id	sid	tid	token	lemma	pos
easat-7955	1	1	edelweiss	edelweiss	PROPN
easat-7955	1	2	applied	apply	VERB
easat-7955	1	3	science	science	NOUN
easat-7955	1	4	and	and	CCONJ
easat-7955	1	5	technology	technology	NOUN
easat-7955	1	6	issn	issn	PROPN
easat-7955	1	7	:	:	PUNCT
easat-7955	1	8	2576	2576	NUM
easat-7955	1	9	-	-	SYM
easat-7955	1	10	8484	8484	NUM
easat-7955	1	11	vol	vol	NOUN
easat-7955	1	12	.	.	PROPN
easat-7955	2	1	9	9	NUM
easat-7955	2	2	,	,	PUNCT
easat-7955	2	3	no	no	INTJ
easat-7955	2	4	.	.	NOUN
easat-7955	2	5	6	6	NUM
easat-7955	2	6	,	,	PUNCT
easat-7955	2	7	835	835	NUM
easat-7955	2	8	-	-	SYM
easat-7955	2	9	845	845	NUM
easat-7955	2	10	2025	2025	NUM
easat-7955	2	11	publisher	publisher	NOUN
easat-7955	2	12	:	:	PUNCT
easat-7955	2	13	learning	learn	VERB
easat-7955	2	14	gate	gate	NOUN
easat-7955	2	15	doi	doi	PROPN
easat-7955	2	16	:	:	PUNCT
easat-7955	2	17	10.55214/25768484.v9i6.7955	10.55214/25768484.v9i6.7955	NUM
easat-7955	2	18	©	©	PROPN
easat-7955	2	19	2025	2025	NUM
easat-7955	2	20	by	by	ADP
easat-7955	2	21	the	the	DET
easat-7955	2	22	authors	author	NOUN
easat-7955	2	23	;	;	PUNCT
easat-7955	2	24	licensee	licensee	PROPN
easat-7955	2	25	learning	learning	NOUN
easat-7955	2	26	gate	gate	NOUN
easat-7955	3	1	©	©	PROPN
easat-7955	3	2	2025	2025	NUM
easat-7955	3	3	by	by	ADP
easat-7955	3	4	the	the	DET
easat-7955	3	5	authors	author	NOUN
easat-7955	3	6	;	;	PUNCT
easat-7955	3	7	licensee	licensee	PROPN
easat-7955	3	8	learning	learning	NOUN
easat-7955	3	9	gate	gate	NOUN
easat-7955	3	10	history	history	NOUN
easat-7955	3	11	:	:	PUNCT
easat-7955	3	12	received	receive	VERB
easat-7955	3	13	:	:	PUNCT
easat-7955	3	14	14	14	NUM
easat-7955	3	15	march	march	NOUN
easat-7955	3	16	2025	2025	NUM
easat-7955	3	17	;	;	PUNCT
easat-7955	3	18	revised	revise	VERB
easat-7955	3	19	:	:	PUNCT
easat-7955	3	20	2	2	NUM
easat-7955	3	21	june	june	PROPN
easat-7955	3	22	2025	2025	NUM
easat-7955	3	23	;	;	PUNCT
easat-7955	3	24	accepted	accept	VERB
easat-7955	3	25	:	:	PUNCT
easat-7955	3	26	6	6	NUM
easat-7955	3	27	june	june	PROPN
easat-7955	3	28	2025	2025	NUM
easat-7955	3	29	;	;	PUNCT
easat-7955	3	30	published	publish	VERB
easat-7955	3	31	:	:	PUNCT
easat-7955	4	1	10	10	NUM
easat-7955	4	2	june	june	PROPN
easat-7955	4	3	2025	2025	NUM
easat-7955	4	4	*	*	PUNCT
easat-7955	4	5	correspondence	correspondence	NOUN
easat-7955	4	6	:	:	PUNCT
easat-7955	4	7	chelsea.tan@binus.ac.id	chelsea.tan@binus.ac.id	NOUN
easat-7955	4	8	integration	integration	NOUN
easat-7955	4	9	of	of	ADP
easat-7955	4	10	nlp	nlp	NOUN
easat-7955	4	11	,	,	PUNCT
easat-7955	4	12	ai	ai	ADJ
easat-7955	4	13	-	-	PUNCT
easat-7955	4	14	driven	drive	VERB
easat-7955	4	15	data	datum	NOUN
easat-7955	4	16	analysis	analysis	NOUN
easat-7955	4	17	,	,	PUNCT
easat-7955	4	18	risk	risk	NOUN
easat-7955	4	19	assessment	assessment	NOUN
easat-7955	4	20	,	,	PUNCT
easat-7955	4	21	and	and	CCONJ
easat-7955	4	22	electronic	electronic	ADJ
easat-7955	4	23	whistle	whistle	NOUN
easat-7955	4	24	-	-	PUNCT
easat-7955	4	25	blowing	blow	VERB
easat-7955	4	26	systems	system	NOUN
easat-7955	4	27	in	in	ADP
easat-7955	4	28	fraud	fraud	NOUN
easat-7955	4	29	detection	detection	PROPN
easat-7955	4	30	chelsea	chelsea	PROPN
easat-7955	4	31	tan1	tan1	PROPN
easat-7955	4	32	*	*	PUNCT
easat-7955	4	33	,	,	PUNCT
easat-7955	4	34	calrsen	calrsen	PROPN
easat-7955	4	35	cyntia1	cyntia1	PROPN
easat-7955	4	36	,	,	PUNCT
easat-7955	4	37	bambang	bambang	PROPN
easat-7955	4	38	leo	leo	PROPN
easat-7955	4	39	handoko1	handoko1	PROPN
easat-7955	5	1	1accounting	1accounting	NUM
easat-7955	5	2	department	department	NOUN
easat-7955	5	3	,	,	PUNCT
easat-7955	5	4	school	school	NOUN
easat-7955	5	5	of	of	ADP
easat-7955	5	6	accounting	accounting	PROPN
easat-7955	5	7	,	,	PUNCT
easat-7955	5	8	bina	bina	PROPN
easat-7955	5	9	nusantara	nusantara	PROPN
easat-7955	5	10	university	university	PROPN
easat-7955	5	11	,	,	PUNCT
easat-7955	5	12	jakarta	jakarta	PROPN
easat-7955	5	13	,	,	PUNCT
easat-7955	5	14	indonesia	indonesia	PROPN
easat-7955	5	15	,	,	PUNCT
easat-7955	5	16	11480	11480	NUM
easat-7955	5	17	chelsea.tan@binus.ac.id	chelsea.tan@binus.ac.id	NOUN
easat-7955	5	18	(	(	PUNCT
easat-7955	5	19	c.t	c.t	PROPN
easat-7955	5	20	.	.	PROPN
easat-7955	5	21	)	)	PUNCT
easat-7955	6	1	abstract	abstract	NOUN
easat-7955	6	2	:	:	PUNCT
easat-7955	6	3	the	the	DET
easat-7955	6	4	rapid	rapid	ADJ
easat-7955	6	5	development	development	NOUN
easat-7955	6	6	of	of	ADP
easat-7955	6	7	technology	technology	NOUN
easat-7955	6	8	in	in	ADP
easat-7955	6	9	industry	industry	NOUN
easat-7955	6	10	4.0	4.0	NUM
easat-7955	6	11	today	today	NOUN
easat-7955	6	12	has	have	AUX
easat-7955	6	13	encouraged	encourage	VERB
easat-7955	6	14	the	the	DET
easat-7955	6	15	integration	integration	NOUN
easat-7955	6	16	of	of	ADP
easat-7955	6	17	artificial	artificial	ADJ
easat-7955	6	18	intelligence	intelligence	NOUN
easat-7955	6	19	(	(	PUNCT
easat-7955	6	20	ai	ai	NOUN
easat-7955	6	21	)	)	PUNCT
easat-7955	6	22	,	,	PUNCT
easat-7955	6	23	the	the	DET
easat-7955	6	24	internet	internet	NOUN
easat-7955	6	25	of	of	ADP
easat-7955	6	26	things	thing	NOUN
easat-7955	6	27	(	(	PUNCT
easat-7955	6	28	iot	iot	NOUN
easat-7955	6	29	)	)	PUNCT
easat-7955	6	30	,	,	PUNCT
easat-7955	6	31	and	and	CCONJ
easat-7955	6	32	big	big	ADJ
easat-7955	6	33	data	datum	NOUN
easat-7955	6	34	in	in	ADP
easat-7955	6	35	helping	help	VERB
easat-7955	6	36	the	the	DET
easat-7955	6	37	operations	operation	NOUN
easat-7955	6	38	of	of	ADP
easat-7955	6	39	various	various	ADJ
easat-7955	6	40	industrial	industrial	ADJ
easat-7955	6	41	sectors	sector	NOUN
easat-7955	6	42	,	,	PUNCT
easat-7955	6	43	especially	especially	ADV
easat-7955	6	44	in	in	ADP
easat-7955	6	45	the	the	DET
easat-7955	6	46	start	start	VERB
easat-7955	6	47	-	-	PUNCT
easat-7955	6	48	up	up	ADP
easat-7955	6	49	sector	sector	NOUN
easat-7955	6	50	.	.	PUNCT
easat-7955	7	1	this	this	DET
easat-7955	7	2	study	study	NOUN
easat-7955	7	3	aims	aim	VERB
easat-7955	7	4	to	to	PART
easat-7955	7	5	determine	determine	VERB
easat-7955	7	6	whether	whether	SCONJ
easat-7955	7	7	there	there	PRON
easat-7955	7	8	are	be	VERB
easat-7955	7	9	factors	factor	NOUN
easat-7955	7	10	such	such	ADJ
easat-7955	7	11	as	as	ADP
easat-7955	7	12	natural	natural	ADJ
easat-7955	7	13	language	language	NOUN
easat-7955	7	14	processing	processing	NOUN
easat-7955	7	15	,	,	PUNCT
easat-7955	7	16	ai	ai	ADJ
easat-7955	7	17	-	-	PUNCT
easat-7955	7	18	driven	drive	VERB
easat-7955	7	19	data	datum	NOUN
easat-7955	7	20	analysis	analysis	NOUN
easat-7955	7	21	,	,	PUNCT
easat-7955	7	22	risk	risk	NOUN
easat-7955	7	23	assessment	assessment	NOUN
easat-7955	7	24	,	,	PUNCT
easat-7955	7	25	and	and	CCONJ
easat-7955	7	26	electronic	electronic	ADJ
easat-7955	7	27	whistleblowing	whistleblowing	NOUN
easat-7955	7	28	systems	system	NOUN
easat-7955	7	29	that	that	PRON
easat-7955	7	30	will	will	AUX
easat-7955	7	31	affect	affect	VERB
easat-7955	7	32	the	the	DET
easat-7955	7	33	way	way	NOUN
easat-7955	7	34	the	the	DET
easat-7955	7	35	system	system	NOUN
easat-7955	7	36	detects	detect	VERB
easat-7955	7	37	fraud	fraud	NOUN
easat-7955	7	38	,	,	PUNCT
easat-7955	7	39	and	and	CCONJ
easat-7955	7	40	to	to	PART
easat-7955	7	41	determine	determine	VERB
easat-7955	7	42	whether	whether	SCONJ
easat-7955	7	43	these	these	DET
easat-7955	7	44	factors	factor	NOUN
easat-7955	7	45	cause	cause	VERB
easat-7955	7	46	several	several	ADJ
easat-7955	7	47	start	start	VERB
easat-7955	7	48	-	-	PUNCT
easat-7955	7	49	up	up	ADP
easat-7955	7	50	companies	company	NOUN
easat-7955	7	51	to	to	PART
easat-7955	7	52	use	use	VERB
easat-7955	7	53	the	the	DET
easat-7955	7	54	integration	integration	NOUN
easat-7955	7	55	of	of	ADP
easat-7955	7	56	ai	ai	PROPN
easat-7955	7	57	,	,	PUNCT
easat-7955	7	58	nlp	nlp	NOUN
easat-7955	7	59	,	,	PUNCT
easat-7955	7	60	and	and	CCONJ
easat-7955	7	61	e	e	NOUN
easat-7955	7	62	-	-	NOUN
easat-7955	7	63	wbs	wb	NOUN
easat-7955	7	64	to	to	PART
easat-7955	7	65	accelerate	accelerate	VERB
easat-7955	7	66	the	the	DET
easat-7955	7	67	fraud	fraud	NOUN
easat-7955	7	68	disclosure	disclosure	NOUN
easat-7955	7	69	process	process	NOUN
easat-7955	7	70	.	.	PUNCT
easat-7955	8	1	this	this	DET
easat-7955	8	2	study	study	NOUN
easat-7955	8	3	involved	involve	VERB
easat-7955	8	4	113	113	NUM
easat-7955	8	5	employee	employee	NOUN
easat-7955	8	6	respondents	respondent	NOUN
easat-7955	8	7	who	who	PRON
easat-7955	8	8	worked	work	VERB
easat-7955	8	9	in	in	ADP
easat-7955	8	10	start	start	NOUN
easat-7955	8	11	-	-	PUNCT
easat-7955	8	12	up	up	ADP
easat-7955	8	13	companies	company	NOUN
easat-7955	8	14	.	.	PUNCT
easat-7955	9	1	the	the	DET
easat-7955	9	2	results	result	NOUN
easat-7955	9	3	of	of	ADP
easat-7955	9	4	the	the	DET
easat-7955	9	5	respondent	respondent	NOUN
easat-7955	9	6	data	datum	NOUN
easat-7955	9	7	were	be	AUX
easat-7955	9	8	processed	process	VERB
easat-7955	9	9	using	use	VERB
easat-7955	9	10	smart	smart	ADJ
easat-7955	9	11	-	-	PUNCT
easat-7955	9	12	pls	pls	NOUN
easat-7955	9	13	4.0	4.0	NUM
easat-7955	9	14	,	,	PUNCT
easat-7955	9	15	which	which	PRON
easat-7955	9	16	involved	involve	VERB
easat-7955	9	17	the	the	DET
easat-7955	9	18	reliability	reliability	NOUN
easat-7955	9	19	and	and	CCONJ
easat-7955	9	20	validity	validity	NOUN
easat-7955	9	21	methods	method	NOUN
easat-7955	9	22	,	,	PUNCT
easat-7955	9	23	discriminant	discriminant	ADJ
easat-7955	9	24	analysis	analysis	NOUN
easat-7955	9	25	,	,	PUNCT
easat-7955	9	26	r	r	NOUN
easat-7955	9	27	-	-	PUNCT
easat-7955	9	28	squared	square	VERB
easat-7955	9	29	adjusted	adjust	VERB
easat-7955	9	30	,	,	PUNCT
easat-7955	9	31	and	and	CCONJ
easat-7955	9	32	outer	outer	ADJ
easat-7955	9	33	loading	loading	NOUN
easat-7955	9	34	.	.	PUNCT
easat-7955	10	1	the	the	DET
easat-7955	10	2	results	result	NOUN
easat-7955	10	3	of	of	ADP
easat-7955	10	4	the	the	DET
easat-7955	10	5	study	study	NOUN
easat-7955	10	6	showed	show	VERB
easat-7955	10	7	that	that	SCONJ
easat-7955	10	8	natural	natural	ADJ
easat-7955	10	9	language	language	NOUN
easat-7955	10	10	processing	processing	NOUN
easat-7955	10	11	,	,	PUNCT
easat-7955	10	12	ai	ai	ADJ
easat-7955	10	13	-	-	PUNCT
easat-7955	10	14	driven	drive	VERB
easat-7955	10	15	data	datum	NOUN
easat-7955	10	16	analysis	analysis	NOUN
easat-7955	10	17	,	,	PUNCT
easat-7955	10	18	risk	risk	NOUN
easat-7955	10	19	assessment	assessment	NOUN
easat-7955	10	20	,	,	PUNCT
easat-7955	10	21	and	and	CCONJ
easat-7955	10	22	electronic	electronic	ADJ
easat-7955	10	23	whistleblowing	whistleblowing	NOUN
easat-7955	10	24	systems	system	NOUN
easat-7955	10	25	did	do	AUX
easat-7955	10	26	have	have	VERB
easat-7955	10	27	a	a	DET
easat-7955	10	28	positive	positive	ADJ
easat-7955	10	29	impact	impact	NOUN
easat-7955	10	30	or	or	CCONJ
easat-7955	10	31	increase	increase	VERB
easat-7955	10	32	the	the	DET
easat-7955	10	33	accuracy	accuracy	NOUN
easat-7955	10	34	of	of	ADP
easat-7955	10	35	fraud	fraud	NOUN
easat-7955	10	36	disclosure	disclosure	NOUN
easat-7955	10	37	in	in	ADP
easat-7955	10	38	real	real	ADJ
easat-7955	10	39	-	-	PUNCT
easat-7955	10	40	time	time	NOUN
easat-7955	10	41	,	,	PUNCT
easat-7955	10	42	effectively	effectively	ADV
easat-7955	10	43	,	,	PUNCT
easat-7955	10	44	and	and	CCONJ
easat-7955	10	45	efficiently	efficiently	ADV
easat-7955	10	46	.	.	PUNCT
easat-7955	11	1	early	early	ADJ
easat-7955	11	2	identification	identification	NOUN
easat-7955	11	3	of	of	ADP
easat-7955	11	4	fraud	fraud	NOUN
easat-7955	11	5	patterns	pattern	NOUN
easat-7955	11	6	can	can	AUX
easat-7955	11	7	prevent	prevent	VERB
easat-7955	11	8	greater	great	ADJ
easat-7955	11	9	losses	loss	NOUN
easat-7955	11	10	,	,	PUNCT
easat-7955	11	11	and	and	CCONJ
easat-7955	11	12	parties	party	NOUN
easat-7955	11	13	who	who	PRON
easat-7955	11	14	are	be	AUX
easat-7955	11	15	aware	aware	ADJ
easat-7955	11	16	of	of	ADP
easat-7955	11	17	fraudulent	fraudulent	ADJ
easat-7955	11	18	actions	action	NOUN
easat-7955	11	19	will	will	AUX
easat-7955	11	20	report	report	VERB
easat-7955	11	21	them	they	PRON
easat-7955	11	22	and	and	CCONJ
easat-7955	11	23	have	have	VERB
easat-7955	11	24	reporting	report	VERB
easat-7955	11	25	channels	channel	NOUN
easat-7955	11	26	that	that	PRON
easat-7955	11	27	create	create	VERB
easat-7955	11	28	a	a	DET
easat-7955	11	29	sense	sense	NOUN
easat-7955	11	30	of	of	ADP
easat-7955	11	31	security	security	NOUN
easat-7955	11	32	for	for	ADP
easat-7955	11	33	the	the	DET
easat-7955	11	34	reporter	reporter	NOUN
easat-7955	11	35	.	.	PUNCT
easat-7955	12	1	keywords	keyword	NOUN
easat-7955	12	2	:	:	PUNCT
easat-7955	12	3	ai	ai	VERB
easat-7955	12	4	-	-	PUNCT
easat-7955	12	5	driven	drive	VERB
easat-7955	12	6	data	datum	NOUN
easat-7955	12	7	analysis	analysis	NOUN
easat-7955	12	8	,	,	PUNCT
easat-7955	12	9	natural	natural	ADJ
easat-7955	12	10	language	language	NOUN
easat-7955	12	11	processing	processing	NOUN
easat-7955	12	12	,	,	PUNCT
easat-7955	12	13	whistle	whistle	VERB
easat-7955	12	14	blowing	blow	VERB
easat-7955	12	15	systems	system	NOUN
easat-7955	12	16	.	.	PUNCT
easat-7955	13	1	1	1	X
easat-7955	13	2	.	.	X
easat-7955	13	3	introduction	introduction	NOUN
easat-7955	13	4	1.1	1.1	NUM
easat-7955	13	5	.	.	PUNCT
easat-7955	14	1	research	research	NOUN
easat-7955	14	2	background	background	NOUN
easat-7955	14	3	in	in	ADP
easat-7955	14	4	recent	recent	ADJ
easat-7955	14	5	periods	period	NOUN
easat-7955	14	6	,	,	PUNCT
easat-7955	14	7	technology	technology	NOUN
easat-7955	14	8	has	have	AUX
easat-7955	14	9	developed	develop	VERB
easat-7955	14	10	very	very	ADV
easat-7955	14	11	rapidly	rapidly	ADV
easat-7955	14	12	in	in	ADP
easat-7955	14	13	everyday	everyday	ADJ
easat-7955	14	14	life	life	NOUN
easat-7955	14	15	and	and	CCONJ
easat-7955	14	16	made	make	VERB
easat-7955	14	17	industrial	industrial	ADJ
easat-7955	14	18	areas	area	NOUN
easat-7955	14	19	change	change	VERB
easat-7955	14	20	drastically	drastically	ADV
easat-7955	14	21	.	.	PUNCT
easat-7955	15	1	in	in	ADP
easat-7955	15	2	industry	industry	NOUN
easat-7955	15	3	4.0	4.0	NUM
easat-7955	15	4	,	,	PUNCT
easat-7955	15	5	many	many	ADJ
easat-7955	15	6	business	business	NOUN
easat-7955	15	7	operations	operation	NOUN
easat-7955	15	8	have	have	AUX
easat-7955	15	9	combined	combine	VERB
easat-7955	15	10	the	the	DET
easat-7955	15	11	main	main	ADJ
easat-7955	15	12	functions	function	NOUN
easat-7955	15	13	of	of	ADP
easat-7955	15	14	artificial	artificial	ADJ
easat-7955	15	15	intelligence	intelligence	NOUN
easat-7955	15	16	(	(	PUNCT
easat-7955	15	17	ai	ai	NOUN
easat-7955	15	18	)	)	PUNCT
easat-7955	15	19	,	,	PUNCT
easat-7955	15	20	internet	internet	NOUN
easat-7955	15	21	of	of	ADP
easat-7955	15	22	things	thing	NOUN
easat-7955	15	23	(	(	PUNCT
easat-7955	15	24	iot	iot	NOUN
easat-7955	15	25	)	)	PUNCT
easat-7955	15	26	and	and	CCONJ
easat-7955	15	27	big	big	ADJ
easat-7955	15	28	data	datum	NOUN
easat-7955	15	29	automation	automation	NOUN
easat-7955	15	30	to	to	PART
easat-7955	15	31	create	create	VERB
easat-7955	15	32	a	a	DET
easat-7955	15	33	more	more	ADV
easat-7955	15	34	efficient	efficient	ADJ
easat-7955	15	35	business	business	NOUN
easat-7955	15	36	operational	operational	ADJ
easat-7955	15	37	environment	environment	NOUN
easat-7955	16	1	[	[	X
easat-7955	16	2	1	1	NUM
easat-7955	16	3	]	]	PUNCT
easat-7955	16	4	.	.	PUNCT
easat-7955	17	1	this	this	DET
easat-7955	17	2	combination	combination	NOUN
easat-7955	17	3	of	of	ADP
easat-7955	17	4	functions	function	NOUN
easat-7955	17	5	opens	open	VERB
easat-7955	17	6	many	many	ADJ
easat-7955	17	7	opportunities	opportunity	NOUN
easat-7955	17	8	and	and	CCONJ
easat-7955	17	9	innovations	innovation	NOUN
easat-7955	17	10	,	,	PUNCT
easat-7955	17	11	which	which	PRON
easat-7955	17	12	are	be	AUX
easat-7955	17	13	marked	mark	VERB
easat-7955	17	14	by	by	ADP
easat-7955	17	15	the	the	DET
easat-7955	17	16	emergence	emergence	NOUN
easat-7955	17	17	of	of	ADP
easat-7955	17	18	many	many	ADJ
easat-7955	17	19	startups	startup	NOUN
easat-7955	17	20	(	(	PUNCT
easat-7955	17	21	e.g.	e.g.	ADV
easat-7955	17	22	gojek	gojek	NOUN
easat-7955	17	23	,	,	PUNCT
easat-7955	17	24	tokopedia	tokopedia	PROPN
easat-7955	17	25	,	,	PUNCT
easat-7955	17	26	ovo	ovo	PROPN
easat-7955	17	27	,	,	PUNCT
easat-7955	17	28	dana	dana	PROPN
easat-7955	17	29	,	,	PUNCT
easat-7955	17	30	and	and	CCONJ
easat-7955	17	31	kredivo	kredivo	ADJ
easat-7955	17	32	)	)	PUNCT
easat-7955	17	33	,	,	PUNCT
easat-7955	17	34	especially	especially	ADV
easat-7955	17	35	in	in	ADP
easat-7955	17	36	the	the	DET
easat-7955	17	37	financial	financial	ADJ
easat-7955	17	38	sector	sector	NOUN
easat-7955	17	39	that	that	PRON
easat-7955	17	40	use	use	VERB
easat-7955	17	41	financial	financial	ADJ
easat-7955	17	42	technology	technology	NOUN
easat-7955	17	43	(	(	PUNCT
easat-7955	17	44	fintech	fintech	NOUN
easat-7955	17	45	)	)	PUNCT
easat-7955	17	46	.	.	PUNCT
easat-7955	18	1	fintech	fintech	NOUN
easat-7955	18	2	enhances	enhance	VERB
easat-7955	18	3	business	business	NOUN
easat-7955	18	4	efficiency	efficiency	NOUN
easat-7955	18	5	,	,	PUNCT
easat-7955	18	6	reduces	reduce	VERB
easat-7955	18	7	costs	cost	NOUN
easat-7955	18	8	,	,	PUNCT
easat-7955	18	9	and	and	CCONJ
easat-7955	18	10	improves	improve	VERB
easat-7955	18	11	customer	customer	NOUN
easat-7955	18	12	satisfaction	satisfaction	NOUN
easat-7955	18	13	by	by	ADP
easat-7955	18	14	enabling	enable	VERB
easat-7955	18	15	faster	fast	ADJ
easat-7955	18	16	digital	digital	ADJ
easat-7955	18	17	transactions	transaction	NOUN
easat-7955	18	18	(	(	PUNCT
easat-7955	18	19	i.e.	i.e.	X
easat-7955	18	20	,	,	PUNCT
easat-7955	18	21	qris	qris	NOUN
easat-7955	18	22	)	)	PUNCT
easat-7955	18	23	,	,	PUNCT
easat-7955	18	24	benefiting	benefit	VERB
easat-7955	18	25	smes	sme	NOUN
easat-7955	18	26	in	in	ADP
easat-7955	18	27	particular	particular	ADJ
easat-7955	18	28	[	[	X
easat-7955	18	29	2	2	NUM
easat-7955	18	30	]	]	PUNCT
easat-7955	18	31	.	.	PUNCT
easat-7955	19	1	however	however	ADV
easat-7955	19	2	,	,	PUNCT
easat-7955	19	3	this	this	PRON
easat-7955	19	4	also	also	ADV
easat-7955	19	5	causes	cause	VERB
easat-7955	19	6	negative	negative	ADJ
easat-7955	19	7	impacts	impact	NOUN
easat-7955	19	8	,	,	PUNCT
easat-7955	19	9	such	such	ADJ
easat-7955	19	10	as	as	ADP
easat-7955	19	11	the	the	DET
easat-7955	19	12	potential	potential	NOUN
easat-7955	19	13	for	for	ADP
easat-7955	19	14	fraud	fraud	NOUN
easat-7955	19	15	in	in	ADP
easat-7955	19	16	the	the	DET
easat-7955	19	17	form	form	NOUN
easat-7955	19	18	of	of	ADP
easat-7955	19	19	data	datum	NOUN
easat-7955	19	20	falsification	falsification	NOUN
easat-7955	19	21	,	,	PUNCT
easat-7955	19	22	account	account	NOUN
easat-7955	19	23	hijacking	hijacking	NOUN
easat-7955	19	24	,	,	PUNCT
easat-7955	19	25	phishing	phishing	NOUN
easat-7955	19	26	,	,	PUNCT
easat-7955	19	27	and	and	CCONJ
easat-7955	19	28	lack	lack	NOUN
easat-7955	19	29	of	of	ADP
easat-7955	19	30	transparency	transparency	NOUN
easat-7955	19	31	in	in	ADP
easat-7955	19	32	financial	financial	ADJ
easat-7955	19	33	reports	report	NOUN
easat-7955	19	34	based	base	VERB
easat-7955	19	35	on	on	ADP
easat-7955	19	36	peer	peer	NOUN
easat-7955	19	37	-	-	PUNCT
easat-7955	19	38	to	to	ADP
easat-7955	19	39	-	-	PUNCT
easat-7955	19	40	peer	peer	NOUN
easat-7955	19	41	lending	lending	NOUN
easat-7955	19	42	which	which	PRON
easat-7955	19	43	does	do	AUX
easat-7955	19	44	not	not	PART
easat-7955	19	45	yet	yet	ADV
easat-7955	19	46	have	have	VERB
easat-7955	19	47	clear	clear	ADJ
easat-7955	19	48	accounting	accounting	NOUN
easat-7955	19	49	standards	standard	NOUN
easat-7955	19	50	[	[	X
easat-7955	19	51	3	3	NUM
easat-7955	19	52	]	]	PUNCT
easat-7955	19	53	.	.	PUNCT
easat-7955	20	1	this	this	DET
easat-7955	20	2	negative	negative	ADJ
easat-7955	20	3	impact	impact	NOUN
easat-7955	20	4	will	will	AUX
easat-7955	20	5	certainly	certainly	ADV
easat-7955	20	6	lead	lead	VERB
easat-7955	20	7	to	to	ADP
easat-7955	20	8	asset	asset	NOUN
easat-7955	20	9	misappropriation	misappropriation	NOUN
easat-7955	20	10	or	or	CCONJ
easat-7955	20	11	fraudulent	fraudulent	ADJ
easat-7955	20	12	financial	financial	ADJ
easat-7955	20	13	reporting	reporting	NOUN
easat-7955	20	14	,	,	PUNCT
easat-7955	20	15	which	which	PRON
easat-7955	20	16	will	will	AUX
easat-7955	20	17	harm	harm	VERB
easat-7955	20	18	many	many	ADJ
easat-7955	20	19	parties	party	NOUN
easat-7955	20	20	such	such	ADJ
easat-7955	20	21	as	as	ADP
easat-7955	20	22	companies	company	NOUN
easat-7955	20	23	,	,	PUNCT
easat-7955	20	24	investors	investor	NOUN
easat-7955	20	25	,	,	PUNCT
easat-7955	20	26	creditors	creditor	NOUN
easat-7955	20	27	,	,	PUNCT
easat-7955	20	28	customers	customer	NOUN
easat-7955	20	29	,	,	PUNCT
easat-7955	20	30	and	and	CCONJ
easat-7955	20	31	regulators	regulator	NOUN
easat-7955	20	32	.	.	PUNCT
easat-7955	21	1	therefore	therefore	ADV
easat-7955	21	2	,	,	PUNCT
easat-7955	21	3	it	it	PRON
easat-7955	21	4	is	be	AUX
easat-7955	21	5	important	important	ADJ
easat-7955	21	6	for	for	SCONJ
easat-7955	21	7	companies	company	NOUN
easat-7955	21	8	and	and	CCONJ
easat-7955	21	9	regulators	regulator	NOUN
easat-7955	21	10	to	to	PART
easat-7955	21	11	implement	implement	VERB
easat-7955	21	12	effective	effective	ADJ
easat-7955	21	13	fraud	fraud	NOUN
easat-7955	21	14	detection	detection	NOUN
easat-7955	21	15	systems	system	NOUN
easat-7955	21	16	to	to	PART
easat-7955	21	17	mitigate	mitigate	VERB
easat-7955	21	18	potential	potential	ADJ
easat-7955	21	19	fraud	fraud	NOUN
easat-7955	21	20	from	from	ADP
easat-7955	21	21	the	the	DET
easat-7955	21	22	start	start	NOUN
easat-7955	21	23	.	.	PUNCT
easat-7955	22	1	in	in	ADP
easat-7955	22	2	the	the	DET
easat-7955	22	3	digital	digital	ADJ
easat-7955	22	4	era	era	NOUN
easat-7955	22	5	,	,	PUNCT
easat-7955	22	6	leveraging	leverage	VERB
easat-7955	22	7	technology	technology	NOUN
easat-7955	22	8	for	for	ADP
easat-7955	22	9	fraud	fraud	NOUN
easat-7955	22	10	detection	detection	NOUN
easat-7955	22	11	has	have	AUX
easat-7955	22	12	become	become	VERB
easat-7955	22	13	essential	essential	ADJ
easat-7955	22	14	.	.	PUNCT
easat-7955	23	1	traditional	traditional	ADJ
easat-7955	23	2	methods	method	NOUN
easat-7955	23	3	often	often	ADV
easat-7955	23	4	lack	lack	VERB
easat-7955	23	5	the	the	DET
easat-7955	23	6	efficiency	efficiency	NOUN
easat-7955	23	7	and	and	CCONJ
easat-7955	23	8	accuracy	accuracy	NOUN
easat-7955	23	9	that	that	SCONJ
easat-7955	23	10	artificial	artificial	ADJ
easat-7955	23	11	intelligence	intelligence	NOUN
easat-7955	23	12	(	(	PUNCT
easat-7955	23	13	ai	ai	AUX
easat-7955	23	14	)	)	PUNCT
easat-7955	23	15	can	can	AUX
easat-7955	23	16	offer	offer	VERB
easat-7955	23	17	.	.	PUNCT
easat-7955	24	1	ai	ai	VERB
easat-7955	24	2	techniques	technique	NOUN
easat-7955	24	3	can	can	AUX
easat-7955	24	4	adapt	adapt	VERB
easat-7955	24	5	to	to	ADP
easat-7955	24	6	evolving	evolve	VERB
easat-7955	24	7	fraud	fraud	NOUN
easat-7955	24	8	tactics	tactic	NOUN
easat-7955	24	9	and	and	CCONJ
easat-7955	24	10	identify	identify	VERB
easat-7955	24	11	hidden	hidden	ADJ
easat-7955	24	12	patterns	pattern	NOUN
easat-7955	24	13	in	in	ADP
easat-7955	24	14	real	real	ADJ
easat-7955	24	15	-	-	PUNCT
easat-7955	24	16	time	time	NOUN
easat-7955	24	17	[	[	X
easat-7955	24	18	4	4	NUM
easat-7955	24	19	]	]	PUNCT
easat-7955	24	20	.	.	PUNCT
easat-7955	25	1	ai	ai	VERB
easat-7955	25	2	-	-	PUNCT
easat-7955	25	3	driven	drive	VERB
easat-7955	25	4	data	datum	NOUN
easat-7955	25	5	analysis	analysis	NOUN
easat-7955	25	6	and	and	CCONJ
easat-7955	25	7	ai	ai	ADJ
easat-7955	25	8	-	-	PUNCT
easat-7955	25	9	driven	drive	VERB
easat-7955	25	10	risk	risk	NOUN
easat-7955	25	11	assessment	assessment	NOUN
easat-7955	25	12	enable	enable	VERB
easat-7955	25	13	organizations	organization	NOUN
easat-7955	25	14	to	to	PART
easat-7955	25	15	detect	detect	VERB
easat-7955	25	16	anomalies	anomaly	NOUN
easat-7955	25	17	and	and	CCONJ
easat-7955	25	18	potential	potential	ADJ
easat-7955	25	19	fraud	fraud	NOUN
easat-7955	25	20	more	more	ADJ
easat-7955	25	21	https://orcid.org/0000-0003-1802-8813	https://orcid.org/0000-0003-1802-8813	NOUN
easat-7955	25	22	https://orcid.org/0009-0001-8316-6158	https://orcid.org/0009-0001-8316-6158	NOUN
easat-7955	25	23	https://orcid.org/0000-0001-7218-8362	https://orcid.org/0000-0001-7218-8362	VERB
easat-7955	25	24	836	836	NUM
easat-7955	25	25	edelweiss	edelweiss	PROPN
easat-7955	25	26	applied	apply	VERB
easat-7955	25	27	science	science	NOUN
easat-7955	25	28	and	and	CCONJ
easat-7955	25	29	technology	technology	NOUN
easat-7955	25	30	issn	issn	PROPN
easat-7955	25	31	:	:	PUNCT
easat-7955	25	32	2576	2576	NUM
easat-7955	25	33	-	-	SYM
easat-7955	25	34	8484	8484	NUM
easat-7955	25	35	vol	vol	NOUN
easat-7955	25	36	.	.	PROPN
easat-7955	26	1	9	9	NUM
easat-7955	26	2	,	,	PUNCT
easat-7955	26	3	no	no	INTJ
easat-7955	26	4	.	.	NOUN
easat-7955	27	1	6	6	NUM
easat-7955	27	2	:	:	SYM
easat-7955	27	3	835	835	NUM
easat-7955	27	4	-	-	SYM
easat-7955	27	5	845	845	NUM
easat-7955	27	6	,	,	PUNCT
easat-7955	27	7	2025	2025	NUM
easat-7955	27	8	doi	doi	NOUN
easat-7955	27	9	:	:	PUNCT
easat-7955	27	10	10.55214/25768484.v9i6.7955	10.55214/25768484.v9i6.7955	NUM
easat-7955	27	11	©	©	PROPN
easat-7955	27	12	2025	2025	NUM
easat-7955	27	13	by	by	ADP
easat-7955	27	14	the	the	DET
easat-7955	27	15	authors	author	NOUN
easat-7955	27	16	;	;	PUNCT
easat-7955	27	17	licensee	licensee	PROPN
easat-7955	27	18	learning	learning	NOUN
easat-7955	27	19	gate	gate	NOUN
easat-7955	27	20	effectively	effectively	ADV
easat-7955	27	21	.	.	PUNCT
easat-7955	28	1	natural	natural	ADJ
easat-7955	28	2	language	language	NOUN
easat-7955	28	3	processing	processing	NOUN
easat-7955	28	4	(	(	PUNCT
easat-7955	28	5	nlp	nlp	NOUN
easat-7955	28	6	)	)	PUNCT
easat-7955	28	7	enhances	enhance	VERB
easat-7955	28	8	fraud	fraud	NOUN
easat-7955	28	9	detection	detection	NOUN
easat-7955	28	10	by	by	ADP
easat-7955	28	11	analyzing	analyze	VERB
easat-7955	28	12	textual	textual	ADJ
easat-7955	28	13	data	datum	NOUN
easat-7955	28	14	,	,	PUNCT
easat-7955	28	15	identifying	identify	VERB
easat-7955	28	16	suspicious	suspicious	ADJ
easat-7955	28	17	patterns	pattern	NOUN
easat-7955	28	18	in	in	ADP
easat-7955	28	19	reports	report	NOUN
easat-7955	28	20	,	,	PUNCT
easat-7955	28	21	and	and	CCONJ
easat-7955	28	22	improving	improve	VERB
easat-7955	28	23	investigative	investigative	ADJ
easat-7955	28	24	processes	process	NOUN
easat-7955	28	25	[	[	X
easat-7955	28	26	5	5	NUM
easat-7955	28	27	]	]	PUNCT
easat-7955	28	28	.	.	PUNCT
easat-7955	29	1	additionally	additionally	ADV
easat-7955	29	2	,	,	PUNCT
easat-7955	29	3	an	an	DET
easat-7955	29	4	electronic	electronic	ADJ
easat-7955	29	5	whistle	whistle	NOUN
easat-7955	29	6	-	-	PUNCT
easat-7955	29	7	blowing	blow	VERB
easat-7955	29	8	system	system	NOUN
easat-7955	29	9	(	(	PUNCT
easat-7955	29	10	e	e	NOUN
easat-7955	29	11	-	-	NOUN
easat-7955	29	12	wbs	wbs	ADJ
easat-7955	29	13	)	)	PUNCT
easat-7955	29	14	ensures	ensure	VERB
easat-7955	29	15	a	a	DET
easat-7955	29	16	more	more	ADV
easat-7955	29	17	secure	secure	ADJ
easat-7955	29	18	and	and	CCONJ
easat-7955	29	19	confidential	confidential	ADJ
easat-7955	29	20	reporting	reporting	NOUN
easat-7955	29	21	mechanism	mechanism	NOUN
easat-7955	29	22	,	,	PUNCT
easat-7955	29	23	allowing	allow	VERB
easat-7955	29	24	whistleblowers	whistleblower	NOUN
easat-7955	29	25	to	to	PART
easat-7955	29	26	submit	submit	VERB
easat-7955	29	27	evidence	evidence	NOUN
easat-7955	29	28	—	—	PUNCT
easat-7955	29	29	such	such	ADJ
easat-7955	29	30	as	as	ADP
easat-7955	29	31	photos	photo	NOUN
easat-7955	29	32	,	,	PUNCT
easat-7955	29	33	videos	video	NOUN
easat-7955	29	34	,	,	PUNCT
easat-7955	29	35	and	and	CCONJ
easat-7955	29	36	audio	audio	ADJ
easat-7955	29	37	recordings	recording	NOUN
easat-7955	29	38	—	—	PUNCT
easat-7955	29	39	without	without	ADP
easat-7955	29	40	compromising	compromise	VERB
easat-7955	29	41	their	their	PRON
easat-7955	29	42	anonymity	anonymity	NOUN
easat-7955	29	43	.	.	PUNCT
easat-7955	30	1	despite	despite	SCONJ
easat-7955	30	2	these	these	DET
easat-7955	30	3	advancements	advancement	NOUN
easat-7955	30	4	,	,	PUNCT
easat-7955	30	5	ai	ai	NOUN
easat-7955	30	6	-	-	PUNCT
easat-7955	30	7	based	base	VERB
easat-7955	30	8	fraud	fraud	NOUN
easat-7955	30	9	detection	detection	NOUN
easat-7955	30	10	remains	remain	VERB
easat-7955	30	11	underutilized	underutilize	VERB
easat-7955	30	12	.	.	PUNCT
easat-7955	31	1	research	research	NOUN
easat-7955	31	2	has	have	AUX
easat-7955	31	3	shown	show	VERB
easat-7955	31	4	that	that	SCONJ
easat-7955	31	5	integrating	integrate	VERB
easat-7955	31	6	these	these	DET
easat-7955	31	7	technologies	technology	NOUN
easat-7955	31	8	significantly	significantly	ADV
easat-7955	31	9	improves	improve	VERB
easat-7955	31	10	fraud	fraud	NOUN
easat-7955	31	11	detection	detection	NOUN
easat-7955	31	12	accuracy	accuracy	NOUN
easat-7955	31	13	and	and	CCONJ
easat-7955	31	14	efficiency	efficiency	NOUN
easat-7955	31	15	.	.	PUNCT
easat-7955	32	1	therefore	therefore	ADV
easat-7955	32	2	,	,	PUNCT
easat-7955	32	3	adopting	adopt	VERB
easat-7955	32	4	ai	ai	NOUN
easat-7955	32	5	-	-	PUNCT
easat-7955	32	6	driven	drive	VERB
easat-7955	32	7	solutions	solution	NOUN
easat-7955	32	8	and	and	CCONJ
easat-7955	32	9	secure	secure	VERB
easat-7955	32	10	digital	digital	ADJ
easat-7955	32	11	reporting	reporting	NOUN
easat-7955	32	12	mechanisms	mechanism	NOUN
easat-7955	32	13	is	be	AUX
easat-7955	32	14	crucial	crucial	ADJ
easat-7955	32	15	for	for	ADP
easat-7955	32	16	strengthening	strengthen	VERB
easat-7955	32	17	fraud	fraud	NOUN
easat-7955	32	18	detection	detection	NOUN
easat-7955	32	19	systems	system	NOUN
easat-7955	32	20	.	.	PUNCT
easat-7955	33	1	while	while	SCONJ
easat-7955	33	2	recent	recent	ADJ
easat-7955	33	3	advancements	advancement	NOUN
easat-7955	33	4	in	in	ADP
easat-7955	33	5	ai	ai	ADJ
easat-7955	33	6	-	-	PUNCT
easat-7955	33	7	driven	drive	VERB
easat-7955	33	8	fraud	fraud	NOUN
easat-7955	33	9	detection	detection	NOUN
easat-7955	33	10	systems	system	NOUN
easat-7955	33	11	demonstrate	demonstrate	VERB
easat-7955	33	12	significant	significant	ADJ
easat-7955	33	13	potential	potential	NOUN
easat-7955	33	14	,	,	PUNCT
easat-7955	33	15	several	several	ADJ
easat-7955	33	16	key	key	ADJ
easat-7955	33	17	limitations	limitation	NOUN
easat-7955	33	18	persist	persist	VERB
easat-7955	33	19	across	across	ADP
easat-7955	33	20	current	current	ADJ
easat-7955	33	21	research	research	NOUN
easat-7955	33	22	.	.	PUNCT
easat-7955	34	1	in	in	ADP
easat-7955	34	2	qatawneh	qatawneh	PRON
easat-7955	34	3	[	[	X
easat-7955	34	4	5	5	NUM
easat-7955	34	5	]	]	SYM
easat-7955	34	6	examination	examination	NOUN
easat-7955	34	7	of	of	ADP
easat-7955	34	8	nlp	nlp	NOUN
easat-7955	34	9	's	's	PART
easat-7955	34	10	moderating	moderate	VERB
easat-7955	34	11	role	role	NOUN
easat-7955	34	12	in	in	ADP
easat-7955	34	13	ai	ai	ADJ
easat-7955	34	14	-	-	PUNCT
easat-7955	34	15	driven	drive	VERB
easat-7955	34	16	auditing	auditing	NOUN
easat-7955	34	17	systems	system	NOUN
easat-7955	34	18	fails	fail	VERB
easat-7955	34	19	to	to	PART
easat-7955	34	20	integrate	integrate	VERB
easat-7955	34	21	whistle	whistle	NOUN
easat-7955	34	22	-	-	PUNCT
easat-7955	34	23	blowing	blow	VERB
easat-7955	34	24	mechanisms	mechanism	NOUN
easat-7955	34	25	with	with	ADP
easat-7955	34	26	ai	ai	PRON
easat-7955	34	27	detection	detection	NOUN
easat-7955	34	28	capabilities	capability	NOUN
easat-7955	34	29	and	and	CCONJ
easat-7955	34	30	inadequately	inadequately	ADV
easat-7955	34	31	explores	explore	VERB
easat-7955	34	32	practical	practical	ADJ
easat-7955	34	33	nlp	nlp	NOUN
easat-7955	34	34	implementation	implementation	NOUN
easat-7955	34	35	challenges	challenge	NOUN
easat-7955	34	36	in	in	ADP
easat-7955	34	37	real	real	ADJ
easat-7955	34	38	-	-	PUNCT
easat-7955	34	39	world	world	NOUN
easat-7955	34	40	fraud	fraud	NOUN
easat-7955	34	41	scenarios	scenario	NOUN
easat-7955	34	42	.	.	PUNCT
easat-7955	35	1	yang	yang	PROPN
easat-7955	35	2	,	,	PUNCT
easat-7955	35	3	et	et	PROPN
easat-7955	35	4	al	al	PROPN
easat-7955	35	5	.	.	PUNCT
easat-7955	36	1	[	[	X
easat-7955	36	2	6	6	NUM
easat-7955	36	3	]	]	PUNCT
easat-7955	36	4	discusses	discuss	VERB
easat-7955	36	5	the	the	DET
easat-7955	36	6	finchain	finchain	NOUN
easat-7955	36	7	-	-	PUNCT
easat-7955	36	8	bert	bert	NOUN
easat-7955	36	9	model	model	NOUN
easat-7955	36	10	that	that	SCONJ
easat-7955	36	11	despite	despite	SCONJ
easat-7955	36	12	its	its	PRON
easat-7955	36	13	novel	novel	ADJ
easat-7955	36	14	architecture	architecture	NOUN
easat-7955	36	15	and	and	CCONJ
easat-7955	36	16	high	high	ADJ
easat-7955	36	17	accuracy	accuracy	NOUN
easat-7955	36	18	,	,	PUNCT
easat-7955	36	19	it	it	PRON
easat-7955	36	20	faces	face	VERB
easat-7955	36	21	scalability	scalability	NOUN
easat-7955	36	22	constraints	constraint	NOUN
easat-7955	36	23	due	due	ADJ
easat-7955	36	24	to	to	ADP
easat-7955	36	25	substantial	substantial	ADJ
easat-7955	36	26	computational	computational	ADJ
easat-7955	36	27	demands	demand	NOUN
easat-7955	36	28	that	that	PRON
easat-7955	36	29	could	could	AUX
easat-7955	36	30	hinder	hinder	VERB
easat-7955	36	31	real	real	ADJ
easat-7955	36	32	-	-	PUNCT
easat-7955	36	33	time	time	NOUN
easat-7955	36	34	detection	detection	NOUN
easat-7955	36	35	applications	application	NOUN
easat-7955	36	36	,	,	PUNCT
easat-7955	36	37	while	while	SCONJ
easat-7955	36	38	its	its	PRON
easat-7955	36	39	effectiveness	effectiveness	NOUN
easat-7955	36	40	remains	remain	VERB
easat-7955	36	41	unverified	unverified	ADJ
easat-7955	36	42	for	for	ADP
easat-7955	36	43	non	non	ADJ
easat-7955	36	44	-	-	ADJ
easat-7955	36	45	financial	financial	ADJ
easat-7955	36	46	fraud	fraud	NOUN
easat-7955	36	47	contexts	contexts	NOUN
easat-7955	36	48	.	.	PUNCT
easat-7955	37	1	boulieris	boulieris	PROPN
easat-7955	37	2	,	,	PUNCT
easat-7955	37	3	et	et	PROPN
easat-7955	37	4	al	al	PROPN
easat-7955	37	5	.	.	PUNCT
easat-7955	38	1	[	[	X
easat-7955	38	2	7	7	NUM
easat-7955	38	3	]	]	PUNCT
easat-7955	38	4	addressed	address	VERB
easat-7955	38	5	dataset	dataset	NOUN
easat-7955	38	6	scarcity	scarcity	NOUN
easat-7955	38	7	through	through	ADP
easat-7955	38	8	their	their	PRON
easat-7955	38	9	public	public	ADJ
easat-7955	38	10	release	release	NOUN
easat-7955	38	11	,	,	PUNCT
easat-7955	38	12	encountered	encounter	VERB
easat-7955	38	13	detection	detection	NOUN
easat-7955	38	14	challenges	challenge	NOUN
easat-7955	38	15	from	from	ADP
easat-7955	38	16	excessive	excessive	ADJ
easat-7955	38	17	data	datum	NOUN
easat-7955	38	18	anonymization	anonymization	NOUN
easat-7955	38	19	that	that	PRON
easat-7955	38	20	restricted	restrict	VERB
easat-7955	38	21	access	access	NOUN
easat-7955	38	22	to	to	ADP
easat-7955	38	23	crucial	crucial	ADJ
easat-7955	38	24	financial	financial	ADJ
easat-7955	38	25	indicators	indicator	NOUN
easat-7955	38	26	,	,	PUNCT
easat-7955	38	27	compounded	compound	VERB
easat-7955	38	28	by	by	ADP
easat-7955	38	29	their	their	PRON
easat-7955	38	30	reduced	reduced	ADJ
easat-7955	38	31	reliance	reliance	NOUN
easat-7955	38	32	on	on	ADP
easat-7955	38	33	traditional	traditional	ADJ
easat-7955	38	34	features	feature	NOUN
easat-7955	38	35	despite	despite	SCONJ
easat-7955	38	36	compensating	compensate	VERB
easat-7955	38	37	with	with	ADP
easat-7955	38	38	nlp	nlp	NOUN
easat-7955	38	39	techniques	technique	NOUN
easat-7955	38	40	.	.	PUNCT
easat-7955	39	1	the	the	DET
easat-7955	39	2	limited	limited	ADJ
easat-7955	39	3	number	number	NOUN
easat-7955	39	4	of	of	ADP
easat-7955	39	5	studies	study	NOUN
easat-7955	39	6	specifically	specifically	ADV
easat-7955	39	7	addressing	address	VERB
easat-7955	39	8	the	the	DET
easat-7955	39	9	application	application	NOUN
easat-7955	39	10	of	of	ADP
easat-7955	39	11	nlp	nlp	NOUN
easat-7955	39	12	in	in	ADP
easat-7955	39	13	fraud	fraud	NOUN
easat-7955	39	14	detection	detection	NOUN
easat-7955	39	15	highlights	highlight	NOUN
easat-7955	39	16	the	the	DET
easat-7955	39	17	need	need	NOUN
easat-7955	39	18	for	for	ADP
easat-7955	39	19	further	further	ADJ
easat-7955	39	20	research	research	NOUN
easat-7955	39	21	,	,	PUNCT
easat-7955	39	22	motivating	motivate	VERB
easat-7955	39	23	the	the	DET
easat-7955	39	24	development	development	NOUN
easat-7955	39	25	of	of	ADP
easat-7955	39	26	a	a	DET
easat-7955	39	27	study	study	NOUN
easat-7955	39	28	focused	focus	VERB
easat-7955	39	29	on	on	ADP
easat-7955	39	30	the	the	DET
easat-7955	39	31	integration	integration	NOUN
easat-7955	39	32	of	of	ADP
easat-7955	39	33	nlp	nlp	NOUN
easat-7955	39	34	,	,	PUNCT
easat-7955	39	35	ai	ai	ADJ
easat-7955	39	36	-	-	PUNCT
easat-7955	39	37	driven	drive	VERB
easat-7955	39	38	data	datum	NOUN
easat-7955	39	39	analysis	analysis	NOUN
easat-7955	39	40	,	,	PUNCT
easat-7955	39	41	ai	ai	NOUN
easat-7955	39	42	-	-	PUNCT
easat-7955	39	43	driven	drive	VERB
easat-7955	39	44	risk	risk	NOUN
easat-7955	39	45	assessment	assessment	NOUN
easat-7955	39	46	,	,	PUNCT
easat-7955	39	47	and	and	CCONJ
easat-7955	39	48	whistle	whistle	AUX
easat-7955	39	49	-	-	PUNCT
easat-7955	39	50	blowing	blow	VERB
easat-7955	39	51	systems	system	NOUN
easat-7955	39	52	in	in	ADP
easat-7955	39	53	fraud	fraud	NOUN
easat-7955	39	54	detection	detection	NOUN
easat-7955	39	55	.	.	PUNCT
easat-7955	40	1	based	base	VERB
easat-7955	40	2	on	on	ADP
easat-7955	40	3	the	the	DET
easat-7955	40	4	limitations	limitation	NOUN
easat-7955	40	5	identified	identify	VERB
easat-7955	40	6	in	in	ADP
easat-7955	40	7	previous	previous	ADJ
easat-7955	40	8	research	research	NOUN
easat-7955	40	9	,	,	PUNCT
easat-7955	40	10	the	the	DET
easat-7955	40	11	researcher	researcher	NOUN
easat-7955	40	12	plans	plan	VERB
easat-7955	40	13	to	to	PART
easat-7955	40	14	further	far	ADV
easat-7955	40	15	explore	explore	VERB
easat-7955	40	16	what	what	DET
easat-7955	40	17	factors	factor	NOUN
easat-7955	40	18	will	will	AUX
easat-7955	40	19	influence	influence	VERB
easat-7955	40	20	the	the	DET
easat-7955	40	21	system	system	NOUN
easat-7955	40	22	's	's	PART
easat-7955	40	23	way	way	NOUN
easat-7955	40	24	of	of	ADP
easat-7955	40	25	detecting	detect	VERB
easat-7955	40	26	fraud	fraud	NOUN
easat-7955	40	27	from	from	ADP
easat-7955	40	28	the	the	DET
easat-7955	40	29	integration	integration	NOUN
easat-7955	40	30	of	of	ADP
easat-7955	40	31	artificial	artificial	ADJ
easat-7955	40	32	intelligence	intelligence	NOUN
easat-7955	40	33	(	(	PUNCT
easat-7955	40	34	ai	ai	NOUN
easat-7955	40	35	)	)	PUNCT
easat-7955	40	36	and	and	CCONJ
easat-7955	40	37	whistle	whistle	AUX
easat-7955	40	38	-	-	PUNCT
easat-7955	40	39	blowing	blow	VERB
easat-7955	40	40	system	system	NOUN
easat-7955	40	41	.	.	PUNCT
easat-7955	41	1	researchers	researcher	NOUN
easat-7955	41	2	also	also	ADV
easat-7955	41	3	want	want	VERB
easat-7955	41	4	to	to	PART
easat-7955	41	5	examine	examine	VERB
easat-7955	41	6	further	far	ADV
easat-7955	41	7	the	the	DET
easat-7955	41	8	reasons	reason	NOUN
easat-7955	41	9	why	why	SCONJ
easat-7955	41	10	several	several	ADJ
easat-7955	41	11	company	company	NOUN
easat-7955	41	12	operations	operation	NOUN
easat-7955	41	13	choose	choose	VERB
easat-7955	41	14	to	to	PART
easat-7955	41	15	use	use	VERB
easat-7955	41	16	artificial	artificial	ADJ
easat-7955	41	17	intelligence	intelligence	NOUN
easat-7955	41	18	and	and	CCONJ
easat-7955	41	19	natural	natural	ADJ
easat-7955	41	20	language	language	NOUN
easat-7955	41	21	processing	processing	NOUN
easat-7955	41	22	which	which	PRON
easat-7955	41	23	are	be	AUX
easat-7955	41	24	then	then	ADV
easat-7955	41	25	integrated	integrate	VERB
easat-7955	41	26	using	use	VERB
easat-7955	41	27	a	a	DET
easat-7955	41	28	whistle	whistle	NOUN
easat-7955	41	29	-	-	PUNCT
easat-7955	41	30	blowing	blow	VERB
easat-7955	41	31	system	system	NOUN
easat-7955	41	32	to	to	PART
easat-7955	41	33	speed	speed	VERB
easat-7955	41	34	up	up	ADP
easat-7955	41	35	the	the	DET
easat-7955	41	36	fraud	fraud	NOUN
easat-7955	41	37	disclosure	disclosure	NOUN
easat-7955	41	38	process	process	NOUN
easat-7955	41	39	.	.	PUNCT
easat-7955	42	1	in	in	ADP
easat-7955	42	2	detecting	detect	VERB
easat-7955	42	3	fraud	fraud	NOUN
easat-7955	42	4	,	,	PUNCT
easat-7955	42	5	this	this	DET
easat-7955	42	6	research	research	NOUN
easat-7955	42	7	offers	offer	VERB
easat-7955	42	8	a	a	DET
easat-7955	42	9	new	new	ADJ
easat-7955	42	10	,	,	PUNCT
easat-7955	42	11	more	more	ADV
easat-7955	42	12	promising	promising	ADJ
easat-7955	42	13	solution	solution	NOUN
easat-7955	42	14	,	,	PUNCT
easat-7955	42	15	namely	namely	ADV
easat-7955	42	16	by	by	ADP
easat-7955	42	17	synergizing	synergize	VERB
easat-7955	42	18	ai	ai	NOUN
easat-7955	42	19	,	,	PUNCT
easat-7955	42	20	nlp	nlp	NOUN
easat-7955	42	21	,	,	PUNCT
easat-7955	42	22	and	and	CCONJ
easat-7955	42	23	a	a	DET
easat-7955	42	24	whistle	whistle	NOUN
easat-7955	42	25	-	-	PUNCT
easat-7955	42	26	blowing	blow	VERB
easat-7955	42	27	system	system	NOUN
easat-7955	42	28	.	.	PUNCT
easat-7955	43	1	this	this	DET
easat-7955	43	2	step	step	NOUN
easat-7955	43	3	is	be	AUX
easat-7955	43	4	expected	expect	VERB
easat-7955	43	5	to	to	PART
easat-7955	43	6	produce	produce	VERB
easat-7955	43	7	a	a	DET
easat-7955	43	8	system	system	NOUN
easat-7955	43	9	that	that	PRON
easat-7955	43	10	is	be	AUX
easat-7955	43	11	sophisticated	sophisticated	ADJ
easat-7955	43	12	,	,	PUNCT
easat-7955	43	13	and	and	CCONJ
easat-7955	43	14	relevant	relevant	ADJ
easat-7955	43	15	to	to	ADP
easat-7955	43	16	the	the	DET
easat-7955	43	17	needs	need	NOUN
easat-7955	43	18	of	of	ADP
easat-7955	43	19	the	the	DET
easat-7955	43	20	times	time	NOUN
easat-7955	43	21	.	.	PUNCT
easat-7955	44	1	this	this	DET
easat-7955	44	2	research	research	NOUN
easat-7955	44	3	will	will	AUX
easat-7955	44	4	provide	provide	VERB
easat-7955	44	5	contributions	contribution	NOUN
easat-7955	44	6	to	to	ADP
easat-7955	44	7	several	several	ADJ
easat-7955	44	8	parties	party	NOUN
easat-7955	44	9	,	,	PUNCT
easat-7955	44	10	such	such	ADJ
easat-7955	44	11	as	as	ADP
easat-7955	44	12	practitioners	practitioner	NOUN
easat-7955	44	13	who	who	PRON
easat-7955	44	14	can	can	AUX
easat-7955	44	15	use	use	VERB
easat-7955	44	16	it	it	PRON
easat-7955	44	17	as	as	ADP
easat-7955	44	18	a	a	DET
easat-7955	44	19	reference	reference	NOUN
easat-7955	44	20	for	for	ADP
easat-7955	44	21	developing	develop	VERB
easat-7955	44	22	a	a	DET
easat-7955	44	23	more	more	ADV
easat-7955	44	24	sophisticated	sophisticated	ADJ
easat-7955	44	25	and	and	CCONJ
easat-7955	44	26	effective	effective	ADJ
easat-7955	44	27	fraud	fraud	NOUN
easat-7955	44	28	detection	detection	NOUN
easat-7955	44	29	system	system	NOUN
easat-7955	44	30	with	with	ADP
easat-7955	44	31	the	the	DET
easat-7955	44	32	integration	integration	NOUN
easat-7955	44	33	of	of	ADP
easat-7955	44	34	ai	ai	PROPN
easat-7955	44	35	,	,	PUNCT
easat-7955	44	36	nlp	nlp	ADJ
easat-7955	44	37	,	,	PUNCT
easat-7955	44	38	and	and	CCONJ
easat-7955	44	39	whistle	whistle	VERB
easat-7955	44	40	blowing	blow	VERB
easat-7955	44	41	system	system	NOUN
easat-7955	44	42	.	.	PUNCT
easat-7955	45	1	this	this	DET
easat-7955	45	2	research	research	NOUN
easat-7955	45	3	can	can	AUX
easat-7955	45	4	provide	provide	VERB
easat-7955	45	5	knowledge	knowledge	NOUN
easat-7955	45	6	about	about	ADP
easat-7955	45	7	how	how	SCONJ
easat-7955	45	8	ai	ai	NOUN
easat-7955	45	9	can	can	AUX
easat-7955	45	10	be	be	AUX
easat-7955	45	11	used	use	VERB
easat-7955	45	12	effectively	effectively	ADV
easat-7955	45	13	and	and	CCONJ
easat-7955	45	14	efficiently	efficiently	ADV
easat-7955	45	15	to	to	PART
easat-7955	45	16	detect	detect	VERB
easat-7955	45	17	fraud	fraud	NOUN
easat-7955	45	18	for	for	ADP
easat-7955	45	19	start	start	NOUN
easat-7955	45	20	-	-	PUNCT
easat-7955	45	21	ups	up	NOUN
easat-7955	45	22	and	and	CCONJ
easat-7955	45	23	companies	company	NOUN
easat-7955	45	24	that	that	PRON
easat-7955	45	25	want	want	VERB
easat-7955	45	26	to	to	PART
easat-7955	45	27	improve	improve	VERB
easat-7955	45	28	their	their	PRON
easat-7955	45	29	internal	internal	ADJ
easat-7955	45	30	monitoring	monitoring	NOUN
easat-7955	45	31	systems	system	NOUN
easat-7955	45	32	.	.	PUNCT
easat-7955	46	1	apart	apart	ADV
easat-7955	46	2	from	from	ADP
easat-7955	46	3	that	that	PRON
easat-7955	46	4	,	,	PUNCT
easat-7955	46	5	for	for	ADP
easat-7955	46	6	the	the	DET
easat-7955	46	7	academic	academic	ADJ
easat-7955	46	8	community	community	NOUN
easat-7955	46	9	it	it	PRON
easat-7955	46	10	is	be	AUX
easat-7955	46	11	to	to	PART
easat-7955	46	12	enrich	enrich	VERB
easat-7955	46	13	the	the	DET
easat-7955	46	14	literature	literature	NOUN
easat-7955	46	15	in	in	ADP
easat-7955	46	16	the	the	DET
easat-7955	46	17	field	field	NOUN
easat-7955	46	18	of	of	ADP
easat-7955	46	19	forensic	forensic	ADJ
easat-7955	46	20	accounting	accounting	NOUN
easat-7955	46	21	and	and	CCONJ
easat-7955	46	22	fraud	fraud	NOUN
easat-7955	46	23	examination	examination	NOUN
easat-7955	46	24	regarding	regard	VERB
easat-7955	46	25	new	new	ADJ
easat-7955	46	26	perspectives	perspective	NOUN
easat-7955	46	27	in	in	ADP
easat-7955	46	28	the	the	DET
easat-7955	46	29	integration	integration	NOUN
easat-7955	46	30	of	of	ADP
easat-7955	46	31	artificial	artificial	ADJ
easat-7955	46	32	intelligence	intelligence	NOUN
easat-7955	46	33	,	,	PUNCT
easat-7955	46	34	natural	natural	ADJ
easat-7955	46	35	language	language	NOUN
easat-7955	46	36	processing	processing	NOUN
easat-7955	46	37	,	,	PUNCT
easat-7955	46	38	and	and	CCONJ
easat-7955	46	39	electronic	electronic	ADJ
easat-7955	46	40	whistle	whistle	NOUN
easat-7955	46	41	blowing	blow	VERB
easat-7955	46	42	systems	system	NOUN
easat-7955	46	43	in	in	ADP
easat-7955	46	44	disclosing	disclose	VERB
easat-7955	46	45	fraud	fraud	NOUN
easat-7955	46	46	.	.	PUNCT
easat-7955	47	1	1.2	1.2	NUM
easat-7955	47	2	.	.	PUNCT
easat-7955	47	3	research	research	NOUN
easat-7955	47	4	question	question	NOUN
easat-7955	47	5	based	base	VERB
easat-7955	47	6	on	on	ADP
easat-7955	47	7	the	the	DET
easat-7955	47	8	background	background	NOUN
easat-7955	47	9	of	of	ADP
easat-7955	47	10	the	the	DET
easat-7955	47	11	research	research	NOUN
easat-7955	47	12	,	,	PUNCT
easat-7955	47	13	the	the	DET
easat-7955	47	14	research	research	NOUN
easat-7955	47	15	questions	question	NOUN
easat-7955	47	16	that	that	PRON
easat-7955	47	17	the	the	DET
easat-7955	47	18	researcher	researcher	NOUN
easat-7955	47	19	will	will	AUX
easat-7955	47	20	test	test	VERB
easat-7955	47	21	in	in	ADP
easat-7955	47	22	this	this	DET
easat-7955	47	23	study	study	NOUN
easat-7955	47	24	are	be	AUX
easat-7955	47	25	as	as	SCONJ
easat-7955	47	26	follows	follow	VERB
easat-7955	47	27	:	:	PUNCT
easat-7955	47	28	1	1	X
easat-7955	47	29	)	)	PUNCT
easat-7955	47	30	does	do	AUX
easat-7955	47	31	natural	natural	ADJ
easat-7955	47	32	language	language	NOUN
easat-7955	47	33	processing	processing	NOUN
easat-7955	47	34	(	(	PUNCT
easat-7955	47	35	nlp	nlp	NOUN
easat-7955	47	36	)	)	PUNCT
easat-7955	47	37	affect	affect	VERB
easat-7955	47	38	fraud	fraud	NOUN
easat-7955	47	39	detection	detection	NOUN
easat-7955	47	40	?	?	PUNCT
easat-7955	48	1	2	2	X
easat-7955	48	2	)	)	PUNCT
easat-7955	48	3	does	do	AUX
easat-7955	48	4	ai	ai	VERB
easat-7955	48	5	-	-	PUNCT
easat-7955	48	6	driven	drive	VERB
easat-7955	48	7	data	datum	NOUN
easat-7955	48	8	analysis	analysis	NOUN
easat-7955	48	9	affect	affect	VERB
easat-7955	48	10	fraud	fraud	NOUN
easat-7955	48	11	detection	detection	NOUN
easat-7955	48	12	?	?	PUNCT
easat-7955	49	1	3	3	X
easat-7955	49	2	)	)	PUNCT
easat-7955	49	3	does	do	AUX
easat-7955	49	4	ai	ai	VERB
easat-7955	49	5	-	-	PUNCT
easat-7955	49	6	driven	drive	VERB
easat-7955	49	7	risk	risk	NOUN
easat-7955	49	8	assessment	assessment	NOUN
easat-7955	49	9	affect	affect	VERB
easat-7955	49	10	fraud	fraud	NOUN
easat-7955	49	11	detection	detection	NOUN
easat-7955	49	12	?	?	PUNCT
easat-7955	50	1	4	4	X
easat-7955	50	2	)	)	PUNCT
easat-7955	50	3	does	do	AUX
easat-7955	50	4	the	the	DET
easat-7955	50	5	electronic	electronic	ADJ
easat-7955	50	6	whistle	whistle	NOUN
easat-7955	50	7	-	-	PUNCT
easat-7955	50	8	blowing	blow	VERB
easat-7955	50	9	system	system	NOUN
easat-7955	50	10	affect	affect	VERB
easat-7955	50	11	fraud	fraud	NOUN
easat-7955	50	12	detection	detection	NOUN
easat-7955	50	13	?	?	PUNCT
easat-7955	51	1	2	2	X
easat-7955	51	2	.	.	X
easat-7955	51	3	literature	literature	NOUN
easat-7955	51	4	review	review	PROPN
easat-7955	51	5	and	and	CCONJ
easat-7955	51	6	hypothesis	hypothesis	NOUN
easat-7955	51	7	development	development	NOUN
easat-7955	51	8	2.1	2.1	NUM
easat-7955	51	9	.	.	PUNCT
easat-7955	52	1	artificial	artificial	ADJ
easat-7955	52	2	intelligence	intelligence	NOUN
easat-7955	52	3	and	and	CCONJ
easat-7955	52	4	natural	natural	ADJ
easat-7955	52	5	language	language	NOUN
easat-7955	52	6	processing	process	VERB
easat-7955	52	7	artificial	artificial	ADJ
easat-7955	52	8	intelligence	intelligence	NOUN
easat-7955	52	9	(	(	PUNCT
easat-7955	52	10	ai	ai	PROPN
easat-7955	52	11	)	)	PUNCT
easat-7955	52	12	is	be	AUX
easat-7955	52	13	the	the	DET
easat-7955	52	14	simulation	simulation	NOUN
easat-7955	52	15	of	of	ADP
easat-7955	52	16	human	human	ADJ
easat-7955	52	17	intelligence	intelligence	NOUN
easat-7955	52	18	in	in	ADP
easat-7955	52	19	machines	machine	NOUN
easat-7955	52	20	,	,	PUNCT
easat-7955	52	21	enabling	enable	VERB
easat-7955	52	22	them	they	PRON
easat-7955	52	23	to	to	PART
easat-7955	52	24	perform	perform	VERB
easat-7955	52	25	tasks	task	NOUN
easat-7955	52	26	that	that	PRON
easat-7955	52	27	typically	typically	ADV
easat-7955	52	28	require	require	VERB
easat-7955	52	29	human	human	ADJ
easat-7955	52	30	cognitive	cognitive	ADJ
easat-7955	52	31	abilities	ability	NOUN
easat-7955	52	32	[	[	X
easat-7955	52	33	8	8	NUM
easat-7955	52	34	]	]	PUNCT
easat-7955	52	35	.	.	PUNCT
easat-7955	53	1	ai	ai	AUX
easat-7955	53	2	systems	system	NOUN
easat-7955	53	3	use	use	VERB
easat-7955	53	4	machine	machine	NOUN
easat-7955	53	5	learning	learn	VERB
easat-7955	53	6	837	837	NUM
easat-7955	53	7	edelweiss	edelweiss	PROPN
easat-7955	53	8	applied	apply	VERB
easat-7955	53	9	science	science	NOUN
easat-7955	53	10	and	and	CCONJ
easat-7955	53	11	technology	technology	NOUN
easat-7955	53	12	issn	issn	PROPN
easat-7955	53	13	:	:	PUNCT
easat-7955	53	14	2576	2576	NUM
easat-7955	53	15	-	-	SYM
easat-7955	53	16	8484	8484	NUM
easat-7955	53	17	vol	vol	NOUN
easat-7955	53	18	.	.	PROPN
easat-7955	54	1	9	9	NUM
easat-7955	54	2	,	,	PUNCT
easat-7955	54	3	no	no	INTJ
easat-7955	54	4	.	.	NOUN
easat-7955	55	1	6	6	NUM
easat-7955	55	2	:	:	SYM
easat-7955	55	3	835	835	NUM
easat-7955	55	4	-	-	SYM
easat-7955	55	5	845	845	NUM
easat-7955	55	6	,	,	PUNCT
easat-7955	55	7	2025	2025	NUM
easat-7955	55	8	doi	doi	NOUN
easat-7955	55	9	:	:	PUNCT
easat-7955	55	10	10.55214/25768484.v9i6.7955	10.55214/25768484.v9i6.7955	NUM
easat-7955	55	11	©	©	PROPN
easat-7955	55	12	2025	2025	NUM
easat-7955	55	13	by	by	ADP
easat-7955	55	14	the	the	DET
easat-7955	55	15	authors	author	NOUN
easat-7955	55	16	;	;	PUNCT
easat-7955	55	17	licensee	licensee	PROPN
easat-7955	55	18	learning	learn	VERB
easat-7955	55	19	gate	gate	NOUN
easat-7955	55	20	algorithms	algorithm	NOUN
easat-7955	55	21	to	to	PART
easat-7955	55	22	develop	develop	VERB
easat-7955	55	23	cognitive	cognitive	ADJ
easat-7955	55	24	abilities	ability	NOUN
easat-7955	55	25	and	and	CCONJ
easat-7955	55	26	perform	perform	VERB
easat-7955	55	27	tasks	task	NOUN
easat-7955	55	28	autonomously	autonomously	ADV
easat-7955	55	29	or	or	CCONJ
easat-7955	55	30	semi	semi	ADV
easat-7955	55	31	-	-	ADJ
easat-7955	55	32	autonomously	autonomously	ADV
easat-7955	55	33	.	.	PUNCT
easat-7955	56	1	as	as	SCONJ
easat-7955	56	2	ai	ai	VERB
easat-7955	56	3	advances	advance	NOUN
easat-7955	56	4	,	,	PUNCT
easat-7955	56	5	it	it	PRON
easat-7955	56	6	is	be	AUX
easat-7955	56	7	improving	improve	VERB
easat-7955	56	8	efficiency	efficiency	NOUN
easat-7955	56	9	and	and	CCONJ
easat-7955	56	10	accuracy	accuracy	NOUN
easat-7955	56	11	in	in	ADP
easat-7955	56	12	complex	complex	ADJ
easat-7955	56	13	tasks	task	NOUN
easat-7955	56	14	.	.	PUNCT
easat-7955	57	1	this	this	DET
easat-7955	57	2	technology	technology	NOUN
easat-7955	57	3	continues	continue	VERB
easat-7955	57	4	to	to	PART
easat-7955	57	5	evolve	evolve	VERB
easat-7955	57	6	,	,	PUNCT
easat-7955	57	7	promising	promise	VERB
easat-7955	57	8	significant	significant	ADJ
easat-7955	57	9	impacts	impact	NOUN
easat-7955	57	10	across	across	ADP
easat-7955	57	11	various	various	ADJ
easat-7955	57	12	domains	domain	NOUN
easat-7955	57	13	.	.	PUNCT
easat-7955	58	1	ai	ai	AUX
easat-7955	58	2	encompasses	encompass	VERB
easat-7955	58	3	various	various	ADJ
easat-7955	58	4	technologies	technology	NOUN
easat-7955	58	5	,	,	PUNCT
easat-7955	58	6	including	include	VERB
easat-7955	58	7	machine	machine	NOUN
easat-7955	58	8	learning	learning	NOUN
easat-7955	58	9	,	,	PUNCT
easat-7955	58	10	natural	natural	ADJ
easat-7955	58	11	language	language	NOUN
easat-7955	58	12	processing	processing	NOUN
easat-7955	58	13	,	,	PUNCT
easat-7955	58	14	computer	computer	NOUN
easat-7955	58	15	vision	vision	NOUN
easat-7955	58	16	,	,	PUNCT
easat-7955	58	17	and	and	CCONJ
easat-7955	58	18	robotics	robotic	NOUN
easat-7955	58	19	[	[	X
easat-7955	58	20	9	9	NUM
easat-7955	58	21	]	]	PUNCT
easat-7955	58	22	.	.	PUNCT
easat-7955	59	1	nlp	nlp	PROPN
easat-7955	59	2	aims	aim	NOUN
easat-7955	59	3	to	to	PART
easat-7955	59	4	bridge	bridge	VERB
easat-7955	59	5	the	the	DET
easat-7955	59	6	gap	gap	NOUN
easat-7955	59	7	between	between	ADP
easat-7955	59	8	human	human	ADJ
easat-7955	59	9	communication	communication	NOUN
easat-7955	59	10	and	and	CCONJ
easat-7955	59	11	computer	computer	NOUN
easat-7955	59	12	comprehension	comprehension	NOUN
easat-7955	59	13	by	by	ADP
easat-7955	59	14	developing	develop	VERB
easat-7955	59	15	models	model	NOUN
easat-7955	59	16	and	and	CCONJ
easat-7955	59	17	algorithms	algorithm	NOUN
easat-7955	59	18	capable	capable	ADJ
easat-7955	59	19	of	of	ADP
easat-7955	59	20	analyzing	analyze	VERB
easat-7955	59	21	and	and	CCONJ
easat-7955	59	22	interpreting	interpret	VERB
easat-7955	59	23	natural	natural	ADJ
easat-7955	59	24	language	language	NOUN
easat-7955	59	25	data	datum	NOUN
easat-7955	59	26	.	.	PUNCT
easat-7955	60	1	key	key	ADJ
easat-7955	60	2	techniques	technique	NOUN
easat-7955	60	3	in	in	ADP
easat-7955	60	4	nlp	nlp	NOUN
easat-7955	60	5	include	include	VERB
easat-7955	60	6	tokenization	tokenization	NOUN
easat-7955	60	7	,	,	PUNCT
easat-7955	60	8	part	part	NOUN
easat-7955	60	9	-	-	PUNCT
easat-7955	60	10	of	of	ADP
easat-7955	60	11	-	-	PUNCT
easat-7955	60	12	speech	speech	NOUN
easat-7955	60	13	tagging	tagging	NOUN
easat-7955	60	14	,	,	PUNCT
easat-7955	60	15	named	name	VERB
easat-7955	60	16	entity	entity	NOUN
easat-7955	60	17	recognition	recognition	NOUN
easat-7955	60	18	,	,	PUNCT
easat-7955	60	19	sentiment	sentiment	NOUN
easat-7955	60	20	analysis	analysis	NOUN
easat-7955	60	21	,	,	PUNCT
easat-7955	60	22	machine	machine	NOUN
easat-7955	60	23	translation	translation	NOUN
easat-7955	60	24	,	,	PUNCT
easat-7955	60	25	and	and	CCONJ
easat-7955	60	26	text	text	NOUN
easat-7955	60	27	classification	classification	NOUN
easat-7955	60	28	[	[	X
easat-7955	60	29	10	10	NUM
easat-7955	60	30	]	]	PUNCT
easat-7955	60	31	.	.	PUNCT
easat-7955	61	1	nlp	nlp	PROPN
easat-7955	61	2	has	have	VERB
easat-7955	61	3	applications	application	NOUN
easat-7955	61	4	in	in	ADP
easat-7955	61	5	various	various	ADJ
easat-7955	61	6	fields	field	NOUN
easat-7955	61	7	,	,	PUNCT
easat-7955	61	8	such	such	ADJ
easat-7955	61	9	as	as	ADP
easat-7955	61	10	computational	computational	ADJ
easat-7955	61	11	linguistics	linguistic	NOUN
easat-7955	61	12	,	,	PUNCT
easat-7955	61	13	email	email	NOUN
easat-7955	61	14	spam	spam	NOUN
easat-7955	61	15	detection	detection	NOUN
easat-7955	61	16	,	,	PUNCT
easat-7955	61	17	information	information	NOUN
easat-7955	61	18	extraction	extraction	NOUN
easat-7955	61	19	,	,	PUNCT
easat-7955	61	20	summarization	summarization	NOUN
easat-7955	61	21	,	,	PUNCT
easat-7955	61	22	and	and	CCONJ
easat-7955	61	23	question	question	VERB
easat-7955	61	24	answering	answer	VERB
easat-7955	61	25	[	[	X
easat-7955	61	26	11	11	NUM
easat-7955	61	27	]	]	PUNCT
easat-7955	61	28	.	.	PUNCT
easat-7955	62	1	recent	recent	ADJ
easat-7955	62	2	advancements	advancement	NOUN
easat-7955	62	3	in	in	ADP
easat-7955	62	4	deep	deep	ADJ
easat-7955	62	5	learning	learning	NOUN
easat-7955	62	6	,	,	PUNCT
easat-7955	62	7	particularly	particularly	ADV
easat-7955	62	8	neural	neural	ADJ
easat-7955	62	9	networks	network	NOUN
easat-7955	62	10	like	like	ADP
easat-7955	62	11	cnns	cnn	NOUN
easat-7955	62	12	and	and	CCONJ
easat-7955	62	13	rnns	rnn	NOUN
easat-7955	62	14	,	,	PUNCT
easat-7955	62	15	have	have	AUX
easat-7955	62	16	significantly	significantly	ADV
easat-7955	62	17	improved	improve	VERB
easat-7955	62	18	nlp	nlp	NOUN
easat-7955	62	19	system	system	NOUN
easat-7955	62	20	performance	performance	NOUN
easat-7955	62	21	.	.	PUNCT
easat-7955	63	1	the	the	DET
easat-7955	63	2	field	field	NOUN
easat-7955	63	3	has	have	AUX
easat-7955	63	4	evolved	evolve	VERB
easat-7955	63	5	rapidly	rapidly	ADV
easat-7955	63	6	due	due	ADP
easat-7955	63	7	to	to	ADP
easat-7955	63	8	the	the	DET
easat-7955	63	9	availability	availability	NOUN
easat-7955	63	10	of	of	ADP
easat-7955	63	11	large	large	ADJ
easat-7955	63	12	datasets	dataset	NOUN
easat-7955	63	13	,	,	PUNCT
easat-7955	63	14	increased	increase	VERB
easat-7955	63	15	computing	computing	NOUN
easat-7955	63	16	power	power	NOUN
easat-7955	63	17	,	,	PUNCT
easat-7955	63	18	and	and	CCONJ
easat-7955	63	19	sophisticated	sophisticated	ADJ
easat-7955	63	20	machine	machine	NOUN
easat-7955	63	21	learning	learning	NOUN
easat-7955	63	22	models	model	NOUN
easat-7955	63	23	.	.	PUNCT
easat-7955	64	1	ai	ai	AUX
easat-7955	64	2	-	-	PUNCT
easat-7955	64	3	driven	drive	VERB
easat-7955	64	4	risk	risk	NOUN
easat-7955	64	5	assessment	assessment	NOUN
easat-7955	64	6	and	and	CCONJ
easat-7955	64	7	data	datum	NOUN
easat-7955	64	8	analytics	analytic	NOUN
easat-7955	64	9	have	have	AUX
easat-7955	64	10	revolutionized	revolutionize	VERB
easat-7955	64	11	fraud	fraud	NOUN
easat-7955	64	12	detection	detection	NOUN
easat-7955	64	13	in	in	ADP
easat-7955	64	14	various	various	ADJ
easat-7955	64	15	industries	industry	NOUN
easat-7955	64	16	,	,	PUNCT
easat-7955	64	17	particularly	particularly	ADV
easat-7955	64	18	in	in	ADP
easat-7955	64	19	finance	finance	NOUN
easat-7955	64	20	.	.	PUNCT
easat-7955	65	1	these	these	DET
easat-7955	65	2	technologies	technology	NOUN
easat-7955	65	3	leverage	leverage	NOUN
easat-7955	65	4	machine	machine	NOUN
easat-7955	65	5	learning	learn	VERB
easat-7955	65	6	algorithms	algorithm	NOUN
easat-7955	65	7	and	and	CCONJ
easat-7955	65	8	advanced	advanced	ADJ
easat-7955	65	9	analytics	analytic	NOUN
easat-7955	65	10	to	to	PART
easat-7955	65	11	process	process	VERB
easat-7955	65	12	vast	vast	ADJ
easat-7955	65	13	amounts	amount	NOUN
easat-7955	65	14	of	of	ADP
easat-7955	65	15	data	datum	NOUN
easat-7955	65	16	rapidly	rapidly	ADV
easat-7955	65	17	,	,	PUNCT
easat-7955	65	18	identifying	identify	VERB
easat-7955	65	19	patterns	pattern	NOUN
easat-7955	65	20	and	and	CCONJ
easat-7955	65	21	anomalies	anomaly	NOUN
easat-7955	65	22	that	that	PRON
easat-7955	65	23	may	may	AUX
easat-7955	65	24	indicate	indicate	VERB
easat-7955	65	25	fraudulent	fraudulent	ADJ
easat-7955	65	26	activities	activity	NOUN
easat-7955	65	27	.	.	PUNCT
easat-7955	66	1	unlike	unlike	ADP
easat-7955	66	2	traditional	traditional	ADJ
easat-7955	66	3	methods	method	NOUN
easat-7955	66	4	relying	rely	VERB
easat-7955	66	5	on	on	ADP
easat-7955	66	6	historical	historical	ADJ
easat-7955	66	7	data	datum	NOUN
easat-7955	66	8	and	and	CCONJ
easat-7955	66	9	static	static	ADJ
easat-7955	66	10	models	model	NOUN
easat-7955	66	11	,	,	PUNCT
easat-7955	66	12	ai	ai	ADJ
easat-7955	66	13	-	-	PUNCT
easat-7955	66	14	driven	drive	VERB
easat-7955	66	15	approaches	approach	NOUN
easat-7955	66	16	offer	offer	VERB
easat-7955	66	17	real	real	ADJ
easat-7955	66	18	-	-	PUNCT
easat-7955	66	19	time	time	NOUN
easat-7955	66	20	insights	insight	NOUN
easat-7955	66	21	and	and	CCONJ
easat-7955	66	22	continuously	continuously	ADV
easat-7955	66	23	learn	learn	VERB
easat-7955	66	24	from	from	ADP
easat-7955	66	25	latest	late	ADJ
easat-7955	66	26	information	information	NOUN
easat-7955	66	27	,	,	PUNCT
easat-7955	66	28	providing	provide	VERB
easat-7955	66	29	dynamic	dynamic	ADJ
easat-7955	66	30	and	and	CCONJ
easat-7955	66	31	precise	precise	ADJ
easat-7955	66	32	risk	risk	NOUN
easat-7955	66	33	evaluations	evaluation	NOUN
easat-7955	66	34	[	[	X
easat-7955	66	35	12	12	NUM
easat-7955	66	36	]	]	PUNCT
easat-7955	66	37	.	.	PUNCT
easat-7955	67	1	this	this	DET
easat-7955	67	2	capability	capability	NOUN
easat-7955	67	3	enables	enable	VERB
easat-7955	67	4	financial	financial	ADJ
easat-7955	67	5	institutions	institution	NOUN
easat-7955	67	6	to	to	PART
easat-7955	67	7	enhance	enhance	VERB
easat-7955	67	8	their	their	PRON
easat-7955	67	9	fraud	fraud	NOUN
easat-7955	67	10	detection	detection	NOUN
easat-7955	67	11	accuracy	accuracy	NOUN
easat-7955	67	12	,	,	PUNCT
easat-7955	67	13	optimize	optimize	VERB
easat-7955	67	14	decision	decision	NOUN
easat-7955	67	15	-	-	PUNCT
easat-7955	67	16	making	make	VERB
easat-7955	67	17	processes	process	NOUN
easat-7955	67	18	,	,	PUNCT
easat-7955	67	19	and	and	CCONJ
easat-7955	67	20	adopt	adopt	VERB
easat-7955	67	21	a	a	DET
easat-7955	67	22	more	more	ADV
easat-7955	67	23	proactive	proactive	ADJ
easat-7955	67	24	approach	approach	NOUN
easat-7955	67	25	to	to	ADP
easat-7955	67	26	risk	risk	NOUN
easat-7955	67	27	management	management	NOUN
easat-7955	67	28	.	.	PUNCT
easat-7955	68	1	ai	ai	VERB
easat-7955	68	2	's	's	PART
easat-7955	68	3	ability	ability	NOUN
easat-7955	68	4	to	to	PART
easat-7955	68	5	analyze	analyze	VERB
easat-7955	68	6	large	large	ADJ
easat-7955	68	7	datasets	dataset	NOUN
easat-7955	68	8	comprehensively	comprehensively	ADV
easat-7955	68	9	surpasses	surpass	VERB
easat-7955	68	10	human	human	ADJ
easat-7955	68	11	limitations	limitation	NOUN
easat-7955	68	12	,	,	PUNCT
easat-7955	68	13	allowing	allow	VERB
easat-7955	68	14	for	for	ADP
easat-7955	68	15	more	more	ADV
easat-7955	68	16	efficient	efficient	ADJ
easat-7955	68	17	resource	resource	NOUN
easat-7955	68	18	allocation	allocation	NOUN
easat-7955	68	19	by	by	ADP
easat-7955	68	20	focusing	focus	VERB
easat-7955	68	21	on	on	ADP
easat-7955	68	22	high	high	ADJ
easat-7955	68	23	-	-	PUNCT
easat-7955	68	24	risk	risk	NOUN
easat-7955	68	25	areas	area	NOUN
easat-7955	68	26	.	.	PUNCT
easat-7955	69	1	however	however	ADV
easat-7955	69	2	,	,	PUNCT
easat-7955	69	3	challenges	challenge	NOUN
easat-7955	69	4	related	relate	VERB
easat-7955	69	5	to	to	ADP
easat-7955	69	6	data	datum	NOUN
easat-7955	69	7	quality	quality	NOUN
easat-7955	69	8	,	,	PUNCT
easat-7955	69	9	availability	availability	NOUN
easat-7955	69	10	,	,	PUNCT
easat-7955	69	11	privacy	privacy	NOUN
easat-7955	69	12	,	,	PUNCT
easat-7955	69	13	and	and	CCONJ
easat-7955	69	14	ethical	ethical	ADJ
easat-7955	69	15	considerations	consideration	NOUN
easat-7955	69	16	persist	persist	VERB
easat-7955	69	17	,	,	PUNCT
easat-7955	69	18	necessitating	necessitate	VERB
easat-7955	69	19	robust	robust	ADJ
easat-7955	69	20	governance	governance	NOUN
easat-7955	69	21	frameworks	framework	NOUN
easat-7955	69	22	for	for	ADP
easat-7955	69	23	ai	ai	PRON
easat-7955	69	24	implementation	implementation	NOUN
easat-7955	69	25	in	in	ADP
easat-7955	69	26	fraud	fraud	NOUN
easat-7955	69	27	detection	detection	NOUN
easat-7955	69	28	.	.	PUNCT
easat-7955	70	1	despite	despite	SCONJ
easat-7955	70	2	these	these	DET
easat-7955	70	3	challenges	challenge	NOUN
easat-7955	70	4	,	,	PUNCT
easat-7955	70	5	ai	ai	AUX
easat-7955	70	6	-	-	PUNCT
easat-7955	70	7	driven	drive	VERB
easat-7955	70	8	risk	risk	NOUN
easat-7955	70	9	assessment	assessment	NOUN
easat-7955	70	10	and	and	CCONJ
easat-7955	70	11	data	datum	NOUN
easat-7955	70	12	analytics	analytic	NOUN
easat-7955	70	13	significantly	significantly	ADV
easat-7955	70	14	improve	improve	VERB
easat-7955	70	15	operational	operational	ADJ
easat-7955	70	16	efficiency	efficiency	NOUN
easat-7955	70	17	and	and	CCONJ
easat-7955	70	18	decision	decision	NOUN
easat-7955	70	19	-	-	PUNCT
easat-7955	70	20	making	making	NOUN
easat-7955	70	21	in	in	ADP
easat-7955	70	22	fraud	fraud	NOUN
easat-7955	70	23	detection	detection	NOUN
easat-7955	70	24	,	,	PUNCT
easat-7955	70	25	with	with	ADP
easat-7955	70	26	potential	potential	ADJ
easat-7955	70	27	applications	application	NOUN
easat-7955	70	28	across	across	ADP
easat-7955	70	29	various	various	ADJ
easat-7955	70	30	sectors	sector	NOUN
easat-7955	70	31	including	include	VERB
easat-7955	70	32	finance	finance	NOUN
easat-7955	70	33	,	,	PUNCT
easat-7955	70	34	healthcare	healthcare	PROPN
easat-7955	70	35	,	,	PUNCT
easat-7955	70	36	and	and	CCONJ
easat-7955	70	37	manufacturing	manufacture	VERB
easat-7955	70	38	[	[	X
easat-7955	70	39	13	13	NUM
easat-7955	70	40	]	]	PUNCT
easat-7955	70	41	.	.	PUNCT
easat-7955	71	1	2.2	2.2	NUM
easat-7955	71	2	.	.	X
easat-7955	71	3	electronic	electronic	ADJ
easat-7955	71	4	whistle	whistle	NOUN
easat-7955	71	5	blowing	blow	VERB
easat-7955	71	6	system	system	NOUN
easat-7955	71	7	whistle	whistle	VERB
easat-7955	71	8	blowing	blow	VERB
easat-7955	71	9	system	system	NOUN
easat-7955	71	10	(	(	PUNCT
easat-7955	71	11	wbs	wb	NOUN
easat-7955	71	12	)	)	PUNCT
easat-7955	71	13	is	be	AUX
easat-7955	71	14	a	a	DET
easat-7955	71	15	system	system	NOUN
easat-7955	71	16	used	use	VERB
easat-7955	71	17	by	by	ADP
easat-7955	71	18	company	company	NOUN
easat-7955	71	19	operations	operation	NOUN
easat-7955	71	20	to	to	PART
easat-7955	71	21	mitigate	mitigate	VERB
easat-7955	71	22	fraud	fraud	NOUN
easat-7955	71	23	,	,	PUNCT
easat-7955	71	24	by	by	ADP
easat-7955	71	25	receiving	receive	VERB
easat-7955	71	26	anonymous	anonymous	ADJ
easat-7955	71	27	complaints	complaint	NOUN
easat-7955	71	28	of	of	ADP
easat-7955	71	29	suspicion	suspicion	NOUN
easat-7955	71	30	by	by	ADP
easat-7955	71	31	employees	employee	NOUN
easat-7955	71	32	,	,	PUNCT
easat-7955	71	33	vendors	vendor	NOUN
easat-7955	71	34	,	,	PUNCT
easat-7955	71	35	customers	customer	NOUN
easat-7955	71	36	,	,	PUNCT
easat-7955	71	37	investors	investor	NOUN
easat-7955	71	38	,	,	PUNCT
easat-7955	71	39	and	and	CCONJ
easat-7955	71	40	other	other	ADJ
easat-7955	71	41	stakeholders	stakeholder	NOUN
easat-7955	71	42	.	.	PUNCT
easat-7955	72	1	scherbarth	scherbarth	NOUN
easat-7955	72	2	and	and	CCONJ
easat-7955	72	3	behringer	behringer	PROPN
easat-7955	73	1	[	[	X
easat-7955	73	2	14	14	NUM
easat-7955	73	3	]	]	PUNCT
easat-7955	73	4	indicates	indicate	VERB
easat-7955	73	5	that	that	SCONJ
easat-7955	73	6	the	the	DET
easat-7955	73	7	whistleblowing	whistleblowing	NOUN
easat-7955	73	8	system	system	NOUN
easat-7955	73	9	is	be	AUX
easat-7955	73	10	one	one	NUM
easat-7955	73	11	of	of	ADP
easat-7955	73	12	the	the	DET
easat-7955	73	13	company	company	NOUN
easat-7955	73	14	's	's	PART
easat-7955	73	15	internal	internal	ADJ
easat-7955	73	16	instruments	instrument	NOUN
easat-7955	73	17	that	that	PRON
easat-7955	73	18	is	be	AUX
easat-7955	73	19	highly	highly	ADV
easat-7955	73	20	recommended	recommend	VERB
easat-7955	73	21	by	by	ADP
easat-7955	73	22	academics	academic	NOUN
easat-7955	73	23	and	and	CCONJ
easat-7955	73	24	practitioners	practitioner	NOUN
easat-7955	73	25	to	to	PART
easat-7955	73	26	prevent	prevent	VERB
easat-7955	73	27	and	and	CCONJ
easat-7955	73	28	detect	detect	VERB
easat-7955	73	29	compliance	compliance	NOUN
easat-7955	73	30	violations	violation	NOUN
easat-7955	73	31	committed	commit	VERB
easat-7955	73	32	by	by	ADP
easat-7955	73	33	company	company	NOUN
easat-7955	73	34	personnel	personnel	NOUN
easat-7955	73	35	.	.	PUNCT
easat-7955	74	1	however	however	ADV
easat-7955	74	2	,	,	PUNCT
easat-7955	74	3	in	in	ADP
easat-7955	74	4	today	today	NOUN
easat-7955	74	5	's	's	PART
easat-7955	74	6	sophisticated	sophisticated	ADJ
easat-7955	74	7	digital	digital	ADJ
easat-7955	74	8	world	world	NOUN
easat-7955	74	9	,	,	PUNCT
easat-7955	74	10	company	company	NOUN
easat-7955	74	11	operations	operation	NOUN
easat-7955	74	12	need	need	VERB
easat-7955	74	13	to	to	PART
easat-7955	74	14	implement	implement	VERB
easat-7955	74	15	a	a	DET
easat-7955	74	16	digital	digital	NOUN
easat-7955	74	17	-	-	PUNCT
easat-7955	74	18	based	base	VERB
easat-7955	74	19	whistleblowing	whistleblowing	NOUN
easat-7955	74	20	system	system	NOUN
easat-7955	74	21	,	,	PUNCT
easat-7955	74	22	which	which	PRON
easat-7955	74	23	can	can	AUX
easat-7955	74	24	reduce	reduce	VERB
easat-7955	74	25	anonymity	anonymity	NOUN
easat-7955	74	26	and	and	CCONJ
easat-7955	74	27	the	the	DET
easat-7955	74	28	risk	risk	NOUN
easat-7955	74	29	of	of	ADP
easat-7955	74	30	data	datum	NOUN
easat-7955	74	31	leakage	leakage	NOUN
easat-7955	74	32	.	.	PUNCT
easat-7955	75	1	therefore	therefore	ADV
easat-7955	75	2	,	,	PUNCT
easat-7955	75	3	many	many	ADJ
easat-7955	75	4	companies	company	NOUN
easat-7955	75	5	have	have	AUX
easat-7955	75	6	implemented	implement	VERB
easat-7955	75	7	a	a	DET
easat-7955	75	8	digitalbased	digitalbase	VERB
easat-7955	75	9	whistleblowing	whistleblowing	NOUN
easat-7955	75	10	system	system	NOUN
easat-7955	75	11	,	,	PUNCT
easat-7955	75	12	such	such	ADJ
easat-7955	75	13	as	as	ADP
easat-7955	75	14	using	use	VERB
easat-7955	75	15	websites	website	NOUN
easat-7955	75	16	,	,	PUNCT
easat-7955	75	17	chatbots	chatbot	NOUN
easat-7955	75	18	,	,	PUNCT
easat-7955	75	19	blockchain	blockchain	NOUN
easat-7955	75	20	,	,	PUNCT
easat-7955	75	21	and	and	CCONJ
easat-7955	75	22	artificial	artificial	ADJ
easat-7955	75	23	intelligence	intelligence	NOUN
easat-7955	75	24	,	,	PUNCT
easat-7955	75	25	or	or	CCONJ
easat-7955	75	26	what	what	PRON
easat-7955	75	27	we	we	PRON
easat-7955	75	28	now	now	ADV
easat-7955	75	29	know	know	VERB
easat-7955	75	30	as	as	SCONJ
easat-7955	75	31	the	the	DET
easat-7955	75	32	electronic	electronic	ADJ
easat-7955	75	33	whistle	whistle	NOUN
easat-7955	75	34	blowing	blow	VERB
easat-7955	75	35	system	system	NOUN
easat-7955	75	36	(	(	PUNCT
easat-7955	75	37	ewbs	ewb	NOUN
easat-7955	75	38	)	)	PUNCT
easat-7955	75	39	.	.	PUNCT
easat-7955	76	1	ewbs	ewb	NOUN
easat-7955	76	2	or	or	CCONJ
easat-7955	76	3	commonly	commonly	ADV
easat-7955	76	4	known	know	VERB
easat-7955	76	5	as	as	ADP
easat-7955	76	6	electronic	electronic	ADJ
easat-7955	76	7	whistle	whistle	NOUN
easat-7955	76	8	blowing	blow	VERB
easat-7955	76	9	system	system	NOUN
easat-7955	76	10	,	,	PUNCT
easat-7955	76	11	is	be	AUX
easat-7955	76	12	a	a	DET
easat-7955	76	13	digital	digital	ADJ
easat-7955	76	14	version	version	NOUN
easat-7955	76	15	of	of	ADP
easat-7955	76	16	the	the	DET
easat-7955	76	17	whistleblowing	whistleblowing	NOUN
easat-7955	76	18	system	system	NOUN
easat-7955	76	19	,	,	PUNCT
easat-7955	76	20	which	which	PRON
easat-7955	76	21	uses	use	VERB
easat-7955	76	22	the	the	DET
easat-7955	76	23	help	help	NOUN
easat-7955	76	24	of	of	ADP
easat-7955	76	25	sophisticated	sophisticated	ADJ
easat-7955	76	26	technology	technology	NOUN
easat-7955	76	27	today	today	NOUN
easat-7955	76	28	to	to	PART
easat-7955	76	29	report	report	VERB
easat-7955	76	30	suspected	suspect	VERB
easat-7955	76	31	potential	potential	ADJ
easat-7955	76	32	fraud	fraud	NOUN
easat-7955	76	33	through	through	ADP
easat-7955	76	34	a	a	DET
easat-7955	76	35	special	special	ADJ
easat-7955	76	36	platform	platform	NOUN
easat-7955	76	37	.	.	PUNCT
easat-7955	77	1	berendt	berendt	NOUN
easat-7955	77	2	and	and	CCONJ
easat-7955	77	3	schiffner	schiffner	NOUN
easat-7955	77	4	[	[	X
easat-7955	77	5	15	15	NUM
easat-7955	77	6	]	]	PUNCT
easat-7955	77	7	indicates	indicate	VERB
easat-7955	77	8	that	that	SCONJ
easat-7955	77	9	in	in	ADP
easat-7955	77	10	today	today	NOUN
easat-7955	77	11	's	's	PART
easat-7955	77	12	digital	digital	ADJ
easat-7955	77	13	era	era	NOUN
easat-7955	77	14	,	,	PUNCT
easat-7955	77	15	reporting	report	VERB
easat-7955	77	16	using	use	VERB
easat-7955	77	17	a	a	DET
easat-7955	77	18	whistleblowing	whistleblowe	VERB
easat-7955	77	19	system	system	NOUN
easat-7955	77	20	experiences	experience	VERB
easat-7955	77	21	many	many	ADJ
easat-7955	77	22	risks	risk	NOUN
easat-7955	77	23	and	and	CCONJ
easat-7955	77	24	challenges	challenge	NOUN
easat-7955	77	25	,	,	PUNCT
easat-7955	77	26	such	such	ADJ
easat-7955	77	27	as	as	ADP
easat-7955	77	28	the	the	DET
easat-7955	77	29	limitations	limitation	NOUN
easat-7955	77	30	of	of	ADP
easat-7955	77	31	anonymity	anonymity	NOUN
easat-7955	77	32	that	that	PRON
easat-7955	77	33	can	can	AUX
easat-7955	77	34	be	be	AUX
easat-7955	77	35	provided	provide	VERB
easat-7955	77	36	by	by	ADP
easat-7955	77	37	the	the	DET
easat-7955	77	38	system	system	NOUN
easat-7955	77	39	,	,	PUNCT
easat-7955	77	40	and	and	CCONJ
easat-7955	77	41	the	the	DET
easat-7955	77	42	possibility	possibility	NOUN
easat-7955	77	43	of	of	ADP
easat-7955	77	44	consequences	consequence	NOUN
easat-7955	77	45	from	from	ADP
easat-7955	77	46	outsourcing	outsourcing	NOUN
easat-7955	77	47	used	use	VERB
easat-7955	77	48	to	to	PART
easat-7955	77	49	reveal	reveal	VERB
easat-7955	77	50	fraud	fraud	NOUN
easat-7955	77	51	to	to	ADP
easat-7955	77	52	the	the	DET
easat-7955	77	53	public	public	NOUN
easat-7955	77	54	.	.	PUNCT
easat-7955	78	1	many	many	ADJ
easat-7955	78	2	company	company	NOUN
easat-7955	78	3	operations	operation	NOUN
easat-7955	78	4	also	also	ADV
easat-7955	78	5	move	move	VERB
easat-7955	78	6	from	from	ADP
easat-7955	78	7	the	the	DET
easat-7955	78	8	conventional	conventional	ADJ
easat-7955	78	9	whistleblowing	whistleblowing	NOUN
easat-7955	78	10	system	system	NOUN
easat-7955	78	11	to	to	ADP
easat-7955	78	12	the	the	DET
easat-7955	78	13	electronic	electronic	ADJ
easat-7955	78	14	whistleblowing	whistleblowing	NOUN
easat-7955	78	15	system	system	NOUN
easat-7955	78	16	,	,	PUNCT
easat-7955	78	17	because	because	SCONJ
easat-7955	78	18	ewbs	ewb	NOUN
easat-7955	78	19	can	can	AUX
easat-7955	78	20	respond	respond	VERB
easat-7955	78	21	faster	fast	ADV
easat-7955	78	22	or	or	CCONJ
easat-7955	78	23	in	in	ADP
easat-7955	78	24	real	real	ADJ
easat-7955	78	25	-	-	PUNCT
easat-7955	78	26	time	time	NOUN
easat-7955	78	27	than	than	ADP
easat-7955	78	28	wbs	wb	NOUN
easat-7955	78	29	.	.	PUNCT
easat-7955	79	1	in	in	ADP
easat-7955	79	2	addition	addition	NOUN
easat-7955	79	3	,	,	PUNCT
easat-7955	79	4	ewbs	ewb	NOUN
easat-7955	79	5	uses	use	VERB
easat-7955	79	6	encryption	encryption	NOUN
easat-7955	79	7	,	,	PUNCT
easat-7955	79	8	or	or	CCONJ
easat-7955	79	9	data	datum	NOUN
easat-7955	79	10	is	be	AUX
easat-7955	79	11	converted	convert	VERB
easat-7955	79	12	into	into	ADP
easat-7955	79	13	a	a	DET
easat-7955	79	14	code	code	NOUN
easat-7955	79	15	that	that	PRON
easat-7955	79	16	can	can	AUX
easat-7955	79	17	not	not	PART
easat-7955	79	18	be	be	AUX
easat-7955	79	19	read	read	VERB
easat-7955	79	20	by	by	ADP
easat-7955	79	21	the	the	DET
easat-7955	79	22	public	public	NOUN
easat-7955	79	23	without	without	ADP
easat-7955	79	24	a	a	DET
easat-7955	79	25	description	description	NOUN
easat-7955	79	26	key	key	NOUN
easat-7955	79	27	that	that	PRON
easat-7955	79	28	explains	explain	VERB
easat-7955	79	29	it	it	PRON
easat-7955	79	30	,	,	PUNCT
easat-7955	79	31	so	so	SCONJ
easat-7955	79	32	that	that	SCONJ
easat-7955	79	33	the	the	DET
easat-7955	79	34	security	security	NOUN
easat-7955	79	35	and	and	CCONJ
easat-7955	79	36	confidentiality	confidentiality	NOUN
easat-7955	79	37	of	of	ADP
easat-7955	79	38	the	the	DET
easat-7955	79	39	reporter	reporter	NOUN
easat-7955	79	40	are	be	AUX
easat-7955	79	41	more	more	ADV
easat-7955	79	42	guaranteed	guarantee	VERB
easat-7955	79	43	.	.	PUNCT
easat-7955	80	1	fraud	fraud	NOUN
easat-7955	80	2	reporters	reporter	NOUN
easat-7955	80	3	only	only	ADV
easat-7955	80	4	need	need	VERB
easat-7955	80	5	to	to	PART
easat-7955	80	6	upload	upload	VERB
easat-7955	80	7	evidence	evidence	NOUN
easat-7955	80	8	in	in	ADP
easat-7955	80	9	the	the	DET
easat-7955	80	10	form	form	NOUN
easat-7955	80	11	of	of	ADP
easat-7955	80	12	photos	photo	NOUN
easat-7955	80	13	,	,	PUNCT
easat-7955	80	14	voice	voice	NOUN
easat-7955	80	15	recordings	recording	NOUN
easat-7955	80	16	,	,	PUNCT
easat-7955	80	17	or	or	CCONJ
easat-7955	80	18	videos	video	NOUN
easat-7955	80	19	which	which	PRON
easat-7955	80	20	will	will	AUX
easat-7955	80	21	later	later	ADV
easat-7955	80	22	be	be	AUX
easat-7955	80	23	able	able	ADJ
easat-7955	80	24	to	to	PART
easat-7955	80	25	immediately	immediately	ADV
easat-7955	80	26	detect	detect	VERB
easat-7955	80	27	the	the	DET
easat-7955	80	28	fraud	fraud	NOUN
easat-7955	80	29	838	838	NUM
easat-7955	80	30	edelweiss	edelweiss	PROPN
easat-7955	80	31	applied	apply	VERB
easat-7955	80	32	science	science	NOUN
easat-7955	80	33	and	and	CCONJ
easat-7955	80	34	technology	technology	NOUN
easat-7955	80	35	issn	issn	PROPN
easat-7955	80	36	:	:	PUNCT
easat-7955	80	37	2576	2576	NUM
easat-7955	80	38	-	-	SYM
easat-7955	80	39	8484	8484	NUM
easat-7955	80	40	vol	vol	NOUN
easat-7955	80	41	.	.	PROPN
easat-7955	81	1	9	9	NUM
easat-7955	81	2	,	,	PUNCT
easat-7955	81	3	no	no	INTJ
easat-7955	81	4	.	.	NOUN
easat-7955	82	1	6	6	NUM
easat-7955	82	2	:	:	SYM
easat-7955	82	3	835	835	NUM
easat-7955	82	4	-	-	SYM
easat-7955	82	5	845	845	NUM
easat-7955	82	6	,	,	PUNCT
easat-7955	82	7	2025	2025	NUM
easat-7955	82	8	doi	doi	NOUN
easat-7955	82	9	:	:	PUNCT
easat-7955	82	10	10.55214/25768484.v9i6.7955	10.55214/25768484.v9i6.7955	NUM
easat-7955	82	11	©	©	PROPN
easat-7955	82	12	2025	2025	NUM
easat-7955	82	13	by	by	ADP
easat-7955	82	14	the	the	DET
easat-7955	82	15	authors	author	NOUN
easat-7955	82	16	;	;	PUNCT
easat-7955	82	17	licensee	licensee	PROPN
easat-7955	82	18	learning	learn	VERB
easat-7955	82	19	gate	gate	NOUN
easat-7955	82	20	pattern	pattern	NOUN
easat-7955	82	21	using	use	VERB
easat-7955	82	22	big	big	ADJ
easat-7955	82	23	data	datum	NOUN
easat-7955	82	24	or	or	CCONJ
easat-7955	82	25	ai	ai	VERB
easat-7955	82	26	.	.	PUNCT
easat-7955	82	27	cloud	cloud	NOUN
easat-7955	82	28	-	-	PUNCT
easat-7955	82	29	based	base	VERB
easat-7955	82	30	data	datum	NOUN
easat-7955	82	31	storage	storage	NOUN
easat-7955	82	32	in	in	ADP
easat-7955	82	33	ewbs	ewb	NOUN
easat-7955	82	34	makes	make	VERB
easat-7955	82	35	the	the	DET
easat-7955	82	36	storage	storage	NOUN
easat-7955	82	37	costs	cost	NOUN
easat-7955	82	38	incurred	incur	VERB
easat-7955	82	39	by	by	ADP
easat-7955	82	40	several	several	ADJ
easat-7955	82	41	companies	company	NOUN
easat-7955	82	42	cheaper	cheaper	ADV
easat-7955	82	43	,	,	PUNCT
easat-7955	82	44	making	make	VERB
easat-7955	82	45	it	it	PRON
easat-7955	82	46	attractive	attractive	ADJ
easat-7955	82	47	in	in	ADP
easat-7955	82	48	the	the	DET
easat-7955	82	49	eyes	eye	NOUN
easat-7955	82	50	of	of	ADP
easat-7955	82	51	company	company	NOUN
easat-7955	82	52	stakeholders	stakeholder	NOUN
easat-7955	82	53	.	.	PUNCT
easat-7955	83	1	many	many	ADJ
easat-7955	83	2	company	company	NOUN
easat-7955	83	3	operations	operation	NOUN
easat-7955	83	4	use	use	VERB
easat-7955	83	5	artificial	artificial	ADJ
easat-7955	83	6	intelligence	intelligence	NOUN
easat-7955	83	7	alone	alone	ADV
easat-7955	83	8	to	to	PART
easat-7955	83	9	detect	detect	VERB
easat-7955	83	10	fraud	fraud	NOUN
easat-7955	83	11	by	by	ADP
easat-7955	83	12	monitoring	monitor	VERB
easat-7955	83	13	user	user	NOUN
easat-7955	83	14	patterns	pattern	NOUN
easat-7955	83	15	and	and	CCONJ
easat-7955	83	16	profiles	profile	NOUN
easat-7955	83	17	but	but	CCONJ
easat-7955	83	18	can	can	AUX
easat-7955	83	19	only	only	ADV
easat-7955	83	20	reduce	reduce	VERB
easat-7955	83	21	fraud	fraud	NOUN
easat-7955	83	22	by	by	ADP
easat-7955	83	23	40	40	NUM
easat-7955	83	24	%	%	NOUN
easat-7955	83	25	[	[	X
easat-7955	83	26	16	16	NUM
easat-7955	83	27	]	]	PUNCT
easat-7955	83	28	.	.	PUNCT
easat-7955	84	1	this	this	PRON
easat-7955	84	2	shows	show	VERB
easat-7955	84	3	that	that	SCONJ
easat-7955	84	4	by	by	ADP
easat-7955	84	5	only	only	ADV
easat-7955	84	6	using	use	VERB
easat-7955	84	7	ai	ai	NOUN
easat-7955	84	8	,	,	PUNCT
easat-7955	84	9	company	company	NOUN
easat-7955	84	10	operations	operation	NOUN
easat-7955	84	11	will	will	AUX
easat-7955	84	12	not	not	PART
easat-7955	84	13	be	be	AUX
easat-7955	84	14	able	able	ADJ
easat-7955	84	15	to	to	PART
easat-7955	84	16	understand	understand	VERB
easat-7955	84	17	someone	someone	PRON
easat-7955	84	18	's	's	PART
easat-7955	84	19	motives	motive	NOUN
easat-7955	84	20	for	for	ADP
easat-7955	84	21	carrying	carry	VERB
easat-7955	84	22	out	out	ADP
easat-7955	84	23	a	a	DET
easat-7955	84	24	transaction	transaction	NOUN
easat-7955	84	25	or	or	CCONJ
easat-7955	84	26	action	action	NOUN
easat-7955	84	27	,	,	PUNCT
easat-7955	84	28	because	because	SCONJ
easat-7955	84	29	ai	ai	VERB
easat-7955	84	30	only	only	ADV
easat-7955	84	31	works	work	NOUN
easat-7955	84	32	based	base	VERB
easat-7955	84	33	on	on	ADP
easat-7955	84	34	existing	exist	VERB
easat-7955	84	35	patterns	pattern	NOUN
easat-7955	84	36	and	and	CCONJ
easat-7955	84	37	historical	historical	ADJ
easat-7955	84	38	data	datum	NOUN
easat-7955	84	39	.	.	PUNCT
easat-7955	85	1	therefore	therefore	ADV
easat-7955	85	2	,	,	PUNCT
easat-7955	85	3	ai	ai	VERB
easat-7955	85	4	must	must	AUX
easat-7955	85	5	be	be	AUX
easat-7955	85	6	combined	combine	VERB
easat-7955	85	7	with	with	ADP
easat-7955	85	8	ewbs	ewb	NOUN
easat-7955	85	9	to	to	PART
easat-7955	85	10	improve	improve	VERB
easat-7955	85	11	the	the	DET
easat-7955	85	12	accuracy	accuracy	NOUN
easat-7955	85	13	of	of	ADP
easat-7955	85	14	fraud	fraud	NOUN
easat-7955	85	15	detection	detection	NOUN
easat-7955	85	16	and	and	CCONJ
easat-7955	85	17	effectively	effectively	ADV
easat-7955	85	18	reduce	reduce	VERB
easat-7955	85	19	the	the	DET
easat-7955	85	20	occurrence	occurrence	NOUN
easat-7955	85	21	of	of	ADP
easat-7955	85	22	fraud	fraud	NOUN
easat-7955	85	23	cases	case	NOUN
easat-7955	85	24	by	by	ADP
easat-7955	85	25	a	a	DET
easat-7955	85	26	larger	large	ADJ
easat-7955	85	27	percentage	percentage	NOUN
easat-7955	85	28	.	.	PUNCT
easat-7955	86	1	the	the	DET
easat-7955	86	2	use	use	NOUN
easat-7955	86	3	of	of	ADP
easat-7955	86	4	ai	ai	VERB
easat-7955	86	5	in	in	ADP
easat-7955	86	6	collaboration	collaboration	NOUN
easat-7955	86	7	with	with	ADP
easat-7955	86	8	ewbs	ewb	NOUN
easat-7955	86	9	can	can	AUX
easat-7955	86	10	increase	increase	VERB
easat-7955	86	11	fraud	fraud	NOUN
easat-7955	86	12	accuracy	accuracy	NOUN
easat-7955	86	13	,	,	PUNCT
easat-7955	86	14	because	because	SCONJ
easat-7955	86	15	it	it	PRON
easat-7955	86	16	will	will	AUX
easat-7955	86	17	capture	capture	VERB
easat-7955	86	18	fraud	fraud	NOUN
easat-7955	86	19	reports	report	NOUN
easat-7955	86	20	in	in	ADP
easat-7955	86	21	real	real	ADJ
easat-7955	86	22	-	-	PUNCT
easat-7955	86	23	time	time	NOUN
easat-7955	86	24	which	which	PRON
easat-7955	86	25	will	will	AUX
easat-7955	86	26	later	later	ADV
easat-7955	86	27	be	be	AUX
easat-7955	86	28	aligned	align	VERB
easat-7955	86	29	with	with	ADP
easat-7955	86	30	predetermined	predetermine	VERB
easat-7955	86	31	acceptance	acceptance	NOUN
easat-7955	86	32	criteria	criterion	NOUN
easat-7955	86	33	,	,	PUNCT
easat-7955	86	34	and	and	CCONJ
easat-7955	86	35	this	this	PRON
easat-7955	86	36	has	have	AUX
easat-7955	86	37	succeeded	succeed	VERB
easat-7955	86	38	in	in	ADP
easat-7955	86	39	overcoming	overcome	VERB
easat-7955	86	40	90	90	NUM
easat-7955	86	41	%	%	NOUN
easat-7955	86	42	of	of	ADP
easat-7955	86	43	reports	report	NOUN
easat-7955	86	44	within	within	ADP
easat-7955	86	45	48	48	NUM
easat-7955	86	46	hours	hour	NOUN
easat-7955	87	1	[	[	X
easat-7955	87	2	17	17	NUM
easat-7955	87	3	]	]	PUNCT
easat-7955	87	4	.	.	PUNCT
easat-7955	88	1	artificial	artificial	ADJ
easat-7955	88	2	intelligence	intelligence	NOUN
easat-7955	88	3	will	will	AUX
easat-7955	88	4	identify	identify	VERB
easat-7955	88	5	reports	report	NOUN
easat-7955	88	6	sent	send	VERB
easat-7955	88	7	anonymously	anonymously	ADV
easat-7955	88	8	via	via	ADP
easat-7955	88	9	ewbs	ewb	NOUN
easat-7955	88	10	by	by	ADP
easat-7955	88	11	matching	match	VERB
easat-7955	88	12	them	they	PRON
easat-7955	88	13	to	to	ADP
easat-7955	88	14	similar	similar	ADJ
easat-7955	88	15	incidents	incident	NOUN
easat-7955	88	16	that	that	PRON
easat-7955	88	17	have	have	AUX
easat-7955	88	18	occurred	occur	VERB
easat-7955	88	19	before	before	ADV
easat-7955	88	20	,	,	PUNCT
easat-7955	88	21	so	so	SCONJ
easat-7955	88	22	that	that	SCONJ
easat-7955	88	23	the	the	DET
easat-7955	88	24	response	response	NOUN
easat-7955	88	25	given	give	VERB
easat-7955	88	26	will	will	AUX
easat-7955	88	27	be	be	AUX
easat-7955	88	28	faster	fast	ADJ
easat-7955	88	29	,	,	PUNCT
easat-7955	88	30	increase	increase	VERB
easat-7955	88	31	accuracy	accuracy	NOUN
easat-7955	88	32	,	,	PUNCT
easat-7955	88	33	increase	increase	VERB
easat-7955	88	34	protection	protection	NOUN
easat-7955	88	35	from	from	ADP
easat-7955	88	36	the	the	DET
easat-7955	88	37	reporter	reporter	NOUN
easat-7955	88	38	,	,	PUNCT
easat-7955	88	39	and	and	CCONJ
easat-7955	88	40	make	make	VERB
easat-7955	88	41	operational	operational	ADJ
easat-7955	88	42	performance	performance	NOUN
easat-7955	88	43	more	more	ADV
easat-7955	88	44	efficient	efficient	ADJ
easat-7955	88	45	.	.	PUNCT
easat-7955	89	1	2.3	2.3	NUM
easat-7955	89	2	.	.	PUNCT
easat-7955	89	3	natural	natural	ADJ
easat-7955	89	4	language	language	NOUN
easat-7955	89	5	processing	processing	NOUN
easat-7955	89	6	and	and	CCONJ
easat-7955	89	7	fraud	fraud	NOUN
easat-7955	89	8	detection	detection	NOUN
easat-7955	89	9	natural	natural	ADJ
easat-7955	89	10	language	language	NOUN
easat-7955	89	11	processing	processing	NOUN
easat-7955	89	12	(	(	PUNCT
easat-7955	89	13	nlp	nlp	NOUN
easat-7955	89	14	)	)	PUNCT
easat-7955	89	15	has	have	AUX
easat-7955	89	16	emerged	emerge	VERB
easat-7955	89	17	as	as	ADP
easat-7955	89	18	a	a	DET
easat-7955	89	19	significant	significant	ADJ
easat-7955	89	20	tool	tool	NOUN
easat-7955	89	21	in	in	ADP
easat-7955	89	22	fraud	fraud	NOUN
easat-7955	89	23	detection	detection	NOUN
easat-7955	89	24	,	,	PUNCT
easat-7955	89	25	particularly	particularly	ADV
easat-7955	89	26	within	within	ADP
easat-7955	89	27	the	the	DET
easat-7955	89	28	financial	financial	ADJ
easat-7955	89	29	and	and	CCONJ
easat-7955	89	30	insurance	insurance	NOUN
easat-7955	89	31	sectors	sector	NOUN
easat-7955	89	32	.	.	PUNCT
easat-7955	90	1	qatawneh	qatawneh	PRON
easat-7955	91	1	[	[	X
easat-7955	91	2	5	5	NUM
easat-7955	91	3	]	]	PUNCT
easat-7955	91	4	indicates	indicate	VERB
easat-7955	91	5	that	that	SCONJ
easat-7955	91	6	nlp	nlp	NOUN
easat-7955	91	7	,	,	PUNCT
easat-7955	91	8	when	when	SCONJ
easat-7955	91	9	integrated	integrate	VERB
easat-7955	91	10	with	with	ADP
easat-7955	91	11	ai	ai	NOUN
easat-7955	91	12	and	and	CCONJ
easat-7955	91	13	machine	machine	NOUN
easat-7955	91	14	learning	learning	NOUN
easat-7955	91	15	,	,	PUNCT
easat-7955	91	16	can	can	AUX
easat-7955	91	17	enhance	enhance	VERB
easat-7955	91	18	fraud	fraud	NOUN
easat-7955	91	19	detection	detection	NOUN
easat-7955	91	20	accuracy	accuracy	NOUN
easat-7955	91	21	and	and	CCONJ
easat-7955	91	22	efficiency	efficiency	NOUN
easat-7955	91	23	.	.	PUNCT
easat-7955	92	1	this	this	PRON
easat-7955	92	2	is	be	AUX
easat-7955	92	3	reinforced	reinforce	VERB
easat-7955	92	4	by	by	ADP
easat-7955	92	5	research	research	NOUN
easat-7955	92	6	by	by	ADP
easat-7955	92	7	hermawan	hermawan	NOUN
easat-7955	92	8	and	and	CCONJ
easat-7955	92	9	novita	novita	NOUN
easat-7955	92	10	[	[	X
easat-7955	92	11	18	18	NUM
easat-7955	92	12	]	]	PUNCT
easat-7955	92	13	stating	state	VERB
easat-7955	92	14	that	that	SCONJ
easat-7955	92	15	nlp	nlp	NOUN
easat-7955	92	16	's	's	PART
easat-7955	92	17	ability	ability	NOUN
easat-7955	92	18	to	to	PART
easat-7955	92	19	analyze	analyze	VERB
easat-7955	92	20	textual	textual	ADJ
easat-7955	92	21	data	datum	NOUN
easat-7955	92	22	enables	enable	VERB
easat-7955	92	23	the	the	DET
easat-7955	92	24	identification	identification	NOUN
easat-7955	92	25	of	of	ADP
easat-7955	92	26	linguistic	linguistic	ADJ
easat-7955	92	27	patterns	pattern	NOUN
easat-7955	92	28	associated	associate	VERB
easat-7955	92	29	with	with	ADP
easat-7955	92	30	fraudulent	fraudulent	ADJ
easat-7955	92	31	behavior	behavior	NOUN
easat-7955	92	32	,	,	PUNCT
easat-7955	92	33	improving	improve	VERB
easat-7955	92	34	the	the	DET
easat-7955	92	35	detection	detection	NOUN
easat-7955	92	36	of	of	ADP
easat-7955	92	37	deceptive	deceptive	ADJ
easat-7955	92	38	practices	practice	NOUN
easat-7955	92	39	in	in	ADP
easat-7955	92	40	various	various	ADJ
easat-7955	92	41	contexts	contexts	NOUN
easat-7955	92	42	,	,	PUNCT
easat-7955	92	43	including	include	VERB
easat-7955	92	44	news	news	NOUN
easat-7955	92	45	media	medium	NOUN
easat-7955	92	46	.	.	PUNCT
easat-7955	93	1	in	in	ADP
easat-7955	93	2	insurance	insurance	NOUN
easat-7955	93	3	,	,	PUNCT
easat-7955	93	4	nlp	nlp	NOUN
easat-7955	93	5	facilitates	facilitate	VERB
easat-7955	93	6	the	the	DET
easat-7955	93	7	automated	automate	VERB
easat-7955	93	8	analysis	analysis	NOUN
easat-7955	93	9	of	of	ADP
easat-7955	93	10	written	write	VERB
easat-7955	93	11	claims	claim	NOUN
easat-7955	93	12	,	,	PUNCT
easat-7955	93	13	identifying	identify	VERB
easat-7955	93	14	keywords	keyword	NOUN
easat-7955	93	15	and	and	CCONJ
easat-7955	93	16	phrases	phrase	NOUN
easat-7955	93	17	indicative	indicative	ADJ
easat-7955	93	18	of	of	ADP
easat-7955	93	19	potential	potential	ADJ
easat-7955	93	20	fraud	fraud	NOUN
easat-7955	93	21	[	[	X
easat-7955	93	22	19	19	NUM
easat-7955	93	23	]	]	PUNCT
easat-7955	93	24	.	.	PUNCT
easat-7955	94	1	the	the	DET
easat-7955	94	2	integration	integration	NOUN
easat-7955	94	3	of	of	ADP
easat-7955	94	4	nlp	nlp	NOUN
easat-7955	94	5	with	with	ADP
easat-7955	94	6	other	other	ADJ
easat-7955	94	7	advanced	advanced	ADJ
easat-7955	94	8	technologies	technology	NOUN
easat-7955	94	9	has	have	AUX
easat-7955	94	10	shown	show	VERB
easat-7955	94	11	promising	promising	ADJ
easat-7955	94	12	results	result	NOUN
easat-7955	94	13	,	,	PUNCT
easat-7955	94	14	including	include	VERB
easat-7955	94	15	a	a	DET
easat-7955	94	16	30	30	NUM
easat-7955	94	17	%	%	NOUN
easat-7955	94	18	increase	increase	NOUN
easat-7955	94	19	in	in	ADP
easat-7955	94	20	fraud	fraud	NOUN
easat-7955	94	21	detection	detection	NOUN
easat-7955	94	22	accuracy	accuracy	NOUN
easat-7955	94	23	and	and	CCONJ
easat-7955	94	24	a	a	DET
easat-7955	94	25	40	40	NUM
easat-7955	94	26	%	%	NOUN
easat-7955	94	27	improvement	improvement	NOUN
easat-7955	94	28	in	in	ADP
easat-7955	94	29	compliance	compliance	NOUN
easat-7955	94	30	documentation	documentation	NOUN
easat-7955	94	31	processing	processing	NOUN
easat-7955	94	32	efficiency	efficiency	NOUN
easat-7955	94	33	[	[	X
easat-7955	94	34	19	19	NUM
easat-7955	94	35	]	]	PUNCT
easat-7955	94	36	.	.	PUNCT
easat-7955	95	1	these	these	DET
easat-7955	95	2	advancements	advancement	NOUN
easat-7955	95	3	suggest	suggest	VERB
easat-7955	95	4	that	that	SCONJ
easat-7955	95	5	nlp	nlp	NOUN
easat-7955	95	6	plays	play	VERB
easat-7955	95	7	a	a	DET
easat-7955	95	8	crucial	crucial	ADJ
easat-7955	95	9	role	role	NOUN
easat-7955	95	10	in	in	ADP
easat-7955	95	11	modernizing	modernize	VERB
easat-7955	95	12	fraud	fraud	NOUN
easat-7955	95	13	detection	detection	NOUN
easat-7955	95	14	strategies	strategy	NOUN
easat-7955	95	15	across	across	ADP
easat-7955	95	16	multiple	multiple	ADJ
easat-7955	95	17	industries	industry	NOUN
easat-7955	95	18	.	.	PUNCT
easat-7955	96	1	based	base	VERB
easat-7955	96	2	on	on	ADP
easat-7955	96	3	this	this	DET
easat-7955	96	4	explanation	explanation	NOUN
easat-7955	96	5	,	,	PUNCT
easat-7955	96	6	we	we	PRON
easat-7955	96	7	formulate	formulate	VERB
easat-7955	96	8	the	the	DET
easat-7955	96	9	first	first	ADJ
easat-7955	96	10	hypothesis	hypothesis	NOUN
easat-7955	96	11	as	as	SCONJ
easat-7955	96	12	follows	follow	VERB
easat-7955	96	13	:	:	PUNCT
easat-7955	96	14	h1	h1	NOUN
easat-7955	96	15	:	:	PUNCT
easat-7955	96	16	natural	natural	ADJ
easat-7955	96	17	language	language	NOUN
easat-7955	96	18	processing	processing	NOUN
easat-7955	96	19	significantly	significantly	ADV
easat-7955	96	20	affects	affect	VERB
easat-7955	96	21	fraud	fraud	NOUN
easat-7955	96	22	detection	detection	NOUN
easat-7955	96	23	2.4	2.4	NUM
easat-7955	96	24	.	.	PUNCT
easat-7955	97	1	ai	ai	AUX
easat-7955	97	2	-	-	PUNCT
easat-7955	97	3	driven	drive	VERB
easat-7955	97	4	data	datum	NOUN
easat-7955	97	5	analysis	analysis	NOUN
easat-7955	97	6	and	and	CCONJ
easat-7955	97	7	fraud	fraud	NOUN
easat-7955	97	8	detection	detection	NOUN
easat-7955	97	9	artificial	artificial	ADJ
easat-7955	97	10	intelligence	intelligence	NOUN
easat-7955	97	11	(	(	PUNCT
easat-7955	97	12	ai	ai	PROPN
easat-7955	97	13	)	)	PUNCT
easat-7955	97	14	is	be	AUX
easat-7955	97	15	revolutionizing	revolutionize	VERB
easat-7955	97	16	financial	financial	ADJ
easat-7955	97	17	fraud	fraud	NOUN
easat-7955	97	18	detection	detection	NOUN
easat-7955	97	19	by	by	ADP
easat-7955	97	20	offering	offer	VERB
easat-7955	97	21	more	more	ADV
easat-7955	97	22	accurate	accurate	ADJ
easat-7955	97	23	,	,	PUNCT
easat-7955	97	24	scalable	scalable	ADJ
easat-7955	97	25	,	,	PUNCT
easat-7955	97	26	and	and	CCONJ
easat-7955	97	27	adaptive	adaptive	ADJ
easat-7955	97	28	systems	system	NOUN
easat-7955	97	29	compared	compare	VERB
easat-7955	97	30	to	to	ADP
easat-7955	97	31	traditional	traditional	ADJ
easat-7955	97	32	methods	method	NOUN
easat-7955	97	33	[	[	X
easat-7955	97	34	20	20	NUM
easat-7955	97	35	]	]	PUNCT
easat-7955	97	36	.	.	PUNCT
easat-7955	98	1	some	some	DET
easat-7955	98	2	parties	party	NOUN
easat-7955	98	3	assume	assume	VERB
easat-7955	98	4	that	that	SCONJ
easat-7955	98	5	the	the	DET
easat-7955	98	6	use	use	NOUN
easat-7955	98	7	of	of	ADP
easat-7955	98	8	artificial	artificial	ADJ
easat-7955	98	9	intelligence	intelligence	NOUN
easat-7955	98	10	(	(	PUNCT
easat-7955	98	11	ai	ai	NOUN
easat-7955	98	12	)	)	PUNCT
easat-7955	98	13	will	will	AUX
easat-7955	98	14	reduce	reduce	VERB
easat-7955	98	15	the	the	DET
easat-7955	98	16	detection	detection	NOUN
easat-7955	98	17	of	of	ADP
easat-7955	98	18	fraud	fraud	NOUN
easat-7955	98	19	that	that	PRON
easat-7955	98	20	does	do	AUX
easat-7955	98	21	not	not	PART
easat-7955	98	22	actually	actually	ADV
easat-7955	98	23	exist	exist	VERB
easat-7955	98	24	,	,	PUNCT
easat-7955	98	25	because	because	SCONJ
easat-7955	98	26	there	there	PRON
easat-7955	98	27	are	be	VERB
easat-7955	98	28	adjustments	adjustment	NOUN
easat-7955	98	29	to	to	ADP
easat-7955	98	30	the	the	DET
easat-7955	98	31	algorithm	algorithm	NOUN
easat-7955	98	32	that	that	PRON
easat-7955	98	33	can	can	AUX
easat-7955	98	34	reduce	reduce	VERB
easat-7955	98	35	errors	error	NOUN
easat-7955	98	36	.	.	PUNCT
easat-7955	99	1	artificial	artificial	ADJ
easat-7955	99	2	intelligence	intelligence	NOUN
easat-7955	99	3	can	can	AUX
easat-7955	99	4	process	process	VERB
easat-7955	99	5	large	large	ADJ
easat-7955	99	6	amounts	amount	NOUN
easat-7955	99	7	of	of	ADP
easat-7955	99	8	data	datum	NOUN
easat-7955	99	9	on	on	ADP
easat-7955	99	10	a	a	DET
easat-7955	99	11	fast	fast	ADJ
easat-7955	99	12	time	time	NOUN
easat-7955	99	13	scale	scale	NOUN
easat-7955	99	14	,	,	PUNCT
easat-7955	99	15	allowing	allow	VERB
easat-7955	99	16	for	for	ADP
easat-7955	99	17	real	real	ADJ
easat-7955	99	18	-	-	PUNCT
easat-7955	99	19	time	time	NOUN
easat-7955	99	20	handling	handling	NOUN
easat-7955	99	21	,	,	PUNCT
easat-7955	99	22	which	which	PRON
easat-7955	99	23	creates	create	VERB
easat-7955	99	24	more	more	ADV
easat-7955	99	25	accurate	accurate	ADJ
easat-7955	99	26	and	and	CCONJ
easat-7955	99	27	timely	timely	ADJ
easat-7955	99	28	information	information	NOUN
easat-7955	99	29	[	[	X
easat-7955	99	30	21	21	NUM
easat-7955	99	31	]	]	PUNCT
easat-7955	99	32	.	.	PUNCT
easat-7955	100	1	several	several	ADJ
easat-7955	100	2	other	other	ADJ
easat-7955	100	3	studies	study	NOUN
easat-7955	100	4	also	also	ADV
easat-7955	100	5	say	say	VERB
easat-7955	100	6	that	that	SCONJ
easat-7955	101	1	[	[	X
easat-7955	101	2	22	22	NUM
easat-7955	101	3	]	]	PUNCT
easat-7955	101	4	.	.	PUNCT
easat-7955	102	1	artificial	artificial	ADJ
easat-7955	102	2	intelligence	intelligence	NOUN
easat-7955	102	3	can	can	AUX
easat-7955	102	4	increase	increase	VERB
easat-7955	102	5	the	the	DET
easat-7955	102	6	accuracy	accuracy	NOUN
easat-7955	102	7	of	of	ADP
easat-7955	102	8	fraud	fraud	NOUN
easat-7955	102	9	detection	detection	NOUN
easat-7955	102	10	and	and	CCONJ
easat-7955	102	11	reduce	reduce	VERB
easat-7955	102	12	false	false	ADJ
easat-7955	102	13	positives	positive	NOUN
easat-7955	102	14	or	or	CCONJ
easat-7955	102	15	false	false	ADJ
easat-7955	102	16	negatives	negative	NOUN
easat-7955	102	17	in	in	ADP
easat-7955	102	18	the	the	DET
easat-7955	102	19	financial	financial	ADJ
easat-7955	102	20	industry	industry	NOUN
easat-7955	102	21	.	.	PUNCT
easat-7955	103	1	and	and	CCONJ
easat-7955	103	2	so	so	ADV
easat-7955	103	3	,	,	PUNCT
easat-7955	103	4	we	we	PRON
easat-7955	103	5	formulate	formulate	VERB
easat-7955	103	6	the	the	DET
easat-7955	103	7	second	second	ADJ
easat-7955	103	8	hypothesis	hypothesis	NOUN
easat-7955	103	9	as	as	SCONJ
easat-7955	103	10	follows	follow	VERB
easat-7955	103	11	:	:	PUNCT
easat-7955	103	12	h2	h2	NOUN
easat-7955	103	13	:	:	PUNCT
easat-7955	103	14	ai	ai	VERB
easat-7955	103	15	-	-	PUNCT
easat-7955	103	16	driven	drive	VERB
easat-7955	103	17	data	datum	NOUN
easat-7955	103	18	analysis	analysis	NOUN
easat-7955	103	19	significantly	significantly	ADV
easat-7955	103	20	affects	affect	VERB
easat-7955	103	21	fraud	fraud	NOUN
easat-7955	103	22	detection	detection	NOUN
easat-7955	103	23	2.5	2.5	NUM
easat-7955	103	24	.	.	PUNCT
easat-7955	104	1	ai	ai	VERB
easat-7955	104	2	-	-	PUNCT
easat-7955	104	3	driven	drive	VERB
easat-7955	104	4	risk	risk	NOUN
easat-7955	104	5	assessment	assessment	NOUN
easat-7955	104	6	and	and	CCONJ
easat-7955	104	7	fraud	fraud	NOUN
easat-7955	104	8	detection	detection	NOUN
easat-7955	104	9	ai	ai	AUX
easat-7955	104	10	-	-	PUNCT
easat-7955	104	11	driven	drive	VERB
easat-7955	104	12	risk	risk	NOUN
easat-7955	104	13	assessment	assessment	NOUN
easat-7955	104	14	models	model	NOUN
easat-7955	104	15	significantly	significantly	ADV
easat-7955	104	16	improve	improve	VERB
easat-7955	104	17	real	real	ADJ
easat-7955	104	18	-	-	PUNCT
easat-7955	104	19	time	time	NOUN
easat-7955	104	20	fraud	fraud	NOUN
easat-7955	104	21	detection	detection	NOUN
easat-7955	104	22	and	and	CCONJ
easat-7955	104	23	adaptability	adaptability	NOUN
easat-7955	104	24	to	to	ADP
easat-7955	104	25	evolving	evolve	VERB
easat-7955	104	26	fraud	fraud	NOUN
easat-7955	104	27	patterns	pattern	NOUN
easat-7955	104	28	,	,	PUNCT
easat-7955	104	29	with	with	ADP
easat-7955	104	30	one	one	NUM
easat-7955	104	31	study	study	NOUN
easat-7955	104	32	reporting	report	VERB
easat-7955	104	33	a	a	DET
easat-7955	104	34	98.7	98.7	NUM
easat-7955	104	35	%	%	NOUN
easat-7955	104	36	detection	detection	NOUN
easat-7955	104	37	accuracy	accuracy	NOUN
easat-7955	104	38	and	and	CCONJ
easat-7955	104	39	the	the	DET
easat-7955	104	40	ability	ability	NOUN
easat-7955	104	41	to	to	PART
easat-7955	104	42	process	process	VERB
easat-7955	104	43	over	over	ADP
easat-7955	104	44	5	5	NUM
easat-7955	104	45	million	million	NUM
easat-7955	104	46	transactions	transaction	NOUN
easat-7955	104	47	per	per	ADP
easat-7955	104	48	second	second	NOUN
easat-7955	104	49	[	[	X
easat-7955	104	50	23	23	NUM
easat-7955	104	51	]	]	PUNCT
easat-7955	104	52	.	.	PUNCT
easat-7955	105	1	these	these	DET
easat-7955	105	2	technologies	technology	NOUN
easat-7955	105	3	enable	enable	VERB
easat-7955	105	4	financial	financial	ADJ
easat-7955	105	5	institutions	institution	NOUN
easat-7955	105	6	to	to	PART
easat-7955	105	7	process	process	VERB
easat-7955	105	8	vast	vast	ADJ
easat-7955	105	9	amounts	amount	NOUN
easat-7955	105	10	of	of	ADP
easat-7955	105	11	data	datum	NOUN
easat-7955	105	12	rapidly	rapidly	ADV
easat-7955	105	13	,	,	PUNCT
easat-7955	105	14	identifying	identify	VERB
easat-7955	105	15	patterns	pattern	NOUN
easat-7955	105	16	and	and	CCONJ
easat-7955	105	17	anomalies	anomaly	NOUN
easat-7955	105	18	that	that	PRON
easat-7955	105	19	might	might	AUX
easat-7955	105	20	be	be	AUX
easat-7955	105	21	missed	miss	VERB
easat-7955	105	22	by	by	ADP
easat-7955	105	23	human	human	ADJ
easat-7955	105	24	analysts	analyst	NOUN
easat-7955	105	25	.	.	PUNCT
easat-7955	106	1	ai	ai	VERB
easat-7955	106	2	-	-	PUNCT
easat-7955	106	3	driven	drive	VERB
easat-7955	106	4	approaches	approach	NOUN
easat-7955	106	5	offer	offer	VERB
easat-7955	106	6	dynamic	dynamic	ADJ
easat-7955	106	7	and	and	CCONJ
easat-7955	106	8	precise	precise	ADJ
easat-7955	106	9	risk	risk	NOUN
easat-7955	106	10	evaluations	evaluation	NOUN
easat-7955	106	11	,	,	PUNCT
easat-7955	106	12	continuously	continuously	ADV
easat-7955	106	13	updating	update	VERB
easat-7955	106	14	and	and	CCONJ
easat-7955	106	15	learning	learn	VERB
easat-7955	106	16	from	from	ADP
easat-7955	106	17	added	add	VERB
easat-7955	106	18	information	information	NOUN
easat-7955	106	19	,	,	PUNCT
easat-7955	106	20	which	which	PRON
easat-7955	106	21	is	be	AUX
easat-7955	106	22	particularly	particularly	ADV
easat-7955	106	23	beneficial	beneficial	ADJ
easat-7955	106	24	in	in	ADP
easat-7955	106	25	credit	credit	NOUN
easat-7955	106	26	scoring	scoring	NOUN
easat-7955	106	27	and	and	CCONJ
easat-7955	106	28	default	default	NOUN
easat-7955	106	29	prediction	prediction	NOUN
easat-7955	106	30	as	as	SCONJ
easat-7955	106	31	stated	state	VERB
easat-7955	106	32	by	by	ADP
easat-7955	106	33	ikudabo	ikudabo	NOUN
easat-7955	106	34	and	and	CCONJ
easat-7955	106	35	kumar	kumar	PROPN
easat-7955	106	36	[	[	X
easat-7955	106	37	24	24	NUM
easat-7955	106	38	]	]	PUNCT
easat-7955	106	39	.	.	PUNCT
easat-7955	107	1	in	in	ADP
easat-7955	107	2	auditing	auditing	NOUN
easat-7955	107	3	,	,	PUNCT
easat-7955	107	4	ai	ai	AUX
easat-7955	107	5	enhances	enhance	VERB
easat-7955	107	6	strategic	strategic	ADJ
easat-7955	107	7	planning	planning	NOUN
easat-7955	107	8	by	by	ADP
easat-7955	107	9	providing	provide	VERB
easat-7955	107	10	realtime	realtime	NOUN
easat-7955	107	11	insights	insight	NOUN
easat-7955	107	12	and	and	CCONJ
easat-7955	107	13	allowing	allow	VERB
easat-7955	107	14	auditors	auditor	NOUN
easat-7955	107	15	to	to	PART
easat-7955	107	16	focus	focus	VERB
easat-7955	107	17	on	on	ADP
easat-7955	107	18	high	high	ADJ
easat-7955	107	19	-	-	PUNCT
easat-7955	107	20	risk	risk	NOUN
easat-7955	107	21	areas	area	NOUN
easat-7955	107	22	[	[	X
easat-7955	107	23	12	12	NUM
easat-7955	107	24	]	]	PUNCT
easat-7955	107	25	.	.	PUNCT
easat-7955	108	1	based	base	VERB
easat-7955	108	2	on	on	ADP
easat-7955	108	3	this	this	DET
easat-7955	108	4	explanation	explanation	NOUN
easat-7955	108	5	,	,	PUNCT
easat-7955	108	6	we	we	PRON
easat-7955	108	7	formulate	formulate	VERB
easat-7955	108	8	the	the	DET
easat-7955	108	9	third	third	ADJ
easat-7955	108	10	hypothesis	hypothesis	NOUN
easat-7955	108	11	as	as	SCONJ
easat-7955	108	12	follows	follow	VERB
easat-7955	108	13	:	:	PUNCT
easat-7955	108	14	839	839	NUM
easat-7955	108	15	edelweiss	edelweiss	PROPN
easat-7955	108	16	applied	apply	VERB
easat-7955	108	17	science	science	NOUN
easat-7955	108	18	and	and	CCONJ
easat-7955	108	19	technology	technology	NOUN
easat-7955	108	20	issn	issn	PROPN
easat-7955	108	21	:	:	PUNCT
easat-7955	108	22	2576	2576	NUM
easat-7955	108	23	-	-	SYM
easat-7955	108	24	8484	8484	NUM
easat-7955	108	25	vol	vol	NOUN
easat-7955	108	26	.	.	PROPN
easat-7955	109	1	9	9	NUM
easat-7955	109	2	,	,	PUNCT
easat-7955	109	3	no	no	INTJ
easat-7955	109	4	.	.	NOUN
easat-7955	110	1	6	6	NUM
easat-7955	110	2	:	:	SYM
easat-7955	110	3	835	835	NUM
easat-7955	110	4	-	-	SYM
easat-7955	110	5	845	845	NUM
easat-7955	110	6	,	,	PUNCT
easat-7955	110	7	2025	2025	NUM
easat-7955	110	8	doi	doi	NOUN
easat-7955	110	9	:	:	PUNCT
easat-7955	110	10	10.55214/25768484.v9i6.7955	10.55214/25768484.v9i6.7955	NUM
easat-7955	110	11	©	©	PROPN
easat-7955	110	12	2025	2025	NUM
easat-7955	110	13	by	by	ADP
easat-7955	110	14	the	the	DET
easat-7955	110	15	authors	author	NOUN
easat-7955	110	16	;	;	PUNCT
easat-7955	110	17	licensee	licensee	PROPN
easat-7955	110	18	learning	learn	VERB
easat-7955	110	19	gate	gate	NOUN
easat-7955	110	20	h3	h3	NOUN
easat-7955	110	21	:	:	PUNCT
easat-7955	110	22	ai	ai	VERB
easat-7955	110	23	-	-	PUNCT
easat-7955	110	24	driven	drive	VERB
easat-7955	110	25	risk	risk	NOUN
easat-7955	110	26	assessment	assessment	NOUN
easat-7955	110	27	significantly	significantly	ADV
easat-7955	110	28	affects	affect	VERB
easat-7955	110	29	fraud	fraud	NOUN
easat-7955	110	30	detection	detection	NOUN
easat-7955	110	31	.	.	PUNCT
easat-7955	111	1	2.6	2.6	NUM
easat-7955	111	2	.	.	X
easat-7955	111	3	electronic	electronic	ADJ
easat-7955	111	4	whistle	whistle	NOUN
easat-7955	111	5	blowing	blow	VERB
easat-7955	111	6	system	system	NOUN
easat-7955	111	7	and	and	CCONJ
easat-7955	111	8	fraud	fraud	NOUN
easat-7955	111	9	detection	detection	NOUN
easat-7955	111	10	criminal	criminal	ADJ
easat-7955	111	11	acts	act	NOUN
easat-7955	111	12	involving	involve	VERB
easat-7955	111	13	fraud	fraud	NOUN
easat-7955	111	14	cases	case	NOUN
easat-7955	111	15	have	have	AUX
easat-7955	111	16	not	not	PART
easat-7955	111	17	yet	yet	ADV
easat-7955	111	18	decreased	decrease	VERB
easat-7955	111	19	in	in	ADP
easat-7955	111	20	various	various	ADJ
easat-7955	111	21	countries	country	NOUN
easat-7955	111	22	,	,	PUNCT
easat-7955	111	23	and	and	CCONJ
easat-7955	111	24	in	in	ADP
easat-7955	111	25	fact	fact	NOUN
easat-7955	111	26	are	be	AUX
easat-7955	111	27	still	still	ADV
easat-7955	111	28	increasing	increase	VERB
easat-7955	111	29	with	with	ADP
easat-7955	111	30	various	various	ADJ
easat-7955	111	31	new	new	ADJ
easat-7955	111	32	modes	mode	NOUN
easat-7955	111	33	used	use	VERB
easat-7955	111	34	by	by	ADP
easat-7955	111	35	the	the	DET
easat-7955	111	36	perpetrators	perpetrator	NOUN
easat-7955	111	37	[	[	X
easat-7955	111	38	25	25	NUM
easat-7955	111	39	]	]	PUNCT
easat-7955	111	40	.	.	PUNCT
easat-7955	112	1	in	in	ADP
easat-7955	112	2	this	this	DET
easat-7955	112	3	era	era	NOUN
easat-7955	112	4	of	of	ADP
easat-7955	112	5	digital	digital	ADJ
easat-7955	112	6	technology	technology	NOUN
easat-7955	112	7	,	,	PUNCT
easat-7955	112	8	company	company	NOUN
easat-7955	112	9	operations	operation	NOUN
easat-7955	112	10	must	must	AUX
easat-7955	112	11	implement	implement	VERB
easat-7955	112	12	a	a	DET
easat-7955	112	13	sophisticated	sophisticated	ADJ
easat-7955	112	14	,	,	PUNCT
easat-7955	112	15	effective	effective	ADJ
easat-7955	112	16	,	,	PUNCT
easat-7955	112	17	and	and	CCONJ
easat-7955	112	18	efficient	efficient	ADJ
easat-7955	112	19	electronic	electronic	ADJ
easat-7955	112	20	violation	violation	NOUN
easat-7955	112	21	reporting	report	VERB
easat-7955	112	22	system	system	NOUN
easat-7955	112	23	to	to	PART
easat-7955	112	24	spread	spread	VERB
easat-7955	112	25	fraud	fraud	NOUN
easat-7955	112	26	cases	case	NOUN
easat-7955	112	27	.	.	PUNCT
easat-7955	113	1	nwakeze	nwakeze	PROPN
easat-7955	113	2	,	,	PUNCT
easat-7955	113	3	et	et	PROPN
easat-7955	113	4	al	al	PROPN
easat-7955	113	5	.	.	PUNCT
easat-7955	114	1	[	[	X
easat-7955	114	2	26	26	NUM
easat-7955	114	3	]	]	PUNCT
easat-7955	114	4	shows	show	VERB
easat-7955	114	5	that	that	SCONJ
easat-7955	114	6	30	30	NUM
easat-7955	114	7	%	%	NOUN
easat-7955	114	8	of	of	ADP
easat-7955	114	9	companies	company	NOUN
easat-7955	114	10	throughout	throughout	ADP
easat-7955	114	11	the	the	DET
easat-7955	114	12	world	world	NOUN
easat-7955	114	13	experience	experience	NOUN
easat-7955	114	14	fraud	fraud	NOUN
easat-7955	114	15	because	because	SCONJ
easat-7955	114	16	of	of	ADP
easat-7955	114	17	their	their	PRON
easat-7955	114	18	own	own	ADJ
easat-7955	114	19	employees	employee	NOUN
easat-7955	114	20	or	or	CCONJ
easat-7955	114	21	company	company	NOUN
easat-7955	114	22	management	management	NOUN
easat-7955	114	23	.	.	PUNCT
easat-7955	115	1	researchers	researcher	NOUN
easat-7955	115	2	also	also	ADV
easat-7955	115	3	indicated	indicate	VERB
easat-7955	115	4	that	that	SCONJ
easat-7955	115	5	electronic	electronic	ADJ
easat-7955	115	6	violation	violation	NOUN
easat-7955	115	7	reporting	report	VERB
easat-7955	115	8	systems	system	NOUN
easat-7955	115	9	are	be	AUX
easat-7955	115	10	important	important	ADJ
easat-7955	115	11	in	in	ADP
easat-7955	115	12	detecting	detect	VERB
easat-7955	115	13	and	and	CCONJ
easat-7955	115	14	spreading	spread	VERB
easat-7955	115	15	fraud	fraud	NOUN
easat-7955	115	16	and	and	CCONJ
easat-7955	115	17	preventing	prevent	VERB
easat-7955	115	18	violations	violation	NOUN
easat-7955	115	19	of	of	ADP
easat-7955	115	20	the	the	DET
easat-7955	115	21	law	law	NOUN
easat-7955	115	22	.	.	PUNCT
easat-7955	116	1	apart	apart	ADV
easat-7955	116	2	from	from	ADP
easat-7955	116	3	that	that	PRON
easat-7955	116	4	,	,	PUNCT
easat-7955	116	5	the	the	DET
easat-7955	116	6	use	use	NOUN
easat-7955	116	7	of	of	ADP
easat-7955	116	8	an	an	DET
easat-7955	116	9	electronic	electronic	ADJ
easat-7955	116	10	whistleblowing	whistleblowing	NOUN
easat-7955	116	11	system	system	NOUN
easat-7955	116	12	as	as	ADP
easat-7955	116	13	a	a	DET
easat-7955	116	14	system	system	NOUN
easat-7955	116	15	that	that	PRON
easat-7955	116	16	will	will	AUX
easat-7955	116	17	detect	detect	VERB
easat-7955	116	18	fraud	fraud	NOUN
easat-7955	116	19	is	be	AUX
easat-7955	116	20	believed	believe	VERB
easat-7955	116	21	to	to	PART
easat-7955	116	22	be	be	AUX
easat-7955	116	23	a	a	DET
easat-7955	116	24	system	system	NOUN
easat-7955	116	25	that	that	PRON
easat-7955	116	26	can	can	AUX
easat-7955	116	27	help	help	VERB
easat-7955	116	28	auditors	auditor	NOUN
easat-7955	116	29	to	to	PART
easat-7955	116	30	carry	carry	VERB
easat-7955	116	31	out	out	ADP
easat-7955	116	32	investigative	investigative	ADJ
easat-7955	116	33	audit	audit	NOUN
easat-7955	116	34	activities	activity	NOUN
easat-7955	116	35	,	,	PUNCT
easat-7955	116	36	because	because	SCONJ
easat-7955	116	37	the	the	DET
easat-7955	116	38	incoming	incoming	ADJ
easat-7955	116	39	report	report	NOUN
easat-7955	116	40	will	will	AUX
easat-7955	116	41	be	be	AUX
easat-7955	116	42	the	the	DET
easat-7955	116	43	first	first	ADJ
easat-7955	116	44	step	step	NOUN
easat-7955	116	45	to	to	PART
easat-7955	116	46	prevent	prevent	VERB
easat-7955	116	47	violations	violation	NOUN
easat-7955	116	48	[	[	X
easat-7955	116	49	25	25	NUM
easat-7955	116	50	]	]	PUNCT
easat-7955	116	51	.	.	PUNCT
easat-7955	117	1	so	so	ADV
easat-7955	117	2	,	,	PUNCT
easat-7955	117	3	to	to	PART
easat-7955	117	4	find	find	VERB
easat-7955	117	5	out	out	ADP
easat-7955	117	6	more	more	ADJ
easat-7955	117	7	about	about	ADP
easat-7955	117	8	whether	whether	SCONJ
easat-7955	117	9	the	the	DET
easat-7955	117	10	use	use	NOUN
easat-7955	117	11	of	of	ADP
easat-7955	117	12	ewbs	ewb	NOUN
easat-7955	117	13	an	an	DET
easat-7955	117	14	effective	effective	ADJ
easat-7955	117	15	way	way	NOUN
easat-7955	117	16	is	be	AUX
easat-7955	117	17	to	to	PART
easat-7955	117	18	detect	detect	VERB
easat-7955	117	19	fraud	fraud	NOUN
easat-7955	117	20	,	,	PUNCT
easat-7955	117	21	we	we	PRON
easat-7955	117	22	formulated	formulate	VERB
easat-7955	117	23	the	the	DET
easat-7955	117	24	fourth	fourth	ADJ
easat-7955	117	25	hypothesis	hypothesis	NOUN
easat-7955	117	26	:	:	PUNCT
easat-7955	117	27	h4	h4	NOUN
easat-7955	117	28	:	:	PUNCT
easat-7955	117	29	electronic	electronic	ADJ
easat-7955	117	30	whistle	whistle	NOUN
easat-7955	117	31	blowing	blow	VERB
easat-7955	117	32	system	system	NOUN
easat-7955	117	33	significantly	significantly	ADV
easat-7955	117	34	affect	affect	VERB
easat-7955	117	35	fraud	fraud	NOUN
easat-7955	117	36	detection	detection	NOUN
easat-7955	117	37	.	.	PUNCT
easat-7955	118	1	3	3	X
easat-7955	118	2	.	.	NOUN
easat-7955	118	3	method	method	NOUN
easat-7955	118	4	,	,	PUNCT
easat-7955	118	5	data	datum	NOUN
easat-7955	118	6	,	,	PUNCT
easat-7955	118	7	and	and	CCONJ
easat-7955	118	8	analysis	analysis	NOUN
easat-7955	118	9	3.1	3.1	NUM
easat-7955	118	10	.	.	PUNCT
easat-7955	119	1	research	research	NOUN
easat-7955	119	2	method	method	NOUN
easat-7955	119	3	quantitative	quantitative	ADJ
easat-7955	119	4	method	method	NOUN
easat-7955	119	5	is	be	AUX
easat-7955	119	6	the	the	DET
easat-7955	119	7	main	main	ADJ
easat-7955	119	8	method	method	NOUN
easat-7955	119	9	that	that	PRON
easat-7955	119	10	will	will	AUX
easat-7955	119	11	be	be	AUX
easat-7955	119	12	used	use	VERB
easat-7955	119	13	in	in	ADP
easat-7955	119	14	the	the	DET
easat-7955	119	15	research	research	NOUN
easat-7955	119	16	with	with	ADP
easat-7955	119	17	the	the	DET
easat-7955	119	18	utilization	utilization	NOUN
easat-7955	119	19	of	of	ADP
easat-7955	119	20	primary	primary	ADJ
easat-7955	119	21	data	datum	NOUN
easat-7955	119	22	.	.	PUNCT
easat-7955	120	1	the	the	DET
easat-7955	120	2	population	population	NOUN
easat-7955	120	3	that	that	PRON
easat-7955	120	4	will	will	AUX
easat-7955	120	5	be	be	AUX
easat-7955	120	6	used	use	VERB
easat-7955	120	7	in	in	ADP
easat-7955	120	8	this	this	DET
easat-7955	120	9	research	research	NOUN
easat-7955	120	10	is	be	AUX
easat-7955	120	11	an	an	DET
easat-7955	120	12	unknown	unknown	ADJ
easat-7955	120	13	population	population	NOUN
easat-7955	120	14	that	that	PRON
easat-7955	120	15	will	will	AUX
easat-7955	120	16	be	be	AUX
easat-7955	120	17	focused	focus	VERB
easat-7955	120	18	on	on	ADP
easat-7955	120	19	employees	employee	NOUN
easat-7955	120	20	working	work	VERB
easat-7955	120	21	in	in	ADP
easat-7955	120	22	start	start	NOUN
easat-7955	120	23	-	-	PUNCT
easat-7955	120	24	up	up	ADP
easat-7955	120	25	companies	company	NOUN
easat-7955	120	26	.	.	PUNCT
easat-7955	121	1	the	the	DET
easat-7955	121	2	research	research	NOUN
easat-7955	121	3	uses	use	VERB
easat-7955	121	4	unknown	unknown	ADJ
easat-7955	121	5	population	population	NOUN
easat-7955	121	6	because	because	SCONJ
easat-7955	121	7	of	of	ADP
easat-7955	121	8	the	the	DET
easat-7955	121	9	high	high	ADJ
easat-7955	121	10	level	level	NOUN
easat-7955	121	11	of	of	ADP
easat-7955	121	12	workforce	workforce	NOUN
easat-7955	121	13	fluctuation	fluctuation	NOUN
easat-7955	121	14	,	,	PUNCT
easat-7955	121	15	where	where	SCONJ
easat-7955	121	16	every	every	DET
easat-7955	121	17	day	day	NOUN
easat-7955	121	18	there	there	PRON
easat-7955	121	19	must	must	AUX
easat-7955	121	20	be	be	AUX
easat-7955	121	21	new	new	ADJ
easat-7955	121	22	employees	employee	NOUN
easat-7955	121	23	who	who	PRON
easat-7955	121	24	join	join	VERB
easat-7955	121	25	,	,	PUNCT
easat-7955	121	26	resign	resign	VERB
easat-7955	121	27	,	,	PUNCT
easat-7955	121	28	have	have	AUX
easat-7955	121	29	completed	complete	VERB
easat-7955	121	30	their	their	PRON
easat-7955	121	31	contracts	contract	NOUN
easat-7955	121	32	,	,	PUNCT
easat-7955	121	33	and	and	CCONJ
easat-7955	121	34	are	be	AUX
easat-7955	121	35	transferred	transfer	VERB
easat-7955	121	36	to	to	ADP
easat-7955	121	37	branch	branch	NOUN
easat-7955	121	38	offices	office	NOUN
easat-7955	121	39	.	.	PUNCT
easat-7955	122	1	this	this	PRON
easat-7955	122	2	is	be	AUX
easat-7955	122	3	the	the	DET
easat-7955	122	4	main	main	ADJ
easat-7955	122	5	factor	factor	NOUN
easat-7955	122	6	that	that	PRON
easat-7955	122	7	made	make	VERB
easat-7955	122	8	researchers	researcher	NOUN
easat-7955	122	9	decide	decide	VERB
easat-7955	122	10	to	to	PART
easat-7955	122	11	use	use	VERB
easat-7955	122	12	the	the	DET
easat-7955	122	13	method	method	NOUN
easat-7955	122	14	from	from	ADP
easat-7955	122	15	[	[	X
easat-7955	122	16	27	27	NUM
easat-7955	122	17	]	]	PUNCT
easat-7955	122	18	.	.	PUNCT
easat-7955	123	1	hair	hair	NOUN
easat-7955	123	2	suggests	suggest	VERB
easat-7955	123	3	that	that	SCONJ
easat-7955	123	4	in	in	ADP
easat-7955	123	5	an	an	DET
easat-7955	123	6	unknown	unknown	ADJ
easat-7955	123	7	population	population	NOUN
easat-7955	123	8	,	,	PUNCT
easat-7955	123	9	the	the	DET
easat-7955	123	10	sample	sample	NOUN
easat-7955	123	11	size	size	NOUN
easat-7955	123	12	used	use	VERB
easat-7955	123	13	should	should	AUX
easat-7955	123	14	be	be	AUX
easat-7955	123	15	at	at	ADV
easat-7955	123	16	least	least	ADJ
easat-7955	123	17	5	5	NUM
easat-7955	123	18	-	-	SYM
easat-7955	123	19	10	10	NUM
easat-7955	123	20	times	time	NOUN
easat-7955	123	21	the	the	DET
easat-7955	123	22	variables	variable	NOUN
easat-7955	123	23	in	in	ADP
easat-7955	123	24	each	each	DET
easat-7955	123	25	indicator	indicator	NOUN
easat-7955	123	26	.	.	PUNCT
easat-7955	124	1	the	the	DET
easat-7955	124	2	researcher	researcher	NOUN
easat-7955	124	3	will	will	AUX
easat-7955	124	4	use	use	VERB
easat-7955	124	5	the	the	DET
easat-7955	124	6	convenience	convenience	NOUN
easat-7955	124	7	sampling	sampling	NOUN
easat-7955	124	8	method	method	NOUN
easat-7955	124	9	as	as	ADP
easat-7955	124	10	the	the	DET
easat-7955	124	11	sampling	sampling	NOUN
easat-7955	124	12	method	method	NOUN
easat-7955	124	13	in	in	ADP
easat-7955	124	14	the	the	DET
easat-7955	124	15	study	study	NOUN
easat-7955	124	16	because	because	SCONJ
easat-7955	124	17	this	this	DET
easat-7955	124	18	method	method	NOUN
easat-7955	124	19	makes	make	VERB
easat-7955	124	20	it	it	PRON
easat-7955	124	21	easier	easy	ADJ
easat-7955	124	22	to	to	PART
easat-7955	124	23	achieve	achieve	VERB
easat-7955	124	24	a	a	DET
easat-7955	124	25	higher	high	ADJ
easat-7955	124	26	level	level	NOUN
easat-7955	124	27	of	of	ADP
easat-7955	124	28	participation	participation	NOUN
easat-7955	124	29	,	,	PUNCT
easat-7955	124	30	speeds	speed	VERB
easat-7955	124	31	up	up	ADP
easat-7955	124	32	the	the	DET
easat-7955	124	33	data	data	NOUN
easat-7955	124	34	collection	collection	NOUN
easat-7955	124	35	process	process	NOUN
easat-7955	124	36	,	,	PUNCT
easat-7955	124	37	and	and	CCONJ
easat-7955	124	38	the	the	DET
easat-7955	124	39	data	datum	NOUN
easat-7955	124	40	obtained	obtain	VERB
easat-7955	124	41	using	use	VERB
easat-7955	124	42	the	the	DET
easat-7955	124	43	convenience	convenience	NOUN
easat-7955	124	44	sampling	sampling	NOUN
easat-7955	124	45	method	method	NOUN
easat-7955	124	46	can	can	AUX
easat-7955	124	47	be	be	AUX
easat-7955	124	48	analyzed	analyze	VERB
easat-7955	124	49	more	more	ADV
easat-7955	124	50	deeply	deeply	ADV
easat-7955	124	51	easily	easily	ADV
easat-7955	124	52	.	.	PUNCT
easat-7955	125	1	the	the	DET
easat-7955	125	2	researcher	researcher	NOUN
easat-7955	125	3	will	will	AUX
easat-7955	125	4	use	use	VERB
easat-7955	125	5	google	google	NOUN
easat-7955	125	6	form	form	NOUN
easat-7955	125	7	to	to	PART
easat-7955	125	8	conduct	conduct	VERB
easat-7955	125	9	an	an	DET
easat-7955	125	10	online	online	ADJ
easat-7955	125	11	survey	survey	NOUN
easat-7955	125	12	.	.	PUNCT
easat-7955	126	1	the	the	DET
easat-7955	126	2	survey	survey	NOUN
easat-7955	126	3	will	will	AUX
easat-7955	126	4	use	use	VERB
easat-7955	126	5	a	a	DET
easat-7955	126	6	likert	likert	ADJ
easat-7955	126	7	scale	scale	NOUN
easat-7955	126	8	of	of	ADP
easat-7955	126	9	1	1	NUM
easat-7955	126	10	-	-	SYM
easat-7955	126	11	5	5	NUM
easat-7955	126	12	,	,	PUNCT
easat-7955	126	13	where	where	SCONJ
easat-7955	126	14	1	1	NUM
easat-7955	126	15	is	be	AUX
easat-7955	126	16	strongly	strongly	ADV
easat-7955	126	17	disagrees	disagrees	ADJ
easat-7955	126	18	,	,	PUNCT
easat-7955	126	19	and	and	CCONJ
easat-7955	126	20	5	5	NUM
easat-7955	126	21	is	be	AUX
easat-7955	126	22	strongly	strongly	ADV
easat-7955	126	23	agrees	agree	VERB
easat-7955	126	24	.	.	PUNCT
easat-7955	127	1	data	datum	NOUN
easat-7955	127	2	analysis	analysis	NOUN
easat-7955	127	3	in	in	ADP
easat-7955	127	4	the	the	DET
easat-7955	127	5	study	study	NOUN
easat-7955	127	6	will	will	AUX
easat-7955	127	7	be	be	AUX
easat-7955	127	8	carried	carry	VERB
easat-7955	127	9	out	out	ADP
easat-7955	127	10	using	use	VERB
easat-7955	127	11	structural	structural	ADJ
easat-7955	127	12	equation	equation	NOUN
easat-7955	127	13	modeling	model	VERB
easat-7955	127	14	partial	partial	ADJ
easat-7955	127	15	least	least	ADV
easat-7955	127	16	square	square	ADJ
easat-7955	127	17	(	(	PUNCT
easat-7955	127	18	sem	sem	NOUN
easat-7955	127	19	-	-	PUNCT
easat-7955	127	20	pls	pls	NOUN
easat-7955	127	21	)	)	PUNCT
easat-7955	127	22	.	.	PUNCT
easat-7955	128	1	the	the	DET
easat-7955	128	2	researcher	researcher	NOUN
easat-7955	128	3	decided	decide	VERB
easat-7955	128	4	to	to	PART
easat-7955	128	5	use	use	VERB
easat-7955	128	6	sem	sem	NOUN
easat-7955	128	7	pls	pls	INTJ
easat-7955	128	8	,	,	PUNCT
easat-7955	128	9	because	because	SCONJ
easat-7955	128	10	it	it	PRON
easat-7955	128	11	is	be	AUX
easat-7955	128	12	able	able	ADJ
easat-7955	128	13	to	to	PART
easat-7955	128	14	test	test	VERB
easat-7955	128	15	models	model	NOUN
easat-7955	128	16	with	with	ADP
easat-7955	128	17	many	many	ADJ
easat-7955	128	18	variables	variable	NOUN
easat-7955	128	19	and	and	CCONJ
easat-7955	128	20	indicators	indicator	NOUN
easat-7955	128	21	in	in	ADP
easat-7955	128	22	the	the	DET
easat-7955	128	23	study	study	NOUN
easat-7955	128	24	,	,	PUNCT
easat-7955	128	25	is	be	AUX
easat-7955	128	26	very	very	ADV
easat-7955	128	27	relevant	relevant	ADJ
easat-7955	128	28	for	for	ADP
easat-7955	128	29	many	many	ADJ
easat-7955	128	30	types	type	NOUN
easat-7955	128	31	of	of	ADP
easat-7955	128	32	research	research	NOUN
easat-7955	128	33	,	,	PUNCT
easat-7955	128	34	the	the	DET
easat-7955	128	35	output	output	NOUN
easat-7955	128	36	of	of	ADP
easat-7955	128	37	sem	sem	NOUN
easat-7955	128	38	-	-	PUNCT
easat-7955	128	39	pls	pls	PROPN
easat-7955	128	40	is	be	AUX
easat-7955	128	41	simpler	simple	ADJ
easat-7955	128	42	than	than	ADP
easat-7955	128	43	other	other	ADJ
easat-7955	128	44	methods	method	NOUN
easat-7955	128	45	,	,	PUNCT
easat-7955	128	46	so	so	SCONJ
easat-7955	128	47	it	it	PRON
easat-7955	128	48	will	will	AUX
easat-7955	128	49	be	be	AUX
easat-7955	128	50	easier	easy	ADJ
easat-7955	128	51	to	to	PART
easat-7955	128	52	interpret	interpret	VERB
easat-7955	128	53	,	,	PUNCT
easat-7955	128	54	and	and	CCONJ
easat-7955	128	55	can	can	AUX
easat-7955	128	56	be	be	AUX
easat-7955	128	57	used	use	VERB
easat-7955	128	58	on	on	ADP
easat-7955	128	59	independent	independent	ADJ
easat-7955	128	60	variables	variable	NOUN
easat-7955	128	61	that	that	PRON
easat-7955	128	62	have	have	VERB
easat-7955	128	63	a	a	DET
easat-7955	128	64	high	high	ADJ
easat-7955	128	65	level	level	NOUN
easat-7955	128	66	of	of	ADP
easat-7955	128	67	correlation	correlation	NOUN
easat-7955	128	68	[	[	X
easat-7955	128	69	27	27	NUM
easat-7955	128	70	]	]	PUNCT
easat-7955	128	71	.	.	PUNCT
easat-7955	129	1	dataset	dataset	NOUN
easat-7955	129	2	of	of	ADP
easat-7955	129	3	this	this	DET
easat-7955	129	4	paper	paper	NOUN
easat-7955	129	5	is	be	AUX
easat-7955	129	6	available	available	ADJ
easat-7955	129	7	at	at	ADP
easat-7955	129	8	https://zenodo.org/records/15468997	https://zenodo.org/records/15468997	NOUN
easat-7955	129	9	3.2	3.2	NUM
easat-7955	129	10	.	.	PUNCT
easat-7955	130	1	operation	operation	NOUN
easat-7955	130	2	of	of	ADP
easat-7955	130	3	variable	variable	NOUN
easat-7955	130	4	to	to	PART
easat-7955	130	5	ensure	ensure	VERB
easat-7955	130	6	the	the	DET
easat-7955	130	7	variables	variable	NOUN
easat-7955	130	8	in	in	ADP
easat-7955	130	9	this	this	DET
easat-7955	130	10	study	study	NOUN
easat-7955	130	11	are	be	AUX
easat-7955	130	12	clearly	clearly	ADV
easat-7955	130	13	defined	define	VERB
easat-7955	130	14	and	and	CCONJ
easat-7955	130	15	quantitatively	quantitatively	ADV
easat-7955	130	16	measurable	measurable	ADJ
easat-7955	130	17	,	,	PUNCT
easat-7955	130	18	we	we	PRON
easat-7955	130	19	operationalize	operationalize	VERB
easat-7955	130	20	them	they	PRON
easat-7955	130	21	based	base	VERB
easat-7955	130	22	on	on	ADP
easat-7955	130	23	predetermined	predetermine	VERB
easat-7955	130	24	standards	standard	NOUN
easat-7955	130	25	.	.	PUNCT
easat-7955	131	1	table	table	NOUN
easat-7955	131	2	1	1	NUM
easat-7955	131	3	presents	present	VERB
easat-7955	131	4	the	the	DET
easat-7955	131	5	operationalization	operationalization	NOUN
easat-7955	131	6	of	of	ADP
easat-7955	131	7	variables	variable	NOUN
easat-7955	131	8	to	to	PART
easat-7955	131	9	facilitate	facilitate	VERB
easat-7955	131	10	a	a	DET
easat-7955	131	11	structured	structured	ADJ
easat-7955	131	12	quantitative	quantitative	ADJ
easat-7955	131	13	assessment	assessment	NOUN
easat-7955	131	14	.	.	PUNCT
easat-7955	132	1	https://zenodo.org/records/15468997	https://zenodo.org/records/15468997	NOUN
easat-7955	132	2	840	840	NUM
easat-7955	132	3	edelweiss	edelweiss	PROPN
easat-7955	132	4	applied	apply	VERB
easat-7955	132	5	science	science	NOUN
easat-7955	132	6	and	and	CCONJ
easat-7955	132	7	technology	technology	NOUN
easat-7955	132	8	issn	issn	PROPN
easat-7955	132	9	:	:	PUNCT
easat-7955	132	10	2576	2576	NUM
easat-7955	132	11	-	-	SYM
easat-7955	132	12	8484	8484	NUM
easat-7955	132	13	vol	vol	NOUN
easat-7955	132	14	.	.	PROPN
easat-7955	133	1	9	9	NUM
easat-7955	133	2	,	,	PUNCT
easat-7955	133	3	no	no	INTJ
easat-7955	133	4	.	.	NOUN
easat-7955	134	1	6	6	NUM
easat-7955	134	2	:	:	SYM
easat-7955	134	3	835	835	NUM
easat-7955	134	4	-	-	SYM
easat-7955	134	5	845	845	NUM
easat-7955	134	6	,	,	PUNCT
easat-7955	134	7	2025	2025	NUM
easat-7955	134	8	doi	doi	NOUN
easat-7955	134	9	:	:	PUNCT
easat-7955	134	10	10.55214/25768484.v9i6.7955	10.55214/25768484.v9i6.7955	NUM
easat-7955	134	11	©	©	PROPN
easat-7955	134	12	2025	2025	NUM
easat-7955	134	13	by	by	ADP
easat-7955	134	14	the	the	DET
easat-7955	134	15	authors	author	NOUN
easat-7955	134	16	;	;	PUNCT
easat-7955	134	17	licensee	licensee	PROPN
easat-7955	134	18	learning	learn	VERB
easat-7955	134	19	gate	gate	NOUN
easat-7955	134	20	table	table	NOUN
easat-7955	134	21	1	1	NUM
easat-7955	134	22	.	.	PUNCT
easat-7955	134	23	operation	operation	NOUN
easat-7955	134	24	of	of	ADP
easat-7955	134	25	variable	variable	NOUN
easat-7955	134	26	.	.	PUNCT
easat-7955	135	1	variable	variable	ADJ
easat-7955	135	2	indicator	indicator	NOUN
easat-7955	135	3	reference	reference	NOUN
easat-7955	135	4	natural	natural	ADJ
easat-7955	135	5	language	language	NOUN
easat-7955	135	6	processing	processing	NOUN
easat-7955	135	7	(	(	PUNCT
easat-7955	135	8	nlp	nlp	NOUN
easat-7955	135	9	)	)	PUNCT
easat-7955	135	10	1	1	NUM
easat-7955	135	11	.	.	PUNCT
easat-7955	136	1	nlp	nlp	NOUN
easat-7955	136	2	algorithms	algorithm	NOUN
easat-7955	136	3	effectively	effectively	ADV
easat-7955	136	4	extract	extract	VERB
easat-7955	136	5	relevant	relevant	ADJ
easat-7955	136	6	features	feature	NOUN
easat-7955	136	7	from	from	ADP
easat-7955	136	8	unstructured	unstructured	ADJ
easat-7955	136	9	text	text	NOUN
easat-7955	136	10	data	datum	NOUN
easat-7955	136	11	in	in	ADP
easat-7955	136	12	fraud	fraud	NOUN
easat-7955	136	13	detection	detection	NOUN
easat-7955	136	14	cases	case	NOUN
easat-7955	136	15	.	.	PUNCT
easat-7955	137	1	2	2	X
easat-7955	137	2	.	.	X
easat-7955	137	3	nlp	nlp	NOUN
easat-7955	137	4	models	model	NOUN
easat-7955	137	5	improve	improve	VERB
easat-7955	137	6	the	the	DET
easat-7955	137	7	system	system	NOUN
easat-7955	137	8	’s	’s	PART
easat-7955	137	9	ability	ability	NOUN
easat-7955	137	10	to	to	PART
easat-7955	137	11	classify	classify	VERB
easat-7955	137	12	fraudulent	fraudulent	ADJ
easat-7955	137	13	patterns	pattern	NOUN
easat-7955	137	14	in	in	ADP
easat-7955	137	15	textual	textual	ADJ
easat-7955	137	16	data	datum	NOUN
easat-7955	137	17	.	.	PUNCT
easat-7955	138	1	3	3	X
easat-7955	138	2	.	.	X
easat-7955	138	3	nlp	nlp	NOUN
easat-7955	138	4	systems	system	NOUN
easat-7955	138	5	demonstrate	demonstrate	VERB
easat-7955	138	6	high	high	ADJ
easat-7955	138	7	accuracy	accuracy	NOUN
easat-7955	138	8	in	in	ADP
easat-7955	138	9	detecting	detect	VERB
easat-7955	138	10	inconsistencies	inconsistency	NOUN
easat-7955	138	11	in	in	ADP
easat-7955	138	12	reported	report	VERB
easat-7955	138	13	cases	case	NOUN
easat-7955	138	14	based	base	VERB
easat-7955	138	15	on	on	ADP
easat-7955	138	16	textual	textual	ADJ
easat-7955	138	17	analysis	analysis	NOUN
easat-7955	138	18	.	.	PUNCT
easat-7955	139	1	shah	shah	NOUN
easat-7955	139	2	[	[	X
easat-7955	139	3	21	21	NUM
easat-7955	139	4	]	]	X
easat-7955	139	5	ai	ai	ADJ
easat-7955	139	6	-	-	PUNCT
easat-7955	139	7	driven	drive	VERB
easat-7955	139	8	data	datum	NOUN
easat-7955	139	9	analysis	analysis	NOUN
easat-7955	139	10	(	(	PUNCT
easat-7955	139	11	ada	ada	NOUN
easat-7955	139	12	)	)	PUNCT
easat-7955	139	13	1	1	NUM
easat-7955	139	14	.	.	PUNCT
easat-7955	140	1	the	the	DET
easat-7955	140	2	system	system	NOUN
easat-7955	140	3	integrates	integrate	VERB
easat-7955	140	4	large	large	ADJ
easat-7955	140	5	datasets	dataset	NOUN
easat-7955	140	6	from	from	ADP
easat-7955	140	7	diverse	diverse	ADJ
easat-7955	140	8	sources	source	NOUN
easat-7955	140	9	to	to	PART
easat-7955	140	10	identify	identify	VERB
easat-7955	140	11	fraud	fraud	NOUN
easat-7955	140	12	patterns	pattern	NOUN
easat-7955	140	13	.	.	PUNCT
easat-7955	141	1	2	2	X
easat-7955	141	2	.	.	X
easat-7955	141	3	ai	ai	AUX
easat-7955	141	4	-	-	PUNCT
easat-7955	141	5	driven	drive	VERB
easat-7955	141	6	algorithms	algorithm	NOUN
easat-7955	141	7	continuously	continuously	ADV
easat-7955	141	8	analyze	analyze	VERB
easat-7955	141	9	data	datum	NOUN
easat-7955	141	10	in	in	ADP
easat-7955	141	11	real	real	ADJ
easat-7955	141	12	time	time	NOUN
easat-7955	141	13	to	to	PART
easat-7955	141	14	detect	detect	VERB
easat-7955	141	15	anomalies	anomaly	NOUN
easat-7955	141	16	indicative	indicative	ADJ
easat-7955	141	17	of	of	ADP
easat-7955	141	18	fraudulent	fraudulent	ADJ
easat-7955	141	19	activities	activity	NOUN
easat-7955	141	20	.	.	PUNCT
easat-7955	142	1	3	3	X
easat-7955	142	2	.	.	X
easat-7955	142	3	the	the	DET
easat-7955	142	4	ai	ai	PROPN
easat-7955	142	5	system	system	NOUN
easat-7955	142	6	can	can	AUX
easat-7955	142	7	predict	predict	VERB
easat-7955	142	8	potential	potential	ADJ
easat-7955	142	9	fraud	fraud	NOUN
easat-7955	142	10	incidents	incident	NOUN
easat-7955	142	11	based	base	VERB
easat-7955	142	12	on	on	ADP
easat-7955	142	13	historical	historical	ADJ
easat-7955	142	14	and	and	CCONJ
easat-7955	142	15	real	real	ADJ
easat-7955	142	16	-	-	PUNCT
easat-7955	142	17	time	time	NOUN
easat-7955	142	18	data	datum	NOUN
easat-7955	142	19	patterns	pattern	NOUN
easat-7955	142	20	.	.	PUNCT
easat-7955	143	1	mrida	mrida	PROPN
easat-7955	143	2	,	,	PUNCT
easat-7955	143	3	et	et	PROPN
easat-7955	143	4	al	al	PROPN
easat-7955	143	5	.	.	PUNCT
easat-7955	144	1	[	[	X
easat-7955	144	2	13	13	NUM
easat-7955	144	3	]	]	SYM
easat-7955	144	4	ai	ai	AUX
easat-7955	144	5	-	-	PUNCT
easat-7955	144	6	driven	drive	VERB
easat-7955	144	7	risk	risk	NOUN
easat-7955	144	8	assessment	assessment	NOUN
easat-7955	144	9	(	(	PUNCT
easat-7955	144	10	ara	ara	PROPN
easat-7955	144	11	)	)	PUNCT
easat-7955	144	12	1	1	NUM
easat-7955	144	13	.	.	PUNCT
easat-7955	145	1	the	the	DET
easat-7955	145	2	ai	ai	PROPN
easat-7955	145	3	model	model	NOUN
easat-7955	145	4	assesses	assess	VERB
easat-7955	145	5	potential	potential	ADJ
easat-7955	145	6	risks	risk	NOUN
easat-7955	145	7	by	by	ADP
easat-7955	145	8	evaluating	evaluate	VERB
easat-7955	145	9	financial	financial	ADJ
easat-7955	145	10	transactions	transaction	NOUN
easat-7955	145	11	and	and	CCONJ
easat-7955	145	12	behaviors	behavior	NOUN
easat-7955	145	13	indicating	indicate	VERB
easat-7955	145	14	fraud	fraud	NOUN
easat-7955	145	15	.	.	PUNCT
easat-7955	146	1	2	2	X
easat-7955	146	2	.	.	X
easat-7955	146	3	employees	employee	NOUN
easat-7955	146	4	believe	believe	VERB
easat-7955	146	5	that	that	SCONJ
easat-7955	146	6	the	the	DET
easat-7955	146	7	ai	ai	NOUN
easat-7955	146	8	system	system	NOUN
easat-7955	146	9	can	can	AUX
easat-7955	146	10	accurately	accurately	ADV
easat-7955	146	11	assess	assess	VERB
easat-7955	146	12	the	the	DET
easat-7955	146	13	level	level	NOUN
easat-7955	146	14	of	of	ADP
easat-7955	146	15	risk	risk	NOUN
easat-7955	146	16	in	in	ADP
easat-7955	146	17	each	each	DET
easat-7955	146	18	fraud	fraud	NOUN
easat-7955	146	19	case	case	NOUN
easat-7955	146	20	based	base	VERB
easat-7955	146	21	on	on	ADP
easat-7955	146	22	historical	historical	ADJ
easat-7955	146	23	data	datum	NOUN
easat-7955	146	24	and	and	CCONJ
easat-7955	146	25	trends	trend	NOUN
easat-7955	146	26	.	.	PUNCT
easat-7955	147	1	3	3	X
easat-7955	147	2	.	.	X
easat-7955	147	3	the	the	DET
easat-7955	147	4	ai	ai	ADJ
easat-7955	147	5	risk	risk	NOUN
easat-7955	147	6	assessment	assessment	NOUN
easat-7955	147	7	system	system	NOUN
easat-7955	147	8	provides	provide	VERB
easat-7955	147	9	real	real	ADJ
easat-7955	147	10	-	-	PUNCT
easat-7955	147	11	time	time	NOUN
easat-7955	147	12	risk	risk	NOUN
easat-7955	147	13	scores	score	NOUN
easat-7955	147	14	to	to	PART
easat-7955	147	15	prioritize	prioritize	VERB
easat-7955	147	16	fraud	fraud	NOUN
easat-7955	147	17	investigations	investigation	NOUN
easat-7955	147	18	.	.	PUNCT
easat-7955	148	1	kalluri	kalluri	PROPN
easat-7955	149	1	[	[	X
easat-7955	149	2	23	23	NUM
easat-7955	149	3	]	]	X
easat-7955	149	4	electronic	electronic	ADJ
easat-7955	149	5	whistleblowing	whistleblowing	NOUN
easat-7955	149	6	system	system	NOUN
easat-7955	149	7	(	(	PUNCT
easat-7955	149	8	ews	ews	PROPN
easat-7955	149	9	)	)	PUNCT
easat-7955	149	10	1	1	NUM
easat-7955	149	11	.	.	PUNCT
easat-7955	149	12	effectiveness	effectiveness	NOUN
easat-7955	149	13	of	of	ADP
easat-7955	149	14	the	the	DET
easat-7955	149	15	whistleblowing	whistleblowing	NOUN
easat-7955	149	16	system	system	NOUN
easat-7955	149	17	2	2	NUM
easat-7955	149	18	.	.	PUNCT
easat-7955	149	19	how	how	SCONJ
easat-7955	149	20	to	to	PART
easat-7955	149	21	report	report	VERB
easat-7955	149	22	fraud	fraud	NOUN
easat-7955	149	23	3	3	NUM
easat-7955	149	24	.	.	PUNCT
easat-7955	149	25	whistleblowing	whistleblowe	VERB
easat-7955	149	26	system	system	NOUN
easat-7955	149	27	benefits	benefit	VERB
easat-7955	149	28	handoko	handoko	NOUN
easat-7955	149	29	,	,	PUNCT
easat-7955	149	30	et	et	PROPN
easat-7955	149	31	al	al	PROPN
easat-7955	149	32	.	.	PUNCT
easat-7955	150	1	[	[	X
easat-7955	150	2	28	28	NUM
easat-7955	150	3	]	]	PUNCT
easat-7955	150	4	fraud	fraud	NOUN
easat-7955	150	5	detection	detection	NOUN
easat-7955	150	6	(	(	PUNCT
easat-7955	150	7	fd	fd	PROPN
easat-7955	150	8	)	)	PUNCT
easat-7955	150	9	1	1	NUM
easat-7955	150	10	.	.	PUNCT
easat-7955	151	1	the	the	DET
easat-7955	151	2	ai	ai	PROPN
easat-7955	151	3	system	system	NOUN
easat-7955	151	4	demonstrates	demonstrate	VERB
easat-7955	151	5	a	a	DET
easat-7955	151	6	high	high	ADJ
easat-7955	151	7	accuracy	accuracy	NOUN
easat-7955	151	8	rate	rate	NOUN
easat-7955	151	9	in	in	ADP
easat-7955	151	10	identifying	identify	VERB
easat-7955	151	11	fraudulent	fraudulent	ADJ
easat-7955	151	12	transactions	transaction	NOUN
easat-7955	151	13	in	in	ADP
easat-7955	151	14	financial	financial	ADJ
easat-7955	151	15	systems	system	NOUN
easat-7955	151	16	.	.	PUNCT
easat-7955	152	1	2	2	X
easat-7955	152	2	.	.	X
easat-7955	152	3	the	the	DET
easat-7955	152	4	system	system	NOUN
easat-7955	152	5	’s	’s	PART
easat-7955	152	6	fraud	fraud	NOUN
easat-7955	152	7	detection	detection	NOUN
easat-7955	152	8	capabilities	capability	NOUN
easat-7955	152	9	are	be	AUX
easat-7955	152	10	assessed	assess	VERB
easat-7955	152	11	based	base	VERB
easat-7955	152	12	on	on	ADP
easat-7955	152	13	its	its	PRON
easat-7955	152	14	ability	ability	NOUN
easat-7955	152	15	to	to	PART
easat-7955	152	16	minimize	minimize	VERB
easat-7955	152	17	false	false	ADJ
easat-7955	152	18	positives	positive	NOUN
easat-7955	152	19	and	and	CCONJ
easat-7955	152	20	negatives	negative	NOUN
easat-7955	152	21	.	.	PUNCT
easat-7955	153	1	3	3	X
easat-7955	153	2	.	.	X
easat-7955	153	3	the	the	DET
easat-7955	153	4	system	system	NOUN
easat-7955	153	5	’s	’s	PART
easat-7955	153	6	fraud	fraud	NOUN
easat-7955	153	7	detection	detection	NOUN
easat-7955	153	8	performance	performance	NOUN
easat-7955	153	9	improves	improve	VERB
easat-7955	153	10	with	with	ADP
easat-7955	153	11	continuous	continuous	ADJ
easat-7955	153	12	learning	learning	NOUN
easat-7955	153	13	and	and	CCONJ
easat-7955	153	14	feedback	feedback	NOUN
easat-7955	153	15	from	from	ADP
easat-7955	153	16	human	human	ADJ
easat-7955	153	17	investigators	investigator	NOUN
easat-7955	153	18	.	.	PUNCT
easat-7955	154	1	adhikari	adhikari	PROPN
easat-7955	154	2	,	,	PUNCT
easat-7955	154	3	et	et	PROPN
easat-7955	154	4	al	al	PROPN
easat-7955	154	5	.	.	PUNCT
easat-7955	155	1	[	[	X
easat-7955	155	2	20	20	NUM
easat-7955	155	3	]	]	SYM
easat-7955	155	4	4	4	NUM
easat-7955	155	5	.	.	NOUN
easat-7955	155	6	result	result	NOUN
easat-7955	155	7	and	and	CCONJ
easat-7955	155	8	discussion	discussion	NOUN
easat-7955	155	9	4.1	4.1	NUM
easat-7955	155	10	.	.	PUNCT
easat-7955	156	1	identity	identity	NOUN
easat-7955	156	2	of	of	ADP
easat-7955	156	3	respondents	respondent	NOUN
easat-7955	156	4	from	from	ADP
easat-7955	156	5	the	the	DET
easat-7955	156	6	questionnaire	questionnaire	NOUN
easat-7955	156	7	distributed	distribute	VERB
easat-7955	156	8	on	on	ADP
easat-7955	156	9	social	social	ADJ
easat-7955	156	10	media	medium	NOUN
easat-7955	156	11	,	,	PUNCT
easat-7955	156	12	we	we	PRON
easat-7955	156	13	have	have	AUX
easat-7955	156	14	obtained	obtain	VERB
easat-7955	156	15	113	113	NUM
easat-7955	156	16	answers	answer	NOUN
easat-7955	156	17	from	from	ADP
easat-7955	156	18	respondents	respondent	NOUN
easat-7955	156	19	(	(	PUNCT
easat-7955	156	20	see	see	VERB
easat-7955	156	21	table	table	NOUN
easat-7955	156	22	2	2	NUM
easat-7955	156	23	)	)	PUNCT
easat-7955	156	24	.	.	PUNCT
easat-7955	157	1	based	base	VERB
easat-7955	157	2	on	on	ADP
easat-7955	157	3	table	table	NOUN
easat-7955	157	4	2	2	NUM
easat-7955	157	5	,	,	PUNCT
easat-7955	157	6	it	it	PRON
easat-7955	157	7	can	can	AUX
easat-7955	157	8	be	be	AUX
easat-7955	157	9	concluded	conclude	VERB
easat-7955	157	10	that	that	SCONJ
easat-7955	157	11	most	most	ADJ
easat-7955	157	12	of	of	ADP
easat-7955	157	13	the	the	DET
easat-7955	157	14	respondents	respondent	NOUN
easat-7955	157	15	from	from	ADP
easat-7955	157	16	the	the	DET
easat-7955	157	17	researcher	researcher	NOUN
easat-7955	157	18	's	's	PART
easat-7955	157	19	study	study	NOUN
easat-7955	157	20	were	be	AUX
easat-7955	157	21	men	man	NOUN
easat-7955	157	22	who	who	PRON
easat-7955	157	23	worked	work	VERB
easat-7955	157	24	as	as	ADP
easat-7955	157	25	it	it	PRON
easat-7955	157	26	security	security	NOUN
easat-7955	157	27	or	or	CCONJ
easat-7955	157	28	cybersecurity	cybersecurity	NOUN
easat-7955	157	29	with	with	ADP
easat-7955	157	30	an	an	DET
easat-7955	157	31	age	age	NOUN
easat-7955	157	32	range	range	NOUN
easat-7955	157	33	of	of	ADP
easat-7955	157	34	21	21	NUM
easat-7955	157	35	-	-	SYM
easat-7955	157	36	30	30	NUM
easat-7955	157	37	years	year	NOUN
easat-7955	157	38	old	old	ADJ
easat-7955	157	39	.	.	PUNCT
easat-7955	158	1	table	table	NOUN
easat-7955	158	2	2	2	NUM
easat-7955	158	3	.	.	X
easat-7955	158	4	identity	identity	NOUN
easat-7955	158	5	of	of	ADP
easat-7955	158	6	respondents	respondent	NOUN
easat-7955	158	7	.	.	PUNCT
easat-7955	159	1	gender	gender	NOUN
easat-7955	159	2	amount	amount	NOUN
easat-7955	159	3	age	age	NOUN
easat-7955	159	4	amount	amount	NOUN
easat-7955	159	5	position	position	NOUN
easat-7955	159	6	amount	amount	NOUN
easat-7955	159	7	male	male	NOUN
easat-7955	159	8	68	68	NUM
easat-7955	159	9	21	21	NUM
easat-7955	159	10	-	-	SYM
easat-7955	159	11	30	30	NUM
easat-7955	159	12	years	year	NOUN
easat-7955	159	13	52	52	NUM
easat-7955	159	14	founder	founder	NOUN
easat-7955	159	15	/	/	SYM
easat-7955	159	16	co	co	NOUN
easat-7955	159	17	-	-	NOUN
easat-7955	159	18	founder	founder	NOUN
easat-7955	159	19	13	13	NUM
easat-7955	159	20	female	female	NOUN
easat-7955	159	21	45	45	NUM
easat-7955	159	22	31	31	NUM
easat-7955	159	23	-	-	SYM
easat-7955	159	24	40	40	NUM
easat-7955	159	25	years	year	NOUN
easat-7955	159	26	18	18	NUM
easat-7955	159	27	ceo	ceo	NOUN
easat-7955	159	28	/	/	SYM
easat-7955	159	29	c	c	NOUN
easat-7955	159	30	-	-	PUNCT
easat-7955	159	31	level	level	NOUN
easat-7955	159	32	executive	executive	NOUN
easat-7955	159	33	14	14	NUM
easat-7955	159	34	41	41	NUM
easat-7955	159	35	-	-	SYM
easat-7955	159	36	50	50	NUM
easat-7955	159	37	years	year	NOUN
easat-7955	159	38	19	19	NUM
easat-7955	159	39	head	head	NOUN
easat-7955	159	40	of	of	ADP
easat-7955	159	41	department	department	NOUN
easat-7955	159	42	16	16	NUM
easat-7955	159	43	51	51	NUM
easat-7955	159	44	-	-	SYM
easat-7955	159	45	60	60	NUM
easat-7955	159	46	years	year	NOUN
easat-7955	159	47	20	20	NUM
easat-7955	159	48	data	datum	NOUN
easat-7955	159	49	analyst	analyst	NOUN
easat-7955	159	50	23	23	NUM
easat-7955	159	51	>	>	SYM
easat-7955	159	52	61	61	NUM
easat-7955	159	53	years	year	NOUN
easat-7955	159	54	4	4	NUM
easat-7955	159	55	it	it	PRON
easat-7955	159	56	security	security	NOUN
easat-7955	159	57	/	/	SYM
easat-7955	159	58	cybersecurity	cybersecurity	NOUN
easat-7955	159	59	25	25	NUM
easat-7955	159	60	fraud	fraud	NOUN
easat-7955	159	61	analyst	analyst	NOUN
easat-7955	159	62	14	14	NUM
easat-7955	159	63	operation	operation	NOUN
easat-7955	159	64	intern	intern	NOUN
easat-7955	159	65	1	1	NUM
easat-7955	159	66	software	software	NOUN
easat-7955	159	67	engineer	engineer	NOUN
easat-7955	159	68	1	1	NUM
easat-7955	159	69	marketing	marketing	NOUN
easat-7955	159	70	1	1	NUM
easat-7955	159	71	finance	finance	NOUN
easat-7955	159	72	officer	officer	NOUN
easat-7955	159	73	1	1	NUM
easat-7955	159	74	developer	developer	NOUN
easat-7955	159	75	1	1	NUM
easat-7955	159	76	mandarin	mandarin	NOUN
easat-7955	159	77	teacher	teacher	NOUN
easat-7955	159	78	1	1	NUM
easat-7955	159	79	staff	staff	NOUN
easat-7955	159	80	1	1	NUM
easat-7955	159	81	business	business	NOUN
easat-7955	159	82	development	development	NOUN
easat-7955	159	83	1	1	NUM
easat-7955	159	84	841	841	NUM
easat-7955	159	85	edelweiss	edelweiss	PROPN
easat-7955	159	86	applied	apply	VERB
easat-7955	159	87	science	science	NOUN
easat-7955	159	88	and	and	CCONJ
easat-7955	159	89	technology	technology	NOUN
easat-7955	159	90	issn	issn	PROPN
easat-7955	159	91	:	:	PUNCT
easat-7955	159	92	2576	2576	NUM
easat-7955	159	93	-	-	SYM
easat-7955	159	94	8484	8484	NUM
easat-7955	159	95	vol	vol	NOUN
easat-7955	159	96	.	.	PROPN
easat-7955	160	1	9	9	NUM
easat-7955	160	2	,	,	PUNCT
easat-7955	160	3	no	no	INTJ
easat-7955	160	4	.	.	NOUN
easat-7955	161	1	6	6	NUM
easat-7955	161	2	:	:	SYM
easat-7955	161	3	835	835	NUM
easat-7955	161	4	-	-	SYM
easat-7955	161	5	845	845	NUM
easat-7955	161	6	,	,	PUNCT
easat-7955	161	7	2025	2025	NUM
easat-7955	161	8	doi	doi	NOUN
easat-7955	161	9	:	:	PUNCT
easat-7955	161	10	10.55214/25768484.v9i6.7955	10.55214/25768484.v9i6.7955	NUM
easat-7955	161	11	©	©	PROPN
easat-7955	161	12	2025	2025	NUM
easat-7955	161	13	by	by	ADP
easat-7955	161	14	the	the	DET
easat-7955	161	15	authors	author	NOUN
easat-7955	161	16	;	;	PUNCT
easat-7955	161	17	licensee	licensee	PROPN
easat-7955	161	18	learning	learning	NOUN
easat-7955	161	19	gate	gate	NOUN
easat-7955	161	20	4.2	4.2	NUM
easat-7955	161	21	.	.	PUNCT
easat-7955	162	1	outer	outer	ADJ
easat-7955	162	2	model	model	NOUN
easat-7955	162	3	test	test	NOUN
easat-7955	162	4	the	the	DET
easat-7955	162	5	outer	outer	ADJ
easat-7955	162	6	model	model	NOUN
easat-7955	162	7	test	test	NOUN
easat-7955	162	8	or	or	CCONJ
easat-7955	162	9	commonly	commonly	ADV
easat-7955	162	10	known	know	VERB
easat-7955	162	11	as	as	ADP
easat-7955	162	12	outer	outer	ADJ
easat-7955	162	13	loading	loading	NOUN
easat-7955	162	14	using	use	VERB
easat-7955	162	15	smart	smart	ADJ
easat-7955	162	16	-	-	PUNCT
easat-7955	162	17	pls	pls	NOUN
easat-7955	162	18	is	be	AUX
easat-7955	162	19	carried	carry	VERB
easat-7955	162	20	out	out	ADP
easat-7955	162	21	with	with	ADP
easat-7955	162	22	the	the	DET
easat-7955	162	23	aim	aim	NOUN
easat-7955	162	24	of	of	ADP
easat-7955	162	25	finding	find	VERB
easat-7955	162	26	out	out	ADP
easat-7955	162	27	how	how	SCONJ
easat-7955	162	28	well	well	ADV
easat-7955	162	29	the	the	DET
easat-7955	162	30	research	research	NOUN
easat-7955	162	31	indicators	indicator	NOUN
easat-7955	162	32	represent	represent	VERB
easat-7955	162	33	latent	latent	NOUN
easat-7955	162	34	variables	variable	NOUN
easat-7955	162	35	.	.	PUNCT
easat-7955	163	1	latent	latent	NOUN
easat-7955	163	2	variable	variable	NOUN
easat-7955	163	3	is	be	AUX
easat-7955	163	4	a	a	DET
easat-7955	163	5	variable	variable	NOUN
easat-7955	163	6	that	that	PRON
easat-7955	163	7	can	can	AUX
easat-7955	163	8	not	not	PART
easat-7955	163	9	be	be	AUX
easat-7955	163	10	measured	measure	VERB
easat-7955	163	11	directly	directly	ADV
easat-7955	163	12	,	,	PUNCT
easat-7955	163	13	but	but	CCONJ
easat-7955	163	14	can	can	AUX
easat-7955	163	15	be	be	AUX
easat-7955	163	16	measured	measure	VERB
easat-7955	163	17	with	with	ADP
easat-7955	163	18	the	the	DET
easat-7955	163	19	help	help	NOUN
easat-7955	163	20	of	of	ADP
easat-7955	163	21	other	other	ADJ
easat-7955	163	22	variables	variable	NOUN
easat-7955	163	23	/	/	SYM
easat-7955	163	24	indicators	indicator	NOUN
easat-7955	163	25	[	[	X
easat-7955	163	26	29	29	NUM
easat-7955	163	27	]	]	PUNCT
easat-7955	163	28	according	accord	VERB
easat-7955	163	29	to	to	AUX
easat-7955	163	30	ghozali	ghozali	PROPN
easat-7955	163	31	[	[	X
easat-7955	163	32	30	30	NUM
easat-7955	163	33	]	]	PUNCT
easat-7955	163	34	in	in	ADP
easat-7955	163	35	using	use	VERB
easat-7955	163	36	smart	smart	ADJ
easat-7955	163	37	-	-	PUNCT
easat-7955	163	38	pls	pls	NOUN
easat-7955	163	39	,	,	PUNCT
easat-7955	163	40	the	the	DET
easat-7955	163	41	value	value	NOUN
easat-7955	163	42	that	that	PRON
easat-7955	163	43	reflects	reflect	VERB
easat-7955	163	44	that	that	SCONJ
easat-7955	163	45	the	the	DET
easat-7955	163	46	indicators	indicator	NOUN
easat-7955	163	47	in	in	ADP
easat-7955	163	48	the	the	DET
easat-7955	163	49	study	study	NOUN
easat-7955	163	50	are	be	AUX
easat-7955	163	51	highly	highly	ADV
easat-7955	163	52	correlated	correlate	VERB
easat-7955	163	53	is	be	AUX
easat-7955	163	54	ideally	ideally	ADV
easat-7955	163	55	0.70	0.70	NUM
easat-7955	163	56	or	or	CCONJ
easat-7955	163	57	higher	high	ADJ
easat-7955	163	58	indicating	indicate	VERB
easat-7955	163	59	that	that	SCONJ
easat-7955	163	60	the	the	DET
easat-7955	163	61	indicators	indicator	NOUN
easat-7955	163	62	represent	represent	VERB
easat-7955	163	63	the	the	DET
easat-7955	163	64	latent	latent	NOUN
easat-7955	163	65	variables	variable	NOUN
easat-7955	163	66	strongly	strongly	ADV
easat-7955	163	67	,	,	PUNCT
easat-7955	163	68	0.50	0.50	NUM
easat-7955	163	69	-	-	SYM
easat-7955	163	70	0.70	0.70	NUM
easat-7955	163	71	indicating	indicate	VERB
easat-7955	163	72	that	that	SCONJ
easat-7955	163	73	the	the	DET
easat-7955	163	74	representation	representation	NOUN
easat-7955	163	75	of	of	ADP
easat-7955	163	76	the	the	DET
easat-7955	163	77	latent	latent	NOUN
easat-7955	163	78	variables	variable	NOUN
easat-7955	163	79	is	be	AUX
easat-7955	163	80	still	still	ADV
easat-7955	163	81	acceptable	acceptable	ADJ
easat-7955	163	82	,	,	PUNCT
easat-7955	163	83	and	and	CCONJ
easat-7955	163	84	below	below	ADP
easat-7955	163	85	0.50	0.50	NUM
easat-7955	163	86	indicates	indicate	VERB
easat-7955	163	87	a	a	DET
easat-7955	163	88	weak	weak	ADJ
easat-7955	163	89	representation	representation	NOUN
easat-7955	163	90	[	[	X
easat-7955	163	91	31	31	NUM
easat-7955	163	92	]	]	PUNCT
easat-7955	163	93	.	.	PUNCT
easat-7955	164	1	therefore	therefore	ADV
easat-7955	164	2	,	,	PUNCT
easat-7955	164	3	the	the	DET
easat-7955	164	4	researcher	researcher	NOUN
easat-7955	164	5	has	have	AUX
easat-7955	164	6	removed	remove	VERB
easat-7955	164	7	several	several	ADJ
easat-7955	164	8	indicators	indicator	NOUN
easat-7955	164	9	(	(	PUNCT
easat-7955	164	10	fd3	fd3	NOUN
easat-7955	164	11	and	and	CCONJ
easat-7955	164	12	fd8	fd8	NOUN
easat-7955	164	13	)	)	PUNCT
easat-7955	164	14	that	that	PRON
easat-7955	164	15	do	do	AUX
easat-7955	164	16	not	not	PART
easat-7955	164	17	meet	meet	VERB
easat-7955	164	18	the	the	DET
easat-7955	164	19	requirements	requirement	NOUN
easat-7955	164	20	and	and	CCONJ
easat-7955	164	21	ensured	ensure	VERB
easat-7955	164	22	that	that	SCONJ
easat-7955	164	23	all	all	DET
easat-7955	164	24	indicators	indicator	NOUN
easat-7955	164	25	in	in	ADP
easat-7955	164	26	this	this	DET
easat-7955	164	27	study	study	NOUN
easat-7955	164	28	are	be	AUX
easat-7955	164	29	considered	consider	VERB
easat-7955	164	30	to	to	PART
easat-7955	164	31	represent	represent	VERB
easat-7955	164	32	the	the	DET
easat-7955	164	33	existing	exist	VERB
easat-7955	164	34	latent	latent	NOUN
easat-7955	164	35	variables	variable	NOUN
easat-7955	164	36	(	(	PUNCT
easat-7955	164	37	refer	refer	VERB
easat-7955	164	38	to	to	ADP
easat-7955	164	39	table	table	NOUN
easat-7955	164	40	3	3	NUM
easat-7955	164	41	)	)	PUNCT
easat-7955	164	42	.	.	PUNCT
easat-7955	165	1	table	table	NOUN
easat-7955	165	2	3	3	NUM
easat-7955	165	3	.	.	PUNCT
easat-7955	165	4	outer	outer	ADJ
easat-7955	165	5	model	model	NOUN
easat-7955	165	6	test	test	NOUN
easat-7955	165	7	.	.	PUNCT
easat-7955	166	1	indicator	indicator	NOUN
easat-7955	166	2	outer	outer	ADJ
easat-7955	166	3	loading	loading	NOUN
easat-7955	166	4	indicator	indicator	NOUN
easat-7955	166	5	outer	outer	ADJ
easat-7955	166	6	loading	loading	NOUN
easat-7955	166	7	indicator	indicator	NOUN
easat-7955	166	8	outer	outer	ADJ
easat-7955	166	9	loading	loading	NOUN
easat-7955	166	10	indicator	indicator	NOUN
easat-7955	166	11	outer	outer	ADJ
easat-7955	166	12	loading	loading	NOUN
easat-7955	166	13	indicator	indicator	NOUN
easat-7955	166	14	outer	outer	ADJ
easat-7955	166	15	loading	load	VERB
easat-7955	166	16	ada.1	ada.1	NOUN
easat-7955	166	17	0.751	0.751	NUM
easat-7955	166	18	ara.1	ara.1	PROPN
easat-7955	166	19	0.667	0.667	NUM
easat-7955	166	20	ews.1	ews.1	NOUN
easat-7955	166	21	0.746	0.746	NUM
easat-7955	166	22	fd.1	fd.1	NOUN
easat-7955	166	23	0.545	0.545	NUM
easat-7955	166	24	nlp.1	nlp.1	NOUN
easat-7955	166	25	0.771	0.771	NUM
easat-7955	166	26	ada.2	ada.2	NOUN
easat-7955	166	27	0.691	0.691	NUM
easat-7955	166	28	ara.2	ara.2	NOUN
easat-7955	166	29	0.774	0.774	NUM
easat-7955	166	30	ews.2	ews.2	ADP
easat-7955	166	31	0.783	0.783	NUM
easat-7955	166	32	fd.2	fd.2	NOUN
easat-7955	166	33	0.796	0.796	NUM
easat-7955	166	34	nlp.2	nlp.2	NOUN
easat-7955	166	35	0.764	0.764	NUM
easat-7955	166	36	ada.3	ada.3	NOUN
easat-7955	166	37	0.734	0.734	NUM
easat-7955	166	38	ara.3	ara.3	PROPN
easat-7955	166	39	0.838	0.838	NUM
easat-7955	166	40	ews.3	ews.3	NOUN
easat-7955	166	41	0.656	0.656	NUM
easat-7955	166	42	fd.4	fd.4	PROPN
easat-7955	166	43	0.635	0.635	NUM
easat-7955	166	44	nlp.3	nlp.3	PROPN
easat-7955	166	45	0.734	0.734	NUM
easat-7955	166	46	ada.4	ada.4	PROPN
easat-7955	166	47	0.830	0.830	NUM
easat-7955	166	48	ara.4	ara.4	NOUN
easat-7955	166	49	0.790	0.790	NUM
easat-7955	166	50	ews.4	ews.4	PROPN
easat-7955	166	51	0.773	0.773	NUM
easat-7955	166	52	fd.5	fd.5	NOUN
easat-7955	166	53	0.714	0.714	NUM
easat-7955	166	54	nlp.4	nlp.4	PROPN
easat-7955	166	55	0.744	0.744	NUM
easat-7955	166	56	ada.5	ada.5	PROPN
easat-7955	166	57	0.778	0.778	NUM
easat-7955	167	1	ara.5	ara.5	NOUN
easat-7955	167	2	0.828	0.828	NUM
easat-7955	167	3	ews.5	ews.5	NOUN
easat-7955	167	4	0.753	0.753	NUM
easat-7955	167	5	fd.6	fd.6	PROPN
easat-7955	167	6	0.730	0.730	NUM
easat-7955	167	7	nlp.5	nlp.5	NUM
easat-7955	167	8	0.770	0.770	NUM
easat-7955	167	9	ada.6	ada.6	PROPN
easat-7955	167	10	0.747	0.747	NUM
easat-7955	167	11	ara.6	ara.6	PROPN
easat-7955	167	12	0.787	0.787	NUM
easat-7955	168	1	ews.6	ews.6	PROPN
easat-7955	168	2	0.654	0.654	NUM
easat-7955	168	3	fd.7	fd.7	PROPN
easat-7955	168	4	0.808	0.808	NUM
easat-7955	168	5	nlp.6	nlp.6	DET
easat-7955	168	6	0.757	0.757	NUM
easat-7955	168	7	ada.7	ada.7	PROPN
easat-7955	168	8	0.762	0.762	NUM
easat-7955	168	9	ara.7	ara.7	PROPN
easat-7955	168	10	0.808	0.808	NUM
easat-7955	168	11	ews.7	ews.7	PROPN
easat-7955	168	12	0.779	0.779	NUM
easat-7955	168	13	fd.9	fd.9	PROPN
easat-7955	168	14	0.834	0.834	NUM
easat-7955	168	15	nlp.7	nlp.7	NUM
easat-7955	168	16	0.755	0.755	NUM
easat-7955	168	17	ada.8	ada.8	PROPN
easat-7955	168	18	0.797	0.797	NUM
easat-7955	168	19	ara.8	ara.8	PROPN
easat-7955	168	20	0.772	0.772	NUM
easat-7955	168	21	ews.8	ews.8	PROPN
easat-7955	168	22	0.789	0.789	NUM
easat-7955	168	23	nlp.8	nlp.8	NUM
easat-7955	168	24	0.782	0.782	NUM
easat-7955	168	25	ada.9	ada.9	NOUN
easat-7955	168	26	0.722	0.722	NUM
easat-7955	168	27	ara.9	ara.9	NOUN
easat-7955	168	28	0.781	0.781	NUM
easat-7955	168	29	ews.9	ews.9	PROPN
easat-7955	168	30	0.707	0.707	NUM
easat-7955	168	31	nlp.9	nlp.9	PROPN
easat-7955	168	32	0.738	0.738	NUM
easat-7955	168	33	nlp.1	nlp.1	NOUN
easat-7955	168	34	0.742	0.742	NUM
easat-7955	168	35	4.3	4.3	NUM
easat-7955	168	36	.	.	PUNCT
easat-7955	169	1	convergent	convergent	NOUN
easat-7955	169	2	validity	validity	NOUN
easat-7955	169	3	convergent	convergent	NOUN
easat-7955	169	4	validity	validity	NOUN
easat-7955	169	5	is	be	AUX
easat-7955	169	6	used	use	VERB
easat-7955	169	7	to	to	PART
easat-7955	169	8	ensure	ensure	VERB
easat-7955	169	9	that	that	SCONJ
easat-7955	169	10	the	the	DET
easat-7955	169	11	variables	variable	NOUN
easat-7955	169	12	measured	measure	VERB
easat-7955	169	13	by	by	ADP
easat-7955	169	14	several	several	ADJ
easat-7955	169	15	existing	exist	VERB
easat-7955	169	16	indicators	indicator	NOUN
easat-7955	169	17	are	be	AUX
easat-7955	169	18	correlated	correlate	VERB
easat-7955	169	19	with	with	ADP
easat-7955	169	20	each	each	DET
easat-7955	169	21	other	other	ADJ
easat-7955	169	22	and	and	CCONJ
easat-7955	169	23	can	can	AUX
easat-7955	169	24	increase	increase	VERB
easat-7955	169	25	accuracy	accuracy	NOUN
easat-7955	169	26	in	in	ADP
easat-7955	169	27	research	research	NOUN
easat-7955	169	28	[	[	X
easat-7955	169	29	32	32	NUM
easat-7955	169	30	]	]	PUNCT
easat-7955	169	31	.	.	PUNCT
easat-7955	170	1	it	it	PRON
easat-7955	170	2	is	be	AUX
easat-7955	170	3	said	say	VERB
easat-7955	170	4	that	that	SCONJ
easat-7955	170	5	indicators	indicator	NOUN
easat-7955	170	6	are	be	AUX
easat-7955	170	7	highly	highly	ADV
easat-7955	170	8	correlated	correlate	VERB
easat-7955	170	9	in	in	ADP
easat-7955	170	10	convergent	convergent	NOUN
easat-7955	170	11	validity	validity	NOUN
easat-7955	170	12	if	if	SCONJ
easat-7955	170	13	the	the	DET
easat-7955	170	14	ave	ave	NOUN
easat-7955	170	15	and	and	CCONJ
easat-7955	170	16	rho_c	rho_c	NOUN
easat-7955	170	17	values	value	NOUN
easat-7955	170	18	meet	meet	VERB
easat-7955	170	19	the	the	DET
easat-7955	170	20	minimum	minimum	ADJ
easat-7955	170	21	values	value	NOUN
easat-7955	170	22	≥0.50≥0.70	≥0.50≥0.70	PRON
easat-7955	170	23	.	.	PUNCT
easat-7955	171	1	in	in	ADP
easat-7955	171	2	this	this	DET
easat-7955	171	3	study	study	NOUN
easat-7955	171	4	,	,	PUNCT
easat-7955	171	5	the	the	DET
easat-7955	171	6	indicators	indicator	NOUN
easat-7955	171	7	used	use	VERB
easat-7955	171	8	by	by	ADP
easat-7955	171	9	researchers	researcher	NOUN
easat-7955	171	10	have	have	AUX
easat-7955	171	11	reached	reach	VERB
easat-7955	171	12	values	value	NOUN
easat-7955	171	13	>	>	X
easat-7955	171	14	0.80->0.90	0.80->0.90	NOUN
easat-7955	171	15	which	which	PRON
easat-7955	171	16	indicates	indicate	VERB
easat-7955	171	17	that	that	SCONJ
easat-7955	171	18	the	the	DET
easat-7955	171	19	existing	exist	VERB
easat-7955	171	20	indicators	indicator	NOUN
easat-7955	171	21	have	have	AUX
easat-7955	171	22	represented	represent	VERB
easat-7955	171	23	the	the	DET
easat-7955	171	24	research	research	NOUN
easat-7955	171	25	model	model	NOUN
easat-7955	171	26	very	very	ADV
easat-7955	171	27	well	well	ADV
easat-7955	171	28	(	(	PUNCT
easat-7955	171	29	refer	refer	VERB
easat-7955	171	30	to	to	ADP
easat-7955	171	31	table	table	NOUN
easat-7955	171	32	4	4	NUM
easat-7955	171	33	)	)	PUNCT
easat-7955	171	34	.	.	PUNCT
easat-7955	172	1	table	table	NOUN
easat-7955	172	2	4	4	NUM
easat-7955	172	3	.	.	PUNCT
easat-7955	173	1	convergent	convergent	ADJ
easat-7955	173	2	validity	validity	NOUN
easat-7955	173	3	.	.	PUNCT
easat-7955	174	1	variable	variable	ADJ
easat-7955	174	2	composite	composite	ADJ
easat-7955	174	3	reliability	reliability	NOUN
easat-7955	174	4	(	(	PUNCT
easat-7955	174	5	rho	rho	ADJ
easat-7955	174	6	-	-	ADJ
easat-7955	174	7	c	c	ADJ
easat-7955	174	8	)	)	PUNCT
easat-7955	174	9	average	average	ADJ
easat-7955	174	10	variance	variance	NOUN
easat-7955	174	11	extracted	extract	VERB
easat-7955	174	12	ara	ara	PROPN
easat-7955	174	13	0.935	0.935	NUM
easat-7955	174	14	0.615	0.615	NUM
easat-7955	174	15	ada	ada	NOUN
easat-7955	174	16	0.931	0.931	NUM
easat-7955	174	17	0.574	0.574	NUM
easat-7955	174	18	nlp	nlp	NOUN
easat-7955	174	19	0.930	0.930	NUM
easat-7955	174	20	0.571	0.571	NUM
easat-7955	174	21	ews	ews	PROPN
easat-7955	174	22	0.915	0.915	NUM
easat-7955	174	23	0.547	0.547	NUM
easat-7955	174	24	fd	fd	X
easat-7955	174	25	0.887	0.887	NUM
easat-7955	174	26	0.532	0.532	NUM
easat-7955	174	27	4.4	4.4	NUM
easat-7955	174	28	.	.	PUNCT
easat-7955	175	1	discriminant	discriminant	ADJ
easat-7955	175	2	validity	validity	NOUN
easat-7955	175	3	discriminant	discriminant	ADJ
easat-7955	175	4	validity	validity	NOUN
easat-7955	175	5	assesses	assess	VERB
easat-7955	175	6	the	the	DET
easat-7955	175	7	ability	ability	NOUN
easat-7955	175	8	of	of	ADP
easat-7955	175	9	measurement	measurement	NOUN
easat-7955	175	10	instruments	instrument	NOUN
easat-7955	175	11	and	and	CCONJ
easat-7955	175	12	theoretical	theoretical	ADJ
easat-7955	175	13	concepts	concept	NOUN
easat-7955	175	14	to	to	PART
easat-7955	175	15	differentiate	differentiate	VERB
easat-7955	175	16	between	between	ADP
easat-7955	175	17	attributes	attribute	NOUN
easat-7955	175	18	that	that	PRON
easat-7955	175	19	should	should	AUX
easat-7955	175	20	not	not	PART
easat-7955	175	21	be	be	AUX
easat-7955	175	22	measured	measure	VERB
easat-7955	175	23	together	together	ADV
easat-7955	175	24	.	.	PUNCT
easat-7955	176	1	it	it	PRON
easat-7955	176	2	involves	involve	VERB
easat-7955	176	3	comparing	compare	VERB
easat-7955	176	4	correlations	correlation	NOUN
easat-7955	176	5	between	between	ADP
easat-7955	176	6	measures	measure	NOUN
easat-7955	176	7	after	after	ADP
easat-7955	176	8	accounting	account	VERB
easat-7955	176	9	for	for	ADP
easat-7955	176	10	measurement	measurement	NOUN
easat-7955	176	11	error	error	NOUN
easat-7955	176	12	[	[	X
easat-7955	176	13	33	33	NUM
easat-7955	176	14	]	]	PUNCT
easat-7955	176	15	.	.	PUNCT
easat-7955	177	1	this	this	DET
easat-7955	177	2	study	study	NOUN
easat-7955	177	3	presents	present	VERB
easat-7955	177	4	the	the	DET
easat-7955	177	5	discriminant	discriminant	ADJ
easat-7955	177	6	validity	validity	NOUN
easat-7955	177	7	through	through	ADP
easat-7955	177	8	the	the	DET
easat-7955	177	9	heterotrait	heterotrait	ADJ
easat-7955	177	10	-	-	PUNCT
easat-7955	177	11	monotrait	monotrait	NOUN
easat-7955	177	12	ratio	ratio	NOUN
easat-7955	177	13	(	(	PUNCT
easat-7955	177	14	htmt	htmt	PROPN
easat-7955	177	15	)	)	PUNCT
easat-7955	177	16	in	in	ADP
easat-7955	177	17	table	table	NOUN
easat-7955	177	18	5	5	NUM
easat-7955	177	19	.	.	PUNCT
easat-7955	177	20	htmt	htmt	NOUN
easat-7955	177	21	can	can	AUX
easat-7955	177	22	detect	detect	VERB
easat-7955	177	23	potential	potential	ADJ
easat-7955	177	24	indiscrimination	indiscrimination	NOUN
easat-7955	177	25	among	among	ADP
easat-7955	177	26	latent	latent	NOUN
easat-7955	177	27	variables	variable	NOUN
easat-7955	177	28	that	that	PRON
easat-7955	177	29	may	may	AUX
easat-7955	177	30	be	be	AUX
easat-7955	177	31	missed	miss	VERB
easat-7955	177	32	by	by	ADP
easat-7955	177	33	other	other	ADJ
easat-7955	177	34	methods	method	NOUN
easat-7955	177	35	[	[	X
easat-7955	177	36	33	33	NUM
easat-7955	177	37	]	]	PUNCT
easat-7955	177	38	.	.	PUNCT
easat-7955	178	1	if	if	SCONJ
easat-7955	178	2	the	the	DET
easat-7955	178	3	htmt	htmt	NOUN
easat-7955	178	4	value	value	NOUN
easat-7955	178	5	is	be	AUX
easat-7955	178	6	below	below	ADP
easat-7955	178	7	the	the	DET
easat-7955	178	8	recommended	recommend	VERB
easat-7955	178	9	htmt	htmt	NOUN
easat-7955	178	10	threshold	threshold	NOUN
easat-7955	178	11	of	of	ADP
easat-7955	178	12	0.85	0.85	NUM
easat-7955	178	13	,	,	PUNCT
easat-7955	178	14	then	then	ADV
easat-7955	178	15	the	the	DET
easat-7955	178	16	discriminant	discriminant	ADJ
easat-7955	178	17	validity	validity	NOUN
easat-7955	178	18	is	be	AUX
easat-7955	178	19	achieved	achieve	VERB
easat-7955	178	20	[	[	PUNCT
easat-7955	178	21	32	32	NUM
easat-7955	178	22	]	]	PUNCT
easat-7955	178	23	.	.	PUNCT
easat-7955	179	1	table	table	NOUN
easat-7955	179	2	5	5	NUM
easat-7955	179	3	indicates	indicate	VERB
easat-7955	179	4	that	that	SCONJ
easat-7955	179	5	the	the	DET
easat-7955	179	6	variables	variable	NOUN
easat-7955	179	7	’	'	PUNCT
easat-7955	179	8	htmt	htmt	NOUN
easat-7955	179	9	are	be	AUX
easat-7955	179	10	below	below	ADP
easat-7955	179	11	the	the	DET
easat-7955	179	12	0.85	0.85	NUM
easat-7955	179	13	threshold	threshold	NOUN
easat-7955	179	14	.	.	PUNCT
easat-7955	180	1	this	this	PRON
easat-7955	180	2	demonstrates	demonstrate	VERB
easat-7955	180	3	that	that	SCONJ
easat-7955	180	4	the	the	DET
easat-7955	180	5	model	model	NOUN
easat-7955	180	6	has	have	AUX
easat-7955	180	7	successfully	successfully	ADV
easat-7955	180	8	passed	pass	VERB
easat-7955	180	9	the	the	DET
easat-7955	180	10	discriminant	discriminant	ADJ
easat-7955	180	11	validity	validity	NOUN
easat-7955	180	12	test	test	NOUN
easat-7955	180	13	.	.	PUNCT
easat-7955	181	1	842	842	NUM
easat-7955	181	2	edelweiss	edelweiss	PROPN
easat-7955	181	3	applied	apply	VERB
easat-7955	181	4	science	science	NOUN
easat-7955	181	5	and	and	CCONJ
easat-7955	181	6	technology	technology	NOUN
easat-7955	181	7	issn	issn	PROPN
easat-7955	181	8	:	:	PUNCT
easat-7955	181	9	2576	2576	NUM
easat-7955	181	10	-	-	SYM
easat-7955	181	11	8484	8484	NUM
easat-7955	181	12	vol	vol	NOUN
easat-7955	181	13	.	.	PROPN
easat-7955	182	1	9	9	NUM
easat-7955	182	2	,	,	PUNCT
easat-7955	182	3	no	no	INTJ
easat-7955	182	4	.	.	NOUN
easat-7955	183	1	6	6	NUM
easat-7955	183	2	:	:	SYM
easat-7955	183	3	835	835	NUM
easat-7955	183	4	-	-	SYM
easat-7955	183	5	845	845	NUM
easat-7955	183	6	,	,	PUNCT
easat-7955	183	7	2025	2025	NUM
easat-7955	183	8	doi	doi	NOUN
easat-7955	183	9	:	:	PUNCT
easat-7955	183	10	10.55214/25768484.v9i6.7955	10.55214/25768484.v9i6.7955	NUM
easat-7955	183	11	©	©	PROPN
easat-7955	183	12	2025	2025	NUM
easat-7955	183	13	by	by	ADP
easat-7955	183	14	the	the	DET
easat-7955	183	15	authors	author	NOUN
easat-7955	183	16	;	;	PUNCT
easat-7955	183	17	licensee	licensee	PROPN
easat-7955	183	18	learning	learn	VERB
easat-7955	183	19	gate	gate	NOUN
easat-7955	183	20	table	table	NOUN
easat-7955	183	21	5	5	NUM
easat-7955	183	22	.	.	PUNCT
easat-7955	183	23	heterotrait	heterotrait	NOUN
easat-7955	183	24	-	-	PUNCT
easat-7955	183	25	monotrait	monotrait	NOUN
easat-7955	183	26	ratio	ratio	NOUN
easat-7955	183	27	.	.	PUNCT
easat-7955	184	1	variable	variable	ADJ
easat-7955	184	2	ai	ai	ADJ
easat-7955	184	3	-	-	PUNCT
easat-7955	184	4	driven	drive	VERB
easat-7955	184	5	data	datum	NOUN
easat-7955	184	6	analysis	analysis	NOUN
easat-7955	184	7	ai	ai	ADJ
easat-7955	184	8	-	-	PUNCT
easat-7955	184	9	driven	drive	VERB
easat-7955	184	10	risk	risk	NOUN
easat-7955	184	11	assessment	assessment	NOUN
easat-7955	184	12	electronic	electronic	ADJ
easat-7955	184	13	whistleblowing	whistleblowing	NOUN
easat-7955	184	14	system	system	NOUN
easat-7955	184	15	fraud	fraud	NOUN
easat-7955	184	16	detection	detection	NOUN
easat-7955	184	17	natural	natural	ADJ
easat-7955	184	18	language	language	NOUN
easat-7955	184	19	processing	processing	NOUN
easat-7955	184	20	ai	ai	NOUN
easat-7955	184	21	-	-	PUNCT
easat-7955	184	22	driven	drive	VERB
easat-7955	184	23	data	datum	NOUN
easat-7955	184	24	analysis	analysis	NOUN
easat-7955	184	25	ai	ai	ADJ
easat-7955	184	26	-	-	PUNCT
easat-7955	184	27	driven	drive	VERB
easat-7955	184	28	risk	risk	NOUN
easat-7955	184	29	assessment	assessment	NOUN
easat-7955	184	30	0.279	0.279	NUM
easat-7955	184	31	electronic	electronic	ADJ
easat-7955	184	32	whistleblowing	whistleblowing	NOUN
easat-7955	184	33	system	system	NOUN
easat-7955	184	34	0.121	0.121	NUM
easat-7955	184	35	0.157	0.157	NUM
easat-7955	184	36	fraud	fraud	NOUN
easat-7955	184	37	detection	detection	NOUN
easat-7955	184	38	0.577	0.577	NUM
easat-7955	184	39	0.492	0.492	NUM
easat-7955	184	40	0.417	0.417	NUM
easat-7955	184	41	natural	natural	ADJ
easat-7955	184	42	language	language	NOUN
easat-7955	184	43	processing	processing	NOUN
easat-7955	184	44	0.143	0.143	NUM
easat-7955	184	45	0.133	0.133	NUM
easat-7955	184	46	0.161	0.161	NUM
easat-7955	184	47	0.574	0.574	NUM
easat-7955	184	48	4.5	4.5	NUM
easat-7955	184	49	.	.	PUNCT
easat-7955	185	1	hypothesis	hypothesis	NOUN
easat-7955	185	2	testing	testing	NOUN
easat-7955	185	3	it	it	PRON
easat-7955	185	4	is	be	AUX
easat-7955	185	5	a	a	DET
easat-7955	185	6	fundamental	fundamental	ADJ
easat-7955	185	7	statistical	statistical	ADJ
easat-7955	185	8	method	method	NOUN
easat-7955	185	9	used	use	VERB
easat-7955	185	10	to	to	PART
easat-7955	185	11	draw	draw	VERB
easat-7955	185	12	conclusions	conclusion	NOUN
easat-7955	185	13	about	about	ADP
easat-7955	185	14	population	population	NOUN
easat-7955	185	15	parameters	parameter	NOUN
easat-7955	185	16	based	base	VERB
easat-7955	185	17	on	on	ADP
easat-7955	185	18	sample	sample	NOUN
easat-7955	185	19	data	datum	NOUN
easat-7955	185	20	.	.	PUNCT
easat-7955	186	1	this	this	DET
easat-7955	186	2	process	process	NOUN
easat-7955	186	3	involves	involve	VERB
easat-7955	186	4	comparing	compare	VERB
easat-7955	186	5	the	the	DET
easat-7955	186	6	computed	computed	ADJ
easat-7955	186	7	t	t	NOUN
easat-7955	186	8	-	-	PUNCT
easat-7955	186	9	value	value	NOUN
easat-7955	186	10	with	with	ADP
easat-7955	186	11	the	the	DET
easat-7955	186	12	critical	critical	ADJ
easat-7955	186	13	t	t	NOUN
easat-7955	186	14	-	-	PUNCT
easat-7955	186	15	value	value	NOUN
easat-7955	186	16	from	from	ADP
easat-7955	186	17	a	a	DET
easat-7955	186	18	table	table	NOUN
easat-7955	186	19	.	.	PUNCT
easat-7955	187	1	the	the	DET
easat-7955	187	2	alternative	alternative	ADJ
easat-7955	187	3	hypothesis	hypothesis	NOUN
easat-7955	187	4	is	be	AUX
easat-7955	187	5	accepted	accept	VERB
easat-7955	187	6	if	if	SCONJ
easat-7955	187	7	the	the	DET
easat-7955	187	8	computed	computed	ADJ
easat-7955	187	9	t	t	PROPN
easat-7955	187	10	-	-	PUNCT
easat-7955	187	11	value	value	NOUN
easat-7955	187	12	exceeds	exceed	VERB
easat-7955	187	13	1.96	1.96	NUM
easat-7955	187	14	and	and	CCONJ
easat-7955	187	15	the	the	DET
easat-7955	187	16	p	p	NOUN
easat-7955	187	17	-	-	PUNCT
easat-7955	187	18	value	value	NOUN
easat-7955	187	19	is	be	AUX
easat-7955	187	20	less	less	ADJ
easat-7955	187	21	than	than	ADP
easat-7955	187	22	0.05	0.05	NUM
easat-7955	187	23	[	[	X
easat-7955	187	24	16	16	NUM
easat-7955	187	25	]	]	PUNCT
easat-7955	187	26	.	.	PUNCT
easat-7955	188	1	the	the	DET
easat-7955	188	2	original	original	ADJ
easat-7955	188	3	samples	sample	NOUN
easat-7955	188	4	refer	refer	VERB
easat-7955	188	5	to	to	ADP
easat-7955	188	6	the	the	DET
easat-7955	188	7	initial	initial	ADJ
easat-7955	188	8	data	datum	NOUN
easat-7955	188	9	set	set	VERB
easat-7955	188	10	collected	collect	VERB
easat-7955	188	11	from	from	ADP
easat-7955	188	12	the	the	DET
easat-7955	188	13	population	population	NOUN
easat-7955	188	14	.	.	PUNCT
easat-7955	189	1	the	the	DET
easat-7955	189	2	hypothesis	hypothesis	NOUN
easat-7955	189	3	testing	testing	NOUN
easat-7955	189	4	results	result	NOUN
easat-7955	189	5	for	for	ADP
easat-7955	189	6	this	this	DET
easat-7955	189	7	study	study	NOUN
easat-7955	189	8	are	be	AUX
easat-7955	189	9	presented	present	VERB
easat-7955	189	10	in	in	ADP
easat-7955	189	11	table	table	NOUN
easat-7955	189	12	6	6	NUM
easat-7955	189	13	.	.	PUNCT
easat-7955	189	14	to	to	PART
easat-7955	189	15	arrive	arrive	VERB
easat-7955	189	16	at	at	ADP
easat-7955	189	17	the	the	DET
easat-7955	189	18	hypothesis	hypothesis	NOUN
easat-7955	189	19	testing	testing	NOUN
easat-7955	189	20	,	,	PUNCT
easat-7955	189	21	the	the	DET
easat-7955	189	22	researchers	researcher	NOUN
easat-7955	189	23	have	have	AUX
easat-7955	189	24	used	use	VERB
easat-7955	189	25	smart	smart	ADJ
easat-7955	189	26	pls	pls	NOUN
easat-7955	189	27	to	to	PART
easat-7955	189	28	calculate	calculate	VERB
easat-7955	189	29	the	the	DET
easat-7955	189	30	data	datum	NOUN
easat-7955	189	31	,	,	PUNCT
easat-7955	189	32	as	as	SCONJ
easat-7955	189	33	shown	show	VERB
easat-7955	189	34	in	in	ADP
easat-7955	189	35	figure	figure	NOUN
easat-7955	189	36	1	1	NUM
easat-7955	189	37	.	.	PUNCT
easat-7955	190	1	the	the	DET
easat-7955	190	2	data	datum	NOUN
easat-7955	190	3	in	in	ADP
easat-7955	190	4	table	table	NOUN
easat-7955	190	5	7	7	NUM
easat-7955	190	6	reveal	reveal	VERB
easat-7955	190	7	that	that	SCONJ
easat-7955	190	8	all	all	DET
easat-7955	190	9	hypotheses	hypothesis	NOUN
easat-7955	190	10	significantly	significantly	ADV
easat-7955	190	11	impact	impact	VERB
easat-7955	190	12	fraud	fraud	NOUN
easat-7955	190	13	detection	detection	NOUN
easat-7955	190	14	.	.	PUNCT
easat-7955	191	1	the	the	DET
easat-7955	191	2	p	p	NOUN
easat-7955	191	3	-	-	PUNCT
easat-7955	191	4	values—7.593	values—7.593	NOUN
easat-7955	191	5	,	,	PUNCT
easat-7955	191	6	8.883	8.883	NUM
easat-7955	191	7	,	,	PUNCT
easat-7955	191	8	7.025	7.025	NUM
easat-7955	191	9	,	,	PUNCT
easat-7955	191	10	and	and	CCONJ
easat-7955	191	11	10.045	10.045	NUM
easat-7955	191	12	—	—	PUNCT
easat-7955	191	13	are	be	AUX
easat-7955	191	14	all	all	ADV
easat-7955	191	15	greater	great	ADJ
easat-7955	191	16	than	than	ADP
easat-7955	191	17	1.96	1.96	NUM
easat-7955	191	18	,	,	PUNCT
easat-7955	191	19	and	and	CCONJ
easat-7955	191	20	the	the	DET
easat-7955	191	21	p	p	NOUN
easat-7955	191	22	-	-	PUNCT
easat-7955	191	23	values	value	NOUN
easat-7955	191	24	for	for	ADP
easat-7955	191	25	each	each	DET
easat-7955	191	26	variable	variable	NOUN
easat-7955	191	27	are	be	AUX
easat-7955	191	28	below	below	ADP
easat-7955	191	29	0.05	0.05	NUM
easat-7955	191	30	.	.	PUNCT
easat-7955	192	1	this	this	PRON
easat-7955	192	2	indicates	indicate	VERB
easat-7955	192	3	that	that	SCONJ
easat-7955	192	4	natural	natural	ADJ
easat-7955	192	5	language	language	NOUN
easat-7955	192	6	processing	processing	NOUN
easat-7955	192	7	,	,	PUNCT
easat-7955	192	8	ai	ai	ADJ
easat-7955	192	9	-	-	PUNCT
easat-7955	192	10	driven	drive	VERB
easat-7955	192	11	data	datum	NOUN
easat-7955	192	12	analysis	analysis	NOUN
easat-7955	192	13	,	,	PUNCT
easat-7955	192	14	aidriven	aidriven	ADJ
easat-7955	192	15	risk	risk	NOUN
easat-7955	192	16	assessment	assessment	NOUN
easat-7955	192	17	,	,	PUNCT
easat-7955	192	18	and	and	CCONJ
easat-7955	192	19	electronic	electronic	ADJ
easat-7955	192	20	whistleblowing	whistleblowing	NOUN
easat-7955	192	21	system	system	NOUN
easat-7955	192	22	all	all	ADV
easat-7955	192	23	have	have	VERB
easat-7955	192	24	a	a	DET
easat-7955	192	25	significant	significant	ADJ
easat-7955	192	26	effect	effect	NOUN
easat-7955	192	27	on	on	ADP
easat-7955	192	28	fraud	fraud	NOUN
easat-7955	192	29	detection	detection	NOUN
easat-7955	192	30	.	.	PUNCT
easat-7955	193	1	as	as	ADP
easat-7955	193	2	a	a	DET
easat-7955	193	3	result	result	NOUN
easat-7955	193	4	,	,	PUNCT
easat-7955	193	5	hypotheses	hypothesis	NOUN
easat-7955	193	6	h1	h1	PROPN
easat-7955	193	7	,	,	PUNCT
easat-7955	193	8	h2	h2	PROPN
easat-7955	193	9	,	,	PUNCT
easat-7955	193	10	h3	h3	NOUN
easat-7955	193	11	,	,	PUNCT
easat-7955	193	12	and	and	CCONJ
easat-7955	193	13	h4	h4	NOUN
easat-7955	193	14	can	can	AUX
easat-7955	193	15	be	be	AUX
easat-7955	193	16	accepted	accept	VERB
easat-7955	193	17	.	.	PUNCT
easat-7955	194	1	additionally	additionally	ADV
easat-7955	194	2	,	,	PUNCT
easat-7955	194	3	the	the	DET
easat-7955	194	4	coefficient	coefficient	NOUN
easat-7955	194	5	of	of	ADP
easat-7955	194	6	determination	determination	NOUN
easat-7955	194	7	shown	show	VERB
easat-7955	194	8	in	in	ADP
easat-7955	194	9	table	table	NOUN
easat-7955	194	10	7	7	NUM
easat-7955	194	11	reveals	reveal	VERB
easat-7955	194	12	that	that	SCONJ
easat-7955	194	13	the	the	DET
easat-7955	194	14	adjusted	adjusted	ADJ
easat-7955	194	15	r	r	NOUN
easat-7955	194	16	-	-	PUNCT
easat-7955	194	17	squared	square	VERB
easat-7955	194	18	value	value	NOUN
easat-7955	194	19	is	be	AUX
easat-7955	194	20	75.1	75.1	NUM
easat-7955	194	21	%	%	NOUN
easat-7955	194	22	,	,	PUNCT
easat-7955	194	23	indicating	indicate	VERB
easat-7955	194	24	that	that	SCONJ
easat-7955	194	25	the	the	DET
easat-7955	194	26	model	model	NOUN
easat-7955	194	27	has	have	VERB
easat-7955	194	28	a	a	DET
easat-7955	194	29	high	high	ADJ
easat-7955	194	30	explanatory	explanatory	ADJ
easat-7955	194	31	power	power	NOUN
easat-7955	194	32	,	,	PUNCT
easat-7955	194	33	with	with	ADP
easat-7955	194	34	an	an	DET
easat-7955	194	35	r2	r2	NOUN
easat-7955	194	36	above	above	ADP
easat-7955	194	37	50	50	NUM
easat-7955	194	38	%	%	NOUN
easat-7955	195	1	[	[	X
easat-7955	195	2	34	34	NUM
easat-7955	195	3	]	]	PUNCT
easat-7955	195	4	.	.	PUNCT
easat-7955	196	1	figure	figure	NOUN
easat-7955	196	2	1	1	NUM
easat-7955	196	3	.	.	PUNCT
easat-7955	196	4	path	path	PROPN
easat-7955	196	5	coefficient	coefficient	NOUN
easat-7955	196	6	.	.	PUNCT
easat-7955	197	1	843	843	NUM
easat-7955	197	2	edelweiss	edelweiss	PROPN
easat-7955	197	3	applied	apply	VERB
easat-7955	197	4	science	science	NOUN
easat-7955	197	5	and	and	CCONJ
easat-7955	197	6	technology	technology	NOUN
easat-7955	197	7	issn	issn	PROPN
easat-7955	197	8	:	:	PUNCT
easat-7955	197	9	2576	2576	NUM
easat-7955	197	10	-	-	SYM
easat-7955	197	11	8484	8484	NUM
easat-7955	197	12	vol	vol	NOUN
easat-7955	197	13	.	.	PROPN
easat-7955	198	1	9	9	NUM
easat-7955	198	2	,	,	PUNCT
easat-7955	198	3	no	no	INTJ
easat-7955	198	4	.	.	NOUN
easat-7955	199	1	6	6	NUM
easat-7955	199	2	:	:	SYM
easat-7955	199	3	835	835	NUM
easat-7955	199	4	-	-	SYM
easat-7955	199	5	845	845	NUM
easat-7955	199	6	,	,	PUNCT
easat-7955	199	7	2025	2025	NUM
easat-7955	199	8	doi	doi	NOUN
easat-7955	199	9	:	:	PUNCT
easat-7955	199	10	10.55214/25768484.v9i6.7955	10.55214/25768484.v9i6.7955	NUM
easat-7955	199	11	©	©	PROPN
easat-7955	199	12	2025	2025	NUM
easat-7955	199	13	by	by	ADP
easat-7955	199	14	the	the	DET
easat-7955	199	15	authors	author	NOUN
easat-7955	199	16	;	;	PUNCT
easat-7955	199	17	licensee	licensee	PROPN
easat-7955	199	18	learning	learn	VERB
easat-7955	199	19	gate	gate	NOUN
easat-7955	199	20	table	table	NOUN
easat-7955	199	21	6	6	NUM
easat-7955	199	22	.	.	PUNCT
easat-7955	199	23	hypothesis	hypothesis	NOUN
easat-7955	199	24	testing	testing	NOUN
easat-7955	199	25	.	.	PUNCT
easat-7955	200	1	variable	variable	ADJ
easat-7955	200	2	original	original	ADJ
easat-7955	200	3	sample	sample	NOUN
easat-7955	200	4	t	t	NOUN
easat-7955	200	5	statistics	statistic	NOUN
easat-7955	200	6	p	p	NOUN
easat-7955	200	7	values	value	NOUN
easat-7955	200	8	h1	h1	VERB
easat-7955	200	9	:	:	PUNCT
easat-7955	200	10	natural	natural	ADJ
easat-7955	200	11	language	language	NOUN
easat-7955	200	12	processing	processing	NOUN
easat-7955	200	13	significantly	significantly	ADV
easat-7955	200	14	affects	affect	VERB
easat-7955	200	15	fraud	fraud	NOUN
easat-7955	200	16	detection	detection	NOUN
easat-7955	200	17	0.373	0.373	NUM
easat-7955	200	18	7.593	7.593	NUM
easat-7955	200	19	0.000	0.000	NUM
easat-7955	200	20	h2	h2	NOUN
easat-7955	200	21	:	:	PUNCT
easat-7955	200	22	ai	ai	VERB
easat-7955	200	23	-	-	PUNCT
easat-7955	200	24	driven	drive	VERB
easat-7955	200	25	data	datum	NOUN
easat-7955	200	26	analysis	analysis	NOUN
easat-7955	200	27	significantly	significantly	ADV
easat-7955	200	28	affects	affect	VERB
easat-7955	200	29	fraud	fraud	NOUN
easat-7955	200	30	detection	detection	NOUN
easat-7955	200	31	0.415	0.415	NUM
easat-7955	200	32	8.883	8.883	NUM
easat-7955	200	33	0.000	0.000	NUM
easat-7955	200	34	h3	h3	NOUN
easat-7955	200	35	:	:	PUNCT
easat-7955	200	36	ai	ai	ADJ
easat-7955	200	37	-	-	PUNCT
easat-7955	200	38	driven	drive	VERB
easat-7955	200	39	risk	risk	NOUN
easat-7955	200	40	assessment	assessment	NOUN
easat-7955	200	41	significantly	significantly	ADV
easat-7955	200	42	affects	affect	VERB
easat-7955	200	43	fraud	fraud	NOUN
easat-7955	200	44	detection	detection	NOUN
easat-7955	200	45	0.389	0.389	NUM
easat-7955	200	46	7.025	7.025	NUM
easat-7955	200	47	0.000	0.000	NUM
easat-7955	200	48	h4	h4	NOUN
easat-7955	200	49	:	:	PUNCT
easat-7955	200	50	electronic	electronic	ADJ
easat-7955	200	51	whistle	whistle	NOUN
easat-7955	200	52	blowing	blow	VERB
easat-7955	200	53	system	system	NOUN
easat-7955	200	54	significantly	significantly	ADV
easat-7955	200	55	affect	affect	VERB
easat-7955	200	56	fraud	fraud	NOUN
easat-7955	200	57	detection	detection	NOUN
easat-7955	200	58	0.442	0.442	NUM
easat-7955	200	59	10.045	10.045	NUM
easat-7955	200	60	0.000	0.000	NUM
easat-7955	200	61	r	r	NOUN
easat-7955	200	62	-	-	PUNCT
easat-7955	200	63	square	square	ADJ
easat-7955	200	64	/	/	SYM
easat-7955	200	65	r	r	NOUN
easat-7955	200	66	-	-	PUNCT
easat-7955	200	67	square	square	ADJ
easat-7955	200	68	adjusted	adjust	VERB
easat-7955	200	69	0.760/0.751	0.760/0.751	NOUN
easat-7955	200	70	5	5	NUM
easat-7955	200	71	.	.	PUNCT
easat-7955	200	72	conclusion	conclusion	NOUN
easat-7955	200	73	and	and	CCONJ
easat-7955	200	74	suggestion	suggestion	NOUN
easat-7955	200	75	based	base	VERB
easat-7955	200	76	on	on	ADP
easat-7955	200	77	the	the	DET
easat-7955	200	78	results	result	NOUN
easat-7955	200	79	of	of	ADP
easat-7955	200	80	data	datum	NOUN
easat-7955	200	81	processing	processing	NOUN
easat-7955	200	82	obtained	obtain	VERB
easat-7955	200	83	in	in	ADP
easat-7955	200	84	chapter	chapter	NOUN
easat-7955	200	85	4	4	NUM
easat-7955	200	86	,	,	PUNCT
easat-7955	200	87	researchers	researcher	NOUN
easat-7955	200	88	can	can	AUX
easat-7955	200	89	conclude	conclude	VERB
easat-7955	200	90	that	that	SCONJ
easat-7955	200	91	the	the	DET
easat-7955	200	92	integration	integration	NOUN
easat-7955	200	93	of	of	ADP
easat-7955	200	94	nlp	nlp	NOUN
easat-7955	200	95	,	,	PUNCT
easat-7955	200	96	ai	ai	ADJ
easat-7955	200	97	-	-	PUNCT
easat-7955	200	98	driven	drive	VERB
easat-7955	200	99	data	datum	NOUN
easat-7955	200	100	analysis	analysis	NOUN
easat-7955	200	101	,	,	PUNCT
easat-7955	200	102	risk	risk	NOUN
easat-7955	200	103	assessment	assessment	NOUN
easat-7955	200	104	,	,	PUNCT
easat-7955	200	105	and	and	CCONJ
easat-7955	200	106	electronic	electronic	ADJ
easat-7955	200	107	whistle	whistle	NOUN
easat-7955	200	108	-	-	PUNCT
easat-7955	200	109	blowing	blow	VERB
easat-7955	200	110	system	system	NOUN
easat-7955	200	111	will	will	AUX
easat-7955	200	112	affect	affect	VERB
easat-7955	200	113	the	the	DET
easat-7955	200	114	results	result	NOUN
easat-7955	200	115	of	of	ADP
easat-7955	200	116	fraud	fraud	NOUN
easat-7955	200	117	detection	detection	NOUN
easat-7955	200	118	.	.	PUNCT
easat-7955	201	1	all	all	DET
easat-7955	201	2	existing	exist	VERB
easat-7955	201	3	indicators	indicator	NOUN
easat-7955	201	4	,	,	PUNCT
easat-7955	201	5	namely	namely	ADV
easat-7955	201	6	natural	natural	ADJ
easat-7955	201	7	language	language	NOUN
easat-7955	201	8	processing	processing	NOUN
easat-7955	201	9	,	,	PUNCT
easat-7955	201	10	ai	ai	NOUN
easat-7955	201	11	-	-	PUNCT
easat-7955	201	12	risk	risk	NOUN
easat-7955	201	13	assessment	assessment	NOUN
easat-7955	201	14	,	,	PUNCT
easat-7955	201	15	ai	ai	ADJ
easat-7955	201	16	-	-	PUNCT
easat-7955	201	17	driven	drive	VERB
easat-7955	201	18	data	datum	NOUN
easat-7955	201	19	analysis	analysis	NOUN
easat-7955	201	20	,	,	PUNCT
easat-7955	201	21	electronic	electronic	ADJ
easat-7955	201	22	whistle	whistle	NOUN
easat-7955	201	23	blowing	blow	VERB
easat-7955	201	24	systems	system	NOUN
easat-7955	201	25	and	and	CCONJ
easat-7955	201	26	fraud	fraud	NOUN
easat-7955	201	27	detection	detection	NOUN
easat-7955	201	28	have	have	VERB
easat-7955	201	29	a	a	DET
easat-7955	201	30	fairly	fairly	ADV
easat-7955	201	31	strong	strong	ADJ
easat-7955	201	32	correlation	correlation	NOUN
easat-7955	201	33	with	with	ADP
easat-7955	201	34	each	each	DET
easat-7955	201	35	other	other	ADJ
easat-7955	201	36	,	,	PUNCT
easat-7955	201	37	so	so	SCONJ
easat-7955	201	38	that	that	SCONJ
easat-7955	201	39	integration	integration	NOUN
easat-7955	201	40	will	will	AUX
easat-7955	201	41	produce	produce	VERB
easat-7955	201	42	a	a	DET
easat-7955	201	43	more	more	ADV
easat-7955	201	44	sophisticated	sophisticated	ADJ
easat-7955	201	45	,	,	PUNCT
easat-7955	201	46	effective	effective	ADJ
easat-7955	201	47	,	,	PUNCT
easat-7955	201	48	and	and	CCONJ
easat-7955	201	49	efficient	efficient	ADJ
easat-7955	201	50	system	system	NOUN
easat-7955	201	51	,	,	PUNCT
easat-7955	201	52	and	and	CCONJ
easat-7955	201	53	in	in	ADP
easat-7955	201	54	accordance	accordance	NOUN
easat-7955	201	55	with	with	ADP
easat-7955	201	56	the	the	DET
easat-7955	201	57	needs	need	NOUN
easat-7955	201	58	of	of	ADP
easat-7955	201	59	the	the	DET
easat-7955	201	60	current	current	ADJ
easat-7955	201	61	era	era	NOUN
easat-7955	201	62	of	of	ADP
easat-7955	201	63	technology	technology	NOUN
easat-7955	201	64	.	.	PUNCT
easat-7955	202	1	nlp	nlp	PROPN
easat-7955	202	2	has	have	AUX
easat-7955	202	3	been	be	AUX
easat-7955	202	4	proven	prove	VERB
easat-7955	202	5	to	to	PART
easat-7955	202	6	increase	increase	VERB
easat-7955	202	7	accuracy	accuracy	NOUN
easat-7955	202	8	in	in	ADP
easat-7955	202	9	identifying	identify	VERB
easat-7955	202	10	fraud	fraud	NOUN
easat-7955	202	11	patterns	pattern	NOUN
easat-7955	202	12	in	in	ADP
easat-7955	202	13	information	information	NOUN
easat-7955	202	14	,	,	PUNCT
easat-7955	202	15	aidriven	aidriven	PROPN
easat-7955	202	16	data	datum	NOUN
easat-7955	202	17	analysis	analysis	NOUN
easat-7955	202	18	can	can	AUX
easat-7955	202	19	help	help	VERB
easat-7955	202	20	process	process	VERB
easat-7955	202	21	data	datum	NOUN
easat-7955	202	22	that	that	PRON
easat-7955	202	23	contains	contain	VERB
easat-7955	202	24	indications	indication	NOUN
easat-7955	202	25	of	of	ADP
easat-7955	202	26	fraud	fraud	NOUN
easat-7955	202	27	in	in	ADP
easat-7955	202	28	large	large	ADJ
easat-7955	202	29	volumes	volume	NOUN
easat-7955	202	30	in	in	ADP
easat-7955	202	31	realtime	realtime	NOUN
easat-7955	202	32	,	,	PUNCT
easat-7955	202	33	and	and	CCONJ
easat-7955	202	34	risk	risk	NOUN
easat-7955	202	35	assessments	assessment	NOUN
easat-7955	202	36	have	have	AUX
easat-7955	202	37	been	be	AUX
easat-7955	202	38	proven	prove	VERB
easat-7955	202	39	to	to	PART
easat-7955	202	40	increase	increase	VERB
easat-7955	202	41	more	more	ADV
easat-7955	202	42	accurate	accurate	ADJ
easat-7955	202	43	predictions	prediction	NOUN
easat-7955	202	44	for	for	ADP
easat-7955	202	45	historical	historical	ADJ
easat-7955	202	46	and	and	CCONJ
easat-7955	202	47	current	current	ADJ
easat-7955	202	48	data	datum	NOUN
easat-7955	202	49	,	,	PUNCT
easat-7955	202	50	and	and	CCONJ
easat-7955	202	51	e	e	X
easat-7955	202	52	-	-	NOUN
easat-7955	202	53	wbs	wb	NOUN
easat-7955	202	54	which	which	PRON
easat-7955	202	55	can	can	AUX
easat-7955	202	56	be	be	AUX
easat-7955	202	57	a	a	DET
easat-7955	202	58	more	more	ADV
easat-7955	202	59	efficient	efficient	ADJ
easat-7955	202	60	and	and	CCONJ
easat-7955	202	61	secure	secure	VERB
easat-7955	202	62	reporting	reporting	NOUN
easat-7955	202	63	channel	channel	NOUN
easat-7955	202	64	for	for	ADP
easat-7955	202	65	reporters	reporter	NOUN
easat-7955	202	66	.	.	PUNCT
easat-7955	203	1	this	this	DET
easat-7955	203	2	research	research	NOUN
easat-7955	203	3	primarily	primarily	ADV
easat-7955	203	4	focuses	focus	VERB
easat-7955	203	5	on	on	ADP
easat-7955	203	6	fraud	fraud	NOUN
easat-7955	203	7	detection	detection	NOUN
easat-7955	203	8	within	within	ADP
easat-7955	203	9	startup	startup	NOUN
easat-7955	203	10	companies	company	NOUN
easat-7955	203	11	,	,	PUNCT
easat-7955	203	12	offering	offer	VERB
easat-7955	203	13	insights	insight	NOUN
easat-7955	203	14	and	and	CCONJ
easat-7955	203	15	strategies	strategy	NOUN
easat-7955	203	16	that	that	PRON
easat-7955	203	17	can	can	AUX
easat-7955	203	18	be	be	AUX
easat-7955	203	19	directly	directly	ADV
easat-7955	203	20	applied	apply	VERB
easat-7955	203	21	to	to	ADP
easat-7955	203	22	this	this	DET
easat-7955	203	23	sector	sector	NOUN
easat-7955	203	24	.	.	PUNCT
easat-7955	204	1	however	however	ADV
easat-7955	204	2	,	,	PUNCT
easat-7955	204	3	the	the	DET
easat-7955	204	4	findings	finding	NOUN
easat-7955	204	5	and	and	CCONJ
easat-7955	204	6	methodologies	methodology	NOUN
easat-7955	204	7	discussed	discuss	VERB
easat-7955	204	8	are	be	AUX
easat-7955	204	9	not	not	PART
easat-7955	204	10	limited	limit	VERB
easat-7955	204	11	to	to	ADP
easat-7955	204	12	startups	startup	NOUN
easat-7955	204	13	alone	alone	ADV
easat-7955	204	14	.	.	PUNCT
easat-7955	205	1	the	the	DET
easat-7955	205	2	frameworks	framework	NOUN
easat-7955	205	3	and	and	CCONJ
easat-7955	205	4	conclusions	conclusion	NOUN
easat-7955	205	5	presented	present	VERB
easat-7955	205	6	in	in	ADP
easat-7955	205	7	this	this	DET
easat-7955	205	8	study	study	NOUN
easat-7955	205	9	are	be	AUX
easat-7955	205	10	also	also	ADV
easat-7955	205	11	relevant	relevant	ADJ
easat-7955	205	12	to	to	ADP
easat-7955	205	13	other	other	ADJ
easat-7955	205	14	industries	industry	NOUN
easat-7955	205	15	,	,	PUNCT
easat-7955	205	16	as	as	SCONJ
easat-7955	205	17	fraud	fraud	NOUN
easat-7955	205	18	detection	detection	NOUN
easat-7955	205	19	remains	remain	VERB
easat-7955	205	20	a	a	DET
easat-7955	205	21	critical	critical	ADJ
easat-7955	205	22	concern	concern	NOUN
easat-7955	205	23	across	across	ADP
easat-7955	205	24	various	various	ADJ
easat-7955	205	25	business	business	NOUN
easat-7955	205	26	environments	environment	NOUN
easat-7955	205	27	.	.	PUNCT
easat-7955	206	1	hence	hence	ADV
easat-7955	206	2	,	,	PUNCT
easat-7955	206	3	it	it	PRON
easat-7955	206	4	can	can	AUX
easat-7955	206	5	serve	serve	VERB
easat-7955	206	6	as	as	ADP
easat-7955	206	7	a	a	DET
easat-7955	206	8	valuable	valuable	ADJ
easat-7955	206	9	reference	reference	NOUN
easat-7955	206	10	for	for	ADP
easat-7955	206	11	organizations	organization	NOUN
easat-7955	206	12	in	in	ADP
easat-7955	206	13	diverse	diverse	ADJ
easat-7955	206	14	sectors	sector	NOUN
easat-7955	206	15	seeking	seek	VERB
easat-7955	206	16	to	to	PART
easat-7955	206	17	strengthen	strengthen	VERB
easat-7955	206	18	their	their	PRON
easat-7955	206	19	fraud	fraud	NOUN
easat-7955	206	20	detection	detection	NOUN
easat-7955	206	21	mechanisms	mechanism	NOUN
easat-7955	206	22	.	.	PUNCT
easat-7955	207	1	although	although	SCONJ
easat-7955	207	2	this	this	DET
easat-7955	207	3	research	research	NOUN
easat-7955	207	4	provides	provide	VERB
easat-7955	207	5	empirical	empirical	ADJ
easat-7955	207	6	evidence	evidence	NOUN
easat-7955	207	7	that	that	SCONJ
easat-7955	207	8	natural	natural	ADJ
easat-7955	207	9	language	language	NOUN
easat-7955	207	10	processing	processing	NOUN
easat-7955	207	11	,	,	PUNCT
easat-7955	207	12	ai	ai	ADJ
easat-7955	207	13	-	-	PUNCT
easat-7955	207	14	driven	drive	VERB
easat-7955	207	15	data	datum	NOUN
easat-7955	207	16	analysis	analysis	NOUN
easat-7955	207	17	,	,	PUNCT
easat-7955	207	18	ai	ai	NOUN
easat-7955	207	19	-	-	PUNCT
easat-7955	207	20	driven	drive	VERB
easat-7955	207	21	risk	risk	NOUN
easat-7955	207	22	assessment	assessment	NOUN
easat-7955	207	23	,	,	PUNCT
easat-7955	207	24	and	and	CCONJ
easat-7955	207	25	electronic	electronic	ADJ
easat-7955	207	26	whistleblowing	whistleblowing	NOUN
easat-7955	207	27	system	system	NOUN
easat-7955	207	28	significantly	significantly	ADV
easat-7955	207	29	impact	impact	VERB
easat-7955	207	30	fraud	fraud	NOUN
easat-7955	207	31	detection	detection	NOUN
easat-7955	207	32	,	,	PUNCT
easat-7955	207	33	there	there	PRON
easat-7955	207	34	remains	remain	VERB
easat-7955	207	35	potential	potential	ADJ
easat-7955	207	36	to	to	PART
easat-7955	207	37	explore	explore	VERB
easat-7955	207	38	additional	additional	ADJ
easat-7955	207	39	factors	factor	NOUN
easat-7955	207	40	which	which	PRON
easat-7955	207	41	make	make	VERB
easat-7955	207	42	up	up	ADP
easat-7955	207	43	the	the	DET
easat-7955	207	44	24.9	24.9	NUM
easat-7955	207	45	%	%	NOUN
easat-7955	207	46	that	that	PRON
easat-7955	207	47	could	could	AUX
easat-7955	207	48	further	far	ADV
easat-7955	207	49	detect	detect	VERB
easat-7955	207	50	fraud	fraud	NOUN
easat-7955	207	51	,	,	PUNCT
easat-7955	207	52	which	which	PRON
easat-7955	207	53	could	could	AUX
easat-7955	207	54	be	be	AUX
easat-7955	207	55	explored	explore	VERB
easat-7955	207	56	.	.	PUNCT
easat-7955	208	1	furthermore	furthermore	ADV
easat-7955	208	2	,	,	PUNCT
easat-7955	208	3	this	this	DET
easat-7955	208	4	study	study	NOUN
easat-7955	208	5	could	could	AUX
easat-7955	208	6	serve	serve	VERB
easat-7955	208	7	as	as	ADP
easat-7955	208	8	a	a	DET
easat-7955	208	9	foundation	foundation	NOUN
easat-7955	208	10	for	for	ADP
easat-7955	208	11	future	future	ADJ
easat-7955	208	12	research	research	NOUN
easat-7955	208	13	with	with	ADP
easat-7955	208	14	a	a	DET
easat-7955	208	15	larger	large	ADJ
easat-7955	208	16	sample	sample	NOUN
easat-7955	208	17	size	size	NOUN
easat-7955	208	18	to	to	PART
easat-7955	208	19	offer	offer	VERB
easat-7955	208	20	a	a	DET
easat-7955	208	21	more	more	ADV
easat-7955	208	22	accurate	accurate	ADJ
easat-7955	208	23	representation	representation	NOUN
easat-7955	208	24	of	of	ADP
easat-7955	208	25	fraud	fraud	NOUN
easat-7955	208	26	detection	detection	NOUN
easat-7955	208	27	.	.	PUNCT
easat-7955	209	1	transparency	transparency	NOUN
easat-7955	209	2	:	:	PUNCT
easat-7955	209	3	the	the	DET
easat-7955	209	4	authors	author	NOUN
easat-7955	209	5	confirm	confirm	VERB
easat-7955	209	6	that	that	SCONJ
easat-7955	209	7	the	the	DET
easat-7955	209	8	manuscript	manuscript	NOUN
easat-7955	209	9	is	be	AUX
easat-7955	209	10	an	an	DET
easat-7955	209	11	honest	honest	ADJ
easat-7955	209	12	,	,	PUNCT
easat-7955	209	13	accurate	accurate	ADJ
easat-7955	209	14	,	,	PUNCT
easat-7955	209	15	and	and	CCONJ
easat-7955	209	16	transparent	transparent	ADJ
easat-7955	209	17	account	account	NOUN
easat-7955	209	18	of	of	ADP
easat-7955	209	19	the	the	DET
easat-7955	209	20	study	study	NOUN
easat-7955	209	21	;	;	PUNCT
easat-7955	209	22	that	that	SCONJ
easat-7955	209	23	no	no	DET
easat-7955	209	24	vital	vital	ADJ
easat-7955	209	25	features	feature	NOUN
easat-7955	209	26	of	of	ADP
easat-7955	209	27	the	the	DET
easat-7955	209	28	study	study	NOUN
easat-7955	209	29	have	have	AUX
easat-7955	209	30	been	be	AUX
easat-7955	209	31	omitted	omit	VERB
easat-7955	209	32	;	;	PUNCT
easat-7955	209	33	and	and	CCONJ
easat-7955	209	34	that	that	SCONJ
easat-7955	209	35	any	any	DET
easat-7955	209	36	discrepancies	discrepancy	NOUN
easat-7955	209	37	from	from	ADP
easat-7955	209	38	the	the	DET
easat-7955	209	39	study	study	NOUN
easat-7955	209	40	as	as	SCONJ
easat-7955	209	41	planned	plan	VERB
easat-7955	209	42	have	have	AUX
easat-7955	209	43	been	be	AUX
easat-7955	209	44	explained	explain	VERB
easat-7955	209	45	.	.	PUNCT
easat-7955	210	1	this	this	DET
easat-7955	210	2	study	study	NOUN
easat-7955	210	3	followed	follow	VERB
easat-7955	210	4	all	all	DET
easat-7955	210	5	ethical	ethical	ADJ
easat-7955	210	6	practices	practice	NOUN
easat-7955	210	7	during	during	ADP
easat-7955	210	8	writing	writing	NOUN
easat-7955	210	9	.	.	PUNCT
easat-7955	211	1	acknowledgements	acknowledgement	NOUN
easat-7955	211	2	contributor	contributor	NOUN
easat-7955	211	3	of	of	ADP
easat-7955	211	4	this	this	DET
easat-7955	211	5	paper	paper	NOUN
easat-7955	211	6	conceptualization	conceptualization	NOUN
easat-7955	211	7	,	,	PUNCT
easat-7955	211	8	c.t	c.t	PROPN
easat-7955	211	9	.	.	PROPN
easat-7955	211	10	,	,	PUNCT
easat-7955	211	11	c.c	c.c	PROPN
easat-7955	211	12	.	.	PROPN
easat-7955	211	13	,	,	PUNCT
easat-7955	211	14	b.l.h	b.l.h	PROPN
easat-7955	211	15	.	.	PUNCT
easat-7955	211	16	;	;	PUNCT
easat-7955	211	17	methodology	methodology	NOUN
easat-7955	211	18	:	:	PUNCT
easat-7955	212	1	b.l.h	b.l.h	PROPN
easat-7955	212	2	.	.	PUNCT
easat-7955	212	3	;	;	PUNCT
easat-7955	212	4	software	software	NOUN
easat-7955	212	5	:	:	PUNCT
easat-7955	212	6	m.a	m.a	PROPN
easat-7955	212	7	.	.	PROPN
easat-7955	212	8	;	;	PUNCT
easat-7955	212	9	validation	validation	NOUN
easat-7955	212	10	:	:	PUNCT
easat-7955	212	11	b.l.h	b.l.h	PROPN
easat-7955	212	12	.	.	PROPN
easat-7955	212	13	,	,	PUNCT
easat-7955	212	14	k.d	k.d	PROPN
easat-7955	212	15	.	.	PROPN
easat-7955	212	16	;	;	PUNCT
easat-7955	212	17	formal	formal	ADJ
easat-7955	212	18	analysis	analysis	NOUN
easat-7955	212	19	:	:	PUNCT
easat-7955	212	20	b.lh	b.lh	PROPN
easat-7955	212	21	.	.	PROPN
easat-7955	212	22	;	;	PUNCT
easat-7955	212	23	investigation	investigation	NOUN
easat-7955	212	24	:	:	PUNCT
easat-7955	212	25	c.t	c.t	PROPN
easat-7955	212	26	.	.	PROPN
easat-7955	212	27	,	,	PUNCT
easat-7955	212	28	c.c	c.c	PROPN
easat-7955	212	29	.	.	PROPN
easat-7955	212	30	;	;	PUNCT
easat-7955	212	31	resources	resource	NOUN
easat-7955	212	32	:	:	PUNCT
easat-7955	212	33	c.t	c.t	PROPN
easat-7955	212	34	.	.	PROPN
easat-7955	212	35	,	,	PUNCT
easat-7955	212	36	c.c	c.c	PROPN
easat-7955	212	37	.	.	PROPN
easat-7955	212	38	;	;	PUNCT
easat-7955	212	39	data	datum	NOUN
easat-7955	212	40	curation	curation	NOUN
easat-7955	212	41	:	:	PUNCT
easat-7955	212	42	b.l.h	b.l.h	PROPN
easat-7955	212	43	.	.	PROPN
easat-7955	212	44	;	;	PUNCT
easat-7955	212	45	writing	write	VERB
easat-7955	212	46	-	-	PUNCT
easat-7955	212	47	original	original	ADJ
easat-7955	212	48	draft	draft	NOUN
easat-7955	212	49	:	:	PUNCT
easat-7955	212	50	c.t	c.t	PROPN
easat-7955	212	51	.	.	PROPN
easat-7955	212	52	,	,	PUNCT
easat-7955	212	53	c.c	c.c	PROPN
easat-7955	212	54	.	.	PROPN
easat-7955	212	55	;	;	PUNCT
easat-7955	212	56	writing	write	VERB
easat-7955	212	57	-	-	PUNCT
easat-7955	212	58	review	review	NOUN
easat-7955	212	59	and	and	CCONJ
easat-7955	212	60	editing	editing	NOUN
easat-7955	212	61	:	:	PUNCT
easat-7955	212	62	b.l.h	b.l.h	NOUN
easat-7955	212	63	;	;	PUNCT
easat-7955	212	64	visualization	visualization	NOUN
easat-7955	212	65	:	:	PUNCT
easat-7955	212	66	c.c	c.c	PROPN
easat-7955	212	67	.	.	PROPN
easat-7955	212	68	;	;	PUNCT
easat-7955	212	69	supervision	supervision	NOUN
easat-7955	212	70	:	:	PUNCT
easat-7955	212	71	b.l.h	b.l.h	PROPN
easat-7955	212	72	.	.	PUNCT
easat-7955	212	73	;	;	PUNCT
easat-7955	212	74	project	project	NOUN
easat-7955	212	75	administration	administration	NOUN
easat-7955	212	76	:	:	PUNCT
easat-7955	212	77	b.l.h	b.l.h	PROPN
easat-7955	212	78	.	.	PROPN
easat-7955	212	79	,	,	PUNCT
easat-7955	212	80	c.c	c.c	PROPN
easat-7955	212	81	.	.	PROPN
easat-7955	212	82	,	,	PUNCT
easat-7955	212	83	c.t	c.t	PROPN
easat-7955	212	84	.	.	PROPN
easat-7955	212	85	;	;	PUNCT
easat-7955	212	86	funding	funding	NOUN
easat-7955	212	87	acquisition	acquisition	NOUN
easat-7955	212	88	,	,	PUNCT
easat-7955	212	89	n	n	CCONJ
easat-7955	212	90	/	/	SYM
easat-7955	212	91	a.	a.	NOUN
easat-7955	212	92	all	all	DET
easat-7955	212	93	authors	author	NOUN
easat-7955	212	94	have	have	AUX
easat-7955	212	95	read	read	VERB
easat-7955	212	96	and	and	CCONJ
easat-7955	212	97	agreed	agree	VERB
easat-7955	212	98	to	to	ADP
easat-7955	212	99	the	the	DET
easat-7955	212	100	published	publish	VERB
easat-7955	212	101	version	version	NOUN
easat-7955	212	102	of	of	ADP
easat-7955	212	103	the	the	DET
easat-7955	212	104	manuscript	manuscript	NOUN
easat-7955	212	105	.	.	PUNCT
easat-7955	213	1	copyright	copyright	NOUN
easat-7955	213	2	:	:	PUNCT
easat-7955	213	3	©	©	PROPN
easat-7955	213	4	2025	2025	NUM
easat-7955	213	5	by	by	ADP
easat-7955	213	6	the	the	DET
easat-7955	213	7	authors	author	NOUN
easat-7955	213	8	.	.	PUNCT
easat-7955	214	1	this	this	DET
easat-7955	214	2	open	open	ADJ
easat-7955	214	3	-	-	PUNCT
easat-7955	214	4	access	access	NOUN
easat-7955	214	5	article	article	NOUN
easat-7955	214	6	is	be	AUX
easat-7955	214	7	distributed	distribute	VERB
easat-7955	214	8	under	under	ADP
easat-7955	214	9	the	the	DET
easat-7955	214	10	terms	term	NOUN
easat-7955	214	11	and	and	CCONJ
easat-7955	214	12	conditions	condition	NOUN
easat-7955	214	13	of	of	ADP
easat-7955	214	14	the	the	DET
easat-7955	214	15	creative	creative	ADJ
easat-7955	214	16	commons	common	NOUN
easat-7955	214	17	attribution	attribution	NOUN
easat-7955	214	18	(	(	PUNCT
easat-7955	214	19	cc	cc	NOUN
easat-7955	214	20	by	by	ADP
easat-7955	214	21	)	)	PUNCT
easat-7955	214	22	license	license	NOUN
easat-7955	214	23	(	(	PUNCT
easat-7955	214	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-7955	214	25	)	)	PUNCT
easat-7955	214	26	.	.	PUNCT
easat-7955	215	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-7955	215	2	844	844	NUM
easat-7955	215	3	edelweiss	edelweiss	PROPN
easat-7955	215	4	applied	apply	VERB
easat-7955	215	5	science	science	NOUN
easat-7955	215	6	and	and	CCONJ
easat-7955	215	7	technology	technology	NOUN
easat-7955	215	8	issn	issn	PROPN
easat-7955	215	9	:	:	PUNCT
easat-7955	215	10	2576	2576	NUM
easat-7955	215	11	-	-	SYM
easat-7955	215	12	8484	8484	NUM
easat-7955	215	13	vol	vol	NOUN
easat-7955	215	14	.	.	PROPN
easat-7955	216	1	9	9	NUM
easat-7955	216	2	,	,	PUNCT
easat-7955	216	3	no	no	INTJ
easat-7955	216	4	.	.	NOUN
easat-7955	217	1	6	6	NUM
easat-7955	217	2	:	:	SYM
easat-7955	217	3	835	835	NUM
easat-7955	217	4	-	-	SYM
easat-7955	217	5	845	845	NUM
easat-7955	217	6	,	,	PUNCT
easat-7955	217	7	2025	2025	NUM
easat-7955	217	8	doi	doi	NOUN
easat-7955	217	9	:	:	PUNCT
easat-7955	217	10	10.55214/25768484.v9i6.7955	10.55214/25768484.v9i6.7955	NUM
easat-7955	217	11	©	©	PROPN
easat-7955	217	12	2025	2025	NUM
easat-7955	217	13	by	by	ADP
easat-7955	217	14	the	the	DET
easat-7955	217	15	authors	author	NOUN
easat-7955	217	16	;	;	PUNCT
easat-7955	217	17	licensee	licensee	PROPN
easat-7955	217	18	learning	learn	VERB
easat-7955	217	19	gate	gate	NOUN
easat-7955	217	20	references	reference	NOUN
easat-7955	217	21	[	[	X
easat-7955	217	22	1	1	NUM
easat-7955	217	23	]	]	PUNCT
easat-7955	217	24	m.	m.	NOUN
easat-7955	217	25	javaid	javaid	PROPN
easat-7955	217	26	,	,	PUNCT
easat-7955	217	27	a.	a.	PROPN
easat-7955	217	28	haleem	haleem	PROPN
easat-7955	217	29	,	,	PUNCT
easat-7955	217	30	r.	r.	PROPN
easat-7955	217	31	p.	p.	PROPN
easat-7955	217	32	singh	singh	PROPN
easat-7955	217	33	,	,	PUNCT
easat-7955	217	34	r.	r.	PROPN
easat-7955	217	35	suman	suman	PROPN
easat-7955	217	36	,	,	PUNCT
easat-7955	217	37	and	and	CCONJ
easat-7955	217	38	e.	e.	PROPN
easat-7955	217	39	s.	s.	PROPN
easat-7955	217	40	gonzalez	gonzalez	PROPN
easat-7955	217	41	,	,	PUNCT
easat-7955	217	42	"	"	PUNCT
easat-7955	217	43	understanding	understand	VERB
easat-7955	217	44	the	the	DET
easat-7955	217	45	adoption	adoption	NOUN
easat-7955	217	46	of	of	ADP
easat-7955	217	47	industry	industry	NOUN
easat-7955	217	48	4.0	4.0	NUM
easat-7955	217	49	technologies	technology	NOUN
easat-7955	217	50	in	in	ADP
easat-7955	217	51	improving	improve	VERB
easat-7955	217	52	environmental	environmental	ADJ
easat-7955	217	53	sustainability	sustainability	NOUN
easat-7955	217	54	,	,	PUNCT
easat-7955	217	55	"	"	PUNCT
easat-7955	217	56	sustainable	sustainable	ADJ
easat-7955	217	57	operations	operation	NOUN
easat-7955	217	58	and	and	CCONJ
easat-7955	217	59	computers	computer	NOUN
easat-7955	217	60	,	,	PUNCT
easat-7955	217	61	vol	vol	NOUN
easat-7955	217	62	.	.	PROPN
easat-7955	218	1	3	3	NUM
easat-7955	218	2	,	,	PUNCT
easat-7955	218	3	pp	pp	ADJ
easat-7955	218	4	.	.	PUNCT
easat-7955	219	1	203	203	NUM
easat-7955	219	2	-	-	SYM
easat-7955	219	3	217	217	NUM
easat-7955	219	4	,	,	PUNCT
easat-7955	219	5	2022	2022	NUM
easat-7955	219	6	.	.	PUNCT
easat-7955	220	1	https://doi.org/10.1016/j.susoc.2022.01.008	https://doi.org/10.1016/j.susoc.2022.01.008	NOUN
easat-7955	221	1	[	[	X
easat-7955	221	2	2	2	NUM
easat-7955	221	3	]	]	X
easat-7955	221	4	n.	n.	NOUN
easat-7955	221	5	o.-o	o.-o	NOUN
easat-7955	221	6	.	.	PUNCT
easat-7955	222	1	anwuli	anwuli	PROPN
easat-7955	222	2	,	,	PUNCT
easat-7955	222	3	e.	e.	PROPN
easat-7955	222	4	a.	a.	PROPN
easat-7955	222	5	edith	edith	PROPN
easat-7955	222	6	,	,	PUNCT
easat-7955	222	7	and	and	CCONJ
easat-7955	222	8	r.	r.	PROPN
easat-7955	222	9	c.	c.	PROPN
easat-7955	222	10	njideka	njideka	PROPN
easat-7955	222	11	,	,	PUNCT
easat-7955	222	12	"	"	PUNCT
easat-7955	222	13	fintech	fintech	NOUN
easat-7955	222	14	integration	integration	NOUN
easat-7955	222	15	in	in	ADP
easat-7955	222	16	small	small	ADJ
easat-7955	222	17	and	and	CCONJ
easat-7955	222	18	medium	medium	ADJ
easat-7955	222	19	enterprises	enterprise	NOUN
easat-7955	222	20	:	:	PUNCT
easat-7955	222	21	enhancing	enhance	VERB
easat-7955	222	22	economic	economic	ADJ
easat-7955	222	23	resilience	resilience	NOUN
easat-7955	222	24	and	and	CCONJ
easat-7955	222	25	operational	operational	ADJ
easat-7955	222	26	efficiency	efficiency	NOUN
easat-7955	222	27	,	,	PUNCT
easat-7955	222	28	"	"	PUNCT
easat-7955	222	29	finance	finance	NOUN
easat-7955	222	30	&	&	CCONJ
easat-7955	222	31	accounting	accounting	PROPN
easat-7955	222	32	research	research	PROPN
easat-7955	222	33	journal	journal	PROPN
easat-7955	222	34	,	,	PUNCT
easat-7955	222	35	vol	vol	NOUN
easat-7955	222	36	.	.	PROPN
easat-7955	222	37	6	6	NUM
easat-7955	222	38	,	,	PUNCT
easat-7955	222	39	no	no	INTJ
easat-7955	222	40	.	.	NOUN
easat-7955	222	41	8	8	NUM
easat-7955	222	42	,	,	PUNCT
easat-7955	222	43	pp	pp	ADJ
easat-7955	222	44	.	.	PUNCT
easat-7955	222	45	1485–1500	1485–1500	NUM
easat-7955	222	46	,	,	PUNCT
easat-7955	222	47	2024	2024	NUM
easat-7955	222	48	.	.	PUNCT
easat-7955	223	1	https://doi.org/10.51594/farj.v6i8.1435	https://doi.org/10.51594/farj.v6i8.1435	NOUN
easat-7955	224	1	[	[	X
easat-7955	224	2	3	3	X
easat-7955	224	3	]	]	X
easat-7955	224	4	y.	y.	NOUN
easat-7955	224	5	oktaviani	oktaviani	PROPN
easat-7955	224	6	and	and	CCONJ
easat-7955	224	7	m.	m.	PROPN
easat-7955	224	8	k.	k.	PROPN
easat-7955	224	9	dewi	dewi	PROPN
easat-7955	224	10	,	,	PUNCT
easat-7955	224	11	"	"	PUNCT
easat-7955	224	12	is	be	AUX
easat-7955	224	13	information	information	NOUN
easat-7955	224	14	transparency	transparency	NOUN
easat-7955	224	15	important	important	ADJ
easat-7955	224	16	for	for	ADP
easat-7955	224	17	funders	funder	NOUN
easat-7955	224	18	?	?	PUNCT
easat-7955	225	1	a	a	DET
easat-7955	225	2	case	case	NOUN
easat-7955	225	3	study	study	NOUN
easat-7955	225	4	of	of	ADP
easat-7955	225	5	sharia	sharia	PROPN
easat-7955	225	6	p2p	p2p	PROPN
easat-7955	225	7	lending	lending	NOUN
easat-7955	225	8	companies	company	NOUN
easat-7955	225	9	in	in	ADP
easat-7955	225	10	indonesia	indonesia	PROPN
easat-7955	225	11	,	,	PUNCT
easat-7955	225	12	"	"	PUNCT
easat-7955	225	13	journal	journal	NOUN
easat-7955	225	14	of	of	ADP
easat-7955	225	15	accounting	accounting	NOUN
easat-7955	225	16	and	and	CCONJ
easat-7955	225	17	investment	investment	NOUN
easat-7955	225	18	,	,	PUNCT
easat-7955	225	19	vol	vol	NOUN
easat-7955	225	20	.	.	PROPN
easat-7955	225	21	24	24	NUM
easat-7955	225	22	,	,	PUNCT
easat-7955	225	23	no	no	INTJ
easat-7955	225	24	.	.	NOUN
easat-7955	225	25	2	2	NUM
easat-7955	225	26	,	,	PUNCT
easat-7955	225	27	pp	pp	ADJ
easat-7955	225	28	.	.	PUNCT
easat-7955	226	1	462	462	NUM
easat-7955	226	2	-	-	NUM
easat-7955	226	3	486	486	NUM
easat-7955	226	4	,	,	PUNCT
easat-7955	226	5	2023	2023	NUM
easat-7955	226	6	.	.	PUNCT
easat-7955	227	1	https://doi.org/10.18196/jai.v24i2.17220	https://doi.org/10.18196/jai.v24i2.17220	VERB
easat-7955	227	2	[	[	X
easat-7955	227	3	4	4	NUM
easat-7955	227	4	]	]	X
easat-7955	227	5	n.	n.	PROPN
easat-7955	227	6	jain	jain	PROPN
easat-7955	227	7	and	and	CCONJ
easat-7955	227	8	s.	s.	PROPN
easat-7955	227	9	patil	patil	PROPN
easat-7955	227	10	,	,	PUNCT
easat-7955	227	11	"	"	PUNCT
easat-7955	227	12	artificial	artificial	ADJ
easat-7955	227	13	intelligence	intelligence	NOUN
easat-7955	227	14	models	model	NOUN
easat-7955	227	15	for	for	ADP
easat-7955	227	16	fraud	fraud	NOUN
easat-7955	227	17	detection	detection	NOUN
easat-7955	227	18	 	 	SPACE
easat-7955	227	19	:	:	PUNCT
easat-7955	227	20	advancements	advancement	NOUN
easat-7955	227	21	,	,	PUNCT
easat-7955	227	22	challenges	challenge	NOUN
easat-7955	227	23	,	,	PUNCT
easat-7955	227	24	and	and	CCONJ
easat-7955	227	25	future	future	ADJ
easat-7955	227	26	prospects	prospect	NOUN
easat-7955	227	27	,	,	PUNCT
easat-7955	227	28	"	"	PUNCT
easat-7955	227	29	international	international	ADJ
easat-7955	227	30	journal	journal	NOUN
easat-7955	227	31	of	of	ADP
easat-7955	227	32	global	global	ADJ
easat-7955	227	33	innovations	innovation	NOUN
easat-7955	227	34	and	and	CCONJ
easat-7955	227	35	solutions	solution	NOUN
easat-7955	227	36	,	,	PUNCT
easat-7955	227	37	pp	pp	ADV
easat-7955	227	38	.	.	PUNCT
easat-7955	228	1	1–6	1–6	NUM
easat-7955	228	2	,	,	PUNCT
easat-7955	228	3	2024	2024	NUM
easat-7955	228	4	.	.	PUNCT
easat-7955	229	1	http://dx.doi.org/10.21428/e90189c8.6d8ab5f6	http://dx.doi.org/10.21428/e90189c8.6d8ab5f6	PROPN
easat-7955	229	2	[	[	X
easat-7955	229	3	5	5	NUM
easat-7955	229	4	]	]	PUNCT
easat-7955	229	5	a.	a.	NOUN
easat-7955	229	6	m.	m.	NOUN
easat-7955	229	7	qatawneh	qatawneh	PROPN
easat-7955	229	8	,	,	PUNCT
easat-7955	229	9	"	"	PUNCT
easat-7955	229	10	the	the	DET
easat-7955	229	11	role	role	NOUN
easat-7955	229	12	of	of	ADP
easat-7955	229	13	artificial	artificial	ADJ
easat-7955	229	14	intelligence	intelligence	NOUN
easat-7955	229	15	in	in	ADP
easat-7955	229	16	auditing	auditing	NOUN
easat-7955	229	17	and	and	CCONJ
easat-7955	229	18	fraud	fraud	NOUN
easat-7955	229	19	detection	detection	NOUN
easat-7955	229	20	in	in	ADP
easat-7955	229	21	accounting	accounting	NOUN
easat-7955	229	22	information	information	NOUN
easat-7955	229	23	systems	system	NOUN
easat-7955	229	24	:	:	PUNCT
easat-7955	229	25	moderating	moderate	VERB
easat-7955	229	26	role	role	NOUN
easat-7955	229	27	of	of	ADP
easat-7955	229	28	natural	natural	ADJ
easat-7955	229	29	language	language	NOUN
easat-7955	229	30	processing	processing	NOUN
easat-7955	229	31	,	,	PUNCT
easat-7955	229	32	"	"	PUNCT
easat-7955	229	33	international	international	ADJ
easat-7955	229	34	journal	journal	NOUN
easat-7955	229	35	of	of	ADP
easat-7955	229	36	organizational	organizational	ADJ
easat-7955	229	37	analysis	analysis	NOUN
easat-7955	229	38	,	,	PUNCT
easat-7955	229	39	2024	2024	NUM
easat-7955	229	40	.	.	PUNCT
easat-7955	230	1	https://doi.org/10.1108/ijoa-03-2024-4389	https://doi.org/10.1108/ijoa-03-2024-4389	PROPN
easat-7955	231	1	[	[	X
easat-7955	231	2	6	6	NUM
easat-7955	231	3	]	]	PUNCT
easat-7955	231	4	x.	x.	NOUN
easat-7955	232	1	yang	yang	PROPN
easat-7955	232	2	et	et	PROPN
easat-7955	232	3	al	al	PROPN
easat-7955	232	4	.	.	PROPN
easat-7955	232	5	,	,	PUNCT
easat-7955	232	6	"	"	PUNCT
easat-7955	232	7	finchain	finchain	NOUN
easat-7955	232	8	-	-	PUNCT
easat-7955	232	9	bert	bert	NOUN
easat-7955	232	10	:	:	PUNCT
easat-7955	232	11	a	a	DET
easat-7955	232	12	high	high	ADJ
easat-7955	232	13	-	-	PUNCT
easat-7955	232	14	accuracy	accuracy	NOUN
easat-7955	232	15	automatic	automatic	ADJ
easat-7955	232	16	fraud	fraud	NOUN
easat-7955	232	17	detection	detection	NOUN
easat-7955	232	18	model	model	NOUN
easat-7955	232	19	based	base	VERB
easat-7955	232	20	on	on	ADP
easat-7955	232	21	nlp	nlp	ADJ
easat-7955	232	22	methods	method	NOUN
easat-7955	232	23	for	for	ADP
easat-7955	232	24	financial	financial	ADJ
easat-7955	232	25	scenarios	scenario	NOUN
easat-7955	232	26	,	,	PUNCT
easat-7955	232	27	"	"	PUNCT
easat-7955	232	28	information	information	NOUN
easat-7955	232	29	,	,	PUNCT
easat-7955	232	30	vol	vol	NOUN
easat-7955	232	31	.	.	PROPN
easat-7955	233	1	14	14	NUM
easat-7955	233	2	,	,	PUNCT
easat-7955	233	3	no	no	INTJ
easat-7955	233	4	.	.	NOUN
easat-7955	233	5	9	9	NUM
easat-7955	233	6	,	,	PUNCT
easat-7955	233	7	pp	pp	ADJ
easat-7955	233	8	.	.	PUNCT
easat-7955	234	1	1–26	1–26	NOUN
easat-7955	234	2	,	,	PUNCT
easat-7955	234	3	2023	2023	NUM
easat-7955	234	4	.	.	PUNCT
easat-7955	235	1	https://doi.org/10.3390/info14090499	https://doi.org/10.3390/info14090499	PROPN
easat-7955	235	2	[	[	X
easat-7955	235	3	7	7	X
easat-7955	235	4	]	]	X
easat-7955	235	5	p.	p.	NOUN
easat-7955	235	6	boulieris	boulieris	PROPN
easat-7955	235	7	,	,	PUNCT
easat-7955	235	8	j.	j.	PROPN
easat-7955	235	9	pavlopoulos	pavlopoulos	PROPN
easat-7955	235	10	,	,	PUNCT
easat-7955	235	11	a.	a.	NOUN
easat-7955	235	12	xenos	xeno	NOUN
easat-7955	235	13	,	,	PUNCT
easat-7955	235	14	and	and	CCONJ
easat-7955	235	15	v.	v.	ADP
easat-7955	235	16	vassalos	vassalo	NOUN
easat-7955	235	17	,	,	PUNCT
easat-7955	235	18	"	"	PUNCT
easat-7955	235	19	fraud	fraud	NOUN
easat-7955	235	20	detection	detection	NOUN
easat-7955	235	21	with	with	ADP
easat-7955	235	22	natural	natural	ADJ
easat-7955	235	23	language	language	NOUN
easat-7955	235	24	processing	processing	NOUN
easat-7955	235	25	,	,	PUNCT
easat-7955	235	26	"	"	PUNCT
easat-7955	235	27	machine	machine	NOUN
easat-7955	235	28	learning	learning	NOUN
easat-7955	235	29	,	,	PUNCT
easat-7955	235	30	vol	vol	NOUN
easat-7955	235	31	.	.	PROPN
easat-7955	235	32	113	113	NUM
easat-7955	235	33	,	,	PUNCT
easat-7955	235	34	no	no	INTJ
easat-7955	235	35	.	.	NOUN
easat-7955	235	36	8	8	NUM
easat-7955	235	37	,	,	PUNCT
easat-7955	235	38	pp	pp	ADJ
easat-7955	235	39	.	.	PUNCT
easat-7955	236	1	5087	5087	NUM
easat-7955	236	2	-	-	SYM
easat-7955	236	3	5108	5108	NUM
easat-7955	236	4	,	,	PUNCT
easat-7955	236	5	2024	2024	NUM
easat-7955	236	6	.	.	PUNCT
easat-7955	237	1	https://doi.org/10.1007/s10994-023-06354-5	https://doi.org/10.1007/s10994-023-06354-5	X
easat-7955	238	1	[	[	X
easat-7955	238	2	8	8	NUM
easat-7955	238	3	]	]	X
easat-7955	238	4	f.	f.	PROPN
easat-7955	238	5	morandín	morandín	PROPN
easat-7955	238	6	-	-	PUNCT
easat-7955	238	7	ahuerma	ahuerma	NOUN
easat-7955	238	8	,	,	PUNCT
easat-7955	238	9	"	"	PUNCT
easat-7955	238	10	international	international	ADJ
easat-7955	238	11	journal	journal	NOUN
easat-7955	238	12	of	of	ADP
easat-7955	238	13	research	research	NOUN
easat-7955	238	14	publication	publication	NOUN
easat-7955	238	15	and	and	CCONJ
easat-7955	238	16	reviews	review	NOUN
easat-7955	238	17	what	what	PRON
easat-7955	238	18	is	be	AUX
easat-7955	238	19	artificial	artificial	ADJ
easat-7955	238	20	intelligence	intelligence	NOUN
easat-7955	238	21	?	?	PUNCT
easat-7955	238	22	,	,	PUNCT
easat-7955	238	23	"	"	PUNCT
easat-7955	238	24	international	international	ADJ
easat-7955	238	25	journal	journal	NOUN
easat-7955	238	26	of	of	ADP
easat-7955	238	27	research	research	NOUN
easat-7955	238	28	publication	publication	NOUN
easat-7955	238	29	and	and	CCONJ
easat-7955	238	30	reviews	review	NOUN
easat-7955	238	31	,	,	PUNCT
easat-7955	238	32	vol	vol	NOUN
easat-7955	238	33	.	.	PROPN
easat-7955	239	1	3	3	NUM
easat-7955	239	2	,	,	PUNCT
easat-7955	239	3	no	no	INTJ
easat-7955	239	4	.	.	NOUN
easat-7955	239	5	12	12	NUM
easat-7955	239	6	,	,	PUNCT
easat-7955	239	7	p.	p.	NOUN
easat-7955	239	8	5500	5500	NUM
easat-7955	239	9	,	,	PUNCT
easat-7955	239	10	2022	2022	NUM
easat-7955	239	11	.	.	PUNCT
easat-7955	240	1	[	[	X
easat-7955	240	2	9	9	NUM
easat-7955	240	3	]	]	PUNCT
easat-7955	240	4	d.	d.	PROPN
easat-7955	240	5	mochihashi	mochihashi	PROPN
easat-7955	240	6	,	,	PUNCT
easat-7955	240	7	"	"	PUNCT
easat-7955	240	8	natural	natural	ADJ
easat-7955	240	9	language	language	NOUN
easat-7955	240	10	processing	processing	NOUN
easat-7955	240	11	in	in	ADP
easat-7955	240	12	robotics	robotic	NOUN
easat-7955	240	13	,	,	PUNCT
easat-7955	240	14	"	"	PUNCT
easat-7955	240	15	journal	journal	NOUN
easat-7955	240	16	of	of	ADP
easat-7955	240	17	the	the	DET
easat-7955	240	18	robotics	robotic	NOUN
easat-7955	240	19	society	society	NOUN
easat-7955	240	20	of	of	ADP
easat-7955	240	21	japan	japan	PROPN
easat-7955	240	22	,	,	PUNCT
easat-7955	240	23	vol	vol	NOUN
easat-7955	240	24	.	.	PROPN
easat-7955	240	25	39	39	NUM
easat-7955	240	26	,	,	PUNCT
easat-7955	240	27	no	no	INTJ
easat-7955	240	28	.	.	NOUN
easat-7955	240	29	5	5	NUM
easat-7955	240	30	,	,	PUNCT
easat-7955	240	31	pp	pp	ADJ
easat-7955	240	32	.	.	PUNCT
easat-7955	241	1	399–404	399–404	NUM
easat-7955	241	2	,	,	PUNCT
easat-7955	241	3	2021	2021	NUM
easat-7955	241	4	.	.	PUNCT
easat-7955	242	1	[	[	X
easat-7955	242	2	10	10	NUM
easat-7955	242	3	]	]	X
easat-7955	242	4	vanita	vanita	NOUN
easat-7955	242	5	,	,	PUNCT
easat-7955	242	6	"	"	PUNCT
easat-7955	242	7	an	an	DET
easat-7955	242	8	extant	extant	NOUN
easat-7955	242	9	of	of	ADP
easat-7955	242	10	natural	natural	ADJ
easat-7955	242	11	language	language	NOUN
easat-7955	242	12	processing	processing	NOUN
easat-7955	242	13	,	,	PUNCT
easat-7955	242	14	"	"	PUNCT
easat-7955	242	15	international	international	ADJ
easat-7955	242	16	journal	journal	NOUN
easat-7955	242	17	for	for	ADP
easat-7955	242	18	multidisciplinary	multidisciplinary	ADJ
easat-7955	242	19	research	research	NOUN
easat-7955	242	20	,	,	PUNCT
easat-7955	242	21	vol	vol	NOUN
easat-7955	242	22	.	.	PROPN
easat-7955	242	23	6	6	NUM
easat-7955	242	24	,	,	PUNCT
easat-7955	242	25	no	no	INTJ
easat-7955	242	26	.	.	NOUN
easat-7955	242	27	2	2	NUM
easat-7955	242	28	,	,	PUNCT
easat-7955	242	29	pp	pp	ADJ
easat-7955	242	30	.	.	PUNCT
easat-7955	243	1	62–69	62–69	NUM
easat-7955	243	2	,	,	PUNCT
easat-7955	243	3	2024	2024	NUM
easat-7955	243	4	.	.	PUNCT
easat-7955	244	1	[	[	X
easat-7955	244	2	11	11	NUM
easat-7955	244	3	]	]	PUNCT
easat-7955	244	4	a.	a.	NOUN
easat-7955	244	5	anam	anam	PROPN
easat-7955	244	6	,	,	PUNCT
easat-7955	244	7	s.	s.	PROPN
easat-7955	244	8	ali	ali	PROPN
easat-7955	244	9	,	,	PUNCT
easat-7955	244	10	and	and	CCONJ
easat-7955	244	11	v.	v.	PROPN
easat-7955	244	12	k.	k.	PROPN
easat-7955	244	13	shandilya	shandilya	PROPN
easat-7955	244	14	,	,	PUNCT
easat-7955	244	15	"	"	PUNCT
easat-7955	244	16	ai	ai	ADJ
easat-7955	244	17	-	-	PUNCT
easat-7955	244	18	natural	natural	ADJ
easat-7955	244	19	language	language	NOUN
easat-7955	244	20	processing	processing	NOUN
easat-7955	244	21	(	(	PUNCT
easat-7955	244	22	nlp	nlp	NOUN
easat-7955	244	23	)	)	PUNCT
easat-7955	244	24	,	,	PUNCT
easat-7955	244	25	"	"	PUNCT
easat-7955	244	26	international	international	ADJ
easat-7955	244	27	journal	journal	NOUN
easat-7955	244	28	for	for	ADP
easat-7955	244	29	research	research	NOUN
easat-7955	244	30	in	in	ADP
easat-7955	244	31	applied	apply	VERB
easat-7955	244	32	science	science	NOUN
easat-7955	244	33	and	and	CCONJ
easat-7955	244	34	engineering	engineering	NOUN
easat-7955	244	35	technology	technology	NOUN
easat-7955	244	36	,	,	PUNCT
easat-7955	244	37	vol	vol	NOUN
easat-7955	244	38	.	.	PROPN
easat-7955	244	39	9	9	NUM
easat-7955	244	40	,	,	PUNCT
easat-7955	244	41	pp	pp	ADJ
easat-7955	244	42	.	.	PUNCT
easat-7955	245	1	1–8	1–8	NUM
easat-7955	245	2	,	,	PUNCT
easat-7955	245	3	2021	2021	NUM
easat-7955	245	4	.	.	PUNCT
easat-7955	246	1	http://dx.doi.org/10.22214/ijraset.2021.37293	http://dx.doi.org/10.22214/ijraset.2021.37293	NOUN
easat-7955	247	1	[	[	X
easat-7955	247	2	12	12	NUM
easat-7955	247	3	]	]	PUNCT
easat-7955	247	4	e.	e.	PROPN
easat-7955	247	5	r.	r.	PROPN
easat-7955	247	6	onwubuariri	onwubuariri	PROPN
easat-7955	247	7	,	,	PUNCT
easat-7955	247	8	b.	b.	PROPN
easat-7955	247	9	o.	o.	PROPN
easat-7955	247	10	adelakun	adelakun	PROPN
easat-7955	247	11	,	,	PUNCT
easat-7955	247	12	o.	o.	PROPN
easat-7955	247	13	p.	p.	PROPN
easat-7955	247	14	olaiya	olaiya	PROPN
easat-7955	247	15	,	,	PUNCT
easat-7955	247	16	and	and	CCONJ
easat-7955	247	17	j.	j.	PROPN
easat-7955	247	18	e.	e.	PROPN
easat-7955	247	19	k.	k.	PROPN
easat-7955	247	20	ziorklui	ziorklui	PROPN
easat-7955	247	21	,	,	PUNCT
easat-7955	247	22	"	"	PUNCT
easat-7955	247	23	ai	ai	ADJ
easat-7955	247	24	-	-	PUNCT
easat-7955	247	25	driven	drive	VERB
easat-7955	247	26	risk	risk	NOUN
easat-7955	247	27	assessment	assessment	NOUN
easat-7955	247	28	:	:	PUNCT
easat-7955	247	29	revolutionizing	revolutionize	VERB
easat-7955	247	30	audit	audit	NOUN
easat-7955	247	31	planning	planning	NOUN
easat-7955	247	32	and	and	CCONJ
easat-7955	247	33	execution	execution	NOUN
easat-7955	247	34	,	,	PUNCT
easat-7955	247	35	"	"	PUNCT
easat-7955	247	36	finance	finance	NOUN
easat-7955	247	37	&	&	CCONJ
easat-7955	247	38	accounting	accounting	PROPN
easat-7955	247	39	research	research	PROPN
easat-7955	247	40	journal	journal	PROPN
easat-7955	247	41	,	,	PUNCT
easat-7955	247	42	vol	vol	NOUN
easat-7955	247	43	.	.	PROPN
easat-7955	247	44	6	6	NUM
easat-7955	247	45	,	,	PUNCT
easat-7955	247	46	no	no	INTJ
easat-7955	247	47	.	.	NOUN
easat-7955	247	48	6	6	NUM
easat-7955	247	49	,	,	PUNCT
easat-7955	247	50	pp	pp	ADJ
easat-7955	247	51	.	.	PUNCT
easat-7955	248	1	1069	1069	NUM
easat-7955	248	2	-	-	SYM
easat-7955	248	3	1090	1090	NUM
easat-7955	248	4	,	,	PUNCT
easat-7955	248	5	2024	2024	NUM
easat-7955	248	6	.	.	PUNCT
easat-7955	249	1	https://doi.org/10.51594/farj.v6i6.1236	https://doi.org/10.51594/farj.v6i6.1236	NOUN
easat-7955	249	2	[	[	X
easat-7955	249	3	13	13	NUM
easat-7955	249	4	]	]	X
easat-7955	249	5	h.	h.	PROPN
easat-7955	249	6	mrida	mrida	PROPN
easat-7955	249	7	,	,	PUNCT
easat-7955	249	8	a.	a.	NOUN
easat-7955	249	9	rahman	rahman	PROPN
easat-7955	249	10	,	,	PUNCT
easat-7955	249	11	and	and	CCONJ
easat-7955	249	12	s.	s.	PROPN
easat-7955	249	13	alam	alam	PROPN
easat-7955	249	14	,	,	PUNCT
easat-7955	249	15	"	"	PUNCT
easat-7955	249	16	ai	ai	ADJ
easat-7955	249	17	-	-	PUNCT
easat-7955	249	18	driven	drive	VERB
easat-7955	249	19	data	datum	NOUN
easat-7955	249	20	analytics	analytic	NOUN
easat-7955	249	21	and	and	CCONJ
easat-7955	249	22	automation	automation	NOUN
easat-7955	249	23	:	:	PUNCT
easat-7955	249	24	a	a	DET
easat-7955	249	25	systematic	systematic	ADJ
easat-7955	249	26	literature	literature	NOUN
easat-7955	249	27	,	,	PUNCT
easat-7955	249	28	"	"	PUNCT
easat-7955	249	29	journal	journal	NOUN
easat-7955	249	30	oof	oof	ADJ
easat-7955	249	31	strategic	strategic	ADJ
easat-7955	249	32	data	datum	NOUN
easat-7955	249	33	management	management	NOUN
easat-7955	249	34	and	and	CCONJ
easat-7955	249	35	innovation	innovation	NOUN
easat-7955	249	36	,	,	PUNCT
easat-7955	249	37	vol	vol	NOUN
easat-7955	249	38	.	.	PROPN
easat-7955	249	39	02	02	NUM
easat-7955	249	40	,	,	PUNCT
easat-7955	249	41	no	no	INTJ
easat-7955	249	42	.	.	NOUN
easat-7955	249	43	01	01	NUM
easat-7955	249	44	,	,	PUNCT
easat-7955	249	45	pp	pp	ADJ
easat-7955	249	46	.	.	PUNCT
easat-7955	249	47	21–40	21–40	NUM
easat-7955	249	48	,	,	PUNCT
easat-7955	249	49	2022	2022	NUM
easat-7955	249	50	.	.	PUNCT
easat-7955	250	1	https://doi.org/10.71292/sdmi.v2i01.9	https://doi.org/10.71292/sdmi.v2i01.9	PROPN
easat-7955	251	1	[	[	X
easat-7955	251	2	14	14	NUM
easat-7955	251	3	]	]	X
easat-7955	251	4	s.	s.	PROPN
easat-7955	251	5	scherbarth	scherbarth	PROPN
easat-7955	251	6	and	and	CCONJ
easat-7955	251	7	s.	s.	PROPN
easat-7955	251	8	behringer	behringer	PROPN
easat-7955	251	9	,	,	PUNCT
easat-7955	251	10	"	"	PUNCT
easat-7955	251	11	whistleblowing	whistleblowing	NOUN
easat-7955	251	12	systems	system	NOUN
easat-7955	251	13	:	:	PUNCT
easat-7955	251	14	a	a	DET
easat-7955	251	15	systematic	systematic	ADJ
easat-7955	251	16	literature	literature	NOUN
easat-7955	251	17	review	review	NOUN
easat-7955	251	18	on	on	ADP
easat-7955	251	19	the	the	DET
easat-7955	251	20	design	design	NOUN
easat-7955	251	21	specifications	specification	NOUN
easat-7955	251	22	and	and	CCONJ
easat-7955	251	23	the	the	DET
easat-7955	251	24	consideration	consideration	NOUN
easat-7955	251	25	of	of	ADP
easat-7955	251	26	the	the	DET
easat-7955	251	27	risk	risk	NOUN
easat-7955	251	28	for	for	SCONJ
easat-7955	251	29	organizational	organizational	ADJ
easat-7955	251	30	insiders	insider	NOUN
easat-7955	251	31	to	to	PART
easat-7955	251	32	blow	blow	VERB
easat-7955	251	33	the	the	DET
easat-7955	251	34	whistle	whistle	NOUN
easat-7955	251	35	,	,	PUNCT
easat-7955	251	36	"	"	PUNCT
easat-7955	251	37	corporate	corporate	ADJ
easat-7955	251	38	ownership	ownership	NOUN
easat-7955	251	39	and	and	CCONJ
easat-7955	251	40	control	control	NOUN
easat-7955	251	41	,	,	PUNCT
easat-7955	251	42	vol	vol	NOUN
easat-7955	251	43	.	.	PROPN
easat-7955	251	44	18	18	NUM
easat-7955	251	45	,	,	PUNCT
easat-7955	251	46	no	no	INTJ
easat-7955	251	47	.	.	NOUN
easat-7955	251	48	2	2	NUM
easat-7955	251	49	,	,	PUNCT
easat-7955	251	50	pp	pp	ADJ
easat-7955	251	51	.	.	PUNCT
easat-7955	251	52	60	60	NUM
easat-7955	251	53	-	-	SYM
easat-7955	251	54	73	73	NUM
easat-7955	251	55	,	,	PUNCT
easat-7955	251	56	2021	2021	NUM
easat-7955	251	57	.	.	PUNCT
easat-7955	252	1	[	[	X
easat-7955	252	2	15	15	NUM
easat-7955	252	3	]	]	X
easat-7955	252	4	b.	b.	PROPN
easat-7955	252	5	berendt	berendt	PROPN
easat-7955	252	6	and	and	CCONJ
easat-7955	252	7	s.	s.	PROPN
easat-7955	252	8	schiffner	schiffner	PROPN
easat-7955	252	9	,	,	PUNCT
easat-7955	252	10	"	"	PUNCT
easat-7955	252	11	whistleblower	whistleblower	VERB
easat-7955	252	12	protection	protection	NOUN
easat-7955	252	13	in	in	ADP
easat-7955	252	14	the	the	DET
easat-7955	252	15	digital	digital	ADJ
easat-7955	252	16	age	age	NOUN
easat-7955	252	17	--	--	PUNCT
easat-7955	252	18	why'anonymous	why'anonymous	ADJ
easat-7955	252	19	'	'	PUNCT
easat-7955	252	20	is	be	AUX
easat-7955	252	21	not	not	PART
easat-7955	252	22	enough	enough	ADJ
easat-7955	252	23	,	,	PUNCT
easat-7955	252	24	"	"	PUNCT
easat-7955	252	25	the	the	DET
easat-7955	252	26	international	international	ADJ
easat-7955	252	27	review	review	NOUN
easat-7955	252	28	of	of	ADP
easat-7955	252	29	information	information	NOUN
easat-7955	252	30	ethics	ethic	NOUN
easat-7955	252	31	,	,	PUNCT
easat-7955	252	32	vol	vol	NOUN
easat-7955	252	33	.	.	PROPN
easat-7955	252	34	31	31	NUM
easat-7955	252	35	,	,	PUNCT
easat-7955	252	36	no	no	INTJ
easat-7955	252	37	.	.	NOUN
easat-7955	252	38	1	1	NUM
easat-7955	252	39	,	,	PUNCT
easat-7955	252	40	pp	pp	PROPN
easat-7955	252	41	.	.	PUNCT
easat-7955	253	1	1–16	1–16	NOUN
easat-7955	253	2	,	,	PUNCT
easat-7955	253	3	2021	2021	NUM
easat-7955	253	4	.	.	PUNCT
easat-7955	254	1	https://doi.org/10.29173/irie479	https://doi.org/10.29173/irie479	PROPN
easat-7955	254	2	[	[	X
easat-7955	254	3	16	16	NUM
easat-7955	254	4	]	]	PUNCT
easat-7955	254	5	a.	a.	NOUN
easat-7955	254	6	l.	l.	PROPN
easat-7955	254	7	mhatre	mhatre	PROPN
easat-7955	254	8	,	,	PUNCT
easat-7955	254	9	"	"	PUNCT
easat-7955	254	10	using	use	VERB
easat-7955	254	11	ai	ai	VERB
easat-7955	254	12	to	to	PART
easat-7955	254	13	combat	combat	VERB
easat-7955	254	14	medicaid	medicaid	PROPN
easat-7955	254	15	fraud	fraud	PROPN
easat-7955	254	16	,	,	PUNCT
easat-7955	254	17	waste	waste	NOUN
easat-7955	254	18	,	,	PUNCT
easat-7955	254	19	and	and	CCONJ
easat-7955	254	20	abuse	abuse	NOUN
easat-7955	254	21	,	,	PUNCT
easat-7955	254	22	"	"	PUNCT
easat-7955	254	23	international	international	ADJ
easat-7955	254	24	journal	journal	NOUN
easat-7955	254	25	of	of	ADP
easat-7955	254	26	advancements	advancement	NOUN
easat-7955	254	27	in	in	ADP
easat-7955	254	28	computational	computational	ADJ
easat-7955	254	29	technology	technology	NOUN
easat-7955	254	30	,	,	PUNCT
easat-7955	254	31	vol	vol	NOUN
easat-7955	254	32	.	.	PROPN
easat-7955	255	1	2	2	NUM
easat-7955	255	2	,	,	PUNCT
easat-7955	255	3	pp	pp	ADJ
easat-7955	255	4	.	.	PUNCT
easat-7955	256	1	2–5	2–5	NOUN
easat-7955	256	2	,	,	PUNCT
easat-7955	256	3	2024	2024	NUM
easat-7955	256	4	.	.	PUNCT
easat-7955	257	1	https://doi.org/10.56472/25838628/ijact-v2i4p112	https://doi.org/10.56472/25838628/ijact-v2i4p112	NOUN
easat-7955	257	2	[	[	X
easat-7955	257	3	17	17	NUM
easat-7955	257	4	]	]	X
easat-7955	257	5	r.	r.	PROPN
easat-7955	257	6	reznikov	reznikov	PROPN
easat-7955	257	7	,	,	PUNCT
easat-7955	257	8	"	"	PUNCT
easat-7955	257	9	enhancing	enhance	VERB
easat-7955	257	10	project	project	NOUN
easat-7955	257	11	management	management	NOUN
easat-7955	257	12	success	success	NOUN
easat-7955	257	13	through	through	ADP
easat-7955	257	14	artificial	artificial	ADJ
easat-7955	257	15	intelligence	intelligence	NOUN
easat-7955	257	16	,	,	PUNCT
easat-7955	257	17	"	"	PUNCT
easat-7955	257	18	international	international	ADJ
easat-7955	257	19	journal	journal	NOUN
easat-7955	257	20	of	of	ADP
easat-7955	257	21	multidisciplinary	multidisciplinary	ADJ
easat-7955	257	22	research	research	NOUN
easat-7955	257	23	and	and	CCONJ
easat-7955	257	24	growth	growth	NOUN
easat-7955	257	25	evaluation	evaluation	NOUN
easat-7955	257	26	,	,	PUNCT
easat-7955	257	27	vol	vol	NOUN
easat-7955	257	28	.	.	PROPN
easat-7955	257	29	6	6	NUM
easat-7955	257	30	,	,	PUNCT
easat-7955	257	31	no	no	INTJ
easat-7955	257	32	.	.	NOUN
easat-7955	257	33	6	6	NUM
easat-7955	257	34	,	,	PUNCT
easat-7955	257	35	pp	pp	ADJ
easat-7955	257	36	.	.	PUNCT
easat-7955	257	37	1036–1046	1036–1046	NUM
easat-7955	257	38	,	,	PUNCT
easat-7955	257	39	2025	2025	NUM
easat-7955	257	40	.	.	PUNCT
easat-7955	258	1	[	[	X
easat-7955	258	2	18	18	NUM
easat-7955	258	3	]	]	PUNCT
easat-7955	258	4	a.	a.	NOUN
easat-7955	258	5	hermawan	hermawan	NOUN
easat-7955	258	6	and	and	CCONJ
easat-7955	258	7	n.	n.	PROPN
easat-7955	258	8	novita	novita	PROPN
easat-7955	258	9	,	,	PUNCT
easat-7955	258	10	"	"	PUNCT
easat-7955	258	11	the	the	DET
easat-7955	258	12	effect	effect	NOUN
easat-7955	258	13	of	of	ADP
easat-7955	258	14	governance	governance	NOUN
easat-7955	258	15	,	,	PUNCT
easat-7955	258	16	risk	risk	NOUN
easat-7955	258	17	management	management	NOUN
easat-7955	258	18	,	,	PUNCT
easat-7955	258	19	and	and	CCONJ
easat-7955	258	20	compliance	compliance	NOUN
easat-7955	258	21	on	on	ADP
easat-7955	258	22	efforts	effort	NOUN
easat-7955	258	23	to	to	PART
easat-7955	258	24	minimize	minimize	VERB
easat-7955	258	25	potential	potential	ADJ
easat-7955	258	26	fraud	fraud	NOUN
easat-7955	258	27	based	base	VERB
easat-7955	258	28	on	on	ADP
easat-7955	258	29	the	the	DET
easat-7955	258	30	fraud	fraud	NOUN
easat-7955	258	31	pentagon	pentagon	PROPN
easat-7955	258	32	concept	concept	NOUN
easat-7955	258	33	,	,	PUNCT
easat-7955	258	34	"	"	PUNCT
easat-7955	258	35	asia	asia	PROPN
easat-7955	258	36	pacific	pacific	PROPN
easat-7955	258	37	fraud	fraud	PROPN
easat-7955	258	38	journal	journal	PROPN
easat-7955	258	39	,	,	PUNCT
easat-7955	258	40	vol	vol	NOUN
easat-7955	258	41	.	.	PROPN
easat-7955	258	42	6	6	NUM
easat-7955	258	43	,	,	PUNCT
easat-7955	258	44	no	no	INTJ
easat-7955	258	45	.	.	NOUN
easat-7955	258	46	1	1	NUM
easat-7955	258	47	,	,	PUNCT
easat-7955	258	48	pp	pp	ADJ
easat-7955	258	49	.	.	PUNCT
easat-7955	258	50	82	82	NUM
easat-7955	258	51	-	-	SYM
easat-7955	258	52	95	95	NUM
easat-7955	258	53	,	,	PUNCT
easat-7955	258	54	2021	2021	NUM
easat-7955	258	55	.	.	PUNCT
easat-7955	259	1	[	[	X
easat-7955	259	2	19	19	NUM
easat-7955	259	3	]	]	X
easat-7955	259	4	i.	i.	PROPN
easat-7955	259	5	d.	d.	PROPN
easat-7955	259	6	ssetimba	ssetimba	PROPN
easat-7955	259	7	,	,	PUNCT
easat-7955	259	8	j.	j.	PROPN
easat-7955	259	9	kato	kato	PROPN
easat-7955	259	10	,	,	PUNCT
easat-7955	259	11	e.	e.	PROPN
easat-7955	259	12	o.	o.	PROPN
easat-7955	259	13	pinyi	pinyi	PROPN
easat-7955	259	14	,	,	PUNCT
easat-7955	259	15	e.	e.	PROPN
easat-7955	259	16	twineamatsiko	twineamatsiko	PROPN
easat-7955	259	17	,	,	PUNCT
easat-7955	259	18	h.	h.	PROPN
easat-7955	259	19	n.	n.	PROPN
easat-7955	259	20	nakayenga	nakayenga	ADV
easat-7955	259	21	,	,	PUNCT
easat-7955	259	22	and	and	CCONJ
easat-7955	259	23	e.	e.	PROPN
easat-7955	259	24	muhangi	muhangi	PROPN
easat-7955	259	25	,	,	PUNCT
easat-7955	259	26	"	"	PUNCT
easat-7955	259	27	advancing	advance	VERB
easat-7955	259	28	electronic	electronic	ADJ
easat-7955	259	29	communication	communication	NOUN
easat-7955	259	30	compliance	compliance	NOUN
easat-7955	259	31	and	and	CCONJ
easat-7955	259	32	fraud	fraud	NOUN
easat-7955	259	33	detection	detection	NOUN
easat-7955	259	34	through	through	ADP
easat-7955	259	35	machine	machine	NOUN
easat-7955	259	36	learning	learning	NOUN
easat-7955	259	37	,	,	PUNCT
easat-7955	259	38	nlp	nlp	NOUN
easat-7955	259	39	and	and	CCONJ
easat-7955	259	40	generative	generative	ADJ
easat-7955	259	41	ai	ai	VERB
easat-7955	259	42	:	:	PUNCT
easat-7955	259	43	a	a	DET
easat-7955	259	44	pathway	pathway	NOUN
easat-7955	259	45	to	to	PART
easat-7955	259	46	enhanced	enhance	VERB
easat-7955	259	47	cybersecurity	cybersecurity	NOUN
easat-7955	259	48	and	and	CCONJ
easat-7955	259	49	regulatory	regulatory	ADJ
easat-7955	259	50	adherence	adherence	NOUN
easat-7955	259	51	,	,	PUNCT
easat-7955	259	52	"	"	PUNCT
easat-7955	259	53	world	world	NOUN
easat-7955	259	54	journal	journal	NOUN
easat-7955	259	55	of	of	ADP
easat-7955	259	56	advanced	advanced	ADJ
easat-7955	259	57	research	research	NOUN
easat-7955	259	58	and	and	CCONJ
easat-7955	259	59	reviews	review	NOUN
easat-7955	259	60	,	,	PUNCT
easat-7955	259	61	vol	vol	NOUN
easat-7955	259	62	.	.	PROPN
easat-7955	259	63	23	23	NUM
easat-7955	259	64	,	,	PUNCT
easat-7955	259	65	no	no	INTJ
easat-7955	259	66	.	.	NOUN
easat-7955	259	67	2	2	NUM
easat-7955	259	68	,	,	PUNCT
easat-7955	259	69	pp	pp	ADJ
easat-7955	259	70	.	.	PUNCT
easat-7955	260	1	697	697	NUM
easat-7955	260	2	-	-	SYM
easat-7955	260	3	707	707	NUM
easat-7955	260	4	,	,	PUNCT
easat-7955	260	5	2024	2024	NUM
easat-7955	260	6	.	.	PUNCT
easat-7955	261	1	https://doi.org/10.30574/wjarr.2024.23.2.2364	https://doi.org/10.30574/wjarr.2024.23.2.2364	NOUN
easat-7955	262	1	[	[	X
easat-7955	262	2	20	20	NUM
easat-7955	262	3	]	]	PUNCT
easat-7955	262	4	p.	p.	NOUN
easat-7955	262	5	adhikari	adhikari	PROPN
easat-7955	262	6	,	,	PUNCT
easat-7955	262	7	p.	p.	PROPN
easat-7955	262	8	hamal	hamal	ADJ
easat-7955	262	9	,	,	PUNCT
easat-7955	262	10	and	and	CCONJ
easat-7955	262	11	f.	f.	PROPN
easat-7955	262	12	b.	b.	PROPN
easat-7955	262	13	jnr	jnr	PROPN
easat-7955	262	14	,	,	PUNCT
easat-7955	262	15	"	"	PUNCT
easat-7955	262	16	artificial	artificial	ADJ
easat-7955	262	17	intelligence	intelligence	NOUN
easat-7955	262	18	in	in	ADP
easat-7955	262	19	fraud	fraud	NOUN
easat-7955	262	20	detection	detection	NOUN
easat-7955	262	21	:	:	PUNCT
easat-7955	262	22	revolutionizing	revolutionize	VERB
easat-7955	262	23	financial	financial	ADJ
easat-7955	262	24	security	security	NOUN
easat-7955	262	25	,	,	PUNCT
easat-7955	262	26	"	"	PUNCT
easat-7955	262	27	international	international	ADJ
easat-7955	262	28	journal	journal	NOUN
easat-7955	262	29	of	of	ADP
easat-7955	262	30	science	science	NOUN
easat-7955	262	31	and	and	CCONJ
easat-7955	262	32	research	research	NOUN
easat-7955	262	33	archive	archive	NOUN
easat-7955	262	34	,	,	PUNCT
easat-7955	262	35	vol	vol	NOUN
easat-7955	262	36	.	.	PROPN
easat-7955	262	37	13	13	NUM
easat-7955	262	38	,	,	PUNCT
easat-7955	262	39	no	no	INTJ
easat-7955	262	40	.	.	NOUN
easat-7955	262	41	01	01	NUM
easat-7955	262	42	,	,	PUNCT
easat-7955	262	43	pp	pp	ADJ
easat-7955	262	44	.	.	PUNCT
easat-7955	263	1	1457	1457	NUM
easat-7955	263	2	-	-	SYM
easat-7955	263	3	1472	1472	NUM
easat-7955	263	4	,	,	PUNCT
easat-7955	263	5	2024	2024	NUM
easat-7955	263	6	.	.	PUNCT
easat-7955	264	1	http://dx.doi.org/10.30574/ijsra.2024.13.1.1860	http://dx.doi.org/10.30574/ijsra.2024.13.1.1860	NOUN
easat-7955	264	2	[	[	X
easat-7955	264	3	21	21	NUM
easat-7955	264	4	]	]	X
easat-7955	264	5	q.	q.	NOUN
easat-7955	264	6	shah	shah	PROPN
easat-7955	264	7	,	,	PUNCT
easat-7955	264	8	"	"	PUNCT
easat-7955	264	9	predictive	predictive	ADJ
easat-7955	264	10	analytics	analytic	NOUN
easat-7955	264	11	and	and	CCONJ
easat-7955	264	12	ai	ai	VERB
easat-7955	264	13	integration	integration	NOUN
easat-7955	264	14	in	in	ADP
easat-7955	264	15	fraud	fraud	NOUN
easat-7955	264	16	detection	detection	NOUN
easat-7955	264	17	and	and	CCONJ
easat-7955	264	18	risk	risk	NOUN
easat-7955	264	19	assessment	assessment	NOUN
easat-7955	264	20	for	for	ADP
easat-7955	264	21	financial	financial	ADJ
easat-7955	264	22	services	service	NOUN
easat-7955	264	23	,	,	PUNCT
easat-7955	264	24	"	"	PUNCT
easat-7955	264	25	international	international	ADJ
easat-7955	264	26	journal	journal	NOUN
easat-7955	264	27	of	of	ADP
easat-7955	264	28	financial	financial	ADJ
easat-7955	264	29	technology	technology	NOUN
easat-7955	264	30	and	and	CCONJ
easat-7955	264	31	risk	risk	NOUN
easat-7955	264	32	management	management	NOUN
easat-7955	264	33	,	,	PUNCT
easat-7955	264	34	vol	vol	NOUN
easat-7955	264	35	.	.	PROPN
easat-7955	264	36	12	12	NUM
easat-7955	264	37	,	,	PUNCT
easat-7955	264	38	no	no	INTJ
easat-7955	264	39	.	.	NOUN
easat-7955	264	40	3	3	NUM
easat-7955	264	41	,	,	PUNCT
easat-7955	264	42	pp	pp	ADJ
easat-7955	264	43	.	.	PUNCT
easat-7955	264	44	45–62	45–62	NUM
easat-7955	264	45	,	,	PUNCT
easat-7955	264	46	2024	2024	NUM
easat-7955	264	47	.	.	PUNCT
easat-7955	265	1	[	[	X
easat-7955	265	2	22	22	NUM
easat-7955	265	3	]	]	X
easat-7955	265	4	n.	n.	PROPN
easat-7955	265	5	a.	a.	PROPN
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easat-7955	265	7	and	and	CCONJ
easat-7955	265	8	s.	s.	PROPN
easat-7955	265	9	a.	a.	PROPN
easat-7955	265	10	harris	harris	PROPN
easat-7955	265	11	,	,	PUNCT
easat-7955	265	12	"	"	PUNCT
easat-7955	265	13	leveraging	leverage	VERB
easat-7955	265	14	machine	machine	NOUN
easat-7955	265	15	learning	learning	NOUN
easat-7955	265	16	models	model	NOUN
easat-7955	265	17	for	for	ADP
easat-7955	265	18	real	real	ADJ
easat-7955	265	19	-	-	PUNCT
easat-7955	265	20	time	time	NOUN
easat-7955	265	21	fraud	fraud	NOUN
easat-7955	265	22	detection	detection	NOUN
easat-7955	265	23	in	in	ADP
easat-7955	265	24	financial	financial	ADJ
easat-7955	265	25	transactions	transaction	NOUN
easat-7955	265	26	,	,	PUNCT
easat-7955	265	27	"	"	PUNCT
easat-7955	265	28	international	international	ADJ
easat-7955	265	29	journal	journal	NOUN
easat-7955	265	30	of	of	ADP
easat-7955	265	31	computer	computer	NOUN
easat-7955	265	32	technology	technology	NOUN
easat-7955	265	33	and	and	CCONJ
easat-7955	265	34	science	science	NOUN
easat-7955	265	35	,	,	PUNCT
easat-7955	265	36	vol	vol	NOUN
easat-7955	265	37	.	.	PROPN
easat-7955	265	38	1	1	NUM
easat-7955	265	39	,	,	PUNCT
easat-7955	265	40	no	no	INTJ
easat-7955	265	41	.	.	NOUN
easat-7955	265	42	1	1	NUM
easat-7955	265	43	,	,	PUNCT
easat-7955	265	44	pp	pp	ADJ
easat-7955	265	45	.	.	PUNCT
easat-7955	266	1	1–6	1–6	NUM
easat-7955	266	2	,	,	PUNCT
easat-7955	266	3	2024	2024	NUM
easat-7955	266	4	.	.	PUNCT
easat-7955	267	1	https://doi.org/10.62951/ijcts.v1i1.56	https://doi.org/10.62951/ijcts.v1i1.56	NOUN
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easat-7955	268	2	23	23	NUM
easat-7955	268	3	]	]	PUNCT
easat-7955	268	4	k.	k.	PROPN
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easat-7955	268	6	,	,	PUNCT
easat-7955	268	7	"	"	PUNCT
easat-7955	268	8	ai	ai	ADJ
easat-7955	268	9	-	-	PUNCT
easat-7955	268	10	driven	drive	VERB
easat-7955	268	11	risk	risk	NOUN
easat-7955	268	12	assessment	assessment	NOUN
easat-7955	268	13	model	model	NOUN
easat-7955	268	14	for	for	ADP
easat-7955	268	15	financial	financial	ADJ
easat-7955	268	16	fraud	fraud	NOUN
easat-7955	268	17	detection	detection	NOUN
easat-7955	268	18	:	:	PUNCT
easat-7955	268	19	a	a	DET
easat-7955	268	20	data	data	NOUN
easat-7955	268	21	science	science	NOUN
easat-7955	268	22	perspective	perspective	NOUN
easat-7955	268	23	,	,	PUNCT
easat-7955	268	24	"	"	PUNCT
easat-7955	268	25	international	international	ADJ
easat-7955	268	26	journal	journal	NOUN
easat-7955	268	27	of	of	ADP
easat-7955	268	28	scientific	scientific	ADJ
easat-7955	268	29	research	research	NOUN
easat-7955	268	30	and	and	CCONJ
easat-7955	268	31	management	management	NOUN
easat-7955	268	32	,	,	PUNCT
easat-7955	268	33	vol	vol	NOUN
easat-7955	268	34	.	.	PROPN
easat-7955	268	35	12	12	NUM
easat-7955	268	36	,	,	PUNCT
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easat-7955	268	38	.	.	NOUN
easat-7955	268	39	12	12	NUM
easat-7955	268	40	,	,	PUNCT
easat-7955	268	41	pp	pp	ADJ
easat-7955	268	42	.	.	PUNCT
easat-7955	268	43	1764	1764	NUM
easat-7955	268	44	-	-	SYM
easat-7955	268	45	1774	1774	NUM
easat-7955	268	46	,	,	PUNCT
easat-7955	268	47	2024	2024	NUM
easat-7955	268	48	.	.	PUNCT
easat-7955	269	1	https://doi.org/10.18535/ijsrm/v12i12.ec01	https://doi.org/10.18535/ijsrm/v12i12.ec01	PROPN
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easat-7955	269	7	https://doi.org/10.3390/info14090499	https://doi.org/10.3390/info14090499	NOUN
easat-7955	269	8	https://doi.org/10.1007/s10994-023-06354-5	https://doi.org/10.1007/s10994-023-06354-5	X
easat-7955	269	9	http://dx.doi.org/10.22214/ijraset.2021.37293	http://dx.doi.org/10.22214/ijraset.2021.37293	NOUN
easat-7955	270	1	https://doi.org/10.51594/farj.v6i6.1236	https://doi.org/10.51594/farj.v6i6.1236	NOUN
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easat-7955	270	3	https://doi.org/10.29173/irie479	https://doi.org/10.29173/irie479	PROPN
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easat-7955	270	5	https://doi.org/10.30574/wjarr.2024.23.2.2364	https://doi.org/10.30574/wjarr.2024.23.2.2364	PROPN
easat-7955	270	6	http://dx.doi.org/10.30574/ijsra.2024.13.1.1860	http://dx.doi.org/10.30574/ijsra.2024.13.1.1860	NOUN
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easat-7955	270	9	845	845	NUM
easat-7955	270	10	edelweiss	edelweiss	PROPN
easat-7955	270	11	applied	apply	VERB
easat-7955	270	12	science	science	NOUN
easat-7955	270	13	and	and	CCONJ
easat-7955	270	14	technology	technology	NOUN
easat-7955	270	15	issn	issn	PROPN
easat-7955	270	16	:	:	PUNCT
easat-7955	270	17	2576	2576	NUM
easat-7955	270	18	-	-	SYM
easat-7955	270	19	8484	8484	NUM
easat-7955	270	20	vol	vol	NOUN
easat-7955	270	21	.	.	PROPN
easat-7955	271	1	9	9	NUM
easat-7955	271	2	,	,	PUNCT
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easat-7955	271	4	.	.	NOUN
easat-7955	272	1	6	6	NUM
easat-7955	272	2	:	:	SYM
easat-7955	272	3	835	835	NUM
easat-7955	272	4	-	-	SYM
easat-7955	272	5	845	845	NUM
easat-7955	272	6	,	,	PUNCT
easat-7955	272	7	2025	2025	NUM
easat-7955	272	8	doi	doi	NOUN
easat-7955	272	9	:	:	PUNCT
easat-7955	272	10	10.55214/25768484.v9i6.7955	10.55214/25768484.v9i6.7955	NUM
easat-7955	272	11	©	©	PROPN
easat-7955	272	12	2025	2025	NUM
easat-7955	272	13	by	by	ADP
easat-7955	272	14	the	the	DET
easat-7955	272	15	authors	author	NOUN
easat-7955	272	16	;	;	PUNCT
easat-7955	272	17	licensee	licensee	PROPN
easat-7955	272	18	learning	learning	NOUN
easat-7955	272	19	gate	gate	NOUN
easat-7955	272	20	[	[	X
easat-7955	272	21	24	24	NUM
easat-7955	272	22	]	]	PUNCT
easat-7955	272	23	a.	a.	NOUN
easat-7955	272	24	o.	o.	PROPN
easat-7955	272	25	ikudabo	ikudabo	NOUN
easat-7955	272	26	and	and	CCONJ
easat-7955	272	27	p.	p.	PROPN
easat-7955	272	28	kumar	kumar	PROPN
easat-7955	272	29	,	,	PUNCT
easat-7955	272	30	"	"	PUNCT
easat-7955	272	31	ai	ai	ADJ
easat-7955	272	32	-	-	PUNCT
easat-7955	272	33	driven	drive	VERB
easat-7955	272	34	risk	risk	NOUN
easat-7955	272	35	assessment	assessment	NOUN
easat-7955	272	36	and	and	CCONJ
easat-7955	272	37	management	management	NOUN
easat-7955	272	38	in	in	ADP
easat-7955	272	39	banking	banking	NOUN
easat-7955	272	40	:	:	PUNCT
easat-7955	272	41	balancing	balance	VERB
easat-7955	272	42	innovation	innovation	NOUN
easat-7955	272	43	and	and	CCONJ
easat-7955	272	44	security	security	NOUN
easat-7955	272	45	,	,	PUNCT
easat-7955	272	46	"	"	PUNCT
easat-7955	272	47	international	international	ADJ
easat-7955	272	48	journal	journal	NOUN
easat-7955	272	49	of	of	ADP
easat-7955	272	50	research	research	NOUN
easat-7955	272	51	publication	publication	NOUN
easat-7955	272	52	and	and	CCONJ
easat-7955	272	53	reviews	review	NOUN
easat-7955	272	54	,	,	PUNCT
easat-7955	272	55	vol	vol	NOUN
easat-7955	272	56	.	.	PROPN
easat-7955	272	57	5	5	NUM
easat-7955	272	58	,	,	PUNCT
easat-7955	272	59	no	no	INTJ
easat-7955	272	60	.	.	NOUN
easat-7955	272	61	10	10	NUM
easat-7955	272	62	,	,	PUNCT
easat-7955	272	63	pp	pp	ADJ
easat-7955	272	64	.	.	PUNCT
easat-7955	273	1	3573	3573	NUM
easat-7955	273	2	-	-	SYM
easat-7955	273	3	88	88	NUM
easat-7955	273	4	,	,	PUNCT
easat-7955	273	5	2024	2024	NUM
easat-7955	273	6	.	.	PUNCT
easat-7955	274	1	https://doi.org/10.55248/gengpi.5.1024.2926	https://doi.org/10.55248/gengpi.5.1024.2926	NOUN
easat-7955	275	1	[	[	X
easat-7955	275	2	25	25	NUM
easat-7955	275	3	]	]	X
easat-7955	275	4	h.	h.	PROPN
easat-7955	275	5	hamilah	hamilah	PROPN
easat-7955	275	6	,	,	PUNCT
easat-7955	275	7	a.	a.	NOUN
easat-7955	275	8	adji	adji	PROPN
easat-7955	275	9	suratman	suratman	PROPN
easat-7955	275	10	,	,	PUNCT
easat-7955	275	11	and	and	CCONJ
easat-7955	275	12	s.	s.	PROPN
easat-7955	275	13	saeful	saeful	PROPN
easat-7955	275	14	alam	alam	PROPN
easat-7955	275	15	,	,	PUNCT
easat-7955	275	16	"	"	PUNCT
easat-7955	275	17	the	the	DET
easat-7955	275	18	effectiveness	effectiveness	NOUN
easat-7955	275	19	of	of	ADP
easat-7955	275	20	the	the	DET
easat-7955	275	21	internal	internal	ADJ
easat-7955	275	22	whistleblowing	whistleblowing	NOUN
easat-7955	275	23	system	system	NOUN
easat-7955	275	24	in	in	ADP
easat-7955	275	25	fraud	fraud	NOUN
easat-7955	275	26	detection	detection	NOUN
easat-7955	275	27	and	and	CCONJ
easat-7955	275	28	prevention	prevention	NOUN
easat-7955	275	29	(	(	PUNCT
easat-7955	275	30	empirical	empirical	ADJ
easat-7955	275	31	study	study	NOUN
easat-7955	275	32	at	at	ADP
easat-7955	275	33	pt	pt	PROPN
easat-7955	275	34	asuransi	asuransi	PROPN
easat-7955	275	35	jiwasraya	jiwasraya	PROPN
easat-7955	275	36	(	(	PUNCT
easat-7955	275	37	persero	persero	PROPN
easat-7955	275	38	)	)	PUNCT
easat-7955	275	39	,	,	PUNCT
easat-7955	275	40	"	"	PUNCT
easat-7955	275	41	akuntansi	akuntansi	PROPN
easat-7955	275	42	,	,	PUNCT
easat-7955	275	43	vol	vol	NOUN
easat-7955	275	44	.	.	PROPN
easat-7955	276	1	3	3	NUM
easat-7955	276	2	,	,	PUNCT
easat-7955	276	3	no	no	INTJ
easat-7955	276	4	.	.	NOUN
easat-7955	276	5	1	1	NUM
easat-7955	276	6	,	,	PUNCT
easat-7955	276	7	pp	pp	ADJ
easat-7955	276	8	.	.	PUNCT
easat-7955	277	1	1	1	NUM
easat-7955	277	2	-	-	SYM
easat-7955	277	3	20	20	NUM
easat-7955	277	4	,	,	PUNCT
easat-7955	277	5	2022	2022	NUM
easat-7955	277	6	.	.	PUNCT
easat-7955	278	1	https://doi.org/10.38035/dijefa.v2i6.1142	https://doi.org/10.38035/dijefa.v2i6.1142	PROPN
easat-7955	279	1	[	[	X
easat-7955	279	2	26	26	NUM
easat-7955	279	3	]	]	X
easat-7955	279	4	e.	e.	PROPN
easat-7955	279	5	o.	o.	PROPN
easat-7955	279	6	nwakeze	nwakeze	PROPN
easat-7955	279	7	,	,	PUNCT
easat-7955	279	8	s.	s.	PROPN
easat-7955	279	9	oshiole	oshiole	PROPN
easat-7955	279	10	,	,	PUNCT
easat-7955	279	11	and	and	CCONJ
easat-7955	279	12	j.	j.	PROPN
easat-7955	279	13	c.	c.	PROPN
easat-7955	279	14	orajekwe	orajekwe	PROPN
easat-7955	279	15	,	,	PUNCT
easat-7955	279	16	"	"	PUNCT
easat-7955	279	17	whistle	whistle	VERB
easat-7955	279	18	blowing	blow	VERB
easat-7955	279	19	system	system	NOUN
easat-7955	279	20	(	(	PUNCT
easat-7955	279	21	wb	wb	NOUN
easat-7955	279	22	-	-	PUNCT
easat-7955	279	23	s	s	NOUN
easat-7955	279	24	)	)	PUNCT
easat-7955	279	25	and	and	CCONJ
easat-7955	279	26	fraud	fraud	NOUN
easat-7955	279	27	prevention	prevention	NOUN
easat-7955	279	28	and	and	CCONJ
easat-7955	279	29	detection	detection	NOUN
easat-7955	279	30	in	in	ADP
easat-7955	279	31	companies	company	NOUN
easat-7955	279	32	:	:	PUNCT
easat-7955	279	33	proposing	propose	VERB
easat-7955	279	34	a	a	DET
easat-7955	279	35	conceptual	conceptual	ADJ
easat-7955	279	36	model	model	NOUN
easat-7955	279	37	for	for	ADP
easat-7955	279	38	the	the	DET
easat-7955	279	39	protection	protection	NOUN
easat-7955	279	40	of	of	ADP
easat-7955	279	41	whistle	whistle	NOUN
easat-7955	279	42	blowers	blower	NOUN
easat-7955	279	43	,	,	PUNCT
easat-7955	279	44	"	"	PUNCT
easat-7955	279	45	international	international	ADJ
easat-7955	279	46	journal	journal	NOUN
easat-7955	279	47	of	of	ADP
easat-7955	279	48	research	research	NOUN
easat-7955	279	49	publication	publication	NOUN
easat-7955	279	50	and	and	CCONJ
easat-7955	279	51	reviews	review	NOUN
easat-7955	279	52	,	,	PUNCT
easat-7955	279	53	vol	vol	NOUN
easat-7955	279	54	.	.	PROPN
easat-7955	279	55	4	4	NUM
easat-7955	279	56	,	,	PUNCT
easat-7955	279	57	no	no	INTJ
easat-7955	279	58	.	.	NOUN
easat-7955	279	59	4	4	NUM
easat-7955	279	60	,	,	PUNCT
easat-7955	279	61	pp	pp	ADJ
easat-7955	279	62	.	.	PUNCT
easat-7955	280	1	1017	1017	NUM
easat-7955	280	2	-	-	SYM
easat-7955	280	3	1027	1027	NUM
easat-7955	280	4	,	,	PUNCT
easat-7955	280	5	2023	2023	NUM
easat-7955	280	6	.	.	PUNCT
easat-7955	281	1	https://doi.org/10.55248/gengpi.2023.4.4.35142	https://doi.org/10.55248/gengpi.2023.4.4.35142	PRON
easat-7955	282	1	[	[	X
easat-7955	282	2	27	27	NUM
easat-7955	282	3	]	]	X
easat-7955	282	4	j.	j.	PROPN
easat-7955	282	5	hair	hair	PROPN
easat-7955	282	6	and	and	CCONJ
easat-7955	282	7	a.	a.	NOUN
easat-7955	282	8	alamer	alamer	NOUN
easat-7955	282	9	,	,	PUNCT
easat-7955	282	10	"	"	PUNCT
easat-7955	282	11	partial	partial	ADJ
easat-7955	282	12	least	least	ADJ
easat-7955	282	13	squares	square	VERB
easat-7955	282	14	structural	structural	ADJ
easat-7955	282	15	equation	equation	NOUN
easat-7955	282	16	modeling	modeling	NOUN
easat-7955	282	17	(	(	PUNCT
easat-7955	282	18	pls	pls	INTJ
easat-7955	282	19	-	-	PUNCT
easat-7955	282	20	sem	sem	NOUN
easat-7955	282	21	)	)	PUNCT
easat-7955	282	22	in	in	ADP
easat-7955	282	23	second	second	ADJ
easat-7955	282	24	language	language	NOUN
easat-7955	282	25	and	and	CCONJ
easat-7955	282	26	education	education	NOUN
easat-7955	282	27	research	research	NOUN
easat-7955	282	28	:	:	PUNCT
easat-7955	283	1	guidelines	guideline	NOUN
easat-7955	283	2	using	use	VERB
easat-7955	283	3	an	an	DET
easat-7955	283	4	applied	applied	ADJ
easat-7955	283	5	example	example	NOUN
easat-7955	283	6	,	,	PUNCT
easat-7955	283	7	"	"	PUNCT
easat-7955	283	8	research	research	NOUN
easat-7955	283	9	methods	method	NOUN
easat-7955	283	10	in	in	ADP
easat-7955	283	11	applied	applied	ADJ
easat-7955	283	12	linguistics	linguistic	NOUN
easat-7955	283	13	,	,	PUNCT
easat-7955	283	14	vol	vol	NOUN
easat-7955	283	15	.	.	PROPN
easat-7955	283	16	1	1	NUM
easat-7955	283	17	,	,	PUNCT
easat-7955	283	18	no	no	INTJ
easat-7955	283	19	.	.	NOUN
easat-7955	283	20	3	3	NUM
easat-7955	283	21	,	,	PUNCT
easat-7955	283	22	pp	pp	ADJ
easat-7955	283	23	.	.	PUNCT
easat-7955	284	1	1	1	NUM
easat-7955	284	2	–	–	PUNCT
easat-7955	284	3	16	16	NUM
easat-7955	284	4	,	,	PUNCT
easat-7955	284	5	2022	2022	NUM
easat-7955	284	6	.	.	PUNCT
easat-7955	285	1	https://doi.org/10.1016/j.rmal.2022.100027	https://doi.org/10.1016/j.rmal.2022.100027	PRON
easat-7955	285	2	[	[	X
easat-7955	285	3	28	28	NUM
easat-7955	285	4	]	]	X
easat-7955	285	5	b.	b.	PROPN
easat-7955	285	6	l.	l.	PROPN
easat-7955	285	7	handoko	handoko	PROPN
easat-7955	285	8	,	,	PUNCT
easat-7955	285	9	e.	e.	PROPN
easat-7955	285	10	c.	c.	PROPN
easat-7955	285	11	febriyanne	febriyanne	PROPN
easat-7955	285	12	,	,	PUNCT
easat-7955	285	13	and	and	CCONJ
easat-7955	285	14	n.	n.	PROPN
easat-7955	285	15	ayuanda	ayuanda	PROPN
easat-7955	285	16	,	,	PUNCT
easat-7955	285	17	"	"	PUNCT
easat-7955	285	18	enhancing	enhance	VERB
easat-7955	285	19	fraud	fraud	NOUN
easat-7955	285	20	prevention	prevention	NOUN
easat-7955	285	21	:	:	PUNCT
easat-7955	285	22	exploring	explore	VERB
easat-7955	285	23	the	the	DET
easat-7955	285	24	interplay	interplay	NOUN
easat-7955	285	25	of	of	ADP
easat-7955	285	26	internal	internal	ADJ
easat-7955	285	27	control	control	NOUN
easat-7955	285	28	system	system	NOUN
easat-7955	285	29	,	,	PUNCT
easat-7955	285	30	organizational	organizational	ADJ
easat-7955	285	31	culture	culture	NOUN
easat-7955	285	32	,	,	PUNCT
easat-7955	285	33	internal	internal	ADJ
easat-7955	285	34	audit	audit	NOUN
easat-7955	285	35	roles	role	NOUN
easat-7955	285	36	and	and	CCONJ
easat-7955	285	37	online	online	ADJ
easat-7955	285	38	whistleblowing	whistleblowing	NOUN
easat-7955	285	39	mechanisms	mechanism	NOUN
easat-7955	285	40	,	,	PUNCT
easat-7955	285	41	"	"	PUNCT
easat-7955	285	42	presented	present	VERB
easat-7955	285	43	at	at	ADP
easat-7955	285	44	the	the	DET
easat-7955	285	45	2024	2024	NUM
easat-7955	285	46	6th	6th	NOUN
easat-7955	285	47	asia	asia	PROPN
easat-7955	285	48	conference	conference	PROPN
easat-7955	285	49	on	on	ADP
easat-7955	285	50	machine	machine	NOUN
easat-7955	285	51	learning	learning	NOUN
easat-7955	285	52	and	and	CCONJ
easat-7955	285	53	computing	computing	NOUN
easat-7955	285	54	(	(	PUNCT
easat-7955	285	55	acmlc	acmlc	NOUN
easat-7955	285	56	2024	2024	NUM
easat-7955	285	57	)	)	PUNCT
easat-7955	285	58	,	,	PUNCT
easat-7955	285	59	july	july	PROPN
easat-7955	285	60	2628	2628	NUM
easat-7955	285	61	,	,	PUNCT
easat-7955	285	62	2024	2024	NUM
easat-7955	285	63	,	,	PUNCT
easat-7955	285	64	bangkok	bangkok	PROPN
easat-7955	285	65	,	,	PUNCT
easat-7955	285	66	thailand	thailand	PROPN
easat-7955	285	67	,	,	PUNCT
easat-7955	285	68	2024	2024	NUM
easat-7955	285	69	.	.	PUNCT
easat-7955	286	1	[	[	X
easat-7955	286	2	29	29	NUM
easat-7955	286	3	]	]	X
easat-7955	286	4	r.	r.	PROPN
easat-7955	286	5	van	van	PROPN
easat-7955	286	6	bork	bork	PROPN
easat-7955	286	7	,	,	PUNCT
easat-7955	286	8	m.	m.	NOUN
easat-7955	286	9	rhemtulla	rhemtulla	PROPN
easat-7955	286	10	,	,	PUNCT
easat-7955	286	11	l.	l.	PROPN
easat-7955	286	12	j.	j.	PROPN
easat-7955	286	13	waldorp	waldorp	PROPN
easat-7955	286	14	,	,	PUNCT
easat-7955	286	15	j.	j.	PROPN
easat-7955	286	16	kruis	kruis	PROPN
easat-7955	286	17	,	,	PUNCT
easat-7955	286	18	s.	s.	PROPN
easat-7955	286	19	rezvanifar	rezvanifar	PROPN
easat-7955	286	20	,	,	PUNCT
easat-7955	286	21	and	and	CCONJ
easat-7955	286	22	d.	d.	PROPN
easat-7955	286	23	borsboom	borsboom	NOUN
easat-7955	286	24	,	,	PUNCT
easat-7955	286	25	"	"	PUNCT
easat-7955	286	26	latent	latent	ADJ
easat-7955	286	27	variable	variable	ADJ
easat-7955	286	28	models	model	NOUN
easat-7955	286	29	and	and	CCONJ
easat-7955	286	30	networks	network	NOUN
easat-7955	286	31	:	:	PUNCT
easat-7955	286	32	statistical	statistical	ADJ
easat-7955	286	33	equivalence	equivalence	NOUN
easat-7955	286	34	and	and	CCONJ
easat-7955	286	35	testability	testability	NOUN
easat-7955	286	36	,	,	PUNCT
easat-7955	286	37	"	"	PUNCT
easat-7955	286	38	multivariate	multivariate	VERB
easat-7955	286	39	behavioral	behavioral	ADJ
easat-7955	286	40	research	research	NOUN
easat-7955	286	41	,	,	PUNCT
easat-7955	286	42	vol	vol	NOUN
easat-7955	286	43	.	.	PROPN
easat-7955	287	1	56	56	NUM
easat-7955	287	2	,	,	PUNCT
easat-7955	287	3	no	no	INTJ
easat-7955	287	4	.	.	NOUN
easat-7955	287	5	2	2	NUM
easat-7955	287	6	,	,	PUNCT
easat-7955	287	7	pp	pp	ADJ
easat-7955	287	8	.	.	PUNCT
easat-7955	288	1	175	175	NUM
easat-7955	288	2	-	-	SYM
easat-7955	288	3	198	198	NUM
easat-7955	288	4	,	,	PUNCT
easat-7955	288	5	2021	2021	NUM
easat-7955	288	6	.	.	PUNCT
easat-7955	289	1	https://doi.org/10.1080/00273171.2019.1672515	https://doi.org/10.1080/00273171.2019.1672515	X
easat-7955	290	1	[	[	X
easat-7955	290	2	30	30	NUM
easat-7955	290	3	]	]	X
easat-7955	290	4	i.	i.	NOUN
easat-7955	290	5	ghozali	ghozali	PROPN
easat-7955	290	6	,	,	PUNCT
easat-7955	290	7	structural	structural	ADJ
easat-7955	290	8	equation	equation	NOUN
easat-7955	290	9	modeling	modeling	NOUN
easat-7955	290	10	:	:	PUNCT
easat-7955	290	11	alternative	alternative	ADJ
easat-7955	290	12	method	method	NOUN
easat-7955	290	13	with	with	ADP
easat-7955	290	14	partial	partial	ADJ
easat-7955	290	15	;	;	PUNCT
easat-7955	290	16	east	east	ADJ
easat-7955	290	17	squares	square	NOUN
easat-7955	290	18	(	(	PUNCT
easat-7955	290	19	pls	pls	INTJ
easat-7955	290	20	)	)	PUNCT
easat-7955	290	21	,	,	PUNCT
easat-7955	290	22	4th	4th	ADJ
easat-7955	290	23	ed	ed	NOUN
easat-7955	290	24	.	.	PUNCT
easat-7955	291	1	semarang	semarang	PROPN
easat-7955	291	2	:	:	PUNCT
easat-7955	292	1	diponegoro	diponegoro	PROPN
easat-7955	292	2	university	university	NOUN
easat-7955	292	3	publishing	publishing	NOUN
easat-7955	292	4	agency	agency	NOUN
easat-7955	292	5	,	,	PUNCT
easat-7955	292	6	2015	2015	NUM
easat-7955	292	7	.	.	PUNCT
easat-7955	293	1	[	[	X
easat-7955	293	2	31	31	NUM
easat-7955	293	3	]	]	PUNCT
easat-7955	293	4	p.	p.	NOUN
easat-7955	293	5	g.	g.	PROPN
easat-7955	293	6	subhaktiyasa	subhaktiyasa	PROPN
easat-7955	293	7	,	,	PUNCT
easat-7955	293	8	"	"	PUNCT
easat-7955	293	9	pls	pls	NOUN
easat-7955	293	10	-	-	PUNCT
easat-7955	293	11	sem	sem	NOUN
easat-7955	293	12	for	for	ADP
easat-7955	293	13	multivariate	multivariate	NOUN
easat-7955	293	14	analysis	analysis	NOUN
easat-7955	293	15	:	:	PUNCT
easat-7955	293	16	a	a	DET
easat-7955	293	17	practical	practical	ADJ
easat-7955	293	18	guide	guide	NOUN
easat-7955	293	19	to	to	ADP
easat-7955	293	20	educational	educational	ADJ
easat-7955	293	21	research	research	NOUN
easat-7955	293	22	using	use	VERB
easat-7955	293	23	smartpls	smartpls	NOUN
easat-7955	293	24	,	,	PUNCT
easat-7955	293	25	"	"	PUNCT
easat-7955	293	26	eduline	eduline	PROPN
easat-7955	293	27	:	:	PUNCT
easat-7955	293	28	journal	journal	PROPN
easat-7955	293	29	of	of	ADP
easat-7955	293	30	education	education	NOUN
easat-7955	293	31	and	and	CCONJ
easat-7955	293	32	learning	learn	VERB
easat-7955	293	33	innovation	innovation	NOUN
easat-7955	293	34	,	,	PUNCT
easat-7955	293	35	vol	vol	NOUN
easat-7955	293	36	.	.	PROPN
easat-7955	293	37	4	4	NUM
easat-7955	293	38	,	,	PUNCT
easat-7955	293	39	no	no	INTJ
easat-7955	293	40	.	.	NOUN
easat-7955	293	41	3	3	NUM
easat-7955	293	42	,	,	PUNCT
easat-7955	293	43	pp	pp	ADJ
easat-7955	293	44	.	.	PUNCT
easat-7955	294	1	353	353	NUM
easat-7955	294	2	-	-	SYM
easat-7955	294	3	365	365	NUM
easat-7955	294	4	,	,	PUNCT
easat-7955	294	5	2024	2024	NUM
easat-7955	294	6	.	.	PUNCT
easat-7955	295	1	[	[	X
easat-7955	295	2	32	32	NUM
easat-7955	295	3	]	]	PUNCT
easat-7955	295	4	g.	g.	PROPN
easat-7955	295	5	w.	w.	PROPN
easat-7955	295	6	cheung	cheung	PROPN
easat-7955	295	7	,	,	PUNCT
easat-7955	295	8	h.	h.	PROPN
easat-7955	295	9	d.	d.	PROPN
easat-7955	295	10	cooper	cooper	PROPN
easat-7955	295	11	-	-	PUNCT
easat-7955	295	12	thomas	thomas	PROPN
easat-7955	295	13	,	,	PUNCT
easat-7955	295	14	r.	r.	PROPN
easat-7955	295	15	s.	s.	PROPN
easat-7955	295	16	lau	lau	PROPN
easat-7955	295	17	,	,	PUNCT
easat-7955	295	18	and	and	CCONJ
easat-7955	295	19	l.	l.	PROPN
easat-7955	295	20	c.	c.	PROPN
easat-7955	295	21	wang	wang	PROPN
easat-7955	295	22	,	,	PUNCT
easat-7955	295	23	"	"	PUNCT
easat-7955	295	24	reporting	report	VERB
easat-7955	295	25	reliability	reliability	NOUN
easat-7955	295	26	,	,	PUNCT
easat-7955	295	27	convergent	convergent	NOUN
easat-7955	295	28	and	and	CCONJ
easat-7955	295	29	discriminant	discriminant	ADJ
easat-7955	295	30	validity	validity	NOUN
easat-7955	295	31	with	with	ADP
easat-7955	295	32	structural	structural	ADJ
easat-7955	295	33	equation	equation	NOUN
easat-7955	295	34	modeling	modeling	NOUN
easat-7955	295	35	:	:	PUNCT
easat-7955	295	36	a	a	DET
easat-7955	295	37	review	review	NOUN
easat-7955	295	38	and	and	CCONJ
easat-7955	295	39	best	good	ADJ
easat-7955	295	40	-	-	PUNCT
easat-7955	295	41	practice	practice	NOUN
easat-7955	295	42	recommendations	recommendation	NOUN
easat-7955	295	43	,	,	PUNCT
easat-7955	295	44	"	"	PUNCT
easat-7955	295	45	asia	asia	PROPN
easat-7955	295	46	pacific	pacific	PROPN
easat-7955	295	47	journal	journal	PROPN
easat-7955	295	48	of	of	ADP
easat-7955	295	49	management	management	NOUN
easat-7955	295	50	,	,	PUNCT
easat-7955	295	51	vol	vol	NOUN
easat-7955	295	52	.	.	PROPN
easat-7955	295	53	41	41	NUM
easat-7955	295	54	,	,	PUNCT
easat-7955	295	55	no	no	INTJ
easat-7955	295	56	.	.	NOUN
easat-7955	295	57	2	2	NUM
easat-7955	295	58	,	,	PUNCT
easat-7955	295	59	pp	pp	ADJ
easat-7955	295	60	.	.	PUNCT
easat-7955	296	1	745–783	745–783	NUM
easat-7955	296	2	,	,	PUNCT
easat-7955	296	3	2024	2024	NUM
easat-7955	296	4	.	.	PUNCT
easat-7955	297	1	[	[	X
easat-7955	297	2	33	33	NUM
easat-7955	297	3	]	]	PUNCT
easat-7955	297	4	m.	m.	NOUN
easat-7955	297	5	rönkkö	rönkkö	PROPN
easat-7955	297	6	and	and	CCONJ
easat-7955	297	7	e.	e.	PROPN
easat-7955	297	8	cho	cho	PROPN
easat-7955	297	9	,	,	PUNCT
easat-7955	297	10	"	"	PUNCT
easat-7955	297	11	an	an	DET
easat-7955	297	12	updated	update	VERB
easat-7955	297	13	guideline	guideline	NOUN
easat-7955	297	14	for	for	ADP
easat-7955	297	15	assessing	assess	VERB
easat-7955	297	16	discriminant	discriminant	ADJ
easat-7955	297	17	validity	validity	NOUN
easat-7955	297	18	,	,	PUNCT
easat-7955	297	19	"	"	PUNCT
easat-7955	297	20	organizational	organizational	ADJ
easat-7955	297	21	research	research	NOUN
easat-7955	297	22	methods	method	NOUN
easat-7955	297	23	,	,	PUNCT
easat-7955	297	24	vol	vol	NOUN
easat-7955	297	25	.	.	PROPN
easat-7955	297	26	25	25	NUM
easat-7955	297	27	,	,	PUNCT
easat-7955	297	28	no	no	INTJ
easat-7955	297	29	.	.	NOUN
easat-7955	297	30	1	1	NUM
easat-7955	297	31	,	,	PUNCT
easat-7955	297	32	pp	pp	ADJ
easat-7955	297	33	.	.	PUNCT
easat-7955	298	1	6–47	6–47	NOUN
easat-7955	298	2	,	,	PUNCT
easat-7955	298	3	2022	2022	NUM
easat-7955	298	4	.	.	PUNCT
easat-7955	299	1	[	[	X
easat-7955	299	2	34	34	NUM
easat-7955	299	3	]	]	X
easat-7955	299	4	d.	d.	PROPN
easat-7955	299	5	chicco	chicco	PROPN
easat-7955	299	6	,	,	PUNCT
easat-7955	299	7	m.	m.	NOUN
easat-7955	299	8	j.	j.	PROPN
easat-7955	299	9	warrens	warrens	PROPN
easat-7955	299	10	,	,	PUNCT
easat-7955	299	11	and	and	CCONJ
easat-7955	299	12	g.	g.	PROPN
easat-7955	299	13	jurman	jurman	PROPN
easat-7955	299	14	,	,	PUNCT
easat-7955	299	15	"	"	PUNCT
easat-7955	299	16	the	the	DET
easat-7955	299	17	coefficient	coefficient	NOUN
easat-7955	299	18	of	of	ADP
easat-7955	299	19	determination	determination	NOUN
easat-7955	299	20	r	r	NOUN
easat-7955	299	21	-	-	PUNCT
easat-7955	299	22	squared	square	VERB
easat-7955	299	23	is	be	AUX
easat-7955	299	24	more	more	ADV
easat-7955	299	25	informative	informative	ADJ
easat-7955	299	26	than	than	ADP
easat-7955	299	27	smape	smape	NOUN
easat-7955	299	28	,	,	PUNCT
easat-7955	299	29	mae	mae	PROPN
easat-7955	299	30	,	,	PUNCT
easat-7955	299	31	mape	mape	NOUN
easat-7955	299	32	,	,	PUNCT
easat-7955	299	33	mse	mse	NOUN
easat-7955	299	34	and	and	CCONJ
easat-7955	299	35	rmse	rmse	NOUN
easat-7955	299	36	in	in	ADP
easat-7955	299	37	regression	regression	NOUN
easat-7955	299	38	analysis	analysis	NOUN
easat-7955	299	39	evaluation	evaluation	NOUN
easat-7955	299	40	,	,	PUNCT
easat-7955	299	41	"	"	PUNCT
easat-7955	299	42	peerj	peerj	NOUN
easat-7955	299	43	computer	computer	NOUN
easat-7955	299	44	science	science	NOUN
easat-7955	299	45	,	,	PUNCT
easat-7955	299	46	vol	vol	NOUN
easat-7955	299	47	.	.	PROPN
easat-7955	299	48	7	7	NUM
easat-7955	299	49	,	,	PUNCT
easat-7955	299	50	p.	p.	NOUN
easat-7955	299	51	e623	e623	NUM
easat-7955	299	52	,	,	PUNCT
easat-7955	299	53	2021	2021	NUM
easat-7955	299	54	.	.	PUNCT
easat-7955	300	1	https://doi.org/10.7717/peerj-cs.623	https://doi.org/10.7717/peerj-cs.623	PRON
easat-7955	300	2	https://doi.org/10.55248/gengpi.5.1024.2926	https://doi.org/10.55248/gengpi.5.1024.2926	PROPN
easat-7955	300	3	https://doi.org/10.38035/dijefa.v2i6.1142	https://doi.org/10.38035/dijefa.v2i6.1142	PROPN
easat-7955	300	4	https://doi.org/10.55248/gengpi.2023.4.4.35142	https://doi.org/10.55248/gengpi.2023.4.4.35142	PROPN
easat-7955	300	5	https://doi.org/10.1016/j.rmal.2022.100027	https://doi.org/10.1016/j.rmal.2022.100027	ADJ
easat-7955	300	6	https://doi.org/10.1080/00273171.2019.1672515	https://doi.org/10.1080/00273171.2019.1672515	NOUN
easat-7955	300	7	https://doi.org/10.7717/peerj-cs.623	https://doi.org/10.7717/peerj-cs.623	X