id	sid	tid	token	lemma	pos
ajbmeb-2500	1	1	american	american	PROPN
ajbmeb-2500	1	2	journal	journal	PROPN
ajbmeb-2500	1	3	of	of	ADP
ajbmeb-2500	1	4	business	business	NOUN
ajbmeb-2500	1	5	management	management	NOUN
ajbmeb-2500	1	6	,	,	PUNCT
ajbmeb-2500	1	7	economics	economic	NOUN
ajbmeb-2500	1	8	and	and	CCONJ
ajbmeb-2500	1	9	banking	banking	NOUN
ajbmeb-2500	1	10	issn	issn	PROPN
ajbmeb-2500	1	11	(	(	PUNCT
ajbmeb-2500	1	12	e	e	NOUN
ajbmeb-2500	1	13	):	):	PUNCT
ajbmeb-2500	1	14	2832	2832	NUM
ajbmeb-2500	1	15	-	-	SYM
ajbmeb-2500	1	16	8078	8078	NUM
ajbmeb-2500	1	17	volume	volume	NOUN
ajbmeb-2500	1	18	30	30	NUM
ajbmeb-2500	1	19	,	,	PUNCT
ajbmeb-2500	1	20	|	|	ADV
ajbmeb-2500	1	21	november	november	PROPN
ajbmeb-2500	1	22	2024	2024	NUM
ajbmeb-2500	1	23	p	p	NOUN
ajbmeb-2500	1	24	a	a	DET
ajbmeb-2500	1	25	g	g	NOUN
ajbmeb-2500	1	26	e	e	NOUN
ajbmeb-2500	2	1	|	|	ADV
ajbmeb-2500	2	2	74	74	NUM
ajbmeb-2500	2	3	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-2500	2	4	the	the	DET
ajbmeb-2500	2	5	role	role	NOUN
ajbmeb-2500	2	6	and	and	CCONJ
ajbmeb-2500	2	7	advantages	advantage	NOUN
ajbmeb-2500	2	8	of	of	ADP
ajbmeb-2500	2	9	the	the	DET
ajbmeb-2500	2	10	digital	digital	ADJ
ajbmeb-2500	2	11	economy	economy	NOUN
ajbmeb-2500	2	12	in	in	ADP
ajbmeb-2500	2	13	improving	improve	VERB
ajbmeb-2500	2	14	internal	internal	ADJ
ajbmeb-2500	2	15	audit	audit	NOUN
ajbmeb-2500	2	16	in	in	ADP
ajbmeb-2500	2	17	economic	economic	ADJ
ajbmeb-2500	2	18	entities	entity	NOUN
ajbmeb-2500	2	19	sharifa	sharifa	PROPN
ajbmeb-2500	2	20	elmurodovna	elmurodovna	PROPN
ajbmeb-2500	2	21	maxmudova	maxmudova	PROPN
ajbmeb-2500	2	22	tashkent	tashkent	PROPN
ajbmeb-2500	2	23	state	state	PROPN
ajbmeb-2500	2	24	university	university	PROPN
ajbmeb-2500	2	25	of	of	ADP
ajbmeb-2500	2	26	economics	economics	PROPN
ajbmeb-2500	2	27	ph.d	ph.d	PROPN
ajbmeb-2500	2	28	.	.	PUNCT
ajbmeb-2500	3	1	candidate	candidate	NOUN
ajbmeb-2500	3	2	email	email	NOUN
ajbmeb-2500	3	3	:	:	PUNCT
ajbmeb-2500	3	4	sharifamaxmudova177@gmail.com	sharifamaxmudova177@gmail.com	X
ajbmeb-2500	3	5	phone	phone	NOUN
ajbmeb-2500	3	6	:	:	PUNCT
ajbmeb-2500	4	1	+998	+998	NUM
ajbmeb-2500	4	2	-	-	NUM
ajbmeb-2500	4	3	97	97	NUM
ajbmeb-2500	4	4	-	-	PUNCT
ajbmeb-2500	4	5	408	408	NUM
ajbmeb-2500	4	6	-	-	PUNCT
ajbmeb-2500	4	7	52	52	NUM
ajbmeb-2500	4	8	-	-	SYM
ajbmeb-2500	4	9	75	75	NUM
ajbmeb-2500	4	10	a	a	DET
ajbmeb-2500	4	11	b	b	PROPN
ajbmeb-2500	4	12	s	s	ADP
ajbmeb-2500	4	13	t	t	PROPN
ajbmeb-2500	4	14	r	r	NOUN
ajbmeb-2500	4	15	a	a	DET
ajbmeb-2500	4	16	c	c	NOUN
ajbmeb-2500	4	17	t	t	NOUN
ajbmeb-2500	4	18	k	k	X
ajbmeb-2500	4	19	e	e	PROPN
ajbmeb-2500	4	20	y	y	PROPN
ajbmeb-2500	4	21	w	w	NOUN
ajbmeb-2500	4	22	o	o	NOUN
ajbmeb-2500	4	23	r	r	NOUN
ajbmeb-2500	4	24	d	d	X
ajbmeb-2500	4	25	s	s	VERB
ajbmeb-2500	4	26	this	this	DET
ajbmeb-2500	4	27	article	article	NOUN
ajbmeb-2500	4	28	highlights	highlight	VERB
ajbmeb-2500	4	29	the	the	DET
ajbmeb-2500	4	30	significance	significance	NOUN
ajbmeb-2500	4	31	and	and	CCONJ
ajbmeb-2500	4	32	benefits	benefit	NOUN
ajbmeb-2500	4	33	of	of	ADP
ajbmeb-2500	4	34	the	the	DET
ajbmeb-2500	4	35	digital	digital	ADJ
ajbmeb-2500	4	36	economy	economy	NOUN
ajbmeb-2500	4	37	in	in	ADP
ajbmeb-2500	4	38	improving	improve	VERB
ajbmeb-2500	4	39	internal	internal	ADJ
ajbmeb-2500	4	40	audit	audit	NOUN
ajbmeb-2500	4	41	processes	process	NOUN
ajbmeb-2500	4	42	within	within	ADP
ajbmeb-2500	4	43	economic	economic	ADJ
ajbmeb-2500	4	44	entities	entity	NOUN
ajbmeb-2500	4	45	.	.	PUNCT
ajbmeb-2500	5	1	it	it	PRON
ajbmeb-2500	5	2	examines	examine	VERB
ajbmeb-2500	5	3	the	the	DET
ajbmeb-2500	5	4	potential	potential	NOUN
ajbmeb-2500	5	5	of	of	ADP
ajbmeb-2500	5	6	digital	digital	ADJ
ajbmeb-2500	5	7	technologies	technology	NOUN
ajbmeb-2500	5	8	to	to	PART
ajbmeb-2500	5	9	automate	automate	VERB
ajbmeb-2500	5	10	internal	internal	ADJ
ajbmeb-2500	5	11	audit	audit	NOUN
ajbmeb-2500	5	12	processes	process	NOUN
ajbmeb-2500	5	13	,	,	PUNCT
ajbmeb-2500	5	14	minimize	minimize	VERB
ajbmeb-2500	5	15	errors	error	NOUN
ajbmeb-2500	5	16	,	,	PUNCT
ajbmeb-2500	5	17	and	and	CCONJ
ajbmeb-2500	5	18	ensure	ensure	VERB
ajbmeb-2500	5	19	accurate	accurate	ADJ
ajbmeb-2500	5	20	and	and	CCONJ
ajbmeb-2500	5	21	timely	timely	ADJ
ajbmeb-2500	5	22	analysis	analysis	NOUN
ajbmeb-2500	5	23	of	of	ADP
ajbmeb-2500	5	24	financial	financial	ADJ
ajbmeb-2500	5	25	information	information	NOUN
ajbmeb-2500	5	26	.	.	PUNCT
ajbmeb-2500	6	1	additionally	additionally	ADV
ajbmeb-2500	6	2	,	,	PUNCT
ajbmeb-2500	6	3	the	the	DET
ajbmeb-2500	6	4	integration	integration	NOUN
ajbmeb-2500	6	5	of	of	ADP
ajbmeb-2500	6	6	modern	modern	ADJ
ajbmeb-2500	6	7	tools	tool	NOUN
ajbmeb-2500	6	8	such	such	ADJ
ajbmeb-2500	6	9	as	as	ADP
ajbmeb-2500	6	10	big	big	ADJ
ajbmeb-2500	6	11	data	datum	NOUN
ajbmeb-2500	6	12	,	,	PUNCT
ajbmeb-2500	6	13	cloud	cloud	NOUN
ajbmeb-2500	6	14	technologies	technology	NOUN
ajbmeb-2500	6	15	,	,	PUNCT
ajbmeb-2500	6	16	blockchain	blockchain	NOUN
ajbmeb-2500	6	17	,	,	PUNCT
ajbmeb-2500	6	18	and	and	CCONJ
ajbmeb-2500	6	19	artificial	artificial	ADJ
ajbmeb-2500	6	20	intelligence	intelligence	NOUN
ajbmeb-2500	6	21	into	into	ADP
ajbmeb-2500	6	22	internal	internal	ADJ
ajbmeb-2500	6	23	audit	audit	NOUN
ajbmeb-2500	6	24	is	be	AUX
ajbmeb-2500	6	25	analyzed	analyze	VERB
ajbmeb-2500	6	26	,	,	PUNCT
ajbmeb-2500	6	27	focusing	focus	VERB
ajbmeb-2500	6	28	on	on	ADP
ajbmeb-2500	6	29	their	their	PRON
ajbmeb-2500	6	30	ability	ability	NOUN
ajbmeb-2500	6	31	to	to	PART
ajbmeb-2500	6	32	enhance	enhance	VERB
ajbmeb-2500	6	33	transparency	transparency	NOUN
ajbmeb-2500	6	34	,	,	PUNCT
ajbmeb-2500	6	35	identify	identify	VERB
ajbmeb-2500	6	36	risks	risk	NOUN
ajbmeb-2500	6	37	in	in	ADP
ajbmeb-2500	6	38	advance	advance	NOUN
ajbmeb-2500	6	39	,	,	PUNCT
ajbmeb-2500	6	40	and	and	CCONJ
ajbmeb-2500	6	41	monitor	monitor	VERB
ajbmeb-2500	6	42	operations	operation	NOUN
ajbmeb-2500	6	43	effectively	effectively	ADV
ajbmeb-2500	6	44	.	.	PUNCT
ajbmeb-2500	7	1	this	this	DET
ajbmeb-2500	7	2	study	study	NOUN
ajbmeb-2500	7	3	demonstrates	demonstrate	VERB
ajbmeb-2500	7	4	the	the	DET
ajbmeb-2500	7	5	role	role	NOUN
ajbmeb-2500	7	6	of	of	ADP
ajbmeb-2500	7	7	the	the	DET
ajbmeb-2500	7	8	digital	digital	ADJ
ajbmeb-2500	7	9	economy	economy	NOUN
ajbmeb-2500	7	10	in	in	ADP
ajbmeb-2500	7	11	internal	internal	ADJ
ajbmeb-2500	7	12	auditing	auditing	NOUN
ajbmeb-2500	7	13	and	and	CCONJ
ajbmeb-2500	7	14	its	its	PRON
ajbmeb-2500	7	15	positive	positive	ADJ
ajbmeb-2500	7	16	impact	impact	NOUN
ajbmeb-2500	7	17	on	on	ADP
ajbmeb-2500	7	18	ensuring	ensure	VERB
ajbmeb-2500	7	19	the	the	DET
ajbmeb-2500	7	20	financial	financial	ADJ
ajbmeb-2500	7	21	stability	stability	NOUN
ajbmeb-2500	7	22	of	of	ADP
ajbmeb-2500	7	23	organizations	organization	NOUN
ajbmeb-2500	7	24	.	.	PUNCT
ajbmeb-2500	8	1	digital	digital	ADJ
ajbmeb-2500	8	2	economy	economy	NOUN
ajbmeb-2500	8	3	,	,	PUNCT
ajbmeb-2500	8	4	internal	internal	ADJ
ajbmeb-2500	8	5	audit	audit	NOUN
ajbmeb-2500	8	6	,	,	PUNCT
ajbmeb-2500	8	7	economic	economic	ADJ
ajbmeb-2500	8	8	entities	entity	NOUN
ajbmeb-2500	8	9	,	,	PUNCT
ajbmeb-2500	8	10	efficiency	efficiency	NOUN
ajbmeb-2500	8	11	,	,	PUNCT
ajbmeb-2500	8	12	big	big	ADJ
ajbmeb-2500	8	13	data	datum	NOUN
ajbmeb-2500	8	14	,	,	PUNCT
ajbmeb-2500	8	15	cloud	cloud	NOUN
ajbmeb-2500	8	16	technologies	technology	NOUN
ajbmeb-2500	8	17	,	,	PUNCT
ajbmeb-2500	8	18	blockchain	blockchain	NOUN
ajbmeb-2500	8	19	,	,	PUNCT
ajbmeb-2500	8	20	artificial	artificial	ADJ
ajbmeb-2500	8	21	intelligence	intelligence	NOUN
ajbmeb-2500	8	22	,	,	PUNCT
ajbmeb-2500	8	23	risk	risk	NOUN
ajbmeb-2500	8	24	management	management	NOUN
ajbmeb-2500	8	25	,	,	PUNCT
ajbmeb-2500	8	26	transparency	transparency	NOUN
ajbmeb-2500	8	27	,	,	PUNCT
ajbmeb-2500	8	28	automation	automation	NOUN
ajbmeb-2500	8	29	,	,	PUNCT
ajbmeb-2500	8	30	financial	financial	ADJ
ajbmeb-2500	8	31	stability	stability	NOUN
ajbmeb-2500	8	32	,	,	PUNCT
ajbmeb-2500	8	33	analytical	analytical	ADJ
ajbmeb-2500	8	34	technologies	technology	NOUN
ajbmeb-2500	8	35	,	,	PUNCT
ajbmeb-2500	8	36	financial	financial	ADJ
ajbmeb-2500	8	37	management	management	NOUN
ajbmeb-2500	8	38	,	,	PUNCT
ajbmeb-2500	8	39	traceability	traceability	NOUN
ajbmeb-2500	8	40	.	.	PUNCT
ajbmeb-2500	9	1	introduction	introduction	NOUN
ajbmeb-2500	9	2	the	the	DET
ajbmeb-2500	9	3	implementation	implementation	NOUN
ajbmeb-2500	9	4	of	of	ADP
ajbmeb-2500	9	5	digital	digital	ADJ
ajbmeb-2500	9	6	technologies	technology	NOUN
ajbmeb-2500	9	7	today	today	NOUN
ajbmeb-2500	9	8	is	be	AUX
ajbmeb-2500	9	9	not	not	PART
ajbmeb-2500	9	10	only	only	ADV
ajbmeb-2500	9	11	a	a	DET
ajbmeb-2500	9	12	driver	driver	NOUN
ajbmeb-2500	9	13	of	of	ADP
ajbmeb-2500	9	14	economic	economic	ADJ
ajbmeb-2500	9	15	growth	growth	NOUN
ajbmeb-2500	9	16	but	but	CCONJ
ajbmeb-2500	9	17	also	also	ADV
ajbmeb-2500	9	18	a	a	DET
ajbmeb-2500	9	19	key	key	ADJ
ajbmeb-2500	9	20	factor	factor	NOUN
ajbmeb-2500	9	21	in	in	ADP
ajbmeb-2500	9	22	enhancing	enhance	VERB
ajbmeb-2500	9	23	the	the	DET
ajbmeb-2500	9	24	efficiency	efficiency	NOUN
ajbmeb-2500	9	25	of	of	ADP
ajbmeb-2500	9	26	internal	internal	ADJ
ajbmeb-2500	9	27	control	control	NOUN
ajbmeb-2500	9	28	and	and	CCONJ
ajbmeb-2500	9	29	audit	audit	NOUN
ajbmeb-2500	9	30	systems	system	NOUN
ajbmeb-2500	9	31	.	.	PUNCT
ajbmeb-2500	10	1	in	in	ADP
ajbmeb-2500	10	2	uzbekistan	uzbekistan	PROPN
ajbmeb-2500	10	3	,	,	PUNCT
ajbmeb-2500	10	4	several	several	ADJ
ajbmeb-2500	10	5	presidential	presidential	ADJ
ajbmeb-2500	10	6	decrees	decree	NOUN
ajbmeb-2500	10	7	and	and	CCONJ
ajbmeb-2500	10	8	resolutions	resolution	NOUN
ajbmeb-2500	10	9	adopted	adopt	VERB
ajbmeb-2500	10	10	to	to	PART
ajbmeb-2500	10	11	develop	develop	VERB
ajbmeb-2500	10	12	the	the	DET
ajbmeb-2500	10	13	digital	digital	ADJ
ajbmeb-2500	10	14	economy	economy	NOUN
ajbmeb-2500	10	15	provide	provide	VERB
ajbmeb-2500	10	16	a	a	DET
ajbmeb-2500	10	17	strong	strong	ADJ
ajbmeb-2500	10	18	legal	legal	ADJ
ajbmeb-2500	10	19	foundation	foundation	NOUN
ajbmeb-2500	10	20	for	for	ADP
ajbmeb-2500	10	21	the	the	DET
ajbmeb-2500	10	22	digital	digital	ADJ
ajbmeb-2500	10	23	transformation	transformation	NOUN
ajbmeb-2500	10	24	of	of	ADP
ajbmeb-2500	10	25	internal	internal	ADJ
ajbmeb-2500	10	26	audit	audit	NOUN
ajbmeb-2500	10	27	.	.	PUNCT
ajbmeb-2500	11	1	for	for	ADP
ajbmeb-2500	11	2	example	example	NOUN
ajbmeb-2500	11	3	,	,	PUNCT
ajbmeb-2500	11	4	presidential	presidential	ADJ
ajbmeb-2500	11	5	decree	decree	NOUN
ajbmeb-2500	11	6	no	no	INTJ
ajbmeb-2500	11	7	.	.	PUNCT
ajbmeb-2500	12	1	pf-6079	pf-6079	PROPN
ajbmeb-2500	12	2	(	(	PUNCT
ajbmeb-2500	12	3	october	october	PROPN
ajbmeb-2500	12	4	28	28	NUM
ajbmeb-2500	12	5	,	,	PUNCT
ajbmeb-2500	12	6	2019	2019	NUM
ajbmeb-2500	12	7	)	)	PUNCT
ajbmeb-2500	12	8	,	,	PUNCT
ajbmeb-2500	12	9	which	which	PRON
ajbmeb-2500	12	10	approved	approve	VERB
ajbmeb-2500	12	11	the	the	DET
ajbmeb-2500	12	12	digital	digital	ADJ
ajbmeb-2500	12	13	uzbekistan	uzbekistan	PROPN
ajbmeb-2500	12	14	–	–	PUNCT
ajbmeb-2500	12	15	2030	2030	NUM
ajbmeb-2500	12	16	program	program	NOUN
ajbmeb-2500	12	17	,	,	PUNCT
ajbmeb-2500	12	18	aims	aim	VERB
ajbmeb-2500	12	19	to	to	PART
ajbmeb-2500	12	20	develop	develop	VERB
ajbmeb-2500	12	21	all	all	DET
ajbmeb-2500	12	22	sectors	sector	NOUN
ajbmeb-2500	12	23	of	of	ADP
ajbmeb-2500	12	24	the	the	DET
ajbmeb-2500	12	25	digital	digital	ADJ
ajbmeb-2500	12	26	economy	economy	NOUN
ajbmeb-2500	12	27	in	in	ADP
ajbmeb-2500	12	28	the	the	DET
ajbmeb-2500	12	29	country	country	NOUN
ajbmeb-2500	12	30	.	.	PUNCT
ajbmeb-2500	13	1	this	this	DET
ajbmeb-2500	13	2	program	program	NOUN
ajbmeb-2500	13	3	expands	expand	VERB
ajbmeb-2500	13	4	opportunities	opportunity	NOUN
ajbmeb-2500	13	5	for	for	ADP
ajbmeb-2500	13	6	implementing	implement	VERB
ajbmeb-2500	13	7	digital	digital	ADJ
ajbmeb-2500	13	8	technologies	technology	NOUN
ajbmeb-2500	13	9	in	in	ADP
ajbmeb-2500	13	10	enterprises	enterprise	NOUN
ajbmeb-2500	13	11	and	and	CCONJ
ajbmeb-2500	13	12	organizations	organization	NOUN
ajbmeb-2500	13	13	,	,	PUNCT
ajbmeb-2500	13	14	including	include	VERB
ajbmeb-2500	13	15	the	the	DET
ajbmeb-2500	13	16	use	use	NOUN
ajbmeb-2500	13	17	of	of	ADP
ajbmeb-2500	13	18	automated	automate	VERB
ajbmeb-2500	13	19	and	and	CCONJ
ajbmeb-2500	13	20	intelligent	intelligent	ADJ
ajbmeb-2500	13	21	systems	system	NOUN
ajbmeb-2500	13	22	in	in	ADP
ajbmeb-2500	13	23	audit	audit	NOUN
ajbmeb-2500	13	24	processes	process	NOUN
ajbmeb-2500	13	25	.	.	PUNCT
ajbmeb-2500	14	1	additionally	additionally	ADV
ajbmeb-2500	14	2	,	,	PUNCT
ajbmeb-2500	14	3	resolution	resolution	NOUN
ajbmeb-2500	14	4	no	no	PROPN
ajbmeb-2500	14	5	.	.	PUNCT
ajbmeb-2500	14	6	pq-4699	pq-4699	PROPN
ajbmeb-2500	14	7	(	(	PUNCT
ajbmeb-2500	14	8	april	april	PROPN
ajbmeb-2500	14	9	28	28	NUM
ajbmeb-2500	14	10	,	,	PUNCT
ajbmeb-2500	14	11	2020	2020	NUM
ajbmeb-2500	14	12	)	)	PUNCT
ajbmeb-2500	14	13	outlines	outline	VERB
ajbmeb-2500	14	14	measures	measure	NOUN
ajbmeb-2500	14	15	to	to	PART
ajbmeb-2500	14	16	develop	develop	VERB
ajbmeb-2500	14	17	the	the	DET
ajbmeb-2500	14	18	digital	digital	ADJ
ajbmeb-2500	14	19	economy	economy	NOUN
ajbmeb-2500	14	20	and	and	CCONJ
ajbmeb-2500	14	21	e	e	NOUN
ajbmeb-2500	14	22	-	-	NOUN
ajbmeb-2500	14	23	commerce	commerce	NOUN
ajbmeb-2500	14	24	.	.	PUNCT
ajbmeb-2500	15	1	this	this	DET
ajbmeb-2500	15	2	resolution	resolution	NOUN
ajbmeb-2500	15	3	directly	directly	ADV
ajbmeb-2500	15	4	impacts	impact	VERB
ajbmeb-2500	15	5	internal	internal	ADJ
ajbmeb-2500	15	6	audit	audit	NOUN
ajbmeb-2500	15	7	systems	system	NOUN
ajbmeb-2500	15	8	by	by	ADP
ajbmeb-2500	15	9	enabling	enable	VERB
ajbmeb-2500	15	10	the	the	DET
ajbmeb-2500	15	11	use	use	NOUN
ajbmeb-2500	15	12	of	of	ADP
ajbmeb-2500	15	13	modern	modern	ADJ
ajbmeb-2500	15	14	technological	technological	ADJ
ajbmeb-2500	15	15	infrastructure	infrastructure	NOUN
ajbmeb-2500	15	16	and	and	CCONJ
ajbmeb-2500	15	17	supporting	support	VERB
ajbmeb-2500	15	18	digital	digital	ADJ
ajbmeb-2500	15	19	startups	startup	NOUN
ajbmeb-2500	15	20	to	to	PART
ajbmeb-2500	15	21	introduce	introduce	VERB
ajbmeb-2500	15	22	new	new	ADJ
ajbmeb-2500	15	23	tools	tool	NOUN
ajbmeb-2500	15	24	in	in	ADP
ajbmeb-2500	15	25	audit	audit	NOUN
ajbmeb-2500	15	26	practices	practice	NOUN
ajbmeb-2500	15	27	.	.	PUNCT
ajbmeb-2500	16	1	these	these	DET
ajbmeb-2500	16	2	legal	legal	ADJ
ajbmeb-2500	16	3	documents	document	NOUN
ajbmeb-2500	16	4	contribute	contribute	VERB
ajbmeb-2500	16	5	to	to	ADP
ajbmeb-2500	16	6	the	the	DET
ajbmeb-2500	16	7	following	follow	VERB
ajbmeb-2500	16	8	improvements	improvement	NOUN
ajbmeb-2500	16	9	in	in	ADP
ajbmeb-2500	16	10	internal	internal	ADJ
ajbmeb-2500	16	11	audit	audit	NOUN
ajbmeb-2500	16	12	processes	process	NOUN
ajbmeb-2500	16	13	:	:	PUNCT
ajbmeb-2500	16	14	•	•	NUM
ajbmeb-2500	16	15	automation	automation	NOUN
ajbmeb-2500	16	16	:	:	PUNCT
ajbmeb-2500	16	17	transitioning	transition	VERB
ajbmeb-2500	16	18	from	from	ADP
ajbmeb-2500	16	19	manual	manual	ADJ
ajbmeb-2500	16	20	operations	operation	NOUN
ajbmeb-2500	16	21	to	to	ADP
ajbmeb-2500	16	22	automated	automate	VERB
ajbmeb-2500	16	23	systems	system	NOUN
ajbmeb-2500	16	24	in	in	ADP
ajbmeb-2500	16	25	auditing	audit	VERB
ajbmeb-2500	16	26	.	.	PUNCT
ajbmeb-2500	17	1	•	•	NUM
ajbmeb-2500	17	2	enhanced	enhance	VERB
ajbmeb-2500	17	3	risk	risk	NOUN
ajbmeb-2500	17	4	management	management	NOUN
ajbmeb-2500	17	5	:	:	PUNCT
ajbmeb-2500	17	6	utilizing	utilize	VERB
ajbmeb-2500	17	7	big	big	ADJ
ajbmeb-2500	17	8	data	datum	NOUN
ajbmeb-2500	17	9	and	and	CCONJ
ajbmeb-2500	17	10	artificial	artificial	ADJ
ajbmeb-2500	17	11	intelligence	intelligence	NOUN
ajbmeb-2500	17	12	technologies	technology	NOUN
ajbmeb-2500	17	13	for	for	ADP
ajbmeb-2500	17	14	risk	risk	NOUN
ajbmeb-2500	17	15	assessment	assessment	NOUN
ajbmeb-2500	17	16	.	.	PUNCT
ajbmeb-2500	18	1	american	american	ADJ
ajbmeb-2500	18	2	journal	journal	PROPN
ajbmeb-2500	18	3	of	of	ADP
ajbmeb-2500	18	4	business	business	NOUN
ajbmeb-2500	18	5	management	management	NOUN
ajbmeb-2500	18	6	,	,	PUNCT
ajbmeb-2500	18	7	economics	economic	NOUN
ajbmeb-2500	18	8	and	and	CCONJ
ajbmeb-2500	18	9	banking	banking	NOUN
ajbmeb-2500	18	10	volume	volume	NOUN
ajbmeb-2500	18	11	30	30	NUM
ajbmeb-2500	18	12	november	november	PROPN
ajbmeb-2500	18	13	2024	2024	NUM
ajbmeb-2500	18	14	p	p	NOUN
ajbmeb-2500	18	15	a	a	DET
ajbmeb-2500	18	16	g	g	NOUN
ajbmeb-2500	18	17	e	e	NOUN
ajbmeb-2500	19	1	|	|	NOUN
ajbmeb-2500	19	2	75	75	NUM
ajbmeb-2500	19	3	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-2500	19	4	•	•	NUM
ajbmeb-2500	19	5	electronic	electronic	ADJ
ajbmeb-2500	19	6	document	document	NOUN
ajbmeb-2500	19	7	flow	flow	NOUN
ajbmeb-2500	19	8	:	:	PUNCT
ajbmeb-2500	19	9	facilitating	facilitate	VERB
ajbmeb-2500	19	10	the	the	DET
ajbmeb-2500	19	11	exchange	exchange	NOUN
ajbmeb-2500	19	12	of	of	ADP
ajbmeb-2500	19	13	documents	document	NOUN
ajbmeb-2500	19	14	and	and	CCONJ
ajbmeb-2500	19	15	ensuring	ensure	VERB
ajbmeb-2500	19	16	their	their	PRON
ajbmeb-2500	19	17	legal	legal	ADJ
ajbmeb-2500	19	18	validity	validity	NOUN
ajbmeb-2500	19	19	through	through	ADP
ajbmeb-2500	19	20	digital	digital	ADJ
ajbmeb-2500	19	21	tools	tool	NOUN
ajbmeb-2500	19	22	.	.	PUNCT
ajbmeb-2500	20	1	as	as	ADP
ajbmeb-2500	20	2	a	a	DET
ajbmeb-2500	20	3	result	result	NOUN
ajbmeb-2500	20	4	,	,	PUNCT
ajbmeb-2500	20	5	government	government	NOUN
ajbmeb-2500	20	6	decrees	decree	NOUN
ajbmeb-2500	20	7	and	and	CCONJ
ajbmeb-2500	20	8	resolutions	resolution	NOUN
ajbmeb-2500	20	9	on	on	ADP
ajbmeb-2500	20	10	the	the	DET
ajbmeb-2500	20	11	digital	digital	ADJ
ajbmeb-2500	20	12	economy	economy	NOUN
ajbmeb-2500	20	13	not	not	PART
ajbmeb-2500	20	14	only	only	ADV
ajbmeb-2500	20	15	improve	improve	VERB
ajbmeb-2500	20	16	the	the	DET
ajbmeb-2500	20	17	transparency	transparency	NOUN
ajbmeb-2500	20	18	of	of	ADP
ajbmeb-2500	20	19	economic	economic	ADJ
ajbmeb-2500	20	20	activities	activity	NOUN
ajbmeb-2500	20	21	but	but	CCONJ
ajbmeb-2500	20	22	also	also	ADV
ajbmeb-2500	20	23	elevate	elevate	VERB
ajbmeb-2500	20	24	the	the	DET
ajbmeb-2500	20	25	role	role	NOUN
ajbmeb-2500	20	26	and	and	CCONJ
ajbmeb-2500	20	27	potential	potential	NOUN
ajbmeb-2500	20	28	of	of	ADP
ajbmeb-2500	20	29	internal	internal	ADJ
ajbmeb-2500	20	30	audits	audits	NOUN
ajbmeb-2500	20	31	to	to	ADP
ajbmeb-2500	20	32	a	a	DET
ajbmeb-2500	20	33	new	new	ADJ
ajbmeb-2500	20	34	level	level	NOUN
ajbmeb-2500	20	35	.	.	PUNCT
ajbmeb-2500	21	1	the	the	DET
ajbmeb-2500	21	2	efficiency	efficiency	NOUN
ajbmeb-2500	21	3	of	of	ADP
ajbmeb-2500	21	4	internal	internal	ADJ
ajbmeb-2500	21	5	audits	audits	NOUN
ajbmeb-2500	21	6	in	in	ADP
ajbmeb-2500	21	7	economic	economic	ADJ
ajbmeb-2500	21	8	entities	entity	NOUN
ajbmeb-2500	21	9	is	be	AUX
ajbmeb-2500	21	10	a	a	DET
ajbmeb-2500	21	11	critical	critical	ADJ
ajbmeb-2500	21	12	factor	factor	NOUN
ajbmeb-2500	21	13	in	in	ADP
ajbmeb-2500	21	14	ensuring	ensure	VERB
ajbmeb-2500	21	15	the	the	DET
ajbmeb-2500	21	16	financial	financial	ADJ
ajbmeb-2500	21	17	stability	stability	NOUN
ajbmeb-2500	21	18	of	of	ADP
ajbmeb-2500	21	19	organizations	organization	NOUN
ajbmeb-2500	21	20	.	.	PUNCT
ajbmeb-2500	22	1	however	however	ADV
ajbmeb-2500	22	2	,	,	PUNCT
ajbmeb-2500	22	3	the	the	DET
ajbmeb-2500	22	4	rapid	rapid	ADJ
ajbmeb-2500	22	5	development	development	NOUN
ajbmeb-2500	22	6	of	of	ADP
ajbmeb-2500	22	7	modern	modern	ADJ
ajbmeb-2500	22	8	digital	digital	ADJ
ajbmeb-2500	22	9	technologies	technology	NOUN
ajbmeb-2500	22	10	and	and	CCONJ
ajbmeb-2500	22	11	the	the	DET
ajbmeb-2500	22	12	formation	formation	NOUN
ajbmeb-2500	22	13	of	of	ADP
ajbmeb-2500	22	14	the	the	DET
ajbmeb-2500	22	15	digital	digital	ADJ
ajbmeb-2500	22	16	economy	economy	NOUN
ajbmeb-2500	22	17	necessitate	necessitate	ADJ
ajbmeb-2500	22	18	fundamental	fundamental	ADJ
ajbmeb-2500	22	19	changes	change	NOUN
ajbmeb-2500	22	20	in	in	ADP
ajbmeb-2500	22	21	this	this	DET
ajbmeb-2500	22	22	field	field	NOUN
ajbmeb-2500	22	23	.	.	PUNCT
ajbmeb-2500	23	1	the	the	DET
ajbmeb-2500	23	2	digital	digital	ADJ
ajbmeb-2500	23	3	economy	economy	NOUN
ajbmeb-2500	23	4	not	not	PART
ajbmeb-2500	23	5	only	only	ADV
ajbmeb-2500	23	6	enables	enable	VERB
ajbmeb-2500	23	7	the	the	DET
ajbmeb-2500	23	8	automation	automation	NOUN
ajbmeb-2500	23	9	and	and	CCONJ
ajbmeb-2500	23	10	acceleration	acceleration	NOUN
ajbmeb-2500	23	11	of	of	ADP
ajbmeb-2500	23	12	internal	internal	ADJ
ajbmeb-2500	23	13	audit	audit	NOUN
ajbmeb-2500	23	14	processes	process	NOUN
ajbmeb-2500	23	15	but	but	CCONJ
ajbmeb-2500	23	16	also	also	ADV
ajbmeb-2500	23	17	helps	help	VERB
ajbmeb-2500	23	18	reduce	reduce	VERB
ajbmeb-2500	23	19	errors	error	NOUN
ajbmeb-2500	23	20	,	,	PUNCT
ajbmeb-2500	23	21	increase	increase	VERB
ajbmeb-2500	23	22	the	the	DET
ajbmeb-2500	23	23	transparency	transparency	NOUN
ajbmeb-2500	23	24	of	of	ADP
ajbmeb-2500	23	25	financial	financial	ADJ
ajbmeb-2500	23	26	operations	operation	NOUN
ajbmeb-2500	23	27	,	,	PUNCT
ajbmeb-2500	23	28	and	and	CCONJ
ajbmeb-2500	23	29	improve	improve	VERB
ajbmeb-2500	23	30	risk	risk	NOUN
ajbmeb-2500	23	31	detection	detection	NOUN
ajbmeb-2500	23	32	,	,	PUNCT
ajbmeb-2500	23	33	ultimately	ultimately	ADV
ajbmeb-2500	23	34	enhancing	enhance	VERB
ajbmeb-2500	23	35	the	the	DET
ajbmeb-2500	23	36	overall	overall	ADJ
ajbmeb-2500	23	37	efficiency	efficiency	NOUN
ajbmeb-2500	23	38	of	of	ADP
ajbmeb-2500	23	39	organizations	organization	NOUN
ajbmeb-2500	23	40	.	.	PUNCT
ajbmeb-2500	24	1	this	this	DET
ajbmeb-2500	24	2	study	study	NOUN
ajbmeb-2500	24	3	examines	examine	VERB
ajbmeb-2500	24	4	the	the	DET
ajbmeb-2500	24	5	importance	importance	NOUN
ajbmeb-2500	24	6	and	and	CCONJ
ajbmeb-2500	24	7	benefits	benefit	NOUN
ajbmeb-2500	24	8	of	of	ADP
ajbmeb-2500	24	9	the	the	DET
ajbmeb-2500	24	10	digital	digital	ADJ
ajbmeb-2500	24	11	economy	economy	NOUN
ajbmeb-2500	24	12	in	in	ADP
ajbmeb-2500	24	13	improving	improve	VERB
ajbmeb-2500	24	14	internal	internal	ADJ
ajbmeb-2500	24	15	audit	audit	NOUN
ajbmeb-2500	24	16	processes	process	NOUN
ajbmeb-2500	24	17	in	in	ADP
ajbmeb-2500	24	18	economic	economic	ADJ
ajbmeb-2500	24	19	entities	entity	NOUN
ajbmeb-2500	24	20	.	.	PUNCT
ajbmeb-2500	25	1	it	it	PRON
ajbmeb-2500	25	2	also	also	ADV
ajbmeb-2500	25	3	analyzes	analyze	VERB
ajbmeb-2500	25	4	the	the	DET
ajbmeb-2500	25	5	opportunities	opportunity	NOUN
ajbmeb-2500	25	6	provided	provide	VERB
ajbmeb-2500	25	7	by	by	ADP
ajbmeb-2500	25	8	artificial	artificial	ADJ
ajbmeb-2500	25	9	intelligence	intelligence	NOUN
ajbmeb-2500	25	10	,	,	PUNCT
ajbmeb-2500	25	11	big	big	ADJ
ajbmeb-2500	25	12	data	datum	NOUN
ajbmeb-2500	25	13	,	,	PUNCT
ajbmeb-2500	25	14	blockchain	blockchain	NOUN
ajbmeb-2500	25	15	,	,	PUNCT
ajbmeb-2500	25	16	and	and	CCONJ
ajbmeb-2500	25	17	cloud	cloud	NOUN
ajbmeb-2500	25	18	technologies	technology	NOUN
ajbmeb-2500	25	19	in	in	ADP
ajbmeb-2500	25	20	internal	internal	ADJ
ajbmeb-2500	25	21	auditing	auditing	NOUN
ajbmeb-2500	25	22	and	and	CCONJ
ajbmeb-2500	25	23	their	their	PRON
ajbmeb-2500	25	24	impact	impact	NOUN
ajbmeb-2500	25	25	on	on	ADP
ajbmeb-2500	25	26	the	the	DET
ajbmeb-2500	25	27	financial	financial	ADJ
ajbmeb-2500	25	28	condition	condition	NOUN
ajbmeb-2500	25	29	of	of	ADP
ajbmeb-2500	25	30	entities	entity	NOUN
ajbmeb-2500	25	31	.	.	PUNCT
ajbmeb-2500	26	1	the	the	DET
ajbmeb-2500	26	2	development	development	NOUN
ajbmeb-2500	26	3	of	of	ADP
ajbmeb-2500	26	4	the	the	DET
ajbmeb-2500	26	5	digital	digital	ADJ
ajbmeb-2500	26	6	economy	economy	NOUN
ajbmeb-2500	26	7	creates	create	VERB
ajbmeb-2500	26	8	significant	significant	ADJ
ajbmeb-2500	26	9	opportunities	opportunity	NOUN
ajbmeb-2500	26	10	to	to	PART
ajbmeb-2500	26	11	enhance	enhance	VERB
ajbmeb-2500	26	12	the	the	DET
ajbmeb-2500	26	13	efficiency	efficiency	NOUN
ajbmeb-2500	26	14	of	of	ADP
ajbmeb-2500	26	15	internal	internal	ADJ
ajbmeb-2500	26	16	audit	audit	NOUN
ajbmeb-2500	26	17	processes	process	NOUN
ajbmeb-2500	26	18	within	within	ADP
ajbmeb-2500	26	19	economic	economic	ADJ
ajbmeb-2500	26	20	entities	entity	NOUN
ajbmeb-2500	26	21	.	.	PUNCT
ajbmeb-2500	27	1	as	as	ADP
ajbmeb-2500	27	2	a	a	DET
ajbmeb-2500	27	3	result	result	NOUN
ajbmeb-2500	27	4	,	,	PUNCT
ajbmeb-2500	27	5	it	it	PRON
ajbmeb-2500	27	6	enables	enable	VERB
ajbmeb-2500	27	7	automation	automation	NOUN
ajbmeb-2500	27	8	of	of	ADP
ajbmeb-2500	27	9	auditing	auditing	NOUN
ajbmeb-2500	27	10	,	,	PUNCT
ajbmeb-2500	27	11	reduces	reduce	VERB
ajbmeb-2500	27	12	errors	error	NOUN
ajbmeb-2500	27	13	,	,	PUNCT
ajbmeb-2500	27	14	and	and	CCONJ
ajbmeb-2500	27	15	ensures	ensure	VERB
ajbmeb-2500	27	16	the	the	DET
ajbmeb-2500	27	17	accuracy	accuracy	NOUN
ajbmeb-2500	27	18	and	and	CCONJ
ajbmeb-2500	27	19	timeliness	timeliness	NOUN
ajbmeb-2500	27	20	of	of	ADP
ajbmeb-2500	27	21	financial	financial	ADJ
ajbmeb-2500	27	22	information	information	NOUN
ajbmeb-2500	27	23	.	.	PUNCT
ajbmeb-2500	28	1	key	key	ADJ
ajbmeb-2500	28	2	advantages	advantage	NOUN
ajbmeb-2500	28	3	of	of	ADP
ajbmeb-2500	28	4	the	the	DET
ajbmeb-2500	28	5	digital	digital	ADJ
ajbmeb-2500	28	6	economy	economy	NOUN
ajbmeb-2500	28	7	in	in	ADP
ajbmeb-2500	28	8	conducting	conduct	VERB
ajbmeb-2500	28	9	internal	internal	ADJ
ajbmeb-2500	28	10	audits	audit	NOUN
ajbmeb-2500	28	11	:	:	PUNCT
ajbmeb-2500	28	12	1	1	X
ajbmeb-2500	28	13	.	.	X
ajbmeb-2500	28	14	speed	speed	NOUN
ajbmeb-2500	28	15	and	and	CCONJ
ajbmeb-2500	28	16	efficiency	efficiency	NOUN
ajbmeb-2500	28	17	:	:	PUNCT
ajbmeb-2500	28	18	digital	digital	ADJ
ajbmeb-2500	28	19	technologies	technology	NOUN
ajbmeb-2500	28	20	accelerate	accelerate	VERB
ajbmeb-2500	28	21	internal	internal	ADJ
ajbmeb-2500	28	22	audit	audit	NOUN
ajbmeb-2500	28	23	processes	process	NOUN
ajbmeb-2500	28	24	,	,	PUNCT
ajbmeb-2500	28	25	allowing	allow	VERB
ajbmeb-2500	28	26	automatic	automatic	ADJ
ajbmeb-2500	28	27	analysis	analysis	NOUN
ajbmeb-2500	28	28	of	of	ADP
ajbmeb-2500	28	29	financial	financial	ADJ
ajbmeb-2500	28	30	data	datum	NOUN
ajbmeb-2500	28	31	and	and	CCONJ
ajbmeb-2500	28	32	saving	save	VERB
ajbmeb-2500	28	33	auditors	auditor	NOUN
ajbmeb-2500	28	34	significant	significant	ADJ
ajbmeb-2500	28	35	time	time	NOUN
ajbmeb-2500	28	36	.	.	PUNCT
ajbmeb-2500	29	1	2	2	X
ajbmeb-2500	29	2	.	.	NOUN
ajbmeb-2500	29	3	error	error	NOUN
ajbmeb-2500	29	4	reduction	reduction	NOUN
ajbmeb-2500	29	5	:	:	PUNCT
ajbmeb-2500	29	6	digital	digital	ADJ
ajbmeb-2500	29	7	tools	tool	NOUN
ajbmeb-2500	29	8	minimize	minimize	VERB
ajbmeb-2500	29	9	human	human	ADJ
ajbmeb-2500	29	10	errors	error	NOUN
ajbmeb-2500	29	11	.	.	PUNCT
ajbmeb-2500	30	1	automated	automate	VERB
ajbmeb-2500	30	2	systems	system	NOUN
ajbmeb-2500	30	3	process	process	NOUN
ajbmeb-2500	30	4	data	datum	NOUN
ajbmeb-2500	30	5	with	with	ADP
ajbmeb-2500	30	6	a	a	DET
ajbmeb-2500	30	7	single	single	ADJ
ajbmeb-2500	30	8	entry	entry	NOUN
ajbmeb-2500	30	9	,	,	PUNCT
ajbmeb-2500	30	10	reducing	reduce	VERB
ajbmeb-2500	30	11	the	the	DET
ajbmeb-2500	30	12	likelihood	likelihood	NOUN
ajbmeb-2500	30	13	of	of	ADP
ajbmeb-2500	30	14	mistakes	mistake	NOUN
ajbmeb-2500	30	15	.	.	PUNCT
ajbmeb-2500	31	1	3	3	X
ajbmeb-2500	31	2	.	.	X
ajbmeb-2500	31	3	transparency	transparency	NOUN
ajbmeb-2500	31	4	and	and	CCONJ
ajbmeb-2500	31	5	traceability	traceability	NOUN
ajbmeb-2500	31	6	:	:	PUNCT
ajbmeb-2500	31	7	systems	system	NOUN
ajbmeb-2500	31	8	based	base	VERB
ajbmeb-2500	31	9	on	on	ADP
ajbmeb-2500	31	10	electronic	electronic	ADJ
ajbmeb-2500	31	11	documentation	documentation	NOUN
ajbmeb-2500	31	12	and	and	CCONJ
ajbmeb-2500	31	13	databases	database	NOUN
ajbmeb-2500	31	14	make	make	VERB
ajbmeb-2500	31	15	it	it	PRON
ajbmeb-2500	31	16	easier	easy	ADJ
ajbmeb-2500	31	17	to	to	PART
ajbmeb-2500	31	18	track	track	VERB
ajbmeb-2500	31	19	and	and	CCONJ
ajbmeb-2500	31	20	monitor	monitor	VERB
ajbmeb-2500	31	21	financial	financial	ADJ
ajbmeb-2500	31	22	data	datum	NOUN
ajbmeb-2500	31	23	.	.	PUNCT
ajbmeb-2500	32	1	auditors	auditor	NOUN
ajbmeb-2500	32	2	can	can	AUX
ajbmeb-2500	32	3	analyze	analyze	VERB
ajbmeb-2500	32	4	all	all	DET
ajbmeb-2500	32	5	financial	financial	ADJ
ajbmeb-2500	32	6	operations	operation	NOUN
ajbmeb-2500	32	7	in	in	ADP
ajbmeb-2500	32	8	real	real	ADJ
ajbmeb-2500	32	9	-	-	PUNCT
ajbmeb-2500	32	10	time	time	NOUN
ajbmeb-2500	32	11	and	and	CCONJ
ajbmeb-2500	32	12	identify	identify	VERB
ajbmeb-2500	32	13	potential	potential	ADJ
ajbmeb-2500	32	14	risks	risk	NOUN
ajbmeb-2500	32	15	in	in	ADP
ajbmeb-2500	32	16	advance	advance	NOUN
ajbmeb-2500	32	17	.	.	PUNCT
ajbmeb-2500	33	1	4	4	X
ajbmeb-2500	33	2	.	.	X
ajbmeb-2500	33	3	risk	risk	NOUN
ajbmeb-2500	33	4	management	management	NOUN
ajbmeb-2500	33	5	:	:	PUNCT
ajbmeb-2500	33	6	digital	digital	ADJ
ajbmeb-2500	33	7	technologies	technology	NOUN
ajbmeb-2500	33	8	enhance	enhance	VERB
ajbmeb-2500	33	9	the	the	DET
ajbmeb-2500	33	10	ability	ability	NOUN
ajbmeb-2500	33	11	to	to	PART
ajbmeb-2500	33	12	identify	identify	VERB
ajbmeb-2500	33	13	and	and	CCONJ
ajbmeb-2500	33	14	manage	manage	VERB
ajbmeb-2500	33	15	risks	risk	NOUN
ajbmeb-2500	33	16	in	in	ADP
ajbmeb-2500	33	17	internal	internal	ADJ
ajbmeb-2500	33	18	audits	audits	NOUN
ajbmeb-2500	33	19	.	.	PUNCT
ajbmeb-2500	34	1	by	by	ADP
ajbmeb-2500	34	2	analyzing	analyze	VERB
ajbmeb-2500	34	3	large	large	ADJ
ajbmeb-2500	34	4	datasets	dataset	NOUN
ajbmeb-2500	34	5	,	,	PUNCT
ajbmeb-2500	34	6	systematic	systematic	ADJ
ajbmeb-2500	34	7	and	and	CCONJ
ajbmeb-2500	34	8	unconventional	unconventional	ADJ
ajbmeb-2500	34	9	risk	risk	NOUN
ajbmeb-2500	34	10	factors	factor	NOUN
ajbmeb-2500	34	11	can	can	AUX
ajbmeb-2500	34	12	be	be	AUX
ajbmeb-2500	34	13	detected	detect	VERB
ajbmeb-2500	34	14	,	,	PUNCT
ajbmeb-2500	34	15	enabling	enable	VERB
ajbmeb-2500	34	16	the	the	DET
ajbmeb-2500	34	17	implementation	implementation	NOUN
ajbmeb-2500	34	18	of	of	ADP
ajbmeb-2500	34	19	appropriate	appropriate	ADJ
ajbmeb-2500	34	20	measures	measure	NOUN
ajbmeb-2500	34	21	.	.	PUNCT
ajbmeb-2500	35	1	5	5	X
ajbmeb-2500	35	2	.	.	X
ajbmeb-2500	35	3	decision	decision	NOUN
ajbmeb-2500	35	4	support	support	NOUN
ajbmeb-2500	35	5	:	:	PUNCT
ajbmeb-2500	35	6	analytical	analytical	ADJ
ajbmeb-2500	35	7	software	software	NOUN
ajbmeb-2500	35	8	and	and	CCONJ
ajbmeb-2500	35	9	artificial	artificial	ADJ
ajbmeb-2500	35	10	intelligence	intelligence	NOUN
ajbmeb-2500	35	11	tools	tool	NOUN
ajbmeb-2500	35	12	provide	provide	VERB
ajbmeb-2500	35	13	detailed	detailed	ADJ
ajbmeb-2500	35	14	financial	financial	ADJ
ajbmeb-2500	35	15	data	datum	NOUN
ajbmeb-2500	35	16	analysis	analysis	NOUN
ajbmeb-2500	35	17	,	,	PUNCT
ajbmeb-2500	35	18	allowing	allow	VERB
ajbmeb-2500	35	19	managers	manager	NOUN
ajbmeb-2500	35	20	to	to	PART
ajbmeb-2500	35	21	make	make	VERB
ajbmeb-2500	35	22	accurate	accurate	ADJ
ajbmeb-2500	35	23	and	and	CCONJ
ajbmeb-2500	35	24	timely	timely	ADJ
ajbmeb-2500	35	25	decisions	decision	NOUN
ajbmeb-2500	35	26	.	.	PUNCT
ajbmeb-2500	36	1	in	in	ADP
ajbmeb-2500	36	2	the	the	DET
ajbmeb-2500	36	3	context	context	NOUN
ajbmeb-2500	36	4	of	of	ADP
ajbmeb-2500	36	5	the	the	DET
ajbmeb-2500	36	6	digital	digital	ADJ
ajbmeb-2500	36	7	economy	economy	NOUN
ajbmeb-2500	36	8	,	,	PUNCT
ajbmeb-2500	36	9	the	the	DET
ajbmeb-2500	36	10	main	main	ADJ
ajbmeb-2500	36	11	directions	direction	NOUN
ajbmeb-2500	36	12	for	for	ADP
ajbmeb-2500	36	13	improving	improve	VERB
ajbmeb-2500	36	14	internal	internal	ADJ
ajbmeb-2500	36	15	audit	audit	NOUN
ajbmeb-2500	36	16	processes	process	NOUN
ajbmeb-2500	36	17	are	be	AUX
ajbmeb-2500	36	18	as	as	SCONJ
ajbmeb-2500	36	19	follows	follow	VERB
ajbmeb-2500	36	20	:	:	PUNCT
ajbmeb-2500	36	21	1	1	X
ajbmeb-2500	36	22	.	.	X
ajbmeb-2500	36	23	utilizing	utilize	VERB
ajbmeb-2500	36	24	big	big	ADJ
ajbmeb-2500	36	25	data	datum	NOUN
ajbmeb-2500	36	26	technologies	technology	NOUN
ajbmeb-2500	36	27	:	:	PUNCT
ajbmeb-2500	36	28	analyzing	analyze	VERB
ajbmeb-2500	36	29	large	large	ADJ
ajbmeb-2500	36	30	volumes	volume	NOUN
ajbmeb-2500	36	31	of	of	ADP
ajbmeb-2500	36	32	data	datum	NOUN
ajbmeb-2500	36	33	helps	help	VERB
ajbmeb-2500	36	34	make	make	VERB
ajbmeb-2500	36	35	internal	internal	ADJ
ajbmeb-2500	36	36	auditing	auditing	NOUN
ajbmeb-2500	36	37	more	more	ADV
ajbmeb-2500	36	38	effective	effective	ADJ
ajbmeb-2500	36	39	.	.	PUNCT
ajbmeb-2500	37	1	this	this	PRON
ajbmeb-2500	37	2	raises	raise	VERB
ajbmeb-2500	37	3	the	the	DET
ajbmeb-2500	37	4	question	question	NOUN
ajbmeb-2500	37	5	:	:	PUNCT
ajbmeb-2500	37	6	what	what	PRON
ajbmeb-2500	37	7	exactly	exactly	ADV
ajbmeb-2500	37	8	is	be	AUX
ajbmeb-2500	37	9	big	big	ADJ
ajbmeb-2500	37	10	data	datum	NOUN
ajbmeb-2500	37	11	?	?	PUNCT
ajbmeb-2500	38	1	it	it	PRON
ajbmeb-2500	38	2	encompasses	encompass	VERB
ajbmeb-2500	38	3	methods	method	NOUN
ajbmeb-2500	38	4	and	and	CCONJ
ajbmeb-2500	38	5	tools	tool	NOUN
ajbmeb-2500	38	6	used	use	VERB
ajbmeb-2500	38	7	for	for	ADP
ajbmeb-2500	38	8	collecting	collecting	NOUN
ajbmeb-2500	38	9	,	,	PUNCT
ajbmeb-2500	38	10	storing	storing	NOUN
ajbmeb-2500	38	11	,	,	PUNCT
ajbmeb-2500	38	12	processing	processing	NOUN
ajbmeb-2500	38	13	,	,	PUNCT
ajbmeb-2500	38	14	and	and	CCONJ
ajbmeb-2500	38	15	analyzing	analyze	VERB
ajbmeb-2500	38	16	large	large	ADJ
ajbmeb-2500	38	17	volumes	volume	NOUN
ajbmeb-2500	38	18	of	of	ADP
ajbmeb-2500	38	19	data	datum	NOUN
ajbmeb-2500	38	20	.	.	PUNCT
ajbmeb-2500	39	1	these	these	DET
ajbmeb-2500	39	2	tools	tool	NOUN
ajbmeb-2500	39	3	include	include	VERB
ajbmeb-2500	39	4	:	:	PUNCT
ajbmeb-2500	39	5	o	o	NOUN
ajbmeb-2500	39	6	hadoop	hadoop	NOUN
ajbmeb-2500	39	7	:	:	PUNCT
ajbmeb-2500	39	8	an	an	DET
ajbmeb-2500	39	9	open	open	ADJ
ajbmeb-2500	39	10	-	-	PUNCT
ajbmeb-2500	39	11	source	source	NOUN
ajbmeb-2500	39	12	platform	platform	NOUN
ajbmeb-2500	39	13	widely	widely	ADV
ajbmeb-2500	39	14	used	use	VERB
ajbmeb-2500	39	15	for	for	ADP
ajbmeb-2500	39	16	storing	store	VERB
ajbmeb-2500	39	17	and	and	CCONJ
ajbmeb-2500	39	18	processing	process	VERB
ajbmeb-2500	39	19	large	large	ADJ
ajbmeb-2500	39	20	volumes	volume	NOUN
ajbmeb-2500	39	21	of	of	ADP
ajbmeb-2500	39	22	data	data	PROPN
ajbmeb-2500	39	23	.	.	PUNCT
ajbmeb-2500	40	1	the	the	DET
ajbmeb-2500	40	2	core	core	ADJ
ajbmeb-2500	40	3	components	component	NOUN
ajbmeb-2500	40	4	of	of	ADP
ajbmeb-2500	40	5	hadoop	hadoop	NOUN
ajbmeb-2500	40	6	are	be	AUX
ajbmeb-2500	40	7	hdfs	hdfs	NOUN
ajbmeb-2500	40	8	(	(	PUNCT
ajbmeb-2500	40	9	hadoop	hadoop	NOUN
ajbmeb-2500	40	10	distributed	distribute	VERB
ajbmeb-2500	40	11	file	file	NOUN
ajbmeb-2500	40	12	system	system	NOUN
ajbmeb-2500	40	13	)	)	PUNCT
ajbmeb-2500	40	14	and	and	CCONJ
ajbmeb-2500	40	15	mapreduce	mapreduce	PROPN
ajbmeb-2500	40	16	,	,	PUNCT
ajbmeb-2500	40	17	which	which	PRON
ajbmeb-2500	40	18	allow	allow	VERB
ajbmeb-2500	40	19	large	large	ADJ
ajbmeb-2500	40	20	-	-	PUNCT
ajbmeb-2500	40	21	scale	scale	NOUN
ajbmeb-2500	40	22	data	datum	NOUN
ajbmeb-2500	40	23	to	to	PART
ajbmeb-2500	40	24	be	be	AUX
ajbmeb-2500	40	25	processed	process	VERB
ajbmeb-2500	40	26	in	in	ADP
ajbmeb-2500	40	27	parallel	parallel	NOUN
ajbmeb-2500	40	28	.	.	PUNCT
ajbmeb-2500	41	1	o	o	NOUN
ajbmeb-2500	41	2	spark	spark	NOUN
ajbmeb-2500	41	3	:	:	PUNCT
ajbmeb-2500	41	4	a	a	DET
ajbmeb-2500	41	5	platform	platform	NOUN
ajbmeb-2500	41	6	used	use	VERB
ajbmeb-2500	41	7	for	for	ADP
ajbmeb-2500	41	8	high	high	ADJ
ajbmeb-2500	41	9	-	-	PUNCT
ajbmeb-2500	41	10	speed	speed	NOUN
ajbmeb-2500	41	11	data	datum	NOUN
ajbmeb-2500	41	12	processing	processing	NOUN
ajbmeb-2500	41	13	,	,	PUNCT
ajbmeb-2500	41	14	enabling	enable	VERB
ajbmeb-2500	41	15	real	real	ADJ
ajbmeb-2500	41	16	-	-	PUNCT
ajbmeb-2500	41	17	time	time	NOUN
ajbmeb-2500	41	18	analysis	analysis	NOUN
ajbmeb-2500	41	19	of	of	ADP
ajbmeb-2500	41	20	large	large	ADJ
ajbmeb-2500	41	21	volumes	volume	NOUN
ajbmeb-2500	41	22	of	of	ADP
ajbmeb-2500	41	23	data	data	PROPN
ajbmeb-2500	41	24	.	.	PUNCT
ajbmeb-2500	42	1	the	the	DET
ajbmeb-2500	42	2	main	main	ADJ
ajbmeb-2500	42	3	advantages	advantage	NOUN
ajbmeb-2500	42	4	of	of	ADP
ajbmeb-2500	42	5	spark	spark	NOUN
ajbmeb-2500	42	6	are	be	AUX
ajbmeb-2500	42	7	its	its	PRON
ajbmeb-2500	42	8	speed	speed	NOUN
ajbmeb-2500	42	9	and	and	CCONJ
ajbmeb-2500	42	10	ability	ability	NOUN
ajbmeb-2500	42	11	to	to	PART
ajbmeb-2500	42	12	work	work	VERB
ajbmeb-2500	42	13	with	with	ADP
ajbmeb-2500	42	14	diverse	diverse	ADJ
ajbmeb-2500	42	15	data	datum	NOUN
ajbmeb-2500	42	16	types	type	NOUN
ajbmeb-2500	42	17	.	.	PUNCT
ajbmeb-2500	43	1	american	american	ADJ
ajbmeb-2500	43	2	journal	journal	PROPN
ajbmeb-2500	43	3	of	of	ADP
ajbmeb-2500	43	4	business	business	NOUN
ajbmeb-2500	43	5	management	management	NOUN
ajbmeb-2500	43	6	,	,	PUNCT
ajbmeb-2500	43	7	economics	economic	NOUN
ajbmeb-2500	43	8	and	and	CCONJ
ajbmeb-2500	43	9	banking	banking	NOUN
ajbmeb-2500	43	10	volume	volume	NOUN
ajbmeb-2500	43	11	30	30	NUM
ajbmeb-2500	43	12	november	november	PROPN
ajbmeb-2500	43	13	2024	2024	NUM
ajbmeb-2500	43	14	p	p	NOUN
ajbmeb-2500	43	15	a	a	PRON
ajbmeb-2500	43	16	g	g	NOUN
ajbmeb-2500	43	17	e	e	NOUN
ajbmeb-2500	44	1	|	|	ADV
ajbmeb-2500	44	2	76	76	NUM
ajbmeb-2500	44	3	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-2500	44	4	o	o	NOUN
ajbmeb-2500	44	5	nosql	nosql	ADJ
ajbmeb-2500	44	6	databases	database	NOUN
ajbmeb-2500	44	7	:	:	PUNCT
ajbmeb-2500	44	8	databases	database	NOUN
ajbmeb-2500	44	9	such	such	ADJ
ajbmeb-2500	44	10	as	as	ADP
ajbmeb-2500	44	11	mongodb	mongodb	NOUN
ajbmeb-2500	44	12	,	,	PUNCT
ajbmeb-2500	44	13	cassandra	cassandra	NOUN
ajbmeb-2500	44	14	,	,	PUNCT
ajbmeb-2500	44	15	and	and	CCONJ
ajbmeb-2500	44	16	hbase	hbase	NOUN
ajbmeb-2500	44	17	are	be	AUX
ajbmeb-2500	44	18	designed	design	VERB
ajbmeb-2500	44	19	to	to	PART
ajbmeb-2500	44	20	work	work	VERB
ajbmeb-2500	44	21	with	with	ADP
ajbmeb-2500	44	22	unstructured	unstructured	ADJ
ajbmeb-2500	44	23	data	datum	NOUN
ajbmeb-2500	44	24	,	,	PUNCT
ajbmeb-2500	44	25	unlike	unlike	ADP
ajbmeb-2500	44	26	traditional	traditional	ADJ
ajbmeb-2500	44	27	sql	sql	NOUN
ajbmeb-2500	44	28	(	(	PUNCT
ajbmeb-2500	44	29	structured	structured	ADJ
ajbmeb-2500	44	30	query	query	NOUN
ajbmeb-2500	44	31	language	language	NOUN
ajbmeb-2500	44	32	)	)	PUNCT
ajbmeb-2500	44	33	databases	database	NOUN
ajbmeb-2500	44	34	.	.	PUNCT
ajbmeb-2500	45	1	they	they	PRON
ajbmeb-2500	45	2	are	be	AUX
ajbmeb-2500	45	3	efficient	efficient	ADJ
ajbmeb-2500	45	4	for	for	ADP
ajbmeb-2500	45	5	handling	handle	VERB
ajbmeb-2500	45	6	large	large	ADJ
ajbmeb-2500	45	7	datasets	dataset	NOUN
ajbmeb-2500	45	8	and	and	CCONJ
ajbmeb-2500	45	9	performing	perform	VERB
ajbmeb-2500	45	10	various	various	ADJ
ajbmeb-2500	45	11	analytical	analytical	ADJ
ajbmeb-2500	45	12	tasks	task	NOUN
ajbmeb-2500	45	13	.	.	PUNCT
ajbmeb-2500	46	1	o	o	PROPN
ajbmeb-2500	46	2	data	data	PROPN
ajbmeb-2500	46	3	lake	lake	NOUN
ajbmeb-2500	46	4	:	:	PUNCT
ajbmeb-2500	46	5	a	a	DET
ajbmeb-2500	46	6	storage	storage	NOUN
ajbmeb-2500	46	7	repository	repository	NOUN
ajbmeb-2500	46	8	designed	design	VERB
ajbmeb-2500	46	9	to	to	PART
ajbmeb-2500	46	10	hold	hold	VERB
ajbmeb-2500	46	11	structured	structured	ADJ
ajbmeb-2500	46	12	and	and	CCONJ
ajbmeb-2500	46	13	unstructured	unstructured	ADJ
ajbmeb-2500	46	14	data	datum	NOUN
ajbmeb-2500	46	15	in	in	ADP
ajbmeb-2500	46	16	large	large	ADJ
ajbmeb-2500	46	17	quantities	quantity	NOUN
ajbmeb-2500	46	18	.	.	PUNCT
ajbmeb-2500	47	1	it	it	PRON
ajbmeb-2500	47	2	allows	allow	VERB
ajbmeb-2500	47	3	for	for	ADP
ajbmeb-2500	47	4	storing	store	VERB
ajbmeb-2500	47	5	data	datum	NOUN
ajbmeb-2500	47	6	for	for	ADP
ajbmeb-2500	47	7	later	later	ADJ
ajbmeb-2500	47	8	analysis	analysis	NOUN
ajbmeb-2500	47	9	and	and	CCONJ
ajbmeb-2500	47	10	processing	processing	NOUN
ajbmeb-2500	47	11	,	,	PUNCT
ajbmeb-2500	47	12	giving	give	VERB
ajbmeb-2500	47	13	the	the	DET
ajbmeb-2500	47	14	ability	ability	NOUN
ajbmeb-2500	47	15	to	to	PART
ajbmeb-2500	47	16	store	store	VERB
ajbmeb-2500	47	17	data	datum	NOUN
ajbmeb-2500	47	18	in	in	ADP
ajbmeb-2500	47	19	its	its	PRON
ajbmeb-2500	47	20	full	full	ADJ
ajbmeb-2500	47	21	size	size	NOUN
ajbmeb-2500	47	22	and	and	CCONJ
ajbmeb-2500	47	23	conduct	conduct	VERB
ajbmeb-2500	47	24	in	in	ADP
ajbmeb-2500	47	25	-	-	PUNCT
ajbmeb-2500	47	26	depth	depth	NOUN
ajbmeb-2500	47	27	analysis	analysis	NOUN
ajbmeb-2500	47	28	in	in	ADP
ajbmeb-2500	47	29	the	the	DET
ajbmeb-2500	47	30	future	future	NOUN
ajbmeb-2500	47	31	.	.	PUNCT
ajbmeb-2500	48	1	o	o	NOUN
ajbmeb-2500	48	2	data	datum	NOUN
ajbmeb-2500	48	3	analytics	analytic	NOUN
ajbmeb-2500	48	4	tools	tool	NOUN
ajbmeb-2500	48	5	:	:	PUNCT
ajbmeb-2500	48	6	programming	programming	NOUN
ajbmeb-2500	48	7	languages	language	NOUN
ajbmeb-2500	48	8	such	such	ADJ
ajbmeb-2500	48	9	as	as	ADP
ajbmeb-2500	48	10	r	r	NOUN
ajbmeb-2500	48	11	and	and	CCONJ
ajbmeb-2500	48	12	python	python	NOUN
ajbmeb-2500	48	13	,	,	PUNCT
ajbmeb-2500	48	14	along	along	ADP
ajbmeb-2500	48	15	with	with	ADP
ajbmeb-2500	48	16	visualization	visualization	NOUN
ajbmeb-2500	48	17	tools	tool	NOUN
ajbmeb-2500	48	18	like	like	ADP
ajbmeb-2500	48	19	tableau	tableau	PROPN
ajbmeb-2500	48	20	and	and	CCONJ
ajbmeb-2500	48	21	power	power	NOUN
ajbmeb-2500	48	22	bi	bi	PROPN
ajbmeb-2500	48	23	,	,	PUNCT
ajbmeb-2500	48	24	are	be	AUX
ajbmeb-2500	48	25	widely	widely	ADV
ajbmeb-2500	48	26	used	use	VERB
ajbmeb-2500	48	27	for	for	ADP
ajbmeb-2500	48	28	analyzing	analyze	VERB
ajbmeb-2500	48	29	big	big	ADJ
ajbmeb-2500	48	30	data	datum	NOUN
ajbmeb-2500	48	31	.	.	PUNCT
ajbmeb-2500	49	1	these	these	DET
ajbmeb-2500	49	2	tools	tool	NOUN
ajbmeb-2500	49	3	make	make	VERB
ajbmeb-2500	49	4	it	it	PRON
ajbmeb-2500	49	5	possible	possible	ADJ
ajbmeb-2500	49	6	to	to	PART
ajbmeb-2500	49	7	interpret	interpret	VERB
ajbmeb-2500	49	8	large	large	ADJ
ajbmeb-2500	49	9	datasets	dataset	NOUN
ajbmeb-2500	49	10	through	through	ADP
ajbmeb-2500	49	11	intuitive	intuitive	ADJ
ajbmeb-2500	49	12	and	and	CCONJ
ajbmeb-2500	49	13	engaging	engaging	ADJ
ajbmeb-2500	49	14	graphics	graphic	NOUN
ajbmeb-2500	49	15	.	.	PUNCT
ajbmeb-2500	50	1	internal	internal	ADJ
ajbmeb-2500	50	2	audit	audit	NOUN
ajbmeb-2500	50	3	processes	process	NOUN
ajbmeb-2500	50	4	often	often	ADV
ajbmeb-2500	50	5	require	require	VERB
ajbmeb-2500	50	6	analyzing	analyze	VERB
ajbmeb-2500	50	7	large	large	ADJ
ajbmeb-2500	50	8	volumes	volume	NOUN
ajbmeb-2500	50	9	of	of	ADP
ajbmeb-2500	50	10	data	data	PROPN
ajbmeb-2500	50	11	.	.	PUNCT
ajbmeb-2500	51	1	traditional	traditional	ADJ
ajbmeb-2500	51	2	methods	method	NOUN
ajbmeb-2500	51	3	are	be	AUX
ajbmeb-2500	51	4	often	often	ADV
ajbmeb-2500	51	5	inefficient	inefficient	ADJ
ajbmeb-2500	51	6	for	for	ADP
ajbmeb-2500	51	7	handling	handle	VERB
ajbmeb-2500	51	8	such	such	ADJ
ajbmeb-2500	51	9	data	datum	NOUN
ajbmeb-2500	51	10	due	due	ADP
ajbmeb-2500	51	11	to	to	ADP
ajbmeb-2500	51	12	its	its	PRON
ajbmeb-2500	51	13	size	size	NOUN
ajbmeb-2500	51	14	,	,	PUNCT
ajbmeb-2500	51	15	complexity	complexity	NOUN
ajbmeb-2500	51	16	,	,	PUNCT
ajbmeb-2500	51	17	and	and	CCONJ
ajbmeb-2500	51	18	speed	speed	NOUN
ajbmeb-2500	51	19	.	.	PUNCT
ajbmeb-2500	52	1	big	big	ADJ
ajbmeb-2500	52	2	data	datum	NOUN
ajbmeb-2500	52	3	technologies	technology	NOUN
ajbmeb-2500	52	4	address	address	VERB
ajbmeb-2500	52	5	these	these	DET
ajbmeb-2500	52	6	issues	issue	NOUN
ajbmeb-2500	52	7	,	,	PUNCT
ajbmeb-2500	52	8	making	make	VERB
ajbmeb-2500	52	9	internal	internal	ADJ
ajbmeb-2500	52	10	audits	audits	NOUN
ajbmeb-2500	52	11	more	more	ADV
ajbmeb-2500	52	12	efficient	efficient	ADJ
ajbmeb-2500	52	13	,	,	PUNCT
ajbmeb-2500	52	14	faster	fast	ADV
ajbmeb-2500	52	15	,	,	PUNCT
ajbmeb-2500	52	16	and	and	CCONJ
ajbmeb-2500	52	17	reliable	reliable	ADJ
ajbmeb-2500	52	18	.	.	PUNCT
ajbmeb-2500	53	1	how	how	SCONJ
ajbmeb-2500	53	2	big	big	ADJ
ajbmeb-2500	53	3	data	datum	NOUN
ajbmeb-2500	53	4	helps	help	VERB
ajbmeb-2500	53	5	in	in	ADP
ajbmeb-2500	53	6	internal	internal	ADJ
ajbmeb-2500	53	7	audit	audit	NOUN
ajbmeb-2500	53	8	processes	process	NOUN
ajbmeb-2500	53	9	:	:	PUNCT
ajbmeb-2500	53	10	1	1	X
ajbmeb-2500	53	11	.	.	X
ajbmeb-2500	53	12	analyzing	analyze	VERB
ajbmeb-2500	53	13	large	large	ADJ
ajbmeb-2500	53	14	volumes	volume	NOUN
ajbmeb-2500	53	15	of	of	ADP
ajbmeb-2500	53	16	data	datum	NOUN
ajbmeb-2500	53	17	:	:	PUNCT
ajbmeb-2500	53	18	in	in	ADP
ajbmeb-2500	53	19	internal	internal	ADJ
ajbmeb-2500	53	20	audits	audits	NOUN
ajbmeb-2500	53	21	,	,	PUNCT
ajbmeb-2500	53	22	transactions	transaction	NOUN
ajbmeb-2500	53	23	,	,	PUNCT
ajbmeb-2500	53	24	financial	financial	ADJ
ajbmeb-2500	53	25	reports	report	NOUN
ajbmeb-2500	53	26	,	,	PUNCT
ajbmeb-2500	53	27	contracts	contract	NOUN
ajbmeb-2500	53	28	,	,	PUNCT
ajbmeb-2500	53	29	and	and	CCONJ
ajbmeb-2500	53	30	other	other	ADJ
ajbmeb-2500	53	31	data	datum	NOUN
ajbmeb-2500	53	32	are	be	AUX
ajbmeb-2500	53	33	analyzed	analyze	VERB
ajbmeb-2500	53	34	.	.	PUNCT
ajbmeb-2500	54	1	with	with	ADP
ajbmeb-2500	54	2	big	big	ADJ
ajbmeb-2500	54	3	data	datum	NOUN
ajbmeb-2500	54	4	technologies	technology	NOUN
ajbmeb-2500	54	5	,	,	PUNCT
ajbmeb-2500	54	6	millions	million	NOUN
ajbmeb-2500	54	7	of	of	ADP
ajbmeb-2500	54	8	records	record	NOUN
ajbmeb-2500	54	9	can	can	AUX
ajbmeb-2500	54	10	be	be	AUX
ajbmeb-2500	54	11	processed	process	VERB
ajbmeb-2500	54	12	in	in	ADP
ajbmeb-2500	54	13	an	an	DET
ajbmeb-2500	54	14	instant	instant	NOUN
ajbmeb-2500	54	15	,	,	PUNCT
ajbmeb-2500	54	16	enabling	enable	VERB
ajbmeb-2500	54	17	auditors	auditor	NOUN
ajbmeb-2500	54	18	to	to	PART
ajbmeb-2500	54	19	draw	draw	VERB
ajbmeb-2500	54	20	significant	significant	ADJ
ajbmeb-2500	54	21	conclusions	conclusion	NOUN
ajbmeb-2500	54	22	quickly	quickly	ADV
ajbmeb-2500	54	23	and	and	CCONJ
ajbmeb-2500	54	24	effectively	effectively	ADV
ajbmeb-2500	54	25	.	.	PUNCT
ajbmeb-2500	55	1	2	2	X
ajbmeb-2500	55	2	.	.	X
ajbmeb-2500	55	3	detecting	detect	VERB
ajbmeb-2500	55	4	irregular	irregular	ADJ
ajbmeb-2500	55	5	activities	activity	NOUN
ajbmeb-2500	55	6	:	:	PUNCT
ajbmeb-2500	55	7	big	big	ADJ
ajbmeb-2500	55	8	data	datum	NOUN
ajbmeb-2500	55	9	allows	allow	VERB
ajbmeb-2500	55	10	quick	quick	ADJ
ajbmeb-2500	55	11	identification	identification	NOUN
ajbmeb-2500	55	12	of	of	ADP
ajbmeb-2500	55	13	inconsistencies	inconsistency	NOUN
ajbmeb-2500	55	14	or	or	CCONJ
ajbmeb-2500	55	15	unusual	unusual	ADJ
ajbmeb-2500	55	16	patterns	pattern	NOUN
ajbmeb-2500	55	17	in	in	ADP
ajbmeb-2500	55	18	data	datum	NOUN
ajbmeb-2500	55	19	.	.	PUNCT
ajbmeb-2500	56	1	for	for	ADP
ajbmeb-2500	56	2	example	example	NOUN
ajbmeb-2500	56	3	,	,	PUNCT
ajbmeb-2500	56	4	it	it	PRON
ajbmeb-2500	56	5	can	can	AUX
ajbmeb-2500	56	6	help	help	VERB
ajbmeb-2500	56	7	detect	detect	VERB
ajbmeb-2500	56	8	fraudulent	fraudulent	ADJ
ajbmeb-2500	56	9	financial	financial	ADJ
ajbmeb-2500	56	10	transactions	transaction	NOUN
ajbmeb-2500	56	11	or	or	CCONJ
ajbmeb-2500	56	12	suspicious	suspicious	ADJ
ajbmeb-2500	56	13	activities	activity	NOUN
ajbmeb-2500	56	14	.	.	PUNCT
ajbmeb-2500	57	1	3	3	X
ajbmeb-2500	57	2	.	.	X
ajbmeb-2500	57	3	real	real	ADJ
ajbmeb-2500	57	4	-	-	PUNCT
ajbmeb-2500	57	5	time	time	NOUN
ajbmeb-2500	57	6	monitoring	monitoring	NOUN
ajbmeb-2500	57	7	:	:	PUNCT
ajbmeb-2500	57	8	in	in	ADP
ajbmeb-2500	57	9	traditional	traditional	ADJ
ajbmeb-2500	57	10	audits	audits	NOUN
ajbmeb-2500	57	11	,	,	PUNCT
ajbmeb-2500	57	12	issues	issue	NOUN
ajbmeb-2500	57	13	are	be	AUX
ajbmeb-2500	57	14	only	only	ADV
ajbmeb-2500	57	15	analyzed	analyze	VERB
ajbmeb-2500	57	16	after	after	ADP
ajbmeb-2500	57	17	the	the	DET
ajbmeb-2500	57	18	fact	fact	NOUN
ajbmeb-2500	57	19	,	,	PUNCT
ajbmeb-2500	57	20	once	once	SCONJ
ajbmeb-2500	57	21	data	datum	NOUN
ajbmeb-2500	57	22	is	be	AUX
ajbmeb-2500	57	23	collected	collect	VERB
ajbmeb-2500	57	24	.	.	PUNCT
ajbmeb-2500	58	1	big	big	ADJ
ajbmeb-2500	58	2	data	datum	NOUN
ajbmeb-2500	58	3	,	,	PUNCT
ajbmeb-2500	58	4	however	however	ADV
ajbmeb-2500	58	5	,	,	PUNCT
ajbmeb-2500	58	6	enables	enable	VERB
ajbmeb-2500	58	7	real	real	ADJ
ajbmeb-2500	58	8	-	-	PUNCT
ajbmeb-2500	58	9	time	time	NOUN
ajbmeb-2500	58	10	tracking	tracking	NOUN
ajbmeb-2500	58	11	of	of	ADP
ajbmeb-2500	58	12	data	datum	NOUN
ajbmeb-2500	58	13	,	,	PUNCT
ajbmeb-2500	58	14	allowing	allow	VERB
ajbmeb-2500	58	15	auditors	auditor	NOUN
ajbmeb-2500	58	16	to	to	PART
ajbmeb-2500	58	17	identify	identify	VERB
ajbmeb-2500	58	18	potential	potential	ADJ
ajbmeb-2500	58	19	risks	risk	NOUN
ajbmeb-2500	58	20	ahead	ahead	ADV
ajbmeb-2500	58	21	of	of	ADP
ajbmeb-2500	58	22	time	time	NOUN
ajbmeb-2500	58	23	.	.	PUNCT
ajbmeb-2500	59	1	4	4	X
ajbmeb-2500	59	2	.	.	X
ajbmeb-2500	59	3	improving	improve	VERB
ajbmeb-2500	59	4	the	the	DET
ajbmeb-2500	59	5	accuracy	accuracy	NOUN
ajbmeb-2500	59	6	of	of	ADP
ajbmeb-2500	59	7	analysis	analysis	NOUN
ajbmeb-2500	59	8	:	:	PUNCT
ajbmeb-2500	59	9	big	big	ADJ
ajbmeb-2500	59	10	data	datum	NOUN
ajbmeb-2500	59	11	technologies	technology	NOUN
ajbmeb-2500	59	12	help	help	VERB
ajbmeb-2500	59	13	combine	combine	VERB
ajbmeb-2500	59	14	diverse	diverse	ADJ
ajbmeb-2500	59	15	data	datum	NOUN
ajbmeb-2500	59	16	from	from	ADP
ajbmeb-2500	59	17	various	various	ADJ
ajbmeb-2500	59	18	sources	source	NOUN
ajbmeb-2500	59	19	and	and	CCONJ
ajbmeb-2500	59	20	draw	draw	VERB
ajbmeb-2500	59	21	accurate	accurate	ADJ
ajbmeb-2500	59	22	conclusions	conclusion	NOUN
ajbmeb-2500	59	23	.	.	PUNCT
ajbmeb-2500	60	1	this	this	PRON
ajbmeb-2500	60	2	enhances	enhance	VERB
ajbmeb-2500	60	3	the	the	DET
ajbmeb-2500	60	4	reliability	reliability	NOUN
ajbmeb-2500	60	5	and	and	CCONJ
ajbmeb-2500	60	6	integrity	integrity	NOUN
ajbmeb-2500	60	7	of	of	ADP
ajbmeb-2500	60	8	the	the	DET
ajbmeb-2500	60	9	audit	audit	NOUN
ajbmeb-2500	60	10	process	process	NOUN
ajbmeb-2500	60	11	.	.	PUNCT
ajbmeb-2500	61	1	5	5	X
ajbmeb-2500	61	2	.	.	X
ajbmeb-2500	61	3	automating	automate	VERB
ajbmeb-2500	61	4	processes	process	NOUN
ajbmeb-2500	61	5	:	:	PUNCT
ajbmeb-2500	61	6	big	big	ADJ
ajbmeb-2500	61	7	data	datum	NOUN
ajbmeb-2500	61	8	algorithms	algorithm	NOUN
ajbmeb-2500	61	9	and	and	CCONJ
ajbmeb-2500	61	10	artificial	artificial	ADJ
ajbmeb-2500	61	11	intelligence	intelligence	NOUN
ajbmeb-2500	61	12	automate	automate	VERB
ajbmeb-2500	61	13	many	many	ADJ
ajbmeb-2500	61	14	timeconsuming	timeconsuming	ADJ
ajbmeb-2500	61	15	audit	audit	NOUN
ajbmeb-2500	61	16	tasks	task	NOUN
ajbmeb-2500	61	17	,	,	PUNCT
ajbmeb-2500	61	18	allowing	allow	VERB
ajbmeb-2500	61	19	auditors	auditor	NOUN
ajbmeb-2500	61	20	to	to	PART
ajbmeb-2500	61	21	focus	focus	VERB
ajbmeb-2500	61	22	on	on	ADP
ajbmeb-2500	61	23	more	more	ADV
ajbmeb-2500	61	24	critical	critical	ADJ
ajbmeb-2500	61	25	analytical	analytical	ADJ
ajbmeb-2500	61	26	work	work	NOUN
ajbmeb-2500	61	27	.	.	PUNCT
ajbmeb-2500	62	1	benefits	benefit	NOUN
ajbmeb-2500	62	2	of	of	ADP
ajbmeb-2500	62	3	big	big	ADJ
ajbmeb-2500	62	4	data	datum	NOUN
ajbmeb-2500	62	5	technologies	technology	NOUN
ajbmeb-2500	62	6	in	in	ADP
ajbmeb-2500	62	7	internal	internal	ADJ
ajbmeb-2500	62	8	auditing	auditing	NOUN
ajbmeb-2500	62	9	:	:	PUNCT
ajbmeb-2500	62	10	•	•	NOUN
ajbmeb-2500	62	11	speed	speed	NOUN
ajbmeb-2500	62	12	and	and	CCONJ
ajbmeb-2500	62	13	efficiency	efficiency	NOUN
ajbmeb-2500	62	14	:	:	PUNCT
ajbmeb-2500	62	15	what	what	PRON
ajbmeb-2500	62	16	would	would	AUX
ajbmeb-2500	62	17	take	take	VERB
ajbmeb-2500	62	18	days	day	NOUN
ajbmeb-2500	62	19	or	or	CCONJ
ajbmeb-2500	62	20	weeks	week	NOUN
ajbmeb-2500	62	21	in	in	ADP
ajbmeb-2500	62	22	traditional	traditional	ADJ
ajbmeb-2500	62	23	analysis	analysis	NOUN
ajbmeb-2500	62	24	can	can	AUX
ajbmeb-2500	62	25	be	be	AUX
ajbmeb-2500	62	26	completed	complete	VERB
ajbmeb-2500	62	27	in	in	ADP
ajbmeb-2500	62	28	a	a	DET
ajbmeb-2500	62	29	matter	matter	NOUN
ajbmeb-2500	62	30	of	of	ADP
ajbmeb-2500	62	31	hours	hour	NOUN
ajbmeb-2500	62	32	using	use	VERB
ajbmeb-2500	62	33	big	big	ADJ
ajbmeb-2500	62	34	data	datum	NOUN
ajbmeb-2500	62	35	.	.	PUNCT
ajbmeb-2500	63	1	•	•	NUM
ajbmeb-2500	63	2	proactive	proactive	ADJ
ajbmeb-2500	63	3	risk	risk	NOUN
ajbmeb-2500	63	4	detection	detection	NOUN
ajbmeb-2500	63	5	:	:	PUNCT
ajbmeb-2500	63	6	instead	instead	ADV
ajbmeb-2500	63	7	of	of	ADP
ajbmeb-2500	63	8	identifying	identify	VERB
ajbmeb-2500	63	9	potential	potential	ADJ
ajbmeb-2500	63	10	issues	issue	NOUN
ajbmeb-2500	63	11	during	during	ADP
ajbmeb-2500	63	12	the	the	DET
ajbmeb-2500	63	13	audit	audit	NOUN
ajbmeb-2500	63	14	process	process	NOUN
ajbmeb-2500	63	15	,	,	PUNCT
ajbmeb-2500	63	16	big	big	ADJ
ajbmeb-2500	63	17	data	datum	NOUN
ajbmeb-2500	63	18	enables	enable	VERB
ajbmeb-2500	63	19	the	the	DET
ajbmeb-2500	63	20	detection	detection	NOUN
ajbmeb-2500	63	21	of	of	ADP
ajbmeb-2500	63	22	risks	risk	NOUN
ajbmeb-2500	63	23	before	before	SCONJ
ajbmeb-2500	63	24	they	they	PRON
ajbmeb-2500	63	25	occur	occur	VERB
ajbmeb-2500	63	26	.	.	PUNCT
ajbmeb-2500	64	1	•	•	NUM
ajbmeb-2500	64	2	flexibility	flexibility	NOUN
ajbmeb-2500	64	3	:	:	PUNCT
ajbmeb-2500	64	4	cloud	cloud	NOUN
ajbmeb-2500	64	5	technologies	technology	NOUN
ajbmeb-2500	64	6	and	and	CCONJ
ajbmeb-2500	64	7	big	big	ADJ
ajbmeb-2500	64	8	data	datum	NOUN
ajbmeb-2500	64	9	systems	system	NOUN
ajbmeb-2500	64	10	provide	provide	VERB
ajbmeb-2500	64	11	auditors	auditor	NOUN
ajbmeb-2500	64	12	with	with	ADP
ajbmeb-2500	64	13	access	access	NOUN
ajbmeb-2500	64	14	to	to	ADP
ajbmeb-2500	64	15	data	datum	NOUN
ajbmeb-2500	64	16	from	from	ADP
ajbmeb-2500	64	17	anywhere	anywhere	ADV
ajbmeb-2500	64	18	.	.	PUNCT
ajbmeb-2500	65	1	•	•	NUM
ajbmeb-2500	65	2	resource	resource	NOUN
ajbmeb-2500	65	3	savings	saving	NOUN
ajbmeb-2500	65	4	:	:	PUNCT
ajbmeb-2500	65	5	the	the	DET
ajbmeb-2500	65	6	need	need	NOUN
ajbmeb-2500	65	7	for	for	ADP
ajbmeb-2500	65	8	additional	additional	ADJ
ajbmeb-2500	65	9	human	human	ADJ
ajbmeb-2500	65	10	resources	resource	NOUN
ajbmeb-2500	65	11	or	or	CCONJ
ajbmeb-2500	65	12	equipment	equipment	NOUN
ajbmeb-2500	65	13	for	for	ADP
ajbmeb-2500	65	14	audits	audits	NOUN
ajbmeb-2500	65	15	is	be	AUX
ajbmeb-2500	65	16	significantly	significantly	ADV
ajbmeb-2500	65	17	reduced	reduce	VERB
ajbmeb-2500	65	18	.	.	PUNCT
ajbmeb-2500	66	1	practical	practical	ADJ
ajbmeb-2500	66	2	examples	example	NOUN
ajbmeb-2500	66	3	:	:	PUNCT
ajbmeb-2500	66	4	1	1	X
ajbmeb-2500	66	5	.	.	X
ajbmeb-2500	66	6	financial	financial	ADJ
ajbmeb-2500	66	7	audits	audits	NOUN
ajbmeb-2500	66	8	:	:	PUNCT
ajbmeb-2500	66	9	banks	bank	NOUN
ajbmeb-2500	66	10	use	use	VERB
ajbmeb-2500	66	11	big	big	ADJ
ajbmeb-2500	66	12	data	datum	NOUN
ajbmeb-2500	66	13	to	to	PART
ajbmeb-2500	66	14	analyze	analyze	VERB
ajbmeb-2500	66	15	millions	million	NOUN
ajbmeb-2500	66	16	of	of	ADP
ajbmeb-2500	66	17	transactions	transaction	NOUN
ajbmeb-2500	66	18	conducted	conduct	VERB
ajbmeb-2500	66	19	daily	daily	ADV
ajbmeb-2500	66	20	.	.	PUNCT
ajbmeb-2500	67	1	the	the	DET
ajbmeb-2500	67	2	ability	ability	NOUN
ajbmeb-2500	67	3	to	to	PART
ajbmeb-2500	67	4	detect	detect	VERB
ajbmeb-2500	67	5	suspicious	suspicious	ADJ
ajbmeb-2500	67	6	transactions	transaction	NOUN
ajbmeb-2500	67	7	in	in	ADP
ajbmeb-2500	67	8	real	real	ADJ
ajbmeb-2500	67	9	time	time	NOUN
ajbmeb-2500	67	10	improves	improve	VERB
ajbmeb-2500	67	11	risk	risk	NOUN
ajbmeb-2500	67	12	management	management	NOUN
ajbmeb-2500	67	13	.	.	PUNCT
ajbmeb-2500	68	1	american	american	PROPN
ajbmeb-2500	68	2	journal	journal	PROPN
ajbmeb-2500	68	3	of	of	ADP
ajbmeb-2500	68	4	business	business	NOUN
ajbmeb-2500	68	5	management	management	NOUN
ajbmeb-2500	68	6	,	,	PUNCT
ajbmeb-2500	68	7	economics	economic	NOUN
ajbmeb-2500	68	8	and	and	CCONJ
ajbmeb-2500	68	9	banking	banking	NOUN
ajbmeb-2500	68	10	volume	volume	NOUN
ajbmeb-2500	68	11	30	30	NUM
ajbmeb-2500	68	12	november	november	PROPN
ajbmeb-2500	68	13	2024	2024	NUM
ajbmeb-2500	68	14	p	p	NOUN
ajbmeb-2500	68	15	a	a	PRON
ajbmeb-2500	68	16	g	g	NOUN
ajbmeb-2500	68	17	e	e	NOUN
ajbmeb-2500	69	1	|	|	ADV
ajbmeb-2500	69	2	77	77	NUM
ajbmeb-2500	69	3	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-2500	69	4	2	2	NUM
ajbmeb-2500	69	5	.	.	PUNCT
ajbmeb-2500	70	1	improving	improve	VERB
ajbmeb-2500	70	2	internal	internal	ADJ
ajbmeb-2500	70	3	control	control	NOUN
ajbmeb-2500	70	4	efficiency	efficiency	NOUN
ajbmeb-2500	70	5	:	:	PUNCT
ajbmeb-2500	70	6	with	with	ADP
ajbmeb-2500	70	7	big	big	ADJ
ajbmeb-2500	70	8	data	datum	NOUN
ajbmeb-2500	70	9	,	,	PUNCT
ajbmeb-2500	70	10	the	the	DET
ajbmeb-2500	70	11	efficiency	efficiency	NOUN
ajbmeb-2500	70	12	of	of	ADP
ajbmeb-2500	70	13	internal	internal	ADJ
ajbmeb-2500	70	14	control	control	NOUN
ajbmeb-2500	70	15	systems	system	NOUN
ajbmeb-2500	70	16	within	within	ADP
ajbmeb-2500	70	17	companies	company	NOUN
ajbmeb-2500	70	18	is	be	AUX
ajbmeb-2500	70	19	continuously	continuously	ADV
ajbmeb-2500	70	20	monitored	monitor	VERB
ajbmeb-2500	70	21	,	,	PUNCT
ajbmeb-2500	70	22	identifying	identify	VERB
ajbmeb-2500	70	23	weaknesses	weakness	NOUN
ajbmeb-2500	70	24	and	and	CCONJ
ajbmeb-2500	70	25	improving	improve	VERB
ajbmeb-2500	70	26	them	they	PRON
ajbmeb-2500	70	27	.	.	PUNCT
ajbmeb-2500	71	1	3	3	X
ajbmeb-2500	71	2	.	.	X
ajbmeb-2500	71	3	fraud	fraud	NOUN
ajbmeb-2500	71	4	prevention	prevention	PROPN
ajbmeb-2500	71	5	:	:	PUNCT
ajbmeb-2500	71	6	big	big	ADJ
ajbmeb-2500	71	7	data	datum	NOUN
ajbmeb-2500	71	8	algorithms	algorithm	NOUN
ajbmeb-2500	71	9	help	help	VERB
ajbmeb-2500	71	10	detect	detect	VERB
ajbmeb-2500	71	11	hidden	hidden	ADJ
ajbmeb-2500	71	12	patterns	pattern	NOUN
ajbmeb-2500	71	13	of	of	ADP
ajbmeb-2500	71	14	illegal	illegal	ADJ
ajbmeb-2500	71	15	activity	activity	NOUN
ajbmeb-2500	71	16	within	within	ADP
ajbmeb-2500	71	17	data	datum	NOUN
ajbmeb-2500	71	18	,	,	PUNCT
ajbmeb-2500	71	19	aiding	aid	VERB
ajbmeb-2500	71	20	in	in	ADP
ajbmeb-2500	71	21	the	the	DET
ajbmeb-2500	71	22	prevention	prevention	NOUN
ajbmeb-2500	71	23	of	of	ADP
ajbmeb-2500	71	24	fraud	fraud	NOUN
ajbmeb-2500	71	25	.	.	PUNCT
ajbmeb-2500	72	1	conclusion	conclusion	NOUN
ajbmeb-2500	72	2	using	use	VERB
ajbmeb-2500	72	3	big	big	ADJ
ajbmeb-2500	72	4	data	datum	NOUN
ajbmeb-2500	72	5	technologies	technology	NOUN
ajbmeb-2500	72	6	in	in	ADP
ajbmeb-2500	72	7	internal	internal	ADJ
ajbmeb-2500	72	8	audits	audits	NOUN
ajbmeb-2500	72	9	is	be	AUX
ajbmeb-2500	72	10	taking	take	VERB
ajbmeb-2500	72	11	audit	audit	NOUN
ajbmeb-2500	72	12	processes	process	NOUN
ajbmeb-2500	72	13	to	to	ADP
ajbmeb-2500	72	14	a	a	DET
ajbmeb-2500	72	15	new	new	ADJ
ajbmeb-2500	72	16	level	level	NOUN
ajbmeb-2500	72	17	.	.	PUNCT
ajbmeb-2500	73	1	these	these	DET
ajbmeb-2500	73	2	technologies	technology	NOUN
ajbmeb-2500	73	3	allow	allow	VERB
ajbmeb-2500	73	4	auditors	auditor	NOUN
ajbmeb-2500	73	5	to	to	PART
ajbmeb-2500	73	6	quickly	quickly	ADV
ajbmeb-2500	73	7	analyze	analyze	VERB
ajbmeb-2500	73	8	large	large	ADJ
ajbmeb-2500	73	9	,	,	PUNCT
ajbmeb-2500	73	10	complex	complex	ADJ
ajbmeb-2500	73	11	datasets	dataset	NOUN
ajbmeb-2500	73	12	,	,	PUNCT
ajbmeb-2500	73	13	identify	identify	VERB
ajbmeb-2500	73	14	risks	risk	NOUN
ajbmeb-2500	73	15	,	,	PUNCT
ajbmeb-2500	73	16	and	and	CCONJ
ajbmeb-2500	73	17	improve	improve	VERB
ajbmeb-2500	73	18	efficiency	efficiency	NOUN
ajbmeb-2500	73	19	.	.	PUNCT
ajbmeb-2500	74	1	as	as	ADP
ajbmeb-2500	74	2	a	a	DET
ajbmeb-2500	74	3	result	result	NOUN
ajbmeb-2500	74	4	,	,	PUNCT
ajbmeb-2500	74	5	internal	internal	ADJ
ajbmeb-2500	74	6	audits	audits	NOUN
ajbmeb-2500	74	7	become	become	VERB
ajbmeb-2500	74	8	not	not	PART
ajbmeb-2500	74	9	just	just	ADV
ajbmeb-2500	74	10	about	about	ADP
ajbmeb-2500	74	11	detecting	detect	VERB
ajbmeb-2500	74	12	errors	error	NOUN
ajbmeb-2500	74	13	,	,	PUNCT
ajbmeb-2500	74	14	but	but	CCONJ
ajbmeb-2500	74	15	also	also	ADV
ajbmeb-2500	74	16	strategic	strategic	ADJ
ajbmeb-2500	74	17	tools	tool	NOUN
ajbmeb-2500	74	18	that	that	PRON
ajbmeb-2500	74	19	enhance	enhance	VERB
ajbmeb-2500	74	20	organizational	organizational	ADJ
ajbmeb-2500	74	21	stability	stability	NOUN
ajbmeb-2500	74	22	.	.	PUNCT
ajbmeb-2500	75	1	2	2	X
ajbmeb-2500	75	2	.	.	X
ajbmeb-2500	75	3	using	use	VERB
ajbmeb-2500	75	4	cloud	cloud	NOUN
ajbmeb-2500	75	5	services	service	NOUN
ajbmeb-2500	75	6	:	:	PUNCT
ajbmeb-2500	75	7	cloud	cloud	NOUN
ajbmeb-2500	75	8	services	service	NOUN
ajbmeb-2500	75	9	allow	allow	VERB
ajbmeb-2500	75	10	auditors	auditor	NOUN
ajbmeb-2500	75	11	to	to	PART
ajbmeb-2500	75	12	work	work	VERB
ajbmeb-2500	75	13	remotely	remotely	ADV
ajbmeb-2500	75	14	by	by	ADP
ajbmeb-2500	75	15	storing	store	VERB
ajbmeb-2500	75	16	data	datum	NOUN
ajbmeb-2500	75	17	on	on	ADP
ajbmeb-2500	75	18	cloud	cloud	NOUN
ajbmeb-2500	75	19	platforms	platform	NOUN
ajbmeb-2500	75	20	.	.	PUNCT
ajbmeb-2500	76	1	internal	internal	ADJ
ajbmeb-2500	76	2	auditing	auditing	NOUN
ajbmeb-2500	76	3	often	often	ADV
ajbmeb-2500	76	4	requires	require	VERB
ajbmeb-2500	76	5	analyzing	analyze	VERB
ajbmeb-2500	76	6	large	large	ADJ
ajbmeb-2500	76	7	volumes	volume	NOUN
ajbmeb-2500	76	8	of	of	ADP
ajbmeb-2500	76	9	data	datum	NOUN
ajbmeb-2500	76	10	and	and	CCONJ
ajbmeb-2500	76	11	accessing	access	VERB
ajbmeb-2500	76	12	that	that	DET
ajbmeb-2500	76	13	data	datum	NOUN
ajbmeb-2500	76	14	securely	securely	ADV
ajbmeb-2500	76	15	and	and	CCONJ
ajbmeb-2500	76	16	conveniently	conveniently	ADV
ajbmeb-2500	76	17	.	.	PUNCT
ajbmeb-2500	77	1	cloud	cloud	NOUN
ajbmeb-2500	77	2	services	service	NOUN
ajbmeb-2500	77	3	offer	offer	VERB
ajbmeb-2500	77	4	the	the	DET
ajbmeb-2500	77	5	following	follow	VERB
ajbmeb-2500	77	6	benefits	benefit	NOUN
ajbmeb-2500	77	7	:	:	PUNCT
ajbmeb-2500	77	8	•	•	ADP
ajbmeb-2500	77	9	ease	ease	NOUN
ajbmeb-2500	77	10	of	of	ADP
ajbmeb-2500	77	11	data	datum	NOUN
ajbmeb-2500	77	12	storage	storage	NOUN
ajbmeb-2500	77	13	and	and	CCONJ
ajbmeb-2500	77	14	sharing	sharing	NOUN
ajbmeb-2500	77	15	:	:	PUNCT
ajbmeb-2500	77	16	cloud	cloud	NOUN
ajbmeb-2500	77	17	services	service	NOUN
ajbmeb-2500	77	18	enable	enable	VERB
ajbmeb-2500	77	19	auditors	auditor	NOUN
ajbmeb-2500	77	20	to	to	PART
ajbmeb-2500	77	21	access	access	VERB
ajbmeb-2500	77	22	data	datum	NOUN
ajbmeb-2500	77	23	from	from	ADP
ajbmeb-2500	77	24	any	any	DET
ajbmeb-2500	77	25	location	location	NOUN
ajbmeb-2500	77	26	and	and	CCONJ
ajbmeb-2500	77	27	device	device	NOUN
ajbmeb-2500	77	28	,	,	PUNCT
ajbmeb-2500	77	29	facilitating	facilitate	VERB
ajbmeb-2500	77	30	remote	remote	ADJ
ajbmeb-2500	77	31	work	work	NOUN
ajbmeb-2500	77	32	or	or	CCONJ
ajbmeb-2500	77	33	collaboration	collaboration	NOUN
ajbmeb-2500	77	34	across	across	ADP
ajbmeb-2500	77	35	multiple	multiple	ADJ
ajbmeb-2500	77	36	teams	team	NOUN
ajbmeb-2500	77	37	.	.	PUNCT
ajbmeb-2500	78	1	•	•	NUM
ajbmeb-2500	78	2	resource	resource	NOUN
ajbmeb-2500	78	3	savings	saving	NOUN
ajbmeb-2500	78	4	:	:	PUNCT
ajbmeb-2500	78	5	using	use	VERB
ajbmeb-2500	78	6	cloud	cloud	NOUN
ajbmeb-2500	78	7	services	service	NOUN
ajbmeb-2500	78	8	reduces	reduce	VERB
ajbmeb-2500	78	9	the	the	DET
ajbmeb-2500	78	10	need	need	NOUN
ajbmeb-2500	78	11	for	for	ADP
ajbmeb-2500	78	12	traditional	traditional	ADJ
ajbmeb-2500	78	13	servers	server	NOUN
ajbmeb-2500	78	14	,	,	PUNCT
ajbmeb-2500	78	15	helping	help	VERB
ajbmeb-2500	78	16	companies	company	NOUN
ajbmeb-2500	78	17	save	save	VERB
ajbmeb-2500	78	18	on	on	ADP
ajbmeb-2500	78	19	it	it	PRON
ajbmeb-2500	78	20	infrastructure	infrastructure	NOUN
ajbmeb-2500	78	21	costs	cost	NOUN
ajbmeb-2500	78	22	.	.	PUNCT
ajbmeb-2500	79	1	•	•	NUM
ajbmeb-2500	79	2	security	security	NOUN
ajbmeb-2500	79	3	and	and	CCONJ
ajbmeb-2500	79	4	data	datum	NOUN
ajbmeb-2500	79	5	protection	protection	NOUN
ajbmeb-2500	79	6	:	:	PUNCT
ajbmeb-2500	79	7	modern	modern	ADJ
ajbmeb-2500	79	8	cloud	cloud	NOUN
ajbmeb-2500	79	9	services	service	NOUN
ajbmeb-2500	79	10	use	use	VERB
ajbmeb-2500	79	11	encryption	encryption	NOUN
ajbmeb-2500	79	12	and	and	CCONJ
ajbmeb-2500	79	13	other	other	ADJ
ajbmeb-2500	79	14	advanced	advanced	ADJ
ajbmeb-2500	79	15	technologies	technology	NOUN
ajbmeb-2500	79	16	to	to	PART
ajbmeb-2500	79	17	ensure	ensure	VERB
ajbmeb-2500	79	18	data	datum	NOUN
ajbmeb-2500	79	19	security	security	NOUN
ajbmeb-2500	79	20	.	.	PUNCT
ajbmeb-2500	80	1	for	for	ADP
ajbmeb-2500	80	2	internal	internal	ADJ
ajbmeb-2500	80	3	audits	audit	NOUN
ajbmeb-2500	80	4	,	,	PUNCT
ajbmeb-2500	80	5	this	this	PRON
ajbmeb-2500	80	6	is	be	AUX
ajbmeb-2500	80	7	crucial	crucial	ADJ
ajbmeb-2500	80	8	to	to	PART
ajbmeb-2500	80	9	maintain	maintain	VERB
ajbmeb-2500	80	10	data	datum	NOUN
ajbmeb-2500	80	11	confidentiality	confidentiality	NOUN
ajbmeb-2500	80	12	and	and	CCONJ
ajbmeb-2500	80	13	integrity	integrity	NOUN
ajbmeb-2500	80	14	.	.	PUNCT
ajbmeb-2500	81	1	•	•	NUM
ajbmeb-2500	81	2	real	real	ADJ
ajbmeb-2500	81	3	-	-	PUNCT
ajbmeb-2500	81	4	time	time	NOUN
ajbmeb-2500	81	5	analysis	analysis	NOUN
ajbmeb-2500	81	6	:	:	PUNCT
ajbmeb-2500	81	7	cloud	cloud	NOUN
ajbmeb-2500	81	8	technologies	technology	NOUN
ajbmeb-2500	81	9	allow	allow	VERB
ajbmeb-2500	81	10	auditors	auditor	NOUN
ajbmeb-2500	81	11	to	to	PART
ajbmeb-2500	81	12	analyze	analyze	VERB
ajbmeb-2500	81	13	data	datum	NOUN
ajbmeb-2500	81	14	in	in	ADP
ajbmeb-2500	81	15	real	real	ADJ
ajbmeb-2500	81	16	-	-	PUNCT
ajbmeb-2500	81	17	time	time	NOUN
ajbmeb-2500	81	18	and	and	CCONJ
ajbmeb-2500	81	19	draw	draw	VERB
ajbmeb-2500	81	20	conclusions	conclusion	NOUN
ajbmeb-2500	81	21	immediately	immediately	ADV
ajbmeb-2500	81	22	.	.	PUNCT
ajbmeb-2500	82	1	this	this	PRON
ajbmeb-2500	82	2	helps	helps	AUX
ajbmeb-2500	82	3	identify	identify	VERB
ajbmeb-2500	82	4	errors	error	NOUN
ajbmeb-2500	82	5	more	more	ADV
ajbmeb-2500	82	6	quickly	quickly	ADV
ajbmeb-2500	82	7	and	and	CCONJ
ajbmeb-2500	82	8	take	take	VERB
ajbmeb-2500	82	9	timely	timely	ADJ
ajbmeb-2500	82	10	actions	action	NOUN
ajbmeb-2500	82	11	.	.	PUNCT
ajbmeb-2500	83	1	advantages	advantage	NOUN
ajbmeb-2500	83	2	of	of	ADP
ajbmeb-2500	83	3	using	use	VERB
ajbmeb-2500	83	4	cloud	cloud	NOUN
ajbmeb-2500	83	5	services	service	NOUN
ajbmeb-2500	83	6	:	:	PUNCT
ajbmeb-2500	83	7	•	•	NUM
ajbmeb-2500	83	8	quick	quick	ADJ
ajbmeb-2500	83	9	adaptability	adaptability	NOUN
ajbmeb-2500	83	10	and	and	CCONJ
ajbmeb-2500	83	11	scalability	scalability	NOUN
ajbmeb-2500	83	12	:	:	PUNCT
ajbmeb-2500	83	13	cloud	cloud	NOUN
ajbmeb-2500	83	14	services	service	NOUN
ajbmeb-2500	83	15	can	can	AUX
ajbmeb-2500	83	16	quickly	quickly	ADV
ajbmeb-2500	83	17	scale	scale	VERB
ajbmeb-2500	83	18	up	up	ADP
ajbmeb-2500	83	19	or	or	CCONJ
ajbmeb-2500	83	20	down	down	ADV
ajbmeb-2500	83	21	to	to	PART
ajbmeb-2500	83	22	meet	meet	VERB
ajbmeb-2500	83	23	business	business	NOUN
ajbmeb-2500	83	24	needs	need	NOUN
ajbmeb-2500	83	25	,	,	PUNCT
ajbmeb-2500	83	26	helping	help	VERB
ajbmeb-2500	83	27	businesses	business	NOUN
ajbmeb-2500	83	28	manage	manage	VERB
ajbmeb-2500	83	29	workloads	workload	NOUN
ajbmeb-2500	83	30	efficiently	efficiently	ADV
ajbmeb-2500	83	31	.	.	PUNCT
ajbmeb-2500	84	1	•	•	NUM
ajbmeb-2500	84	2	cost	cost	NOUN
ajbmeb-2500	84	3	reduction	reduction	NOUN
ajbmeb-2500	84	4	:	:	PUNCT
ajbmeb-2500	84	5	instead	instead	ADV
ajbmeb-2500	84	6	of	of	ADP
ajbmeb-2500	84	7	purchasing	purchase	VERB
ajbmeb-2500	84	8	full	full	ADJ
ajbmeb-2500	84	9	infrastructure	infrastructure	NOUN
ajbmeb-2500	84	10	,	,	PUNCT
ajbmeb-2500	84	11	businesses	business	NOUN
ajbmeb-2500	84	12	or	or	CCONJ
ajbmeb-2500	84	13	users	user	NOUN
ajbmeb-2500	84	14	only	only	ADV
ajbmeb-2500	84	15	pay	pay	VERB
ajbmeb-2500	84	16	for	for	ADP
ajbmeb-2500	84	17	the	the	DET
ajbmeb-2500	84	18	resources	resource	NOUN
ajbmeb-2500	84	19	they	they	PRON
ajbmeb-2500	84	20	use	use	VERB
ajbmeb-2500	84	21	.	.	PUNCT
ajbmeb-2500	85	1	•	•	NUM
ajbmeb-2500	85	2	reliable	reliable	ADJ
ajbmeb-2500	85	3	and	and	CCONJ
ajbmeb-2500	85	4	secure	secure	ADJ
ajbmeb-2500	85	5	storage	storage	NOUN
ajbmeb-2500	85	6	:	:	PUNCT
ajbmeb-2500	85	7	cloud	cloud	NOUN
ajbmeb-2500	85	8	services	service	NOUN
ajbmeb-2500	85	9	usually	usually	ADV
ajbmeb-2500	85	10	offer	offer	VERB
ajbmeb-2500	85	11	high	high	ADJ
ajbmeb-2500	85	12	levels	level	NOUN
ajbmeb-2500	85	13	of	of	ADP
ajbmeb-2500	85	14	security	security	NOUN
ajbmeb-2500	85	15	and	and	CCONJ
ajbmeb-2500	85	16	reliable	reliable	ADJ
ajbmeb-2500	85	17	storage	storage	NOUN
ajbmeb-2500	85	18	,	,	PUNCT
ajbmeb-2500	85	19	as	as	SCONJ
ajbmeb-2500	85	20	data	datum	NOUN
ajbmeb-2500	85	21	can	can	AUX
ajbmeb-2500	85	22	be	be	AUX
ajbmeb-2500	85	23	stored	store	VERB
ajbmeb-2500	85	24	across	across	ADP
ajbmeb-2500	85	25	multiple	multiple	ADJ
ajbmeb-2500	85	26	servers	server	NOUN
ajbmeb-2500	85	27	.	.	PUNCT
ajbmeb-2500	86	1	•	•	NUM
ajbmeb-2500	86	2	automatic	automatic	ADJ
ajbmeb-2500	86	3	updates	update	NOUN
ajbmeb-2500	86	4	and	and	CCONJ
ajbmeb-2500	86	5	maintenance	maintenance	NOUN
ajbmeb-2500	86	6	:	:	PUNCT
ajbmeb-2500	86	7	cloud	cloud	NOUN
ajbmeb-2500	86	8	providers	provider	NOUN
ajbmeb-2500	86	9	automatically	automatically	ADV
ajbmeb-2500	86	10	update	update	VERB
ajbmeb-2500	86	11	software	software	NOUN
ajbmeb-2500	86	12	and	and	CCONJ
ajbmeb-2500	86	13	provide	provide	VERB
ajbmeb-2500	86	14	technical	technical	ADJ
ajbmeb-2500	86	15	maintenance	maintenance	NOUN
ajbmeb-2500	86	16	,	,	PUNCT
ajbmeb-2500	86	17	minimizing	minimize	VERB
ajbmeb-2500	86	18	service	service	NOUN
ajbmeb-2500	86	19	interruptions	interruption	NOUN
ajbmeb-2500	86	20	.	.	PUNCT
ajbmeb-2500	87	1	cloud	cloud	NOUN
ajbmeb-2500	87	2	services	service	NOUN
ajbmeb-2500	87	3	provide	provide	VERB
ajbmeb-2500	87	4	a	a	DET
ajbmeb-2500	87	5	convenient	convenient	ADJ
ajbmeb-2500	87	6	platform	platform	NOUN
ajbmeb-2500	87	7	to	to	PART
ajbmeb-2500	87	8	enhance	enhance	VERB
ajbmeb-2500	87	9	the	the	DET
ajbmeb-2500	87	10	efficiency	efficiency	NOUN
ajbmeb-2500	87	11	of	of	ADP
ajbmeb-2500	87	12	internal	internal	ADJ
ajbmeb-2500	87	13	audit	audit	NOUN
ajbmeb-2500	87	14	processes	process	NOUN
ajbmeb-2500	87	15	by	by	ADP
ajbmeb-2500	87	16	centralizing	centralize	VERB
ajbmeb-2500	87	17	,	,	PUNCT
ajbmeb-2500	87	18	securely	securely	ADV
ajbmeb-2500	87	19	storing	store	VERB
ajbmeb-2500	87	20	,	,	PUNCT
ajbmeb-2500	87	21	and	and	CCONJ
ajbmeb-2500	87	22	analyzing	analyze	VERB
ajbmeb-2500	87	23	data	datum	NOUN
ajbmeb-2500	87	24	.	.	PUNCT
ajbmeb-2500	88	1	cloud	cloud	NOUN
ajbmeb-2500	88	2	technologies	technology	NOUN
ajbmeb-2500	88	3	help	help	VERB
ajbmeb-2500	88	4	save	save	VERB
ajbmeb-2500	88	5	time	time	NOUN
ajbmeb-2500	88	6	and	and	CCONJ
ajbmeb-2500	88	7	resources	resource	NOUN
ajbmeb-2500	88	8	while	while	SCONJ
ajbmeb-2500	88	9	enabling	enable	VERB
ajbmeb-2500	88	10	the	the	DET
ajbmeb-2500	88	11	automation	automation	NOUN
ajbmeb-2500	88	12	of	of	ADP
ajbmeb-2500	88	13	audit	audit	NOUN
ajbmeb-2500	88	14	processes	process	NOUN
ajbmeb-2500	88	15	.	.	PUNCT
ajbmeb-2500	89	1	however	however	ADV
ajbmeb-2500	89	2	,	,	PUNCT
ajbmeb-2500	89	3	it	it	PRON
ajbmeb-2500	89	4	’s	’	VERB
ajbmeb-2500	89	5	essential	essential	ADJ
ajbmeb-2500	89	6	to	to	PART
ajbmeb-2500	89	7	implement	implement	VERB
ajbmeb-2500	89	8	specific	specific	ADJ
ajbmeb-2500	89	9	protocols	protocol	NOUN
ajbmeb-2500	89	10	and	and	CCONJ
ajbmeb-2500	89	11	policies	policy	NOUN
ajbmeb-2500	89	12	in	in	ADP
ajbmeb-2500	89	13	cloud	cloud	ADJ
ajbmeb-2500	89	14	environments	environment	NOUN
ajbmeb-2500	89	15	to	to	PART
ajbmeb-2500	89	16	ensure	ensure	VERB
ajbmeb-2500	89	17	data	datum	NOUN
ajbmeb-2500	89	18	security	security	NOUN
ajbmeb-2500	89	19	.	.	PUNCT
ajbmeb-2500	90	1	the	the	DET
ajbmeb-2500	90	2	use	use	NOUN
ajbmeb-2500	90	3	of	of	ADP
ajbmeb-2500	90	4	cloud	cloud	NOUN
ajbmeb-2500	90	5	services	service	NOUN
ajbmeb-2500	90	6	ensures	ensure	VERB
ajbmeb-2500	90	7	that	that	SCONJ
ajbmeb-2500	90	8	internal	internal	ADJ
ajbmeb-2500	90	9	auditing	auditing	NOUN
ajbmeb-2500	90	10	is	be	AUX
ajbmeb-2500	90	11	organized	organize	VERB
ajbmeb-2500	90	12	on	on	ADP
ajbmeb-2500	90	13	the	the	DET
ajbmeb-2500	90	14	basis	basis	NOUN
ajbmeb-2500	90	15	of	of	ADP
ajbmeb-2500	90	16	new	new	ADJ
ajbmeb-2500	90	17	technologies	technology	NOUN
ajbmeb-2500	90	18	,	,	PUNCT
ajbmeb-2500	90	19	significantly	significantly	ADV
ajbmeb-2500	90	20	increasing	increase	VERB
ajbmeb-2500	90	21	its	its	PRON
ajbmeb-2500	90	22	efficiency	efficiency	NOUN
ajbmeb-2500	90	23	and	and	CCONJ
ajbmeb-2500	90	24	accuracy	accuracy	NOUN
ajbmeb-2500	90	25	.	.	PUNCT
ajbmeb-2500	91	1	american	american	ADJ
ajbmeb-2500	91	2	journal	journal	PROPN
ajbmeb-2500	91	3	of	of	ADP
ajbmeb-2500	91	4	business	business	NOUN
ajbmeb-2500	91	5	management	management	NOUN
ajbmeb-2500	91	6	,	,	PUNCT
ajbmeb-2500	91	7	economics	economic	NOUN
ajbmeb-2500	91	8	and	and	CCONJ
ajbmeb-2500	91	9	banking	banking	NOUN
ajbmeb-2500	91	10	volume	volume	NOUN
ajbmeb-2500	91	11	30	30	NUM
ajbmeb-2500	91	12	november	november	PROPN
ajbmeb-2500	91	13	2024	2024	NUM
ajbmeb-2500	91	14	p	p	NOUN
ajbmeb-2500	91	15	a	a	PRON
ajbmeb-2500	91	16	g	g	NOUN
ajbmeb-2500	91	17	e	e	NOUN
ajbmeb-2500	91	18	|	|	ADV
ajbmeb-2500	91	19	78	78	NUM
ajbmeb-2500	91	20	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-2500	91	21	3	3	NUM
ajbmeb-2500	91	22	.	.	PUNCT
ajbmeb-2500	92	1	blockchain	blockchain	PROPN
ajbmeb-2500	92	2	technologies	technologies	PROPN
ajbmeb-2500	92	3	:	:	PUNCT
ajbmeb-2500	92	4	blockchain	blockchain	PROPN
ajbmeb-2500	92	5	technologies	technology	NOUN
ajbmeb-2500	92	6	can	can	AUX
ajbmeb-2500	92	7	improve	improve	VERB
ajbmeb-2500	92	8	the	the	DET
ajbmeb-2500	92	9	transparency	transparency	NOUN
ajbmeb-2500	92	10	of	of	ADP
ajbmeb-2500	92	11	financial	financial	ADJ
ajbmeb-2500	92	12	operations	operation	NOUN
ajbmeb-2500	92	13	and	and	CCONJ
ajbmeb-2500	92	14	ensure	ensure	VERB
ajbmeb-2500	92	15	the	the	DET
ajbmeb-2500	92	16	immutability	immutability	NOUN
ajbmeb-2500	92	17	of	of	ADP
ajbmeb-2500	92	18	data	datum	NOUN
ajbmeb-2500	92	19	.	.	PUNCT
ajbmeb-2500	93	1	blockchain	blockchain	PROPN
ajbmeb-2500	93	2	is	be	AUX
ajbmeb-2500	93	3	a	a	DET
ajbmeb-2500	93	4	decentralized	decentralize	VERB
ajbmeb-2500	93	5	,	,	PUNCT
ajbmeb-2500	93	6	secure	secure	ADJ
ajbmeb-2500	93	7	,	,	PUNCT
ajbmeb-2500	93	8	and	and	CCONJ
ajbmeb-2500	93	9	immutable	immutable	ADJ
ajbmeb-2500	93	10	data	datum	NOUN
ajbmeb-2500	93	11	chain	chain	NOUN
ajbmeb-2500	93	12	technology	technology	NOUN
ajbmeb-2500	93	13	that	that	PRON
ajbmeb-2500	93	14	ensures	ensure	VERB
ajbmeb-2500	93	15	continuous	continuous	ADJ
ajbmeb-2500	93	16	recording	recording	NOUN
ajbmeb-2500	93	17	of	of	ADP
ajbmeb-2500	93	18	transactions	transaction	NOUN
ajbmeb-2500	93	19	and	and	CCONJ
ajbmeb-2500	93	20	other	other	ADJ
ajbmeb-2500	93	21	data	datum	NOUN
ajbmeb-2500	93	22	.	.	PUNCT
ajbmeb-2500	94	1	blockchain	blockchain	PROPN
ajbmeb-2500	94	2	operates	operate	VERB
ajbmeb-2500	94	3	without	without	ADP
ajbmeb-2500	94	4	centralized	centralized	ADJ
ajbmeb-2500	94	5	servers	server	NOUN
ajbmeb-2500	94	6	and	and	CCONJ
ajbmeb-2500	94	7	allows	allow	VERB
ajbmeb-2500	94	8	data	datum	NOUN
ajbmeb-2500	94	9	to	to	PART
ajbmeb-2500	94	10	be	be	AUX
ajbmeb-2500	94	11	stored	store	VERB
ajbmeb-2500	94	12	securely	securely	ADV
ajbmeb-2500	94	13	and	and	CCONJ
ajbmeb-2500	94	14	reliably	reliably	ADV
ajbmeb-2500	94	15	,	,	PUNCT
ajbmeb-2500	94	16	as	as	SCONJ
ajbmeb-2500	94	17	it	it	PRON
ajbmeb-2500	94	18	is	be	AUX
ajbmeb-2500	94	19	validated	validate	VERB
ajbmeb-2500	94	20	through	through	ADP
ajbmeb-2500	94	21	multiple	multiple	ADJ
ajbmeb-2500	94	22	nodes	node	NOUN
ajbmeb-2500	94	23	(	(	PUNCT
ajbmeb-2500	94	24	networks	network	NOUN
ajbmeb-2500	94	25	)	)	PUNCT
ajbmeb-2500	94	26	.	.	PUNCT
ajbmeb-2500	95	1	key	key	ADJ
ajbmeb-2500	95	2	features	feature	NOUN
ajbmeb-2500	95	3	of	of	ADP
ajbmeb-2500	95	4	blockchain	blockchain	PROPN
ajbmeb-2500	95	5	technologies	technology	NOUN
ajbmeb-2500	95	6	:	:	PUNCT
ajbmeb-2500	95	7	a	a	X
ajbmeb-2500	95	8	)	)	PUNCT
ajbmeb-2500	95	9	decentralization	decentralization	NOUN
ajbmeb-2500	95	10	:	:	PUNCT
ajbmeb-2500	95	11	there	there	PRON
ajbmeb-2500	95	12	is	be	VERB
ajbmeb-2500	95	13	no	no	DET
ajbmeb-2500	95	14	central	central	ADJ
ajbmeb-2500	95	15	control	control	NOUN
ajbmeb-2500	95	16	in	in	ADP
ajbmeb-2500	95	17	the	the	DET
ajbmeb-2500	95	18	blockchain	blockchain	PROPN
ajbmeb-2500	95	19	network	network	NOUN
ajbmeb-2500	95	20	.	.	PUNCT
ajbmeb-2500	96	1	all	all	DET
ajbmeb-2500	96	2	participants	participant	NOUN
ajbmeb-2500	96	3	have	have	VERB
ajbmeb-2500	96	4	equal	equal	ADJ
ajbmeb-2500	96	5	rights	right	NOUN
ajbmeb-2500	96	6	and	and	CCONJ
ajbmeb-2500	96	7	contribute	contribute	VERB
ajbmeb-2500	96	8	to	to	ADP
ajbmeb-2500	96	9	confirming	confirm	VERB
ajbmeb-2500	96	10	transactions	transaction	NOUN
ajbmeb-2500	96	11	.	.	PUNCT
ajbmeb-2500	97	1	this	this	PRON
ajbmeb-2500	97	2	makes	make	VERB
ajbmeb-2500	97	3	the	the	DET
ajbmeb-2500	97	4	network	network	NOUN
ajbmeb-2500	97	5	more	more	ADV
ajbmeb-2500	97	6	secure	secure	ADJ
ajbmeb-2500	97	7	against	against	ADP
ajbmeb-2500	97	8	central	central	ADJ
ajbmeb-2500	97	9	attacks	attack	NOUN
ajbmeb-2500	97	10	and	and	CCONJ
ajbmeb-2500	97	11	breaches	breach	NOUN
ajbmeb-2500	97	12	.	.	PUNCT
ajbmeb-2500	98	1	b	b	X
ajbmeb-2500	98	2	)	)	PUNCT
ajbmeb-2500	98	3	immutability	immutability	NOUN
ajbmeb-2500	98	4	:	:	PUNCT
ajbmeb-2500	98	5	once	once	SCONJ
ajbmeb-2500	98	6	data	datum	NOUN
ajbmeb-2500	98	7	is	be	AUX
ajbmeb-2500	98	8	entered	enter	VERB
ajbmeb-2500	98	9	into	into	ADP
ajbmeb-2500	98	10	the	the	DET
ajbmeb-2500	98	11	blockchain	blockchain	NOUN
ajbmeb-2500	98	12	,	,	PUNCT
ajbmeb-2500	98	13	it	it	PRON
ajbmeb-2500	98	14	can	can	AUX
ajbmeb-2500	98	15	not	not	PART
ajbmeb-2500	98	16	be	be	AUX
ajbmeb-2500	98	17	altered	alter	VERB
ajbmeb-2500	98	18	or	or	CCONJ
ajbmeb-2500	98	19	deleted	delete	VERB
ajbmeb-2500	98	20	.	.	PUNCT
ajbmeb-2500	99	1	every	every	DET
ajbmeb-2500	99	2	transaction	transaction	NOUN
ajbmeb-2500	99	3	or	or	CCONJ
ajbmeb-2500	99	4	record	record	NOUN
ajbmeb-2500	99	5	is	be	AUX
ajbmeb-2500	99	6	permanently	permanently	ADV
ajbmeb-2500	99	7	stored	store	VERB
ajbmeb-2500	99	8	in	in	ADP
ajbmeb-2500	99	9	a	a	DET
ajbmeb-2500	99	10	block	block	NOUN
ajbmeb-2500	99	11	,	,	PUNCT
ajbmeb-2500	99	12	preventing	prevent	VERB
ajbmeb-2500	99	13	any	any	DET
ajbmeb-2500	99	14	changes	change	NOUN
ajbmeb-2500	99	15	or	or	CCONJ
ajbmeb-2500	99	16	reversals	reversal	NOUN
ajbmeb-2500	99	17	.	.	PUNCT
ajbmeb-2500	100	1	c	c	X
ajbmeb-2500	100	2	)	)	PUNCT
ajbmeb-2500	100	3	transparency	transparency	NOUN
ajbmeb-2500	100	4	and	and	CCONJ
ajbmeb-2500	100	5	traceability	traceability	NOUN
ajbmeb-2500	100	6	:	:	PUNCT
ajbmeb-2500	100	7	each	each	DET
ajbmeb-2500	100	8	transaction	transaction	NOUN
ajbmeb-2500	100	9	is	be	AUX
ajbmeb-2500	100	10	recorded	record	VERB
ajbmeb-2500	100	11	in	in	ADP
ajbmeb-2500	100	12	an	an	DET
ajbmeb-2500	100	13	open	open	ADJ
ajbmeb-2500	100	14	network	network	NOUN
ajbmeb-2500	100	15	and	and	CCONJ
ajbmeb-2500	100	16	can	can	AUX
ajbmeb-2500	100	17	be	be	AUX
ajbmeb-2500	100	18	viewed	view	VERB
ajbmeb-2500	100	19	by	by	ADP
ajbmeb-2500	100	20	all	all	DET
ajbmeb-2500	100	21	participants	participant	NOUN
ajbmeb-2500	100	22	.	.	PUNCT
ajbmeb-2500	101	1	therefore	therefore	ADV
ajbmeb-2500	101	2	,	,	PUNCT
ajbmeb-2500	101	3	blockchain	blockchain	PROPN
ajbmeb-2500	101	4	enhances	enhance	VERB
ajbmeb-2500	101	5	transparency	transparency	NOUN
ajbmeb-2500	101	6	and	and	CCONJ
ajbmeb-2500	101	7	prevents	prevent	VERB
ajbmeb-2500	101	8	fraud	fraud	NOUN
ajbmeb-2500	101	9	or	or	CCONJ
ajbmeb-2500	101	10	falsification	falsification	NOUN
ajbmeb-2500	101	11	in	in	ADP
ajbmeb-2500	101	12	the	the	DET
ajbmeb-2500	101	13	system	system	NOUN
ajbmeb-2500	101	14	.	.	PUNCT
ajbmeb-2500	102	1	d	d	X
ajbmeb-2500	102	2	)	)	PUNCT
ajbmeb-2500	102	3	security	security	NOUN
ajbmeb-2500	102	4	:	:	PUNCT
ajbmeb-2500	102	5	blockchain	blockchain	PROPN
ajbmeb-2500	102	6	transactions	transaction	NOUN
ajbmeb-2500	102	7	are	be	AUX
ajbmeb-2500	102	8	protected	protect	VERB
ajbmeb-2500	102	9	by	by	ADP
ajbmeb-2500	102	10	cryptographic	cryptographic	ADJ
ajbmeb-2500	102	11	algorithms	algorithm	NOUN
ajbmeb-2500	102	12	(	(	PUNCT
ajbmeb-2500	102	13	methods	method	NOUN
ajbmeb-2500	102	14	for	for	ADP
ajbmeb-2500	102	15	encoding	encode	VERB
ajbmeb-2500	102	16	data	datum	NOUN
ajbmeb-2500	102	17	to	to	PART
ajbmeb-2500	102	18	keep	keep	VERB
ajbmeb-2500	102	19	it	it	PRON
ajbmeb-2500	102	20	confidential	confidential	ADJ
ajbmeb-2500	102	21	and	and	CCONJ
ajbmeb-2500	102	22	secure	secure	ADJ
ajbmeb-2500	102	23	)	)	PUNCT
ajbmeb-2500	102	24	.	.	PUNCT
ajbmeb-2500	103	1	each	each	DET
ajbmeb-2500	103	2	block	block	NOUN
ajbmeb-2500	103	3	is	be	AUX
ajbmeb-2500	103	4	coded	code	VERB
ajbmeb-2500	103	5	with	with	ADP
ajbmeb-2500	103	6	a	a	DET
ajbmeb-2500	103	7	unique	unique	ADJ
ajbmeb-2500	103	8	cryptographic	cryptographic	ADJ
ajbmeb-2500	103	9	hash	hash	NOUN
ajbmeb-2500	103	10	,	,	PUNCT
ajbmeb-2500	103	11	linking	link	VERB
ajbmeb-2500	103	12	it	it	PRON
ajbmeb-2500	103	13	to	to	ADP
ajbmeb-2500	103	14	the	the	DET
ajbmeb-2500	103	15	next	next	ADJ
ajbmeb-2500	103	16	block	block	NOUN
ajbmeb-2500	103	17	and	and	CCONJ
ajbmeb-2500	103	18	helping	help	VERB
ajbmeb-2500	103	19	store	store	VERB
ajbmeb-2500	103	20	the	the	DET
ajbmeb-2500	103	21	data	datum	NOUN
ajbmeb-2500	103	22	securely	securely	ADV
ajbmeb-2500	103	23	within	within	ADP
ajbmeb-2500	103	24	the	the	DET
ajbmeb-2500	103	25	network	network	NOUN
ajbmeb-2500	103	26	.	.	PUNCT
ajbmeb-2500	104	1	4	4	X
ajbmeb-2500	104	2	.	.	X
ajbmeb-2500	104	3	artificial	artificial	ADJ
ajbmeb-2500	104	4	intelligence	intelligence	NOUN
ajbmeb-2500	104	5	and	and	CCONJ
ajbmeb-2500	104	6	machine	machine	NOUN
ajbmeb-2500	104	7	learning	learning	NOUN
ajbmeb-2500	104	8	:	:	PUNCT
ajbmeb-2500	104	9	these	these	DET
ajbmeb-2500	104	10	technologies	technology	NOUN
ajbmeb-2500	104	11	are	be	AUX
ajbmeb-2500	104	12	useful	useful	ADJ
ajbmeb-2500	104	13	for	for	ADP
ajbmeb-2500	104	14	identifying	identify	VERB
ajbmeb-2500	104	15	problems	problem	NOUN
ajbmeb-2500	104	16	in	in	ADP
ajbmeb-2500	104	17	advance	advance	NOUN
ajbmeb-2500	104	18	and	and	CCONJ
ajbmeb-2500	104	19	suggesting	suggest	VERB
ajbmeb-2500	104	20	automated	automated	ADJ
ajbmeb-2500	104	21	solutions	solution	NOUN
ajbmeb-2500	104	22	.	.	PUNCT
ajbmeb-2500	105	1	the	the	DET
ajbmeb-2500	105	2	application	application	NOUN
ajbmeb-2500	105	3	of	of	ADP
ajbmeb-2500	105	4	blockchain	blockchain	PROPN
ajbmeb-2500	105	5	technology	technology	PROPN
ajbmeb-2500	105	6	in	in	ADP
ajbmeb-2500	105	7	internal	internal	ADJ
ajbmeb-2500	105	8	audit	audit	NOUN
ajbmeb-2500	105	9	processes	process	NOUN
ajbmeb-2500	105	10	creates	create	VERB
ajbmeb-2500	105	11	new	new	ADJ
ajbmeb-2500	105	12	approaches	approach	NOUN
ajbmeb-2500	105	13	to	to	PART
ajbmeb-2500	105	14	ensure	ensure	VERB
ajbmeb-2500	105	15	the	the	DET
ajbmeb-2500	105	16	integrity	integrity	NOUN
ajbmeb-2500	105	17	and	and	CCONJ
ajbmeb-2500	105	18	transparency	transparency	NOUN
ajbmeb-2500	105	19	of	of	ADP
ajbmeb-2500	105	20	financial	financial	ADJ
ajbmeb-2500	105	21	and	and	CCONJ
ajbmeb-2500	105	22	operational	operational	ADJ
ajbmeb-2500	105	23	data	datum	NOUN
ajbmeb-2500	105	24	.	.	PUNCT
ajbmeb-2500	106	1	this	this	DET
ajbmeb-2500	106	2	decentralized	decentralize	VERB
ajbmeb-2500	106	3	system	system	NOUN
ajbmeb-2500	106	4	stores	store	NOUN
ajbmeb-2500	106	5	an	an	DET
ajbmeb-2500	106	6	immutable	immutable	ADJ
ajbmeb-2500	106	7	digital	digital	ADJ
ajbmeb-2500	106	8	record	record	NOUN
ajbmeb-2500	106	9	of	of	ADP
ajbmeb-2500	106	10	each	each	DET
ajbmeb-2500	106	11	transaction	transaction	NOUN
ajbmeb-2500	106	12	and	and	CCONJ
ajbmeb-2500	106	13	operation	operation	NOUN
ajbmeb-2500	106	14	,	,	PUNCT
ajbmeb-2500	106	15	significantly	significantly	ADV
ajbmeb-2500	106	16	simplifying	simplify	VERB
ajbmeb-2500	106	17	and	and	CCONJ
ajbmeb-2500	106	18	enhancing	enhance	VERB
ajbmeb-2500	106	19	audit	audit	NOUN
ajbmeb-2500	106	20	processes	process	NOUN
ajbmeb-2500	106	21	.	.	PUNCT
ajbmeb-2500	107	1	key	key	ADJ
ajbmeb-2500	107	2	advantages	advantage	NOUN
ajbmeb-2500	107	3	of	of	ADP
ajbmeb-2500	107	4	blockchain	blockchain	PROPN
ajbmeb-2500	107	5	include	include	VERB
ajbmeb-2500	107	6	:	:	PUNCT
ajbmeb-2500	107	7	•	•	ADV
ajbmeb-2500	107	8	automated	automate	VERB
ajbmeb-2500	107	9	verification	verification	NOUN
ajbmeb-2500	107	10	:	:	PUNCT
ajbmeb-2500	107	11	eliminates	eliminate	VERB
ajbmeb-2500	107	12	the	the	DET
ajbmeb-2500	107	13	need	need	NOUN
ajbmeb-2500	107	14	for	for	ADP
ajbmeb-2500	107	15	manual	manual	ADJ
ajbmeb-2500	107	16	checks	check	NOUN
ajbmeb-2500	107	17	of	of	ADP
ajbmeb-2500	107	18	financial	financial	ADJ
ajbmeb-2500	107	19	transactions	transaction	NOUN
ajbmeb-2500	107	20	and	and	CCONJ
ajbmeb-2500	107	21	operations	operation	NOUN
ajbmeb-2500	107	22	.	.	PUNCT
ajbmeb-2500	108	1	transactions	transaction	NOUN
ajbmeb-2500	108	2	are	be	AUX
ajbmeb-2500	108	3	automatically	automatically	ADV
ajbmeb-2500	108	4	verified	verify	VERB
ajbmeb-2500	108	5	in	in	ADP
ajbmeb-2500	108	6	real	real	ADJ
ajbmeb-2500	108	7	time	time	NOUN
ajbmeb-2500	108	8	through	through	ADP
ajbmeb-2500	108	9	the	the	DET
ajbmeb-2500	108	10	blockchain	blockchain	PROPN
ajbmeb-2500	108	11	system	system	PROPN
ajbmeb-2500	108	12	.	.	PUNCT
ajbmeb-2500	109	1	•	•	NUM
ajbmeb-2500	109	2	prevention	prevention	NOUN
ajbmeb-2500	109	3	of	of	ADP
ajbmeb-2500	109	4	errors	error	NOUN
ajbmeb-2500	109	5	:	:	PUNCT
ajbmeb-2500	109	6	human	human	ADJ
ajbmeb-2500	109	7	error	error	NOUN
ajbmeb-2500	109	8	,	,	PUNCT
ajbmeb-2500	109	9	data	datum	NOUN
ajbmeb-2500	109	10	manipulation	manipulation	NOUN
ajbmeb-2500	109	11	,	,	PUNCT
ajbmeb-2500	109	12	and	and	CCONJ
ajbmeb-2500	109	13	subjective	subjective	ADJ
ajbmeb-2500	109	14	decision	decision	NOUN
ajbmeb-2500	109	15	-	-	PUNCT
ajbmeb-2500	109	16	making	making	NOUN
ajbmeb-2500	109	17	are	be	AUX
ajbmeb-2500	109	18	almost	almost	ADV
ajbmeb-2500	109	19	entirely	entirely	ADV
ajbmeb-2500	109	20	eliminated	eliminate	VERB
ajbmeb-2500	109	21	.	.	PUNCT
ajbmeb-2500	110	1	•	•	NUM
ajbmeb-2500	110	2	increased	increase	VERB
ajbmeb-2500	110	3	efficiency	efficiency	NOUN
ajbmeb-2500	110	4	:	:	PUNCT
ajbmeb-2500	110	5	blockchain	blockchain	PROPN
ajbmeb-2500	110	6	technology	technology	PROPN
ajbmeb-2500	110	7	reduces	reduce	VERB
ajbmeb-2500	110	8	the	the	DET
ajbmeb-2500	110	9	time	time	NOUN
ajbmeb-2500	110	10	and	and	CCONJ
ajbmeb-2500	110	11	resources	resource	NOUN
ajbmeb-2500	110	12	spent	spend	VERB
ajbmeb-2500	110	13	by	by	ADP
ajbmeb-2500	110	14	internal	internal	ADJ
ajbmeb-2500	110	15	auditors	auditor	NOUN
ajbmeb-2500	110	16	,	,	PUNCT
ajbmeb-2500	110	17	allowing	allow	VERB
ajbmeb-2500	110	18	them	they	PRON
ajbmeb-2500	110	19	to	to	PART
ajbmeb-2500	110	20	focus	focus	VERB
ajbmeb-2500	110	21	more	more	ADV
ajbmeb-2500	110	22	on	on	ADP
ajbmeb-2500	110	23	strategic	strategic	ADJ
ajbmeb-2500	110	24	tasks	task	NOUN
ajbmeb-2500	110	25	.	.	PUNCT
ajbmeb-2500	111	1	a	a	DET
ajbmeb-2500	111	2	new	new	ADJ
ajbmeb-2500	111	3	professional	professional	ADJ
ajbmeb-2500	111	4	field	field	NOUN
ajbmeb-2500	111	5	emerging	emerge	VERB
ajbmeb-2500	111	6	from	from	ADP
ajbmeb-2500	111	7	blockchain	blockchain	PROPN
ajbmeb-2500	111	8	technology	technology	PROPN
ajbmeb-2500	111	9	is	be	AUX
ajbmeb-2500	111	10	that	that	PRON
ajbmeb-2500	111	11	of	of	ADP
ajbmeb-2500	111	12	the	the	DET
ajbmeb-2500	111	13	blockchain	blockchain	PROPN
ajbmeb-2500	111	14	auditor	auditor	NOUN
ajbmeb-2500	111	15	.	.	PUNCT
ajbmeb-2500	112	1	this	this	DET
ajbmeb-2500	112	2	role	role	NOUN
ajbmeb-2500	112	3	includes	include	VERB
ajbmeb-2500	112	4	:	:	PUNCT
ajbmeb-2500	112	5	•	•	NUM
ajbmeb-2500	112	6	analyzing	analyze	VERB
ajbmeb-2500	112	7	transactions	transaction	NOUN
ajbmeb-2500	112	8	in	in	ADP
ajbmeb-2500	112	9	the	the	DET
ajbmeb-2500	112	10	blockchain	blockchain	NOUN
ajbmeb-2500	112	11	system	system	NOUN
ajbmeb-2500	112	12	and	and	CCONJ
ajbmeb-2500	112	13	assessing	assess	VERB
ajbmeb-2500	112	14	their	their	PRON
ajbmeb-2500	112	15	relevance	relevance	NOUN
ajbmeb-2500	112	16	to	to	ADP
ajbmeb-2500	112	17	business	business	NOUN
ajbmeb-2500	112	18	activities	activity	NOUN
ajbmeb-2500	112	19	.	.	PUNCT
ajbmeb-2500	113	1	•	•	NOUN
ajbmeb-2500	114	1	verifying	verify	VERB
ajbmeb-2500	114	2	the	the	DET
ajbmeb-2500	114	3	security	security	NOUN
ajbmeb-2500	114	4	and	and	CCONJ
ajbmeb-2500	114	5	efficiency	efficiency	NOUN
ajbmeb-2500	114	6	of	of	ADP
ajbmeb-2500	114	7	new	new	ADJ
ajbmeb-2500	114	8	digital	digital	ADJ
ajbmeb-2500	114	9	platforms	platform	NOUN
ajbmeb-2500	114	10	built	build	VERB
ajbmeb-2500	114	11	on	on	ADP
ajbmeb-2500	114	12	blockchain	blockchain	PROPN
ajbmeb-2500	114	13	.	.	PROPN
ajbmeb-2500	115	1	•	•	NUM
ajbmeb-2500	115	2	auditing	audit	VERB
ajbmeb-2500	115	3	smart	smart	ADJ
ajbmeb-2500	115	4	contracts	contract	NOUN
ajbmeb-2500	115	5	to	to	PART
ajbmeb-2500	115	6	detect	detect	VERB
ajbmeb-2500	115	7	fraud	fraud	NOUN
ajbmeb-2500	115	8	risks	risk	NOUN
ajbmeb-2500	115	9	.	.	PUNCT
ajbmeb-2500	116	1	in	in	ADP
ajbmeb-2500	116	2	this	this	DET
ajbmeb-2500	116	3	way	way	NOUN
ajbmeb-2500	116	4	,	,	PUNCT
ajbmeb-2500	116	5	blockchain	blockchain	PROPN
ajbmeb-2500	116	6	technology	technology	PROPN
ajbmeb-2500	116	7	advances	advance	NOUN
ajbmeb-2500	116	8	audit	audit	NOUN
ajbmeb-2500	116	9	processes	process	NOUN
ajbmeb-2500	116	10	from	from	ADP
ajbmeb-2500	116	11	traditional	traditional	ADJ
ajbmeb-2500	116	12	approaches	approach	NOUN
ajbmeb-2500	116	13	to	to	ADP
ajbmeb-2500	116	14	innovative	innovative	ADJ
ajbmeb-2500	116	15	,	,	PUNCT
ajbmeb-2500	116	16	digital	digital	ADJ
ajbmeb-2500	116	17	management	management	NOUN
ajbmeb-2500	116	18	systems	system	NOUN
ajbmeb-2500	116	19	.	.	PUNCT
ajbmeb-2500	117	1	this	this	DET
ajbmeb-2500	117	2	shift	shift	NOUN
ajbmeb-2500	117	3	not	not	PART
ajbmeb-2500	117	4	only	only	ADV
ajbmeb-2500	117	5	improves	improve	VERB
ajbmeb-2500	117	6	the	the	DET
ajbmeb-2500	117	7	efficiency	efficiency	NOUN
ajbmeb-2500	117	8	of	of	ADP
ajbmeb-2500	117	9	internal	internal	ADJ
ajbmeb-2500	117	10	audits	audits	NOUN
ajbmeb-2500	117	11	but	but	CCONJ
ajbmeb-2500	117	12	also	also	ADV
ajbmeb-2500	117	13	creates	create	VERB
ajbmeb-2500	117	14	new	new	ADJ
ajbmeb-2500	117	15	professional	professional	ADJ
ajbmeb-2500	117	16	paths	path	NOUN
ajbmeb-2500	117	17	,	,	PUNCT
ajbmeb-2500	117	18	which	which	PRON
ajbmeb-2500	117	19	is	be	AUX
ajbmeb-2500	117	20	strategically	strategically	ADV
ajbmeb-2500	117	21	important	important	ADJ
ajbmeb-2500	117	22	in	in	ADP
ajbmeb-2500	117	23	a	a	DET
ajbmeb-2500	117	24	digital	digital	ADJ
ajbmeb-2500	117	25	economy	economy	NOUN
ajbmeb-2500	117	26	.	.	PUNCT
ajbmeb-2500	118	1	artificial	artificial	ADJ
ajbmeb-2500	118	2	intelligence	intelligence	NOUN
ajbmeb-2500	118	3	(	(	PUNCT
ajbmeb-2500	118	4	ai	ai	PROPN
ajbmeb-2500	118	5	)	)	PUNCT
ajbmeb-2500	118	6	is	be	AUX
ajbmeb-2500	118	7	the	the	DET
ajbmeb-2500	118	8	process	process	NOUN
ajbmeb-2500	118	9	of	of	ADP
ajbmeb-2500	118	10	giving	give	VERB
ajbmeb-2500	118	11	computers	computer	NOUN
ajbmeb-2500	118	12	or	or	CCONJ
ajbmeb-2500	118	13	software	software	VERB
ajbmeb-2500	118	14	human	human	ADJ
ajbmeb-2500	118	15	-	-	PUNCT
ajbmeb-2500	118	16	like	like	ADJ
ajbmeb-2500	118	17	intelligence	intelligence	NOUN
ajbmeb-2500	118	18	.	.	PUNCT
ajbmeb-2500	119	1	american	american	PROPN
ajbmeb-2500	119	2	journal	journal	PROPN
ajbmeb-2500	119	3	of	of	ADP
ajbmeb-2500	119	4	business	business	NOUN
ajbmeb-2500	119	5	management	management	NOUN
ajbmeb-2500	119	6	,	,	PUNCT
ajbmeb-2500	119	7	economics	economic	NOUN
ajbmeb-2500	119	8	and	and	CCONJ
ajbmeb-2500	119	9	banking	banking	NOUN
ajbmeb-2500	119	10	volume	volume	NOUN
ajbmeb-2500	119	11	30	30	NUM
ajbmeb-2500	119	12	november	november	PROPN
ajbmeb-2500	119	13	2024	2024	NUM
ajbmeb-2500	119	14	p	p	NOUN
ajbmeb-2500	119	15	a	a	DET
ajbmeb-2500	119	16	g	g	NOUN
ajbmeb-2500	119	17	e	e	NOUN
ajbmeb-2500	119	18	|	|	ADV
ajbmeb-2500	119	19	79	79	NUM
ajbmeb-2500	119	20	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-2500	119	21	machine	machine	NOUN
ajbmeb-2500	119	22	learning	learning	NOUN
ajbmeb-2500	119	23	(	(	PUNCT
ajbmeb-2500	119	24	ml	ml	NOUN
ajbmeb-2500	119	25	)	)	PUNCT
ajbmeb-2500	119	26	,	,	PUNCT
ajbmeb-2500	119	27	a	a	DET
ajbmeb-2500	119	28	subset	subset	NOUN
ajbmeb-2500	119	29	of	of	ADP
ajbmeb-2500	119	30	ai	ai	NOUN
ajbmeb-2500	119	31	,	,	PUNCT
ajbmeb-2500	119	32	involves	involve	VERB
ajbmeb-2500	119	33	systems	system	NOUN
ajbmeb-2500	119	34	and	and	CCONJ
ajbmeb-2500	119	35	algorithms	algorithm	NOUN
ajbmeb-2500	119	36	that	that	PRON
ajbmeb-2500	119	37	independently	independently	ADV
ajbmeb-2500	119	38	learn	learn	VERB
ajbmeb-2500	119	39	from	from	ADP
ajbmeb-2500	119	40	large	large	ADJ
ajbmeb-2500	119	41	amounts	amount	NOUN
ajbmeb-2500	119	42	of	of	ADP
ajbmeb-2500	119	43	data	datum	NOUN
ajbmeb-2500	119	44	to	to	PART
ajbmeb-2500	119	45	improve	improve	VERB
ajbmeb-2500	119	46	decision	decision	NOUN
ajbmeb-2500	119	47	-	-	PUNCT
ajbmeb-2500	119	48	making	making	NOUN
ajbmeb-2500	119	49	.	.	PUNCT
ajbmeb-2500	120	1	in	in	ADP
ajbmeb-2500	120	2	internal	internal	ADJ
ajbmeb-2500	120	3	audits	audits	NOUN
ajbmeb-2500	120	4	,	,	PUNCT
ajbmeb-2500	120	5	ai	ai	VERB
ajbmeb-2500	120	6	plays	play	VERB
ajbmeb-2500	120	7	a	a	DET
ajbmeb-2500	120	8	significant	significant	ADJ
ajbmeb-2500	120	9	role	role	NOUN
ajbmeb-2500	120	10	in	in	ADP
ajbmeb-2500	120	11	speeding	speed	VERB
ajbmeb-2500	120	12	up	up	ADP
ajbmeb-2500	120	13	processes	process	NOUN
ajbmeb-2500	120	14	,	,	PUNCT
ajbmeb-2500	120	15	improving	improve	VERB
ajbmeb-2500	120	16	efficiency	efficiency	NOUN
ajbmeb-2500	120	17	,	,	PUNCT
ajbmeb-2500	120	18	and	and	CCONJ
ajbmeb-2500	120	19	identifying	identify	VERB
ajbmeb-2500	120	20	errors	error	NOUN
ajbmeb-2500	120	21	.	.	PUNCT
ajbmeb-2500	121	1	internal	internal	ADJ
ajbmeb-2500	121	2	audit	audit	NOUN
ajbmeb-2500	121	3	processes	process	NOUN
ajbmeb-2500	121	4	often	often	ADV
ajbmeb-2500	121	5	require	require	VERB
ajbmeb-2500	121	6	examining	examine	VERB
ajbmeb-2500	121	7	and	and	CCONJ
ajbmeb-2500	121	8	analyzing	analyze	VERB
ajbmeb-2500	121	9	large	large	ADJ
ajbmeb-2500	121	10	datasets	dataset	NOUN
ajbmeb-2500	121	11	,	,	PUNCT
ajbmeb-2500	121	12	and	and	CCONJ
ajbmeb-2500	121	13	ai	ai	PROPN
ajbmeb-2500	121	14	technologies	technology	NOUN
ajbmeb-2500	121	15	provide	provide	VERB
ajbmeb-2500	121	16	valuable	valuable	ADJ
ajbmeb-2500	121	17	assistance	assistance	NOUN
ajbmeb-2500	121	18	in	in	ADP
ajbmeb-2500	121	19	this	this	DET
ajbmeb-2500	121	20	area	area	NOUN
ajbmeb-2500	121	21	.	.	PUNCT
ajbmeb-2500	122	1	figure	figure	NOUN
ajbmeb-2500	122	2	2	2	NUM
ajbmeb-2500	122	3	.	.	PUNCT
ajbmeb-2500	122	4	main	main	ADJ
ajbmeb-2500	122	5	directions	direction	NOUN
ajbmeb-2500	122	6	in	in	ADP
ajbmeb-2500	122	7	improving	improve	VERB
ajbmeb-2500	122	8	internal	internal	ADJ
ajbmeb-2500	122	9	audit	audit	NOUN
ajbmeb-2500	122	10	processes	process	NOUN
ajbmeb-2500	122	11	in	in	ADP
ajbmeb-2500	122	12	the	the	DET
ajbmeb-2500	122	13	digital	digital	ADJ
ajbmeb-2500	122	14	economy	economy	NOUN
ajbmeb-2500	122	15	overall	overall	ADV
ajbmeb-2500	122	16	,	,	PUNCT
ajbmeb-2500	122	17	the	the	DET
ajbmeb-2500	122	18	digital	digital	ADJ
ajbmeb-2500	122	19	economy	economy	NOUN
ajbmeb-2500	122	20	greatly	greatly	ADV
ajbmeb-2500	122	21	helps	help	VERB
ajbmeb-2500	122	22	optimize	optimize	VERB
ajbmeb-2500	122	23	and	and	CCONJ
ajbmeb-2500	122	24	enhance	enhance	VERB
ajbmeb-2500	122	25	the	the	DET
ajbmeb-2500	122	26	security	security	NOUN
ajbmeb-2500	122	27	of	of	ADP
ajbmeb-2500	122	28	internal	internal	ADJ
ajbmeb-2500	122	29	audit	audit	NOUN
ajbmeb-2500	122	30	processes	process	NOUN
ajbmeb-2500	122	31	,	,	PUNCT
ajbmeb-2500	122	32	ultimately	ultimately	ADV
ajbmeb-2500	122	33	contributing	contribute	VERB
ajbmeb-2500	122	34	to	to	ADP
ajbmeb-2500	122	35	the	the	DET
ajbmeb-2500	122	36	financial	financial	ADJ
ajbmeb-2500	122	37	stability	stability	NOUN
ajbmeb-2500	122	38	of	of	ADP
ajbmeb-2500	122	39	entities	entity	NOUN
ajbmeb-2500	122	40	.	.	PUNCT
ajbmeb-2500	123	1	the	the	DET
ajbmeb-2500	123	2	rapid	rapid	ADJ
ajbmeb-2500	123	3	development	development	NOUN
ajbmeb-2500	123	4	of	of	ADP
ajbmeb-2500	123	5	the	the	DET
ajbmeb-2500	123	6	digital	digital	ADJ
ajbmeb-2500	123	7	economy	economy	NOUN
ajbmeb-2500	123	8	brings	bring	VERB
ajbmeb-2500	123	9	internal	internal	ADJ
ajbmeb-2500	123	10	audit	audit	NOUN
ajbmeb-2500	123	11	systems	system	NOUN
ajbmeb-2500	123	12	to	to	ADP
ajbmeb-2500	123	13	a	a	DET
ajbmeb-2500	123	14	new	new	ADJ
ajbmeb-2500	123	15	level	level	NOUN
ajbmeb-2500	123	16	in	in	ADP
ajbmeb-2500	123	17	business	business	NOUN
ajbmeb-2500	123	18	entities	entity	NOUN
ajbmeb-2500	123	19	,	,	PUNCT
ajbmeb-2500	123	20	offering	offer	VERB
ajbmeb-2500	123	21	extensive	extensive	ADJ
ajbmeb-2500	123	22	opportunities	opportunity	NOUN
ajbmeb-2500	123	23	to	to	PART
ajbmeb-2500	123	24	improve	improve	VERB
ajbmeb-2500	123	25	their	their	PRON
ajbmeb-2500	123	26	effectiveness	effectiveness	NOUN
ajbmeb-2500	123	27	.	.	PUNCT
ajbmeb-2500	124	1	with	with	ADP
ajbmeb-2500	124	2	modern	modern	ADJ
ajbmeb-2500	124	3	technologies	technology	NOUN
ajbmeb-2500	124	4	,	,	PUNCT
ajbmeb-2500	124	5	audit	audit	NOUN
ajbmeb-2500	124	6	processes	process	NOUN
ajbmeb-2500	124	7	are	be	AUX
ajbmeb-2500	124	8	not	not	PART
ajbmeb-2500	124	9	only	only	ADV
ajbmeb-2500	124	10	carried	carry	VERB
ajbmeb-2500	124	11	out	out	ADP
ajbmeb-2500	124	12	quickly	quickly	ADV
ajbmeb-2500	124	13	and	and	CCONJ
ajbmeb-2500	124	14	accurately	accurately	ADV
ajbmeb-2500	124	15	but	but	CCONJ
ajbmeb-2500	124	16	also	also	ADV
ajbmeb-2500	124	17	help	help	VERB
ajbmeb-2500	124	18	detect	detect	VERB
ajbmeb-2500	124	19	risks	risk	NOUN
ajbmeb-2500	124	20	early	early	ADV
ajbmeb-2500	124	21	,	,	PUNCT
ajbmeb-2500	124	22	reduce	reduce	VERB
ajbmeb-2500	124	23	errors	error	NOUN
ajbmeb-2500	124	24	,	,	PUNCT
ajbmeb-2500	124	25	and	and	CCONJ
ajbmeb-2500	124	26	ensure	ensure	VERB
ajbmeb-2500	124	27	operational	operational	ADJ
ajbmeb-2500	124	28	transparency	transparency	NOUN
ajbmeb-2500	124	29	.	.	PUNCT
ajbmeb-2500	125	1	innovative	innovative	ADJ
ajbmeb-2500	125	2	tools	tool	NOUN
ajbmeb-2500	125	3	like	like	ADP
ajbmeb-2500	125	4	cloud	cloud	NOUN
ajbmeb-2500	125	5	services	service	NOUN
ajbmeb-2500	125	6	,	,	PUNCT
ajbmeb-2500	125	7	big	big	ADJ
ajbmeb-2500	125	8	data	datum	NOUN
ajbmeb-2500	125	9	analytics	analytic	NOUN
ajbmeb-2500	125	10	,	,	PUNCT
ajbmeb-2500	125	11	and	and	CCONJ
ajbmeb-2500	125	12	blockchain	blockchain	PROPN
ajbmeb-2500	125	13	enhance	enhance	VERB
ajbmeb-2500	125	14	the	the	DET
ajbmeb-2500	125	15	reliability	reliability	NOUN
ajbmeb-2500	125	16	of	of	ADP
ajbmeb-2500	125	17	internal	internal	ADJ
ajbmeb-2500	125	18	audits	audits	NOUN
ajbmeb-2500	125	19	,	,	PUNCT
ajbmeb-2500	125	20	making	make	VERB
ajbmeb-2500	125	21	them	they	PRON
ajbmeb-2500	125	22	remote	remote	ADJ
ajbmeb-2500	125	23	and	and	CCONJ
ajbmeb-2500	125	24	continuously	continuously	ADV
ajbmeb-2500	125	25	monitored	monitor	VERB
ajbmeb-2500	125	26	.	.	PUNCT
ajbmeb-2500	126	1	thus	thus	ADV
ajbmeb-2500	126	2	,	,	PUNCT
ajbmeb-2500	126	3	the	the	DET
ajbmeb-2500	126	4	digital	digital	ADJ
ajbmeb-2500	126	5	economy	economy	NOUN
ajbmeb-2500	126	6	not	not	PART
ajbmeb-2500	126	7	only	only	ADV
ajbmeb-2500	126	8	improves	improve	VERB
ajbmeb-2500	126	9	internal	internal	ADJ
ajbmeb-2500	126	10	audit	audit	NOUN
ajbmeb-2500	126	11	as	as	ADP
ajbmeb-2500	126	12	a	a	DET
ajbmeb-2500	126	13	control	control	NOUN
ajbmeb-2500	126	14	system	system	NOUN
ajbmeb-2500	126	15	but	but	CCONJ
ajbmeb-2500	126	16	also	also	ADV
ajbmeb-2500	126	17	elevates	elevate	VERB
ajbmeb-2500	126	18	it	it	PRON
ajbmeb-2500	126	19	as	as	ADP
ajbmeb-2500	126	20	a	a	DET
ajbmeb-2500	126	21	strategic	strategic	ADJ
ajbmeb-2500	126	22	element	element	NOUN
ajbmeb-2500	126	23	of	of	ADP
ajbmeb-2500	126	24	financial	financial	ADJ
ajbmeb-2500	126	25	management	management	NOUN
ajbmeb-2500	126	26	within	within	ADP
ajbmeb-2500	126	27	organizations	organization	NOUN
ajbmeb-2500	126	28	.	.	PUNCT
ajbmeb-2500	127	1	ultimately	ultimately	ADV
ajbmeb-2500	127	2	,	,	PUNCT
ajbmeb-2500	127	3	this	this	PRON
ajbmeb-2500	127	4	plays	play	VERB
ajbmeb-2500	127	5	a	a	DET
ajbmeb-2500	127	6	crucial	crucial	ADJ
ajbmeb-2500	127	7	role	role	NOUN
ajbmeb-2500	127	8	in	in	ADP
ajbmeb-2500	127	9	ensuring	ensure	VERB
ajbmeb-2500	127	10	the	the	DET
ajbmeb-2500	127	11	financial	financial	ADJ
ajbmeb-2500	127	12	stability	stability	NOUN
ajbmeb-2500	127	13	and	and	CCONJ
ajbmeb-2500	127	14	overall	overall	ADJ
ajbmeb-2500	127	15	efficiency	efficiency	NOUN
ajbmeb-2500	127	16	of	of	ADP
ajbmeb-2500	127	17	organizations	organization	NOUN
ajbmeb-2500	127	18	.	.	PUNCT
ajbmeb-2500	128	1	references	reference	NOUN
ajbmeb-2500	128	2	:	:	PUNCT
ajbmeb-2500	129	1	1	1	X
ajbmeb-2500	129	2	.	.	X
ajbmeb-2500	129	3	"	"	PUNCT
ajbmeb-2500	129	4	regulation	regulation	NOUN
ajbmeb-2500	129	5	on	on	ADP
ajbmeb-2500	129	6	internal	internal	ADJ
ajbmeb-2500	129	7	audit	audit	NOUN
ajbmeb-2500	129	8	services	service	NOUN
ajbmeb-2500	129	9	in	in	ADP
ajbmeb-2500	129	10	enterprises	enterprise	NOUN
ajbmeb-2500	129	11	"	"	PUNCT
ajbmeb-2500	129	12	(	(	PUNCT
ajbmeb-2500	129	13	decree	decree	NOUN
ajbmeb-2500	129	14	pq-475	pq-475	PROPN
ajbmeb-2500	129	15	,	,	PUNCT
ajbmeb-2500	129	16	dated	date	VERB
ajbmeb-2500	129	17	september	september	PROPN
ajbmeb-2500	129	18	27	27	NUM
ajbmeb-2500	129	19	,	,	PUNCT
ajbmeb-2500	129	20	2006	2006	NUM
ajbmeb-2500	129	21	)	)	PUNCT
ajbmeb-2500	129	22	;	;	PUNCT
ajbmeb-2500	129	23	2	2	X
ajbmeb-2500	129	24	.	.	X
ajbmeb-2500	129	25	m.	m.	PROPN
ajbmeb-2500	129	26	sh	sh	PROPN
ajbmeb-2500	129	27	.	.	PROPN
ajbmeb-2500	129	28	mamatkulov	mamatkulov	PROPN
ajbmeb-2500	129	29	,	,	PUNCT
ajbmeb-2500	129	30	a.	a.	NOUN
ajbmeb-2500	129	31	m.	m.	NOUN
ajbmeb-2500	129	32	babadjanov	babadjanov	PROPN
ajbmeb-2500	129	33	,	,	PUNCT
ajbmeb-2500	129	34	a.	a.	PROPN
ajbmeb-2500	129	35	k.	k.	PROPN
ajbmeb-2500	129	36	ahmedov	ahmedov	PROPN
ajbmeb-2500	129	37	(	(	PUNCT
ajbmeb-2500	129	38	2021	2021	NUM
ajbmeb-2500	129	39	)	)	PUNCT
ajbmeb-2500	129	40	.	.	PUNCT
ajbmeb-2500	130	1	internal	internal	ADJ
ajbmeb-2500	130	2	audit	audit	NOUN
ajbmeb-2500	130	3	–	–	PUNCT
ajbmeb-2500	130	4	t.	t.	NOUN
ajbmeb-2500	130	5	:	:	PUNCT
ajbmeb-2500	130	6	"	"	PUNCT
ajbmeb-2500	130	7	iqtisodmoliya	iqtisodmoliya	ADJ
ajbmeb-2500	130	8	"	"	PUNCT
ajbmeb-2500	130	9	208	208	NUM
ajbmeb-2500	130	10	pages	page	NOUN
ajbmeb-2500	130	11	;	;	PUNCT
ajbmeb-2500	130	12	3	3	X
ajbmeb-2500	130	13	.	.	X
ajbmeb-2500	130	14	krishkin	krishkin	PROPN
ajbmeb-2500	130	15	o.	o.	PROPN
ajbmeb-2500	131	1	(	(	PUNCT
ajbmeb-2500	131	2	2017	2017	NUM
ajbmeb-2500	131	3	)	)	PUNCT
ajbmeb-2500	131	4	.	.	PUNCT
ajbmeb-2500	132	1	manual	manual	NOUN
ajbmeb-2500	132	2	for	for	ADP
ajbmeb-2500	132	3	internal	internal	ADJ
ajbmeb-2500	132	4	audit	audit	NOUN
ajbmeb-2500	132	5	:	:	PUNCT
ajbmeb-2500	132	6	risks	risk	NOUN
ajbmeb-2500	132	7	and	and	CCONJ
ajbmeb-2500	132	8	business	business	NOUN
ajbmeb-2500	132	9	processes	process	NOUN
ajbmeb-2500	132	10	–	–	PUNCT
ajbmeb-2500	132	11	m.	m.	NOUN
ajbmeb-2500	132	12	:	:	PUNCT
ajbmeb-2500	132	13	"	"	PUNCT
ajbmeb-2500	132	14	alpina	alpina	NOUN
ajbmeb-2500	132	15	publisher	publisher	NOUN
ajbmeb-2500	132	16	"	"	PUNCT
ajbmeb-2500	132	17	–	–	PUNCT
ajbmeb-2500	132	18	477	477	NUM
ajbmeb-2500	132	19	pages	page	NOUN
ajbmeb-2500	132	20	.	.	PUNCT
ajbmeb-2500	133	1	4	4	X
ajbmeb-2500	133	2	.	.	X
ajbmeb-2500	133	3	brynjolfsson	brynjolfsson	PROPN
ajbmeb-2500	133	4	,	,	PUNCT
ajbmeb-2500	133	5	e.	e.	PROPN
ajbmeb-2500	133	6	,	,	PUNCT
ajbmeb-2500	133	7	&	&	CCONJ
ajbmeb-2500	133	8	mcafee	mcafee	PROPN
ajbmeb-2500	133	9	,	,	PUNCT
ajbmeb-2500	133	10	a.	a.	NOUN
ajbmeb-2500	133	11	(	(	PUNCT
ajbmeb-2500	133	12	2014	2014	NUM
ajbmeb-2500	133	13	)	)	PUNCT
ajbmeb-2500	133	14	.	.	PUNCT
ajbmeb-2500	134	1	the	the	DET
ajbmeb-2500	134	2	second	second	ADJ
ajbmeb-2500	134	3	machine	machine	NOUN
ajbmeb-2500	134	4	age	age	NOUN
ajbmeb-2500	134	5	:	:	PUNCT
ajbmeb-2500	134	6	work	work	NOUN
ajbmeb-2500	134	7	,	,	PUNCT
ajbmeb-2500	134	8	progress	progress	NOUN
ajbmeb-2500	134	9	,	,	PUNCT
ajbmeb-2500	134	10	and	and	CCONJ
ajbmeb-2500	134	11	prosperity	prosperity	NOUN
ajbmeb-2500	134	12	in	in	ADP
ajbmeb-2500	134	13	a	a	DET
ajbmeb-2500	134	14	time	time	NOUN
ajbmeb-2500	134	15	of	of	ADP
ajbmeb-2500	134	16	brilliant	brilliant	ADJ
ajbmeb-2500	134	17	technologies	technology	NOUN
ajbmeb-2500	134	18	–	–	PUNCT
ajbmeb-2500	134	19	new	new	PROPN
ajbmeb-2500	134	20	york	york	PROPN
ajbmeb-2500	134	21	:	:	PUNCT
ajbmeb-2500	134	22	w.	w.	PROPN
ajbmeb-2500	134	23	w.	w.	PROPN
ajbmeb-2500	134	24	norton	norton	PROPN
ajbmeb-2500	134	25	&	&	CCONJ
ajbmeb-2500	134	26	company	company	PROPN
ajbmeb-2500	134	27	–	–	PUNCT
ajbmeb-2500	134	28	416	416	NUM
ajbmeb-2500	134	29	pages	page	NOUN
ajbmeb-2500	134	30	.	.	PUNCT
ajbmeb-2500	135	1	5	5	X
ajbmeb-2500	135	2	.	.	X
ajbmeb-2500	135	3	tapscott	tapscott	PROPN
ajbmeb-2500	135	4	,	,	PUNCT
ajbmeb-2500	135	5	d.	d.	PROPN
ajbmeb-2500	135	6	(	(	PUNCT
ajbmeb-2500	135	7	2016	2016	NUM
ajbmeb-2500	135	8	)	)	PUNCT
ajbmeb-2500	135	9	.	.	PUNCT
ajbmeb-2500	136	1	blockchain	blockchain	PROPN
ajbmeb-2500	136	2	revolution	revolution	PROPN
ajbmeb-2500	136	3	:	:	PUNCT
ajbmeb-2500	136	4	how	how	SCONJ
ajbmeb-2500	136	5	the	the	DET
ajbmeb-2500	136	6	technology	technology	NOUN
ajbmeb-2500	136	7	behind	behind	ADP
ajbmeb-2500	136	8	bitcoin	bitcoin	PROPN
ajbmeb-2500	136	9	and	and	CCONJ
ajbmeb-2500	136	10	other	other	ADJ
ajbmeb-2500	136	11	cryptocurrencies	cryptocurrencie	NOUN
ajbmeb-2500	136	12	is	be	AUX
ajbmeb-2500	136	13	changing	change	VERB
ajbmeb-2500	136	14	the	the	DET
ajbmeb-2500	136	15	world	world	NOUN
ajbmeb-2500	136	16	–	–	PUNCT
ajbmeb-2500	136	17	new	new	PROPN
ajbmeb-2500	136	18	york	york	PROPN
ajbmeb-2500	136	19	:	:	PUNCT
ajbmeb-2500	136	20	penguin	penguin	PROPN
ajbmeb-2500	136	21	publishing	publishing	NOUN
ajbmeb-2500	136	22	group	group	NOUN
ajbmeb-2500	136	23	–	–	PUNCT
ajbmeb-2500	136	24	352	352	NUM
ajbmeb-2500	136	25	pages	page	NOUN
ajbmeb-2500	136	26	.	.	PUNCT
ajbmeb-2500	137	1	6	6	NUM
ajbmeb-2500	137	2	.	.	X
ajbmeb-2500	137	3	schwab	schwab	PROPN
ajbmeb-2500	137	4	,	,	PUNCT
ajbmeb-2500	137	5	k.	k.	PROPN
ajbmeb-2500	137	6	(	(	PUNCT
ajbmeb-2500	137	7	2016	2016	NUM
ajbmeb-2500	137	8	)	)	PUNCT
ajbmeb-2500	137	9	.	.	PUNCT
ajbmeb-2500	138	1	the	the	DET
ajbmeb-2500	138	2	fourth	fourth	PROPN
ajbmeb-2500	138	3	industrial	industrial	ADJ
ajbmeb-2500	138	4	revolution	revolution	NOUN
ajbmeb-2500	138	5	–	–	PUNCT
ajbmeb-2500	138	6	geneva	geneva	NOUN
ajbmeb-2500	138	7	:	:	PUNCT
ajbmeb-2500	138	8	world	world	PROPN
ajbmeb-2500	138	9	economic	economic	PROPN
ajbmeb-2500	138	10	forum	forum	PROPN
ajbmeb-2500	138	11	–	–	PUNCT
ajbmeb-2500	138	12	192	192	NUM
ajbmeb-2500	138	13	pages	page	NOUN
ajbmeb-2500	138	14	.	.	PUNCT
ajbmeb-2500	139	1	7	7	X
ajbmeb-2500	139	2	.	.	X
ajbmeb-2500	139	3	chui	chui	PROPN
ajbmeb-2500	139	4	,	,	PUNCT
ajbmeb-2500	139	5	m.	m.	NOUN
ajbmeb-2500	139	6	,	,	PUNCT
ajbmeb-2500	139	7	manyika	manyika	INTJ
ajbmeb-2500	139	8	,	,	PUNCT
ajbmeb-2500	139	9	j.	j.	PROPN
ajbmeb-2500	139	10	,	,	PUNCT
ajbmeb-2500	139	11	&	&	CCONJ
ajbmeb-2500	139	12	miremadi	miremadi	PROPN
ajbmeb-2500	139	13	,	,	PUNCT
ajbmeb-2500	139	14	m.	m.	NOUN
ajbmeb-2500	139	15	(	(	PUNCT
ajbmeb-2500	139	16	2017	2017	NUM
ajbmeb-2500	139	17	)	)	PUNCT
ajbmeb-2500	139	18	.	.	PUNCT
ajbmeb-2500	140	1	the	the	DET
ajbmeb-2500	140	2	digital	digital	ADJ
ajbmeb-2500	140	3	economy	economy	NOUN
ajbmeb-2500	140	4	:	:	PUNCT
ajbmeb-2500	140	5	the	the	DET
ajbmeb-2500	140	6	changing	change	VERB
ajbmeb-2500	140	7	global	global	ADJ
ajbmeb-2500	140	8	economy	economy	NOUN
ajbmeb-2500	140	9	and	and	CCONJ
ajbmeb-2500	140	10	the	the	DET
ajbmeb-2500	140	11	role	role	NOUN
ajbmeb-2500	140	12	of	of	ADP
ajbmeb-2500	140	13	technology	technology	NOUN
ajbmeb-2500	140	14	–	–	PUNCT
ajbmeb-2500	140	15	san	san	PROPN
ajbmeb-2500	140	16	francisco	francisco	PROPN
ajbmeb-2500	140	17	:	:	PUNCT
ajbmeb-2500	140	18	mckinsey	mckinsey	PROPN
ajbmeb-2500	140	19	global	global	PROPN
ajbmeb-2500	140	20	institute	institute	PROPN
ajbmeb-2500	140	21	–	–	PUNCT
ajbmeb-2500	140	22	130	130	NUM
ajbmeb-2500	140	23	pages	page	NOUN
ajbmeb-2500	140	24	.	.	PUNCT