id	sid	tid	token	lemma	pos
fbem-12124	1	1	frontiers	frontier	NOUN
fbem-12124	1	2	in	in	ADP
fbem-12124	1	3	business	business	NOUN
fbem-12124	1	4	,	,	PUNCT
fbem-12124	1	5	economics	economic	NOUN
fbem-12124	1	6	and	and	CCONJ
fbem-12124	1	7	management	management	NOUN
fbem-12124	1	8	issn	issn	PROPN
fbem-12124	1	9	:	:	PUNCT
fbem-12124	1	10	2766	2766	NUM
fbem-12124	1	11	-	-	PUNCT
fbem-12124	1	12	824x	824x	NUM
fbem-12124	1	13	|	|	ADJ
fbem-12124	1	14	vol	vol	NOUN
fbem-12124	1	15	.	.	PUNCT
fbem-12124	2	1	11	11	NUM
fbem-12124	2	2	,	,	PUNCT
fbem-12124	2	3	no	no	INTJ
fbem-12124	2	4	.	.	NOUN
fbem-12124	2	5	1	1	NUM
fbem-12124	2	6	,	,	PUNCT
fbem-12124	2	7	2023	2023	NUM
fbem-12124	2	8	239	239	NUM
fbem-12124	2	9	audit	audit	NOUN
fbem-12124	2	10	data	datum	NOUN
fbem-12124	2	11	and	and	CCONJ
fbem-12124	2	12	management	management	NOUN
fbem-12124	2	13	platform	platform	NOUN
fbem-12124	2	14	based	base	VERB
fbem-12124	2	15	on	on	ADP
fbem-12124	2	16	intelligent	intelligent	ADJ
fbem-12124	2	17	algorithm	algorithm	NOUN
fbem-12124	2	18	yiqi	yiqi	NOUN
fbem-12124	2	19	yang	yang	PROPN
fbem-12124	2	20	hunan	hunan	PROPN
fbem-12124	2	21	agricultural	agricultural	PROPN
fbem-12124	2	22	university	university	PROPN
fbem-12124	2	23	,	,	PUNCT
fbem-12124	2	24	changsha	changsha	PROPN
fbem-12124	2	25	,	,	PUNCT
fbem-12124	2	26	hunan	hunan	PROPN
fbem-12124	2	27	,	,	PUNCT
fbem-12124	2	28	china	china	PROPN
fbem-12124	2	29	hauyangyiqi@163.com	hauyangyiqi@163.com	PROPN
fbem-12124	2	30	abstract	abstract	NOUN
fbem-12124	2	31	:	:	PUNCT
fbem-12124	2	32	due	due	ADP
fbem-12124	2	33	to	to	ADP
fbem-12124	2	34	the	the	DET
fbem-12124	2	35	uncertainty	uncertainty	NOUN
fbem-12124	2	36	of	of	ADP
fbem-12124	2	37	the	the	DET
fbem-12124	2	38	external	external	ADJ
fbem-12124	2	39	economic	economic	ADJ
fbem-12124	2	40	environment	environment	NOUN
fbem-12124	2	41	and	and	CCONJ
fbem-12124	2	42	the	the	DET
fbem-12124	2	43	changes	change	NOUN
fbem-12124	2	44	caused	cause	VERB
fbem-12124	2	45	by	by	ADP
fbem-12124	2	46	new	new	ADJ
fbem-12124	2	47	technologies	technology	NOUN
fbem-12124	2	48	in	in	ADP
fbem-12124	2	49	the	the	DET
fbem-12124	2	50	new	new	ADJ
fbem-12124	2	51	era	era	NOUN
fbem-12124	2	52	,	,	PUNCT
fbem-12124	2	53	there	there	PRON
fbem-12124	2	54	are	be	VERB
fbem-12124	2	55	still	still	ADV
fbem-12124	2	56	many	many	ADJ
fbem-12124	2	57	deficiencies	deficiency	NOUN
fbem-12124	2	58	in	in	ADP
fbem-12124	2	59	the	the	DET
fbem-12124	2	60	current	current	ADJ
fbem-12124	2	61	financial	financial	ADJ
fbem-12124	2	62	statement	statement	NOUN
fbem-12124	2	63	audit	audit	NOUN
fbem-12124	2	64	.	.	PUNCT
fbem-12124	3	1	the	the	DET
fbem-12124	3	2	use	use	NOUN
fbem-12124	3	3	of	of	ADP
fbem-12124	3	4	new	new	ADJ
fbem-12124	3	5	technology	technology	NOUN
fbem-12124	3	6	can	can	AUX
fbem-12124	3	7	optimize	optimize	VERB
fbem-12124	3	8	t	t	NOUN
fbem-12124	3	9	he	he	PRON
fbem-12124	3	10	audit	audit	NOUN
fbem-12124	3	11	process	process	NOUN
fbem-12124	3	12	,	,	PUNCT
fbem-12124	3	13	reduce	reduce	VERB
fbem-12124	3	14	audit	audit	NOUN
fbem-12124	3	15	practice	practice	NOUN
fbem-12124	3	16	risks	risk	NOUN
fbem-12124	3	17	and	and	CCONJ
fbem-12124	3	18	improve	improve	VERB
fbem-12124	3	19	audit	audit	NOUN
fbem-12124	3	20	efficiency	efficiency	NOUN
fbem-12124	3	21	.	.	PUNCT
fbem-12124	4	1	therefore	therefore	ADV
fbem-12124	4	2	,	,	PUNCT
fbem-12124	4	3	it	it	PRON
fbem-12124	4	4	is	be	AUX
fbem-12124	4	5	necessary	necessary	ADJ
fbem-12124	4	6	to	to	PART
fbem-12124	4	7	study	study	VERB
fbem-12124	4	8	the	the	DET
fbem-12124	4	9	intelligent	intelligent	ADJ
fbem-12124	4	10	audit	audit	NOUN
fbem-12124	4	11	of	of	ADP
fbem-12124	4	12	financial	financial	ADJ
fbem-12124	4	13	statements	statement	NOUN
fbem-12124	4	14	.	.	PUNCT
fbem-12124	5	1	the	the	DET
fbem-12124	5	2	purpose	purpose	NOUN
fbem-12124	5	3	of	of	ADP
fbem-12124	5	4	this	this	DET
fbem-12124	5	5	paper	paper	NOUN
fbem-12124	5	6	is	be	AUX
fbem-12124	5	7	to	to	PART
fbem-12124	5	8	study	study	VERB
fbem-12124	5	9	the	the	DET
fbem-12124	5	10	audit	audit	NOUN
fbem-12124	5	11	data	datum	NOUN
fbem-12124	5	12	analysis	analysis	NOUN
fbem-12124	5	13	and	and	CCONJ
fbem-12124	5	14	management	management	NOUN
fbem-12124	5	15	platform	platform	NOUN
fbem-12124	5	16	based	base	VERB
fbem-12124	5	17	on	on	ADP
fbem-12124	5	18	intelligent	intelligent	ADJ
fbem-12124	5	19	algorithms	algorithm	NOUN
fbem-12124	5	20	.	.	PUNCT
fbem-12124	6	1	this	this	DET
fbem-12124	6	2	paper	paper	NOUN
fbem-12124	6	3	focuses	focus	VERB
fbem-12124	6	4	on	on	ADP
fbem-12124	6	5	the	the	DET
fbem-12124	6	6	construction	construction	NOUN
fbem-12124	6	7	purpose	purpose	NOUN
fbem-12124	6	8	and	and	CCONJ
fbem-12124	6	9	content	content	NOUN
fbem-12124	6	10	of	of	ADP
fbem-12124	6	11	the	the	DET
fbem-12124	6	12	audit	audit	NOUN
fbem-12124	6	13	data	data	VERB
fbem-12124	6	14	analysis	analysis	NOUN
fbem-12124	6	15	and	and	CCONJ
fbem-12124	6	16	management	management	NOUN
fbem-12124	6	17	platform	platform	NOUN
fbem-12124	6	18	,	,	PUNCT
fbem-12124	6	19	and	and	CCONJ
fbem-12124	6	20	analyzes	analyze	VERB
fbem-12124	6	21	the	the	DET
fbem-12124	6	22	specific	specific	ADJ
fbem-12124	6	23	requirements	requirement	NOUN
fbem-12124	6	24	of	of	ADP
fbem-12124	6	25	some	some	DET
fbem-12124	6	26	functional	functional	ADJ
fbem-12124	6	27	modules	module	NOUN
fbem-12124	6	28	in	in	ADP
fbem-12124	6	29	the	the	DET
fbem-12124	6	30	platform	platform	NOUN
fbem-12124	6	31	according	accord	VERB
fbem-12124	6	32	to	to	ADP
fbem-12124	6	33	the	the	DET
fbem-12124	6	34	audit	audit	NOUN
fbem-12124	6	35	workflow	workflow	NOUN
fbem-12124	6	36	and	and	CCONJ
fbem-12124	6	37	business	business	NOUN
fbem-12124	6	38	requirements	requirement	NOUN
fbem-12124	6	39	.	.	PUNCT
fbem-12124	7	1	at	at	ADP
fbem-12124	7	2	the	the	DET
fbem-12124	7	3	same	same	ADJ
fbem-12124	7	4	time	time	NOUN
fbem-12124	7	5	,	,	PUNCT
fbem-12124	7	6	this	this	DET
fbem-12124	7	7	paper	paper	NOUN
fbem-12124	7	8	also	also	ADV
fbem-12124	7	9	describes	describe	VERB
fbem-12124	7	10	the	the	DET
fbem-12124	7	11	overall	overall	ADJ
fbem-12124	7	12	design	design	NOUN
fbem-12124	7	13	architecture	architecture	NOUN
fbem-12124	7	14	of	of	ADP
fbem-12124	7	15	the	the	DET
fbem-12124	7	16	platform	platform	NOUN
fbem-12124	7	17	,	,	PUNCT
fbem-12124	7	18	which	which	PRON
fbem-12124	7	19	mainly	mainly	ADV
fbem-12124	7	20	uses	use	VERB
fbem-12124	7	21	the	the	DET
fbem-12124	7	22	isolated	isolated	ADJ
fbem-12124	7	23	point	point	NOUN
fbem-12124	7	24	mining	mining	NOUN
fbem-12124	7	25	method	method	NOUN
fbem-12124	7	26	for	for	ADP
fbem-12124	7	27	enterprise	enterprise	NOUN
fbem-12124	7	28	intelligent	intelligent	ADJ
fbem-12124	7	29	audit	audit	NOUN
fbem-12124	7	30	.	.	PUNCT
fbem-12124	8	1	this	this	DET
fbem-12124	8	2	paper	paper	NOUN
fbem-12124	8	3	takes	take	VERB
fbem-12124	8	4	it	it	PRON
fbem-12124	8	5	as	as	ADP
fbem-12124	8	6	an	an	DET
fbem-12124	8	7	effective	effective	ADJ
fbem-12124	8	8	method	method	NOUN
fbem-12124	8	9	to	to	PART
fbem-12124	8	10	analyze	analyze	VERB
fbem-12124	8	11	the	the	DET
fbem-12124	8	12	problems	problem	NOUN
fbem-12124	8	13	existing	exist	VERB
fbem-12124	8	14	in	in	ADP
fbem-12124	8	15	the	the	DET
fbem-12124	8	16	internal	internal	ADJ
fbem-12124	8	17	audit	audit	NOUN
fbem-12124	8	18	of	of	ADP
fbem-12124	8	19	enterprises	enterprise	NOUN
fbem-12124	8	20	,	,	PUNCT
fbem-12124	8	21	and	and	CCONJ
fbem-12124	8	22	constructs	construct	VERB
fbem-12124	8	23	the	the	DET
fbem-12124	8	24	audit	audit	NOUN
fbem-12124	8	25	model	model	NOUN
fbem-12124	8	26	of	of	ADP
fbem-12124	8	27	benefit	benefit	NOUN
fbem-12124	8	28	-	-	PUNCT
fbem-12124	8	29	cost	cost	NOUN
fbem-12124	8	30	matching	matching	NOUN
fbem-12124	8	31	,	,	PUNCT
fbem-12124	8	32	and	and	CCONJ
fbem-12124	8	33	verifies	verify	VERB
fbem-12124	8	34	the	the	DET
fbem-12124	8	35	effectiveness	effectiveness	NOUN
fbem-12124	8	36	of	of	ADP
fbem-12124	8	37	the	the	DET
fbem-12124	8	38	algorithm	algorithm	NOUN
fbem-12124	8	39	through	through	ADP
fbem-12124	8	40	an	an	DET
fbem-12124	8	41	example	example	NOUN
fbem-12124	8	42	.	.	PUNCT
fbem-12124	9	1	there	there	PRON
fbem-12124	9	2	are	be	VERB
fbem-12124	9	3	four	four	NUM
fbem-12124	9	4	isolated	isolated	ADJ
fbem-12124	9	5	points	point	NOUN
fbem-12124	9	6	in	in	ADP
fbem-12124	9	7	the	the	DET
fbem-12124	9	8	gross	gross	ADJ
fbem-12124	9	9	profit	profit	NOUN
fbem-12124	9	10	rate	rate	NOUN
fbem-12124	9	11	of	of	ADP
fbem-12124	9	12	catering	catering	NOUN
fbem-12124	9	13	of	of	ADP
fbem-12124	9	14	an	an	DET
fbem-12124	9	15	enterprise	enterprise	NOUN
fbem-12124	9	16	.	.	PUNCT
fbem-12124	10	1	keywords	keyword	NOUN
fbem-12124	10	2	:	:	PUNCT
fbem-12124	10	3	intelligent	intelligent	ADJ
fbem-12124	10	4	algorithm	algorithm	NOUN
fbem-12124	10	5	;	;	PUNCT
fbem-12124	10	6	audit	audit	NOUN
fbem-12124	10	7	data	datum	NOUN
fbem-12124	10	8	;	;	PUNCT
fbem-12124	10	9	analysis	analysis	NOUN
fbem-12124	10	10	management	management	NOUN
fbem-12124	10	11	;	;	PUNCT
fbem-12124	10	12	management	management	NOUN
fbem-12124	10	13	platform	platform	NOUN
fbem-12124	10	14	.	.	PUNCT
fbem-12124	11	1	1	1	X
fbem-12124	11	2	.	.	X
fbem-12124	11	3	introduction	introduction	NOUN
fbem-12124	11	4	in	in	ADP
fbem-12124	11	5	the	the	DET
fbem-12124	11	6	audit	audit	NOUN
fbem-12124	11	7	of	of	ADP
fbem-12124	11	8	financial	financial	ADJ
fbem-12124	11	9	statements	statement	NOUN
fbem-12124	11	10	,	,	PUNCT
fbem-12124	11	11	there	there	PRON
fbem-12124	11	12	are	be	VERB
fbem-12124	11	13	a	a	DET
fbem-12124	11	14	lot	lot	NOUN
fbem-12124	11	15	of	of	ADP
fbem-12124	11	16	simple	simple	ADJ
fbem-12124	11	17	,	,	PUNCT
fbem-12124	11	18	trivial	trivial	ADJ
fbem-12124	11	19	and	and	CCONJ
fbem-12124	11	20	repetitive	repetitive	ADJ
fbem-12124	11	21	work	work	NOUN
fbem-12124	11	22	,	,	PUNCT
fbem-12124	11	23	which	which	PRON
fbem-12124	11	24	are	be	AUX
fbem-12124	11	25	all	all	ADV
fbem-12124	11	26	done	do	VERB
fbem-12124	11	27	manually	manually	ADV
fbem-12124	12	1	[	[	X
fbem-12124	12	2	1	1	NUM
fbem-12124	12	3	]	]	PUNCT
fbem-12124	12	4	.	.	PUNCT
fbem-12124	13	1	with	with	ADP
fbem-12124	13	2	the	the	DET
fbem-12124	13	3	development	development	NOUN
fbem-12124	13	4	of	of	ADP
fbem-12124	13	5	modern	modern	ADJ
fbem-12124	13	6	technology	technology	NOUN
fbem-12124	13	7	,	,	PUNCT
fbem-12124	13	8	the	the	DET
fbem-12124	13	9	scale	scale	NOUN
fbem-12124	13	10	of	of	ADP
fbem-12124	13	11	the	the	DET
fbem-12124	13	12	company	company	NOUN
fbem-12124	13	13	is	be	AUX
fbem-12124	13	14	continuously	continuously	ADV
fbem-12124	13	15	expanding	expand	VERB
fbem-12124	13	16	,	,	PUNCT
fbem-12124	13	17	and	and	CCONJ
fbem-12124	13	18	the	the	DET
fbem-12124	13	19	business	business	NOUN
fbem-12124	13	20	scope	scope	NOUN
fbem-12124	13	21	of	of	ADP
fbem-12124	13	22	the	the	DET
fbem-12124	13	23	company	company	NOUN
fbem-12124	13	24	is	be	AUX
fbem-12124	13	25	also	also	ADV
fbem-12124	13	26	constantly	constantly	ADV
fbem-12124	13	27	expanding	expand	VERB
fbem-12124	13	28	,	,	PUNCT
fbem-12124	13	29	which	which	PRON
fbem-12124	13	30	has	have	AUX
fbem-12124	13	31	virtually	virtually	ADV
fbem-12124	13	32	increased	increase	VERB
fbem-12124	13	33	the	the	DET
fbem-12124	13	34	workload	workload	NOUN
fbem-12124	13	35	and	and	CCONJ
fbem-12124	13	36	audit	audit	NOUN
fbem-12124	13	37	time	time	NOUN
fbem-12124	13	38	of	of	ADP
fbem-12124	13	39	financial	financial	ADJ
fbem-12124	13	40	statement	statement	NOUN
fbem-12124	13	41	auditors	auditor	NOUN
fbem-12124	13	42	,	,	PUNCT
fbem-12124	13	43	leading	lead	VERB
fbem-12124	13	44	to	to	ADP
fbem-12124	13	45	the	the	DET
fbem-12124	13	46	decline	decline	NOUN
fbem-12124	13	47	of	of	ADP
fbem-12124	13	48	audit	audit	NOUN
fbem-12124	13	49	efficiency	efficiency	NOUN
fbem-12124	13	50	.	.	PUNCT
fbem-12124	14	1	in	in	ADP
fbem-12124	14	2	this	this	DET
fbem-12124	14	3	simple	simple	ADJ
fbem-12124	14	4	,	,	PUNCT
fbem-12124	14	5	trivial	trivial	ADJ
fbem-12124	14	6	and	and	CCONJ
fbem-12124	14	7	repetitive	repetitive	ADJ
fbem-12124	14	8	work	work	NOUN
fbem-12124	14	9	,	,	PUNCT
fbem-12124	14	10	proper	proper	ADJ
fbem-12124	14	11	use	use	NOUN
fbem-12124	14	12	of	of	ADP
fbem-12124	14	13	intelligent	intelligent	ADJ
fbem-12124	14	14	technology	technology	NOUN
fbem-12124	14	15	to	to	PART
fbem-12124	14	16	replace	replace	VERB
fbem-12124	14	17	manual	manual	ADJ
fbem-12124	14	18	work	work	NOUN
fbem-12124	14	19	can	can	AUX
fbem-12124	14	20	effectively	effectively	ADV
fbem-12124	14	21	improve	improve	VERB
fbem-12124	14	22	the	the	DET
fbem-12124	14	23	quality	quality	NOUN
fbem-12124	14	24	of	of	ADP
fbem-12124	14	25	audit	audit	NOUN
fbem-12124	14	26	work	work	NOUN
fbem-12124	14	27	;	;	PUNCT
fbem-12124	14	28	secondly	secondly	ADV
fbem-12124	14	29	,	,	PUNCT
fbem-12124	14	30	when	when	SCONJ
fbem-12124	14	31	the	the	DET
fbem-12124	14	32	audit	audit	NOUN
fbem-12124	14	33	is	be	AUX
fbem-12124	14	34	conducted	conduct	VERB
fbem-12124	14	35	at	at	ADP
fbem-12124	14	36	the	the	DET
fbem-12124	14	37	end	end	NOUN
fbem-12124	14	38	of	of	ADP
fbem-12124	14	39	the	the	DET
fbem-12124	14	40	year	year	NOUN
fbem-12124	14	41	,	,	PUNCT
fbem-12124	14	42	the	the	DET
fbem-12124	14	43	company	company	NOUN
fbem-12124	14	44	does	do	AUX
fbem-12124	14	45	not	not	PART
fbem-12124	14	46	need	need	VERB
fbem-12124	14	47	to	to	PART
fbem-12124	14	48	hire	hire	VERB
fbem-12124	14	49	many	many	ADJ
fbem-12124	14	50	interns	intern	NOUN
fbem-12124	14	51	to	to	PART
fbem-12124	14	52	do	do	VERB
fbem-12124	14	53	some	some	DET
fbem-12124	14	54	simple	simple	ADJ
fbem-12124	14	55	and	and	CCONJ
fbem-12124	14	56	repetitive	repetitive	ADJ
fbem-12124	14	57	work	work	NOUN
fbem-12124	14	58	,	,	PUNCT
fbem-12124	14	59	which	which	PRON
fbem-12124	14	60	can	can	AUX
fbem-12124	14	61	reduce	reduce	VERB
fbem-12124	14	62	the	the	DET
fbem-12124	14	63	company	company	NOUN
fbem-12124	14	64	's	's	PART
fbem-12124	14	65	operating	operating	NOUN
fbem-12124	14	66	costs	cost	NOUN
fbem-12124	14	67	;	;	PUNCT
fbem-12124	14	68	using	use	VERB
fbem-12124	14	69	intelligent	intelligent	ADJ
fbem-12124	14	70	technology	technology	NOUN
fbem-12124	14	71	can	can	AUX
fbem-12124	14	72	enable	enable	VERB
fbem-12124	14	73	auditors	auditor	NOUN
fbem-12124	14	74	to	to	PART
fbem-12124	14	75	get	get	AUX
fbem-12124	14	76	rid	rid	VERB
fbem-12124	14	77	of	of	ADP
fbem-12124	14	78	tedious	tedious	ADJ
fbem-12124	14	79	work	work	NOUN
fbem-12124	14	80	and	and	CCONJ
fbem-12124	14	81	engage	engage	VERB
fbem-12124	14	82	in	in	ADP
fbem-12124	14	83	more	more	ADJ
fbem-12124	14	84	high	high	ADJ
fbem-12124	14	85	-	-	PUNCT
fbem-12124	14	86	tech	tech	NOUN
fbem-12124	14	87	auditor	auditor	NOUN
fbem-12124	14	88	work	work	NOUN
fbem-12124	14	89	.	.	PUNCT
fbem-12124	15	1	intelligent	intelligent	ADJ
fbem-12124	15	2	audit	audit	NOUN
fbem-12124	15	3	is	be	AUX
fbem-12124	15	4	not	not	PART
fbem-12124	15	5	only	only	ADV
fbem-12124	15	6	a	a	DET
fbem-12124	15	7	combination	combination	NOUN
fbem-12124	15	8	of	of	ADP
fbem-12124	15	9	technology	technology	NOUN
fbem-12124	15	10	and	and	CCONJ
fbem-12124	15	11	methods	method	NOUN
fbem-12124	15	12	,	,	PUNCT
fbem-12124	15	13	but	but	CCONJ
fbem-12124	15	14	also	also	ADV
fbem-12124	15	15	an	an	DET
fbem-12124	15	16	innovation	innovation	NOUN
fbem-12124	15	17	of	of	ADP
fbem-12124	15	18	audit	audit	NOUN
fbem-12124	15	19	ideas	idea	NOUN
fbem-12124	15	20	[	[	PUNCT
fbem-12124	15	21	2	2	NUM
fbem-12124	15	22	-	-	SYM
fbem-12124	15	23	3	3	NUM
fbem-12124	15	24	]	]	PUNCT
fbem-12124	15	25	.	.	PUNCT
fbem-12124	16	1	this	this	PRON
fbem-12124	16	2	not	not	PART
fbem-12124	16	3	only	only	ADV
fbem-12124	16	4	provides	provide	VERB
fbem-12124	16	5	new	new	ADJ
fbem-12124	16	6	development	development	NOUN
fbem-12124	16	7	opportunities	opportunity	NOUN
fbem-12124	16	8	for	for	ADP
fbem-12124	16	9	auditors	auditor	NOUN
fbem-12124	16	10	,	,	PUNCT
fbem-12124	16	11	but	but	CCONJ
fbem-12124	16	12	also	also	ADV
fbem-12124	16	13	further	far	ADV
fbem-12124	16	14	promotes	promote	VERB
fbem-12124	16	15	the	the	DET
fbem-12124	16	16	theory	theory	NOUN
fbem-12124	16	17	and	and	CCONJ
fbem-12124	16	18	practice	practice	NOUN
fbem-12124	16	19	of	of	ADP
fbem-12124	16	20	auditors	auditor	NOUN
fbem-12124	16	21	.	.	PUNCT
fbem-12124	17	1	in	in	ADP
fbem-12124	17	2	the	the	DET
fbem-12124	17	3	audit	audit	NOUN
fbem-12124	17	4	,	,	PUNCT
fbem-12124	17	5	business	business	NOUN
fbem-12124	17	6	intelligence	intelligence	NOUN
fbem-12124	17	7	is	be	AUX
fbem-12124	17	8	applied	apply	VERB
fbem-12124	17	9	to	to	ADP
fbem-12124	17	10	the	the	DET
fbem-12124	17	11	audit	audit	NOUN
fbem-12124	17	12	,	,	PUNCT
fbem-12124	17	13	using	use	VERB
fbem-12124	17	14	the	the	DET
fbem-12124	17	15	extraction	extraction	NOUN
fbem-12124	17	16	of	of	ADP
fbem-12124	17	17	business	business	NOUN
fbem-12124	17	18	data	datum	NOUN
fbem-12124	17	19	,	,	PUNCT
fbem-12124	17	20	real	real	ADJ
fbem-12124	17	21	-	-	PUNCT
fbem-12124	17	22	time	time	NOUN
fbem-12124	17	23	response	response	NOUN
fbem-12124	17	24	to	to	ADP
fbem-12124	17	25	data	datum	NOUN
fbem-12124	17	26	changes	change	NOUN
fbem-12124	17	27	in	in	ADP
fbem-12124	17	28	the	the	DET
fbem-12124	17	29	data	data	NOUN
fbem-12124	17	30	warehouse	warehouse	NOUN
fbem-12124	17	31	,	,	PUNCT
fbem-12124	17	32	and	and	CCONJ
fbem-12124	17	33	various	various	ADJ
fbem-12124	17	34	data	datum	NOUN
fbem-12124	17	35	analysis	analysis	NOUN
fbem-12124	17	36	methods	method	NOUN
fbem-12124	17	37	to	to	PART
fbem-12124	17	38	analyze	analyze	VERB
fbem-12124	17	39	the	the	DET
fbem-12124	17	40	business	business	NOUN
fbem-12124	17	41	data	datum	NOUN
fbem-12124	17	42	of	of	ADP
fbem-12124	17	43	enterprises	enterprise	NOUN
fbem-12124	17	44	,	,	PUNCT
fbem-12124	17	45	so	so	SCONJ
fbem-12124	17	46	as	as	SCONJ
fbem-12124	17	47	to	to	PART
fbem-12124	17	48	achieve	achieve	VERB
fbem-12124	17	49	the	the	DET
fbem-12124	17	50	purpose	purpose	NOUN
fbem-12124	17	51	of	of	ADP
fbem-12124	17	52	monitoring	monitor	VERB
fbem-12124	17	53	economic	economic	ADJ
fbem-12124	17	54	activities	activity	NOUN
fbem-12124	17	55	[	[	X
fbem-12124	17	56	4	4	NUM
fbem-12124	17	57	]	]	PUNCT
fbem-12124	17	58	.	.	PUNCT
fbem-12124	18	1	in	in	ADP
fbem-12124	18	2	this	this	DET
fbem-12124	18	3	way	way	NOUN
fbem-12124	18	4	,	,	PUNCT
fbem-12124	18	5	the	the	DET
fbem-12124	18	6	post	post	NOUN
fbem-12124	18	7	-	-	ADJ
fbem-12124	18	8	audit	audit	NOUN
fbem-12124	18	9	can	can	AUX
fbem-12124	18	10	be	be	AUX
fbem-12124	18	11	transformed	transform	VERB
fbem-12124	18	12	into	into	ADP
fbem-12124	18	13	prior	prior	ADJ
fbem-12124	18	14	and	and	CCONJ
fbem-12124	18	15	in	in	ADP
fbem-12124	18	16	-	-	PUNCT
fbem-12124	18	17	process	process	NOUN
fbem-12124	18	18	supervision	supervision	NOUN
fbem-12124	18	19	,	,	PUNCT
fbem-12124	18	20	the	the	DET
fbem-12124	18	21	centralized	centralized	ADJ
fbem-12124	18	22	audit	audit	NOUN
fbem-12124	18	23	can	can	AUX
fbem-12124	18	24	be	be	AUX
fbem-12124	18	25	transformed	transform	VERB
fbem-12124	18	26	into	into	ADP
fbem-12124	18	27	real	real	ADJ
fbem-12124	18	28	-	-	PUNCT
fbem-12124	18	29	time	time	NOUN
fbem-12124	18	30	audit	audit	NOUN
fbem-12124	18	31	,	,	PUNCT
fbem-12124	18	32	and	and	CCONJ
fbem-12124	18	33	the	the	DET
fbem-12124	18	34	risk	risk	NOUN
fbem-12124	18	35	warning	warning	NOUN
fbem-12124	18	36	can	can	AUX
fbem-12124	18	37	be	be	AUX
fbem-12124	18	38	implemented	implement	VERB
fbem-12124	18	39	in	in	ADP
fbem-12124	18	40	the	the	DET
fbem-12124	18	41	audit	audit	NOUN
fbem-12124	18	42	process	process	NOUN
fbem-12124	18	43	,	,	PUNCT
fbem-12124	18	44	so	so	SCONJ
fbem-12124	18	45	as	as	SCONJ
fbem-12124	18	46	to	to	PART
fbem-12124	18	47	improve	improve	VERB
fbem-12124	18	48	the	the	DET
fbem-12124	18	49	efficiency	efficiency	NOUN
fbem-12124	18	50	of	of	ADP
fbem-12124	18	51	audit	audit	NOUN
fbem-12124	19	1	[	[	X
fbem-12124	19	2	5	5	NUM
fbem-12124	19	3	]	]	PUNCT
fbem-12124	19	4	.	.	PUNCT
fbem-12124	20	1	with	with	ADP
fbem-12124	20	2	the	the	DET
fbem-12124	20	3	continuous	continuous	ADJ
fbem-12124	20	4	growth	growth	NOUN
fbem-12124	20	5	of	of	ADP
fbem-12124	20	6	the	the	DET
fbem-12124	20	7	content	content	NOUN
fbem-12124	20	8	and	and	CCONJ
fbem-12124	20	9	business	business	NOUN
fbem-12124	20	10	data	datum	NOUN
fbem-12124	20	11	of	of	ADP
fbem-12124	20	12	the	the	DET
fbem-12124	20	13	communication	communication	NOUN
fbem-12124	20	14	enterprise	enterprise	NOUN
fbem-12124	20	15	audit	audit	NOUN
fbem-12124	20	16	,	,	PUNCT
fbem-12124	20	17	the	the	DET
fbem-12124	20	18	traditional	traditional	ADJ
fbem-12124	20	19	audit	audit	NOUN
fbem-12124	20	20	method	method	NOUN
fbem-12124	20	21	is	be	AUX
fbem-12124	20	22	mainly	mainly	ADV
fbem-12124	20	23	offline	offline	ADJ
fbem-12124	20	24	audit	audit	NOUN
fbem-12124	20	25	,	,	PUNCT
fbem-12124	20	26	the	the	DET
fbem-12124	20	27	audit	audit	NOUN
fbem-12124	20	28	work	work	NOUN
fbem-12124	20	29	is	be	AUX
fbem-12124	20	30	heavy	heavy	ADJ
fbem-12124	20	31	and	and	CCONJ
fbem-12124	20	32	temporary	temporary	ADJ
fbem-12124	20	33	,	,	PUNCT
fbem-12124	20	34	the	the	DET
fbem-12124	20	35	number	number	NOUN
fbem-12124	20	36	of	of	ADP
fbem-12124	20	37	auditors	auditor	NOUN
fbem-12124	20	38	is	be	AUX
fbem-12124	20	39	scarce	scarce	ADJ
fbem-12124	20	40	,	,	PUNCT
fbem-12124	20	41	and	and	CCONJ
fbem-12124	20	42	the	the	DET
fbem-12124	20	43	support	support	NOUN
fbem-12124	20	44	of	of	ADP
fbem-12124	20	45	data	datum	NOUN
fbem-12124	20	46	market	market	NOUN
fbem-12124	20	47	and	and	CCONJ
fbem-12124	20	48	analysis	analysis	NOUN
fbem-12124	20	49	model	model	NOUN
fbem-12124	20	50	is	be	AUX
fbem-12124	20	51	lacking	lack	VERB
fbem-12124	20	52	.	.	PUNCT
fbem-12124	21	1	andre	andre	PROPN
fbem-12124	21	2	é	é	PROPN
fbem-12124	21	3	m.	m.	PROPN
fbem-12124	21	4	carrington	carrington	PROPN
fbem-12124	21	5	put	put	VERB
fbem-12124	21	6	forward	forward	ADP
fbem-12124	21	7	an	an	DET
fbem-12124	21	8	efficient	efficient	ADJ
fbem-12124	21	9	management	management	NOUN
fbem-12124	21	10	method	method	NOUN
fbem-12124	21	11	based	base	VERB
fbem-12124	21	12	on	on	ADP
fbem-12124	21	13	data	datum	NOUN
fbem-12124	21	14	domain	domain	NOUN
fbem-12124	21	15	of	of	ADP
fbem-12124	21	16	multiple	multiple	ADJ
fbem-12124	21	17	systems	system	NOUN
fbem-12124	21	18	in	in	ADP
fbem-12124	21	19	view	view	NOUN
fbem-12124	21	20	of	of	ADP
fbem-12124	21	21	various	various	ADJ
fbem-12124	21	22	problems	problem	NOUN
fbem-12124	21	23	faced	face	VERB
fbem-12124	21	24	by	by	ADP
fbem-12124	21	25	traditional	traditional	ADJ
fbem-12124	21	26	audit	audit	NOUN
fbem-12124	21	27	methods	method	NOUN
fbem-12124	21	28	.	.	PUNCT
fbem-12124	22	1	on	on	ADP
fbem-12124	22	2	this	this	DET
fbem-12124	22	3	basis	basis	NOUN
fbem-12124	22	4	,	,	PUNCT
fbem-12124	22	5	he	he	PRON
fbem-12124	22	6	defined	define	VERB
fbem-12124	22	7	the	the	DET
fbem-12124	22	8	data	datum	NOUN
fbem-12124	22	9	of	of	ADP
fbem-12124	22	10	multiple	multiple	ADJ
fbem-12124	22	11	systems	system	NOUN
fbem-12124	22	12	uniformly	uniformly	ADV
fbem-12124	22	13	and	and	CCONJ
fbem-12124	22	14	defined	define	VERB
fbem-12124	22	15	it	it	PRON
fbem-12124	22	16	as	as	ADP
fbem-12124	22	17	a	a	DET
fbem-12124	22	18	unified	unify	VERB
fbem-12124	22	19	database	database	NOUN
fbem-12124	22	20	.	.	PUNCT
fbem-12124	23	1	at	at	ADP
fbem-12124	23	2	the	the	DET
fbem-12124	23	3	same	same	ADJ
fbem-12124	23	4	time	time	NOUN
fbem-12124	23	5	,	,	PUNCT
fbem-12124	23	6	the	the	DET
fbem-12124	23	7	platform	platform	NOUN
fbem-12124	23	8	also	also	ADV
fbem-12124	23	9	has	have	VERB
fbem-12124	23	10	certain	certain	ADJ
fbem-12124	23	11	scalability	scalability	NOUN
fbem-12124	23	12	,	,	PUNCT
fbem-12124	23	13	which	which	PRON
fbem-12124	23	14	can	can	AUX
fbem-12124	23	15	gradually	gradually	ADV
fbem-12124	23	16	achieve	achieve	VERB
fbem-12124	23	17	the	the	DET
fbem-12124	23	18	coverage	coverage	NOUN
fbem-12124	23	19	of	of	ADP
fbem-12124	23	20	data	datum	NOUN
fbem-12124	23	21	,	,	PUNCT
fbem-12124	23	22	and	and	CCONJ
fbem-12124	23	23	can	can	AUX
fbem-12124	23	24	provide	provide	VERB
fbem-12124	23	25	support	support	NOUN
fbem-12124	23	26	for	for	ADP
fbem-12124	23	27	more	more	ADJ
fbem-12124	23	28	management	management	NOUN
fbem-12124	23	29	areas	area	NOUN
fbem-12124	23	30	and	and	CCONJ
fbem-12124	23	31	business	business	NOUN
fbem-12124	23	32	systems	system	NOUN
fbem-12124	23	33	.	.	PUNCT
fbem-12124	24	1	on	on	ADP
fbem-12124	24	2	this	this	DET
fbem-12124	24	3	basis	basis	NOUN
fbem-12124	24	4	,	,	PUNCT
fbem-12124	24	5	he	he	PRON
fbem-12124	24	6	uses	use	VERB
fbem-12124	24	7	the	the	DET
fbem-12124	24	8	k	k	NOUN
fbem-12124	24	9	-	-	PUNCT
fbem-12124	24	10	means	means	NOUN
fbem-12124	24	11	method	method	NOUN
fbem-12124	24	12	to	to	PART
fbem-12124	24	13	find	find	VERB
fbem-12124	24	14	the	the	DET
fbem-12124	24	15	center	center	ADJ
fbem-12124	24	16	point	point	NOUN
fbem-12124	24	17	of	of	ADP
fbem-12124	24	18	a	a	DET
fbem-12124	24	19	group	group	NOUN
fbem-12124	24	20	of	of	ADP
fbem-12124	24	21	continuous	continuous	ADJ
fbem-12124	24	22	attribute	attribute	NOUN
fbem-12124	24	23	clusters	cluster	NOUN
fbem-12124	24	24	,	,	PUNCT
fbem-12124	24	25	and	and	CCONJ
fbem-12124	24	26	fuzzies	fuzzie	VERB
fbem-12124	24	27	it	it	PRON
fbem-12124	24	28	with	with	ADP
fbem-12124	24	29	triangular	triangular	ADJ
fbem-12124	24	30	fuzzy	fuzzy	ADJ
fbem-12124	24	31	numbers	number	NOUN
fbem-12124	24	32	.	.	PUNCT
fbem-12124	25	1	on	on	ADP
fbem-12124	25	2	this	this	DET
fbem-12124	25	3	basis	basis	NOUN
fbem-12124	25	4	,	,	PUNCT
fbem-12124	25	5	combined	combine	VERB
fbem-12124	25	6	with	with	ADP
fbem-12124	25	7	the	the	DET
fbem-12124	25	8	minimum	minimum	ADJ
fbem-12124	25	9	fuzzy	fuzzy	ADJ
fbem-12124	25	10	degree	degree	NOUN
fbem-12124	25	11	theory	theory	NOUN
fbem-12124	25	12	,	,	PUNCT
fbem-12124	25	13	a	a	DET
fbem-12124	25	14	visual	visual	ADJ
fbem-12124	25	15	fuzzy	fuzzy	ADJ
fbem-12124	25	16	decision	decision	NOUN
fbem-12124	25	17	system	system	NOUN
fbem-12124	25	18	is	be	AUX
fbem-12124	25	19	established	establish	VERB
fbem-12124	25	20	[	[	PUNCT
fbem-12124	25	21	6	6	NUM
fbem-12124	25	22	]	]	PUNCT
fbem-12124	25	23	.	.	PUNCT
fbem-12124	26	1	the	the	DET
fbem-12124	26	2	existing	exist	VERB
fbem-12124	26	3	audit	audit	NOUN
fbem-12124	26	4	big	big	ADJ
fbem-12124	26	5	data	datum	NOUN
fbem-12124	26	6	analysis	analysis	NOUN
fbem-12124	26	7	methods	method	NOUN
fbem-12124	26	8	mainly	mainly	ADV
fbem-12124	26	9	include	include	VERB
fbem-12124	26	10	the	the	DET
fbem-12124	26	11	lack	lack	NOUN
fbem-12124	26	12	of	of	ADP
fbem-12124	26	13	mining	mine	VERB
fbem-12124	26	14	the	the	DET
fbem-12124	26	15	audit	audit	NOUN
fbem-12124	26	16	information	information	NOUN
fbem-12124	26	17	hidden	hide	VERB
fbem-12124	26	18	in	in	ADP
fbem-12124	26	19	the	the	DET
fbem-12124	26	20	big	big	ADJ
fbem-12124	26	21	data	datum	NOUN
fbem-12124	26	22	,	,	PUNCT
fbem-12124	26	23	the	the	DET
fbem-12124	26	24	detection	detection	NOUN
fbem-12124	26	25	of	of	ADP
fbem-12124	26	26	more	more	ADJ
fbem-12124	26	27	fraud	fraud	NOUN
fbem-12124	26	28	technologies	technology	NOUN
fbem-12124	26	29	in	in	ADP
fbem-12124	26	30	the	the	DET
fbem-12124	26	31	context	context	NOUN
fbem-12124	26	32	of	of	ADP
fbem-12124	26	33	informatization	informatization	NOUN
fbem-12124	26	34	and	and	CCONJ
fbem-12124	26	35	networking	networking	NOUN
fbem-12124	26	36	,	,	PUNCT
fbem-12124	26	37	and	and	CCONJ
fbem-12124	26	38	the	the	DET
fbem-12124	26	39	quality	quality	NOUN
fbem-12124	26	40	defects	defect	NOUN
fbem-12124	26	41	of	of	ADP
fbem-12124	26	42	the	the	DET
fbem-12124	26	43	audit	audit	NOUN
fbem-12124	26	44	big	big	ADJ
fbem-12124	26	45	data	datum	NOUN
fbem-12124	26	46	.	.	PUNCT
fbem-12124	27	1	the	the	DET
fbem-12124	27	2	association	association	NOUN
fbem-12124	27	3	analysis	analysis	NOUN
fbem-12124	27	4	algorithm	algorithm	NOUN
fbem-12124	27	5	in	in	ADP
fbem-12124	27	6	data	data	NOUN
fbem-12124	27	7	mining	mining	NOUN
fbem-12124	27	8	technology	technology	NOUN
fbem-12124	27	9	is	be	AUX
fbem-12124	27	10	an	an	DET
fbem-12124	27	11	effective	effective	ADJ
fbem-12124	27	12	method	method	NOUN
fbem-12124	27	13	to	to	PART
fbem-12124	27	14	extract	extract	VERB
fbem-12124	27	15	knowledge	knowledge	NOUN
fbem-12124	27	16	from	from	ADP
fbem-12124	27	17	a	a	DET
fbem-12124	27	18	large	large	ADJ
fbem-12124	27	19	amount	amount	NOUN
fbem-12124	27	20	of	of	ADP
fbem-12124	27	21	data	datum	NOUN
fbem-12124	27	22	.	.	PUNCT
fbem-12124	28	1	it	it	PRON
fbem-12124	28	2	can	can	AUX
fbem-12124	28	3	complete	complete	VERB
fbem-12124	28	4	,	,	PUNCT
fbem-12124	28	5	hide	hide	VERB
fbem-12124	28	6	,	,	PUNCT
fbem-12124	28	7	clean	clean	VERB
fbem-12124	28	8	up	up	ADP
fbem-12124	28	9	and	and	CCONJ
fbem-12124	28	10	reduce	reduce	VERB
fbem-12124	28	11	defect	defect	NOUN
fbem-12124	28	12	data	datum	NOUN
fbem-12124	28	13	,	,	PUNCT
fbem-12124	28	14	and	and	CCONJ
fbem-12124	28	15	analyze	analyze	VERB
fbem-12124	28	16	these	these	DET
fbem-12124	28	17	data	datum	NOUN
fbem-12124	28	18	with	with	ADP
fbem-12124	28	19	the	the	DET
fbem-12124	28	20	help	help	NOUN
fbem-12124	28	21	of	of	ADP
fbem-12124	28	22	experts	expert	NOUN
fbem-12124	28	23	or	or	CCONJ
fbem-12124	28	24	analysts	analyst	NOUN
fbem-12124	28	25	,	,	PUNCT
fbem-12124	28	26	so	so	SCONJ
fbem-12124	28	27	as	as	SCONJ
fbem-12124	28	28	to	to	PART
fbem-12124	28	29	obtain	obtain	VERB
fbem-12124	28	30	the	the	DET
fbem-12124	28	31	corresponding	corresponding	ADJ
fbem-12124	28	32	audit	audit	NOUN
fbem-12124	28	33	results	result	NOUN
fbem-12124	28	34	.	.	PUNCT
fbem-12124	29	1	based	base	VERB
fbem-12124	29	2	on	on	ADP
fbem-12124	29	3	this	this	PRON
fbem-12124	29	4	,	,	PUNCT
fbem-12124	29	5	fouad	fouad	PROPN
fbem-12124	29	6	ben	ben	PROPN
fbem-12124	29	7	abdelaziz	abdelaziz	PROPN
fbem-12124	29	8	first	first	ADV
fbem-12124	29	9	reviewed	review	VERB
fbem-12124	29	10	the	the	DET
fbem-12124	29	11	world	world	NOUN
fbem-12124	29	12	's	's	PART
fbem-12124	29	13	relevant	relevant	ADJ
fbem-12124	29	14	literature	literature	NOUN
fbem-12124	29	15	,	,	PUNCT
fbem-12124	29	16	and	and	CCONJ
fbem-12124	29	17	then	then	ADV
fbem-12124	29	18	reviewed	review	VERB
fbem-12124	29	19	the	the	DET
fbem-12124	29	20	world	world	NOUN
fbem-12124	29	21	's	's	PART
fbem-12124	29	22	relevant	relevant	ADJ
fbem-12124	29	23	literature	literature	NOUN
fbem-12124	29	24	;	;	PUNCT
fbem-12124	29	25	this	this	DET
fbem-12124	29	26	paper	paper	NOUN
fbem-12124	29	27	introduces	introduce	VERB
fbem-12124	29	28	the	the	DET
fbem-12124	29	29	background	background	NOUN
fbem-12124	29	30	,	,	PUNCT
fbem-12124	29	31	current	current	ADJ
fbem-12124	29	32	situation	situation	NOUN
fbem-12124	29	33	and	and	CCONJ
fbem-12124	29	34	challenges	challenge	NOUN
fbem-12124	29	35	of	of	ADP
fbem-12124	29	36	relevant	relevant	ADJ
fbem-12124	29	37	research	research	NOUN
fbem-12124	29	38	in	in	ADP
fbem-12124	29	39	the	the	DET
fbem-12124	29	40	world	world	NOUN
fbem-12124	29	41	;	;	PUNCT
fbem-12124	29	42	it	it	PRON
fbem-12124	29	43	mainly	mainly	ADV
fbem-12124	29	44	expounds	expound	VERB
fbem-12124	29	45	some	some	DET
fbem-12124	29	46	basic	basic	ADJ
fbem-12124	29	47	principles	principle	NOUN
fbem-12124	29	48	and	and	CCONJ
fbem-12124	29	49	methods	method	NOUN
fbem-12124	29	50	of	of	ADP
fbem-12124	29	51	data	datum	NOUN
fbem-12124	29	52	mode	mode	NOUN
fbem-12124	29	53	,	,	PUNCT
fbem-12124	29	54	mode	mode	NOUN
fbem-12124	29	55	transformation	transformation	NOUN
fbem-12124	29	56	,	,	PUNCT
fbem-12124	29	57	mode	mode	NOUN
fbem-12124	29	58	establishment	establishment	NOUN
fbem-12124	29	59	,	,	PUNCT
fbem-12124	29	60	etc	etc	X
fbem-12124	29	61	;	;	PUNCT
fbem-12124	29	62	be	be	AUX
fbem-12124	29	63	responsible	responsible	ADJ
fbem-12124	29	64	for	for	ADP
fbem-12124	29	65	the	the	DET
fbem-12124	29	66	collection	collection	NOUN
fbem-12124	29	67	and	and	CCONJ
fbem-12124	29	68	arrangement	arrangement	NOUN
fbem-12124	29	69	of	of	ADP
fbem-12124	29	70	audit	audit	NOUN
fbem-12124	29	71	data	datum	NOUN
fbem-12124	29	72	;	;	PUNCT
fbem-12124	29	73	pre	pre	ADJ
fbem-12124	29	74	-	-	NOUN
fbem-12124	29	75	process	process	NOUN
fbem-12124	29	76	the	the	DET
fbem-12124	29	77	audit	audit	NOUN
fbem-12124	29	78	data	datum	NOUN
fbem-12124	29	79	and	and	CCONJ
fbem-12124	29	80	explain	explain	VERB
fbem-12124	29	81	the	the	DET
fbem-12124	29	82	algorithm	algorithm	NOUN
fbem-12124	29	83	;	;	PUNCT
fbem-12124	29	84	a	a	DET
fbem-12124	29	85	new	new	ADJ
fbem-12124	29	86	correlation	correlation	NOUN
fbem-12124	29	87	analysis	analysis	NOUN
fbem-12124	29	88	method	method	NOUN
fbem-12124	29	89	is	be	AUX
fbem-12124	29	90	proposed	propose	VERB
fbem-12124	29	91	.	.	PUNCT
fbem-12124	30	1	the	the	DET
fbem-12124	30	2	activation	activation	NOUN
fbem-12124	30	3	value	value	NOUN
fbem-12124	30	4	of	of	ADP
fbem-12124	30	5	hidden	hide	VERB
fbem-12124	30	6	nodes	node	NOUN
fbem-12124	30	7	and	and	CCONJ
fbem-12124	30	8	the	the	DET
fbem-12124	30	9	extraction	extraction	NOUN
fbem-12124	30	10	of	of	ADP
fbem-12124	30	11	audit	audit	NOUN
fbem-12124	30	12	rules	rule	NOUN
fbem-12124	30	13	are	be	AUX
fbem-12124	30	14	analyzed	analyze	VERB
fbem-12124	30	15	;	;	PUNCT
fbem-12124	30	16	on	on	ADP
fbem-12124	30	17	this	this	DET
fbem-12124	30	18	basis	basis	NOUN
fbem-12124	30	19	,	,	PUNCT
fbem-12124	30	20	an	an	DET
fbem-12124	30	21	audit	audit	NOUN
fbem-12124	30	22	data	data	NOUN
fbem-12124	30	23	processing	processing	NOUN
fbem-12124	30	24	method	method	NOUN
fbem-12124	30	25	based	base	VERB
fbem-12124	30	26	on	on	ADP
fbem-12124	30	27	association	association	NOUN
fbem-12124	30	28	analysis	analysis	NOUN
fbem-12124	30	29	is	be	AUX
fbem-12124	30	30	presented	present	VERB
fbem-12124	30	31	;	;	PUNCT
fbem-12124	30	32	finally	finally	ADV
fbem-12124	30	33	,	,	PUNCT
fbem-12124	30	34	the	the	DET
fbem-12124	30	35	quality	quality	NOUN
fbem-12124	30	36	of	of	ADP
fbem-12124	30	37	audit	audit	NOUN
fbem-12124	30	38	data	datum	NOUN
fbem-12124	30	39	and	and	CCONJ
fbem-12124	30	40	audit	audit	NOUN
fbem-12124	30	41	risk	risk	NOUN
fbem-12124	30	42	are	be	AUX
fbem-12124	30	43	discussed	discuss	VERB
fbem-12124	30	44	.	.	PUNCT
fbem-12124	31	1	this	this	DET
fbem-12124	31	2	paper	paper	NOUN
fbem-12124	31	3	summarizes	summarize	VERB
fbem-12124	31	4	the	the	DET
fbem-12124	31	5	current	current	ADJ
fbem-12124	31	6	research	research	NOUN
fbem-12124	31	7	situation	situation	NOUN
fbem-12124	31	8	in	in	ADP
fbem-12124	31	9	the	the	DET
fbem-12124	31	10	field	field	NOUN
fbem-12124	31	11	of	of	ADP
fbem-12124	31	12	audit	audit	NOUN
fbem-12124	31	13	data	datum	NOUN
fbem-12124	31	14	processing	processing	NOUN
fbem-12124	31	15	in	in	ADP
fbem-12124	31	16	the	the	DET
fbem-12124	31	17	world	world	NOUN
fbem-12124	31	18	.	.	PUNCT
fbem-12124	32	1	the	the	DET
fbem-12124	32	2	results	result	NOUN
fbem-12124	32	3	show	show	VERB
fbem-12124	32	4	that	that	SCONJ
fbem-12124	32	5	,	,	PUNCT
fbem-12124	32	6	on	on	ADP
fbem-12124	32	7	the	the	DET
fbem-12124	32	8	basis	basis	NOUN
fbem-12124	32	9	of	of	ADP
fbem-12124	32	10	the	the	DET
fbem-12124	32	11	analysis	analysis	NOUN
fbem-12124	32	12	of	of	ADP
fbem-12124	32	13	association	association	NOUN
fbem-12124	32	14	rules	rule	NOUN
fbem-12124	32	15	,	,	PUNCT
fbem-12124	32	16	he	he	PRON
fbem-12124	32	17	proposed	propose	VERB
fbem-12124	32	18	a	a	DET
fbem-12124	32	19	correlation	correlation	NOUN
fbem-12124	32	20	analysis	analysis	NOUN
fbem-12124	32	21	method	method	NOUN
fbem-12124	32	22	based	base	VERB
fbem-12124	32	23	on	on	ADP
fbem-12124	32	24	association	association	NOUN
fbem-12124	32	25	rules	rule	NOUN
fbem-12124	32	26	,	,	PUNCT
fbem-12124	32	27	which	which	PRON
fbem-12124	32	28	can	can	AUX
fbem-12124	32	29	identify	identify	VERB
fbem-12124	32	30	a	a	DET
fbem-12124	32	31	large	large	ADJ
fbem-12124	32	32	amount	amount	NOUN
fbem-12124	32	33	of	of	ADP
fbem-12124	32	34	audit	audit	NOUN
fbem-12124	32	35	data	datum	NOUN
fbem-12124	32	36	,	,	PUNCT
fbem-12124	32	37	and	and	CCONJ
fbem-12124	32	38	can	can	AUX
fbem-12124	32	39	use	use	VERB
fbem-12124	32	40	probabilistic	probabilistic	ADJ
fbem-12124	32	41	methods	method	NOUN
fbem-12124	32	42	to	to	PART
fbem-12124	32	43	describe	describe	VERB
fbem-12124	32	44	the	the	DET
fbem-12124	32	45	occurrence	occurrence	NOUN
fbem-12124	32	46	of	of	ADP
fbem-12124	32	47	association	association	NOUN
fbem-12124	32	48	events	event	NOUN
fbem-12124	32	49	at	at	ADP
fbem-12124	32	50	the	the	DET
fbem-12124	32	51	same	same	ADJ
fbem-12124	32	52	time	time	NOUN
fbem-12124	32	53	or	or	CCONJ
fbem-12124	32	54	240	240	NUM
fbem-12124	32	55	successively	successively	ADV
fbem-12124	32	56	[	[	X
fbem-12124	32	57	7	7	NUM
fbem-12124	32	58	]	]	PUNCT
fbem-12124	32	59	.	.	PUNCT
fbem-12124	33	1	this	this	DET
fbem-12124	33	2	paper	paper	NOUN
fbem-12124	33	3	discusses	discuss	VERB
fbem-12124	33	4	the	the	DET
fbem-12124	33	5	current	current	ADJ
fbem-12124	33	6	situation	situation	NOUN
fbem-12124	33	7	of	of	ADP
fbem-12124	33	8	the	the	DET
fbem-12124	33	9	audit	audit	NOUN
fbem-12124	33	10	data	data	VERB
fbem-12124	33	11	analysis	analysis	NOUN
fbem-12124	33	12	and	and	CCONJ
fbem-12124	33	13	management	management	NOUN
fbem-12124	33	14	platform	platform	NOUN
fbem-12124	33	15	and	and	CCONJ
fbem-12124	33	16	the	the	DET
fbem-12124	33	17	main	main	ADJ
fbem-12124	33	18	problems	problem	NOUN
fbem-12124	33	19	faced	face	VERB
fbem-12124	33	20	by	by	ADP
fbem-12124	33	21	auditors	auditor	NOUN
fbem-12124	33	22	,	,	PUNCT
fbem-12124	33	23	and	and	CCONJ
fbem-12124	33	24	introduces	introduce	VERB
fbem-12124	33	25	the	the	DET
fbem-12124	33	26	business	business	NOUN
fbem-12124	33	27	intelligence	intelligence	NOUN
fbem-12124	33	28	technology	technology	NOUN
fbem-12124	33	29	and	and	CCONJ
fbem-12124	33	30	data	data	NOUN
fbem-12124	33	31	mining	mining	NOUN
fbem-12124	33	32	programming	programming	NOUN
fbem-12124	33	33	technology	technology	NOUN
fbem-12124	33	34	,	,	PUNCT
fbem-12124	33	35	aiming	aim	VERB
fbem-12124	33	36	at	at	ADP
fbem-12124	33	37	clarifying	clarify	VERB
fbem-12124	33	38	the	the	DET
fbem-12124	33	39	actual	actual	ADJ
fbem-12124	33	40	needs	need	NOUN
fbem-12124	33	41	of	of	ADP
fbem-12124	33	42	building	build	VERB
fbem-12124	33	43	the	the	DET
fbem-12124	33	44	audit	audit	NOUN
fbem-12124	33	45	data	datum	NOUN
fbem-12124	33	46	analysis	analysis	NOUN
fbem-12124	33	47	and	and	CCONJ
fbem-12124	33	48	management	management	NOUN
fbem-12124	33	49	platform	platform	NOUN
fbem-12124	33	50	and	and	CCONJ
fbem-12124	33	51	the	the	DET
fbem-12124	33	52	feasibility	feasibility	NOUN
fbem-12124	33	53	of	of	ADP
fbem-12124	33	54	analyzing	analyze	VERB
fbem-12124	33	55	and	and	CCONJ
fbem-12124	33	56	developing	develop	VERB
fbem-12124	33	57	software	software	NOUN
fbem-12124	33	58	systems	system	NOUN
fbem-12124	33	59	.	.	PUNCT
fbem-12124	34	1	then	then	ADV
fbem-12124	34	2	,	,	PUNCT
fbem-12124	34	3	this	this	DET
fbem-12124	34	4	paper	paper	NOUN
fbem-12124	34	5	proposes	propose	VERB
fbem-12124	34	6	a	a	DET
fbem-12124	34	7	financial	financial	ADJ
fbem-12124	34	8	audit	audit	NOUN
fbem-12124	34	9	mining	mining	NOUN
fbem-12124	34	10	model	model	NOUN
fbem-12124	34	11	based	base	VERB
fbem-12124	34	12	on	on	ADP
fbem-12124	34	13	outlier	outlier	NOUN
fbem-12124	34	14	mining	mining	NOUN
fbem-12124	34	15	algorithm	algorithm	NOUN
fbem-12124	34	16	,	,	PUNCT
fbem-12124	34	17	and	and	CCONJ
fbem-12124	34	18	gives	give	VERB
fbem-12124	34	19	the	the	DET
fbem-12124	34	20	concrete	concrete	ADJ
fbem-12124	34	21	implementation	implementation	NOUN
fbem-12124	34	22	method	method	NOUN
fbem-12124	34	23	of	of	ADP
fbem-12124	34	24	the	the	DET
fbem-12124	34	25	model	model	NOUN
fbem-12124	34	26	.	.	PUNCT
fbem-12124	35	1	by	by	ADP
fbem-12124	35	2	analyzing	analyze	VERB
fbem-12124	35	3	the	the	DET
fbem-12124	35	4	theory	theory	NOUN
fbem-12124	35	5	of	of	ADP
fbem-12124	35	6	business	business	NOUN
fbem-12124	35	7	intelligence	intelligence	NOUN
fbem-12124	35	8	and	and	CCONJ
fbem-12124	35	9	studying	study	VERB
fbem-12124	35	10	the	the	DET
fbem-12124	35	11	application	application	NOUN
fbem-12124	35	12	of	of	ADP
fbem-12124	35	13	relevant	relevant	ADJ
fbem-12124	35	14	technologies	technology	NOUN
fbem-12124	35	15	,	,	PUNCT
fbem-12124	35	16	applying	apply	VERB
fbem-12124	35	17	business	business	NOUN
fbem-12124	35	18	intelligence	intelligence	NOUN
fbem-12124	35	19	technology	technology	NOUN
fbem-12124	35	20	to	to	ADP
fbem-12124	35	21	complex	complex	ADJ
fbem-12124	35	22	financial	financial	ADJ
fbem-12124	35	23	data	datum	NOUN
fbem-12124	35	24	audit	audit	NOUN
fbem-12124	35	25	and	and	CCONJ
fbem-12124	35	26	establishing	establish	VERB
fbem-12124	35	27	an	an	DET
fbem-12124	35	28	audit	audit	NOUN
fbem-12124	35	29	data	data	NOUN
fbem-12124	35	30	analysis	analysis	NOUN
fbem-12124	35	31	and	and	CCONJ
fbem-12124	35	32	management	management	NOUN
fbem-12124	35	33	platform	platform	NOUN
fbem-12124	35	34	can	can	AUX
fbem-12124	35	35	make	make	VERB
fbem-12124	35	36	auditors	auditor	NOUN
fbem-12124	35	37	more	more	ADV
fbem-12124	35	38	convenient	convenient	ADJ
fbem-12124	35	39	to	to	PART
fbem-12124	35	40	audit	audit	VERB
fbem-12124	35	41	and	and	CCONJ
fbem-12124	35	42	reduce	reduce	VERB
fbem-12124	35	43	the	the	DET
fbem-12124	35	44	workload	workload	NOUN
fbem-12124	35	45	.	.	PUNCT
fbem-12124	36	1	2	2	X
fbem-12124	36	2	.	.	X
fbem-12124	36	3	audit	audit	NOUN
fbem-12124	36	4	data	datum	NOUN
fbem-12124	36	5	and	and	CCONJ
fbem-12124	36	6	management	management	NOUN
fbem-12124	36	7	platform	platform	NOUN
fbem-12124	36	8	based	base	VERB
fbem-12124	36	9	on	on	ADP
fbem-12124	36	10	intelligent	intelligent	ADJ
fbem-12124	36	11	algorithm	algorithm	NOUN
fbem-12124	36	12	2.1	2.1	NUM
fbem-12124	36	13	.	.	PUNCT
fbem-12124	37	1	online	online	ADJ
fbem-12124	37	2	analytical	analytical	ADJ
fbem-12124	37	3	processing	processing	NOUN
fbem-12124	37	4	technology	technology	NOUN
fbem-12124	37	5	on	on	ADP
fbem-12124	37	6	-	-	PUNCT
fbem-12124	37	7	line	line	NOUN
fbem-12124	37	8	analytical	analytical	ADJ
fbem-12124	37	9	processing	processing	NOUN
fbem-12124	37	10	(	(	PUNCT
fbem-12124	37	11	olap	olap	PROPN
fbem-12124	37	12	)	)	PUNCT
fbem-12124	37	13	is	be	AUX
fbem-12124	37	14	a	a	DET
fbem-12124	37	15	very	very	ADV
fbem-12124	37	16	critical	critical	ADJ
fbem-12124	37	17	analysis	analysis	NOUN
fbem-12124	37	18	method	method	NOUN
fbem-12124	37	19	in	in	ADP
fbem-12124	37	20	data	datum	NOUN
fbem-12124	37	21	warehouse	warehouse	NOUN
fbem-12124	37	22	.	.	PUNCT
fbem-12124	38	1	online	online	ADJ
fbem-12124	38	2	analysis	analysis	NOUN
fbem-12124	38	3	and	and	CCONJ
fbem-12124	38	4	processing	processing	NOUN
fbem-12124	38	5	is	be	AUX
fbem-12124	38	6	a	a	DET
fbem-12124	38	7	complex	complex	ADJ
fbem-12124	38	8	analysis	analysis	NOUN
fbem-12124	38	9	method	method	NOUN
fbem-12124	38	10	based	base	VERB
fbem-12124	38	11	on	on	ADP
fbem-12124	38	12	large	large	ADJ
fbem-12124	38	13	-	-	PUNCT
fbem-12124	38	14	scale	scale	NOUN
fbem-12124	38	15	data	datum	NOUN
fbem-12124	38	16	.	.	PUNCT
fbem-12124	39	1	it	it	PRON
fbem-12124	39	2	can	can	AUX
fbem-12124	39	3	analyze	analyze	VERB
fbem-12124	39	4	and	and	CCONJ
fbem-12124	39	5	process	process	VERB
fbem-12124	39	6	data	datum	NOUN
fbem-12124	39	7	in	in	ADP
fbem-12124	39	8	data	datum	NOUN
fbem-12124	39	9	warehouse	warehouse	NOUN
fbem-12124	39	10	in	in	ADP
fbem-12124	39	11	multi	multi	ADJ
fbem-12124	39	12	-	-	ADJ
fbem-12124	39	13	dimensional	dimensional	ADJ
fbem-12124	39	14	and	and	CCONJ
fbem-12124	39	15	efficient	efficient	ADJ
fbem-12124	39	16	ways	way	NOUN
fbem-12124	39	17	from	from	ADP
fbem-12124	39	18	multiple	multiple	ADJ
fbem-12124	39	19	perspectives	perspective	NOUN
fbem-12124	39	20	[	[	X
fbem-12124	39	21	8	8	NUM
fbem-12124	39	22	-	-	SYM
fbem-12124	39	23	9	9	NUM
fbem-12124	39	24	]	]	PUNCT
fbem-12124	39	25	.	.	PUNCT
fbem-12124	40	1	the	the	DET
fbem-12124	40	2	main	main	ADJ
fbem-12124	40	3	feature	feature	NOUN
fbem-12124	40	4	of	of	ADP
fbem-12124	40	5	olap	olap	NOUN
fbem-12124	40	6	is	be	AUX
fbem-12124	40	7	that	that	SCONJ
fbem-12124	40	8	it	it	PRON
fbem-12124	40	9	can	can	AUX
fbem-12124	40	10	respond	respond	VERB
fbem-12124	40	11	quickly	quickly	ADV
fbem-12124	40	12	to	to	ADP
fbem-12124	40	13	various	various	ADJ
fbem-12124	40	14	complex	complex	ADJ
fbem-12124	40	15	queries	query	NOUN
fbem-12124	40	16	,	,	PUNCT
fbem-12124	40	17	and	and	CCONJ
fbem-12124	40	18	has	have	VERB
fbem-12124	40	19	the	the	DET
fbem-12124	40	20	ability	ability	NOUN
fbem-12124	40	21	of	of	ADP
fbem-12124	40	22	multidimensional	multidimensional	ADJ
fbem-12124	40	23	modeling	modeling	NOUN
fbem-12124	40	24	.	.	PUNCT
fbem-12124	41	1	its	its	PRON
fbem-12124	41	2	main	main	ADJ
fbem-12124	41	3	technologies	technology	NOUN
fbem-12124	41	4	include	include	VERB
fbem-12124	41	5	:	:	PUNCT
fbem-12124	41	6	multidimensional	multidimensional	ADJ
fbem-12124	41	7	data	datum	NOUN
fbem-12124	41	8	model	model	NOUN
fbem-12124	41	9	,	,	PUNCT
fbem-12124	41	10	multidimensional	multidimensional	ADJ
fbem-12124	41	11	analysis	analysis	NOUN
fbem-12124	41	12	,	,	PUNCT
fbem-12124	41	13	multidimensional	multidimensional	ADJ
fbem-12124	41	14	query	query	NOUN
fbem-12124	41	15	and	and	CCONJ
fbem-12124	41	16	display	display	NOUN
fbem-12124	41	17	,	,	PUNCT
fbem-12124	41	18	data	datum	NOUN
fbem-12124	41	19	cube	cube	NOUN
fbem-12124	41	20	,	,	PUNCT
fbem-12124	41	21	etc	etc	X
fbem-12124	41	22	.	.	X
fbem-12124	42	1	[	[	X
fbem-12124	42	2	10	10	NUM
fbem-12124	42	3	-	-	SYM
fbem-12124	42	4	11	11	NUM
fbem-12124	42	5	]	]	PUNCT
fbem-12124	42	6	.	.	PUNCT
fbem-12124	43	1	the	the	DET
fbem-12124	43	2	main	main	ADJ
fbem-12124	43	3	characteristics	characteristic	NOUN
fbem-12124	43	4	of	of	ADP
fbem-12124	43	5	online	online	ADJ
fbem-12124	43	6	analytical	analytical	ADJ
fbem-12124	43	7	processing	processing	NOUN
fbem-12124	43	8	are	be	AUX
fbem-12124	43	9	:	:	PUNCT
fbem-12124	43	10	fast	fast	ADJ
fbem-12124	43	11	speed	speed	NOUN
fbem-12124	43	12	,	,	PUNCT
fbem-12124	43	13	and	and	CCONJ
fbem-12124	43	14	the	the	DET
fbem-12124	43	15	ability	ability	NOUN
fbem-12124	43	16	to	to	PART
fbem-12124	43	17	respond	respond	VERB
fbem-12124	43	18	to	to	ADP
fbem-12124	43	19	the	the	DET
fbem-12124	43	20	analysis	analysis	NOUN
fbem-12124	43	21	requests	request	NOUN
fbem-12124	43	22	of	of	ADP
fbem-12124	43	23	most	most	ADJ
fbem-12124	43	24	users	user	NOUN
fbem-12124	43	25	in	in	ADP
fbem-12124	43	26	very	very	ADV
fbem-12124	43	27	little	little	ADJ
fbem-12124	43	28	time	time	NOUN
fbem-12124	43	29	;	;	PUNCT
fbem-12124	43	30	users	user	NOUN
fbem-12124	43	31	do	do	AUX
fbem-12124	43	32	not	not	PART
fbem-12124	43	33	need	need	VERB
fbem-12124	43	34	a	a	DET
fbem-12124	43	35	program	program	NOUN
fbem-12124	43	36	to	to	PART
fbem-12124	43	37	determine	determine	VERB
fbem-12124	43	38	specific	specific	ADJ
fbem-12124	43	39	new	new	ADJ
fbem-12124	43	40	operations	operation	NOUN
fbem-12124	43	41	in	in	ADP
fbem-12124	43	42	the	the	DET
fbem-12124	43	43	way	way	NOUN
fbem-12124	43	44	that	that	PRON
fbem-12124	43	45	users	user	NOUN
fbem-12124	43	46	expect	expect	VERB
fbem-12124	43	47	,	,	PUNCT
fbem-12124	43	48	and	and	CCONJ
fbem-12124	43	49	perform	perform	VERB
fbem-12124	43	50	different	different	ADJ
fbem-12124	43	51	logic	logic	NOUN
fbem-12124	43	52	and	and	CCONJ
fbem-12124	43	53	statistical	statistical	ADJ
fbem-12124	43	54	analysis	analysis	NOUN
fbem-12124	43	55	related	relate	VERB
fbem-12124	43	56	to	to	ADP
fbem-12124	43	57	the	the	DET
fbem-12124	43	58	application	application	NOUN
fbem-12124	43	59	in	in	ADP
fbem-12124	43	60	the	the	DET
fbem-12124	43	61	way	way	NOUN
fbem-12124	43	62	that	that	PRON
fbem-12124	43	63	users	user	NOUN
fbem-12124	43	64	expect	expect	VERB
fbem-12124	43	65	;	;	PUNCT
fbem-12124	43	66	multidimensional	multidimensional	ADJ
fbem-12124	43	67	,	,	PUNCT
fbem-12124	43	68	providing	provide	VERB
fbem-12124	43	69	users	user	NOUN
fbem-12124	43	70	with	with	ADP
fbem-12124	43	71	multi	multi	ADJ
fbem-12124	43	72	-	-	ADJ
fbem-12124	43	73	dimensional	dimensional	ADJ
fbem-12124	43	74	observation	observation	NOUN
fbem-12124	43	75	and	and	CCONJ
fbem-12124	43	76	analysis	analysis	NOUN
fbem-12124	43	77	;	;	PUNCT
fbem-12124	43	78	timeliness	timeliness	NOUN
fbem-12124	43	79	,	,	PUNCT
fbem-12124	43	80	no	no	ADV
fbem-12124	43	81	matter	matter	ADV
fbem-12124	43	82	how	how	SCONJ
fbem-12124	43	83	large	large	ADJ
fbem-12124	43	84	the	the	DET
fbem-12124	43	85	number	number	NOUN
fbem-12124	43	86	of	of	ADP
fbem-12124	43	87	data	datum	NOUN
fbem-12124	43	88	is	be	AUX
fbem-12124	43	89	or	or	CCONJ
fbem-12124	43	90	where	where	SCONJ
fbem-12124	43	91	it	it	PRON
fbem-12124	43	92	is	be	AUX
fbem-12124	43	93	stored	store	VERB
fbem-12124	43	94	,	,	PUNCT
fbem-12124	43	95	you	you	PRON
fbem-12124	43	96	can	can	AUX
fbem-12124	43	97	get	get	VERB
fbem-12124	43	98	timely	timely	ADJ
fbem-12124	43	99	information	information	NOUN
fbem-12124	43	100	and	and	CCONJ
fbem-12124	43	101	manage	manage	VERB
fbem-12124	43	102	these	these	DET
fbem-12124	43	103	large	large	ADJ
fbem-12124	43	104	amounts	amount	NOUN
fbem-12124	43	105	of	of	ADP
fbem-12124	43	106	information	information	NOUN
fbem-12124	43	107	[	[	X
fbem-12124	43	108	12	12	NUM
fbem-12124	43	109	-	-	SYM
fbem-12124	43	110	13	13	NUM
fbem-12124	43	111	]	]	PUNCT
fbem-12124	43	112	.	.	PUNCT
fbem-12124	44	1	the	the	DET
fbem-12124	44	2	use	use	NOUN
fbem-12124	44	3	of	of	ADP
fbem-12124	44	4	olap	olap	ADJ
fbem-12124	44	5	technology	technology	NOUN
fbem-12124	44	6	has	have	AUX
fbem-12124	44	7	greatly	greatly	ADV
fbem-12124	44	8	expanded	expand	VERB
fbem-12124	44	9	the	the	DET
fbem-12124	44	10	ability	ability	NOUN
fbem-12124	44	11	of	of	ADP
fbem-12124	44	12	data	datum	NOUN
fbem-12124	44	13	warehouse	warehouse	NOUN
fbem-12124	44	14	to	to	PART
fbem-12124	44	15	process	process	VERB
fbem-12124	44	16	data	datum	NOUN
fbem-12124	44	17	,	,	PUNCT
fbem-12124	44	18	but	but	CCONJ
fbem-12124	44	19	in	in	ADP
fbem-12124	44	20	this	this	DET
fbem-12124	44	21	era	era	NOUN
fbem-12124	44	22	of	of	ADP
fbem-12124	44	23	information	information	NOUN
fbem-12124	44	24	explosion	explosion	NOUN
fbem-12124	44	25	,	,	PUNCT
fbem-12124	44	26	the	the	DET
fbem-12124	44	27	limitations	limitation	NOUN
fbem-12124	44	28	of	of	ADP
fbem-12124	44	29	olap	olap	ADJ
fbem-12124	44	30	technology	technology	NOUN
fbem-12124	44	31	have	have	AUX
fbem-12124	44	32	also	also	ADV
fbem-12124	44	33	become	become	VERB
fbem-12124	44	34	increasingly	increasingly	ADV
fbem-12124	44	35	prominent	prominent	ADJ
fbem-12124	44	36	.	.	PUNCT
fbem-12124	45	1	in	in	ADP
fbem-12124	45	2	order	order	NOUN
fbem-12124	45	3	to	to	PART
fbem-12124	45	4	better	well	ADV
fbem-12124	45	5	adapt	adapt	VERB
fbem-12124	45	6	to	to	ADP
fbem-12124	45	7	data	data	NOUN
fbem-12124	45	8	processing	processing	NOUN
fbem-12124	45	9	and	and	CCONJ
fbem-12124	45	10	analysis	analysis	NOUN
fbem-12124	45	11	,	,	PUNCT
fbem-12124	45	12	people	people	NOUN
fbem-12124	45	13	have	have	AUX
fbem-12124	45	14	begun	begin	VERB
fbem-12124	45	15	to	to	PART
fbem-12124	45	16	conduct	conduct	VERB
fbem-12124	45	17	in	in	ADP
fbem-12124	45	18	-	-	PUNCT
fbem-12124	45	19	depth	depth	NOUN
fbem-12124	45	20	research	research	NOUN
fbem-12124	45	21	on	on	ADP
fbem-12124	45	22	data	datum	NOUN
fbem-12124	45	23	mining	mining	NOUN
fbem-12124	45	24	technology	technology	NOUN
fbem-12124	46	1	[	[	X
fbem-12124	46	2	14	14	NUM
fbem-12124	46	3	-	-	SYM
fbem-12124	46	4	15	15	NUM
fbem-12124	46	5	]	]	PUNCT
fbem-12124	46	6	.	.	PUNCT
fbem-12124	47	1	2.2	2.2	NUM
fbem-12124	47	2	.	.	PUNCT
fbem-12124	47	3	outlier	outlier	ADJ
fbem-12124	47	4	algorithm	algorithm	NOUN
fbem-12124	47	5	(	(	PUNCT
fbem-12124	47	6	1	1	NUM
fbem-12124	47	7	)	)	PUNCT
fbem-12124	47	8	outlier	outlier	NOUN
fbem-12124	47	9	definition	definition	NOUN
fbem-12124	47	10	definition	definition	NOUN
fbem-12124	47	11	:	:	PUNCT
fbem-12124	47	12	in	in	ADP
fbem-12124	47	13	the	the	DET
fbem-12124	47	14	s	s	NOUN
fbem-12124	47	15	set	set	NOUN
fbem-12124	47	16	,	,	PUNCT
fbem-12124	47	17	only	only	ADV
fbem-12124	47	18	when	when	SCONJ
fbem-12124	47	19	the	the	DET
fbem-12124	47	20	distance	distance	NOUN
fbem-12124	47	21	between	between	ADP
fbem-12124	47	22	the	the	DET
fbem-12124	47	23	object	object	NOUN
fbem-12124	47	24	with	with	ADP
fbem-12124	47	25	p	p	NOUN
fbem-12124	47	26	in	in	ADP
fbem-12124	47	27	s	s	PRON
fbem-12124	47	28	is	be	AUX
fbem-12124	47	29	larger	large	ADJ
fbem-12124	47	30	than	than	ADP
fbem-12124	47	31	d	d	PROPN
fbem-12124	47	32	,	,	PUNCT
fbem-12124	47	33	will	will	AUX
fbem-12124	47	34	an	an	DET
fbem-12124	47	35	isolated	isolated	ADJ
fbem-12124	47	36	point	point	NOUN
fbem-12124	47	37	appear	appear	VERB
fbem-12124	47	38	[	[	X
fbem-12124	47	39	16	16	NUM
fbem-12124	47	40	]	]	PUNCT
fbem-12124	47	41	.	.	PUNCT
fbem-12124	48	1	(	(	PUNCT
fbem-12124	48	2	2	2	X
fbem-12124	48	3	)	)	PUNCT
fbem-12124	48	4	measurement	measurement	NOUN
fbem-12124	48	5	of	of	ADP
fbem-12124	48	6	distance	distance	NOUN
fbem-12124	48	7	in	in	ADP
fbem-12124	48	8	distance	distance	NOUN
fbem-12124	48	9	-	-	PUNCT
fbem-12124	48	10	based	base	VERB
fbem-12124	48	11	isolation	isolation	NOUN
fbem-12124	48	12	point	point	NOUN
fbem-12124	48	13	recognition	recognition	NOUN
fbem-12124	48	14	methods	method	NOUN
fbem-12124	48	15	,	,	PUNCT
fbem-12124	48	16	absolute	absolute	ADJ
fbem-12124	48	17	value	value	NOUN
fbem-12124	48	18	,	,	PUNCT
fbem-12124	48	19	euclidean	euclidean	ADJ
fbem-12124	48	20	value	value	NOUN
fbem-12124	48	21	and	and	CCONJ
fbem-12124	48	22	chebyshev	chebyshev	NOUN
fbem-12124	48	23	value	value	NOUN
fbem-12124	48	24	are	be	AUX
fbem-12124	48	25	usually	usually	ADV
fbem-12124	48	26	used	use	VERB
fbem-12124	48	27	.	.	PUNCT
fbem-12124	49	1	the	the	DET
fbem-12124	49	2	so	so	ADV
fbem-12124	49	3	-	-	PUNCT
fbem-12124	49	4	called	call	VERB
fbem-12124	49	5	manhattan	manhattan	PROPN
fbem-12124	49	6	distance	distance	NOUN
fbem-12124	49	7	is	be	AUX
fbem-12124	49	8	a	a	DET
fbem-12124	49	9	geometric	geometric	ADJ
fbem-12124	49	10	academic	academic	ADJ
fbem-12124	49	11	term	term	NOUN
fbem-12124	49	12	used	use	VERB
fbem-12124	49	13	to	to	PART
fbem-12124	49	14	express	express	VERB
fbem-12124	49	15	the	the	DET
fbem-12124	49	16	sum	sum	NOUN
fbem-12124	49	17	of	of	ADP
fbem-12124	49	18	absolute	absolute	ADJ
fbem-12124	49	19	lengths	length	NOUN
fbem-12124	49	20	between	between	ADP
fbem-12124	49	21	two	two	NUM
fbem-12124	49	22	coordinates	coordinate	NOUN
fbem-12124	49	23	[	[	X
fbem-12124	49	24	17	17	NUM
fbem-12124	49	25	]	]	PUNCT
fbem-12124	49	26	.	.	PUNCT
fbem-12124	50	1	its	its	PRON
fbem-12124	50	2	definition	definition	NOUN
fbem-12124	50	3	is	be	AUX
fbem-12124	50	4	:	:	PUNCT
fbem-12124	50	5			X
fbem-12124	50	6	=	=	PUNCT
fbem-12124	51	1	−=	−=	VERB
fbem-12124	51	2	m	m	VERB
fbem-12124	51	3	k	k	X
fbem-12124	51	4	xjkxikdij	xjkxikdij	PROPN
fbem-12124	51	5	1	1	NUM
fbem-12124	51	6	(	(	PUNCT
fbem-12124	51	7	1	1	NUM
fbem-12124	51	8	)	)	PUNCT
fbem-12124	51	9	in	in	ADP
fbem-12124	51	10	the	the	DET
fbem-12124	51	11	formula	formula	NOUN
fbem-12124	51	12	,	,	PUNCT
fbem-12124	51	13	m	m	VERB
fbem-12124	51	14	is	be	AUX
fbem-12124	51	15	the	the	DET
fbem-12124	51	16	number	number	NOUN
fbem-12124	51	17	of	of	ADP
fbem-12124	51	18	attributes	attribute	NOUN
fbem-12124	51	19	of	of	ADP
fbem-12124	51	20	the	the	DET
fbem-12124	51	21	data	datum	NOUN
fbem-12124	51	22	object	object	NOUN
fbem-12124	51	23	,	,	PUNCT
fbem-12124	51	24	and	and	CCONJ
fbem-12124	51	25	xij	xij	PRON
fbem-12124	51	26	is	be	AUX
fbem-12124	51	27	the	the	DET
fbem-12124	51	28	value	value	NOUN
fbem-12124	51	29	of	of	ADP
fbem-12124	51	30	the	the	DET
fbem-12124	51	31	jth	jth	PROPN
fbem-12124	51	32	attribute	attribute	NOUN
fbem-12124	51	33	of	of	ADP
fbem-12124	51	34	the	the	DET
fbem-12124	51	35	i	i	PROPN
fbem-12124	51	36	-	-	PUNCT
fbem-12124	51	37	th	th	X
fbem-12124	51	38	object	object	NOUN
fbem-12124	51	39	[	[	X
fbem-12124	51	40	18	18	NUM
fbem-12124	51	41	]	]	PUNCT
fbem-12124	51	42	.	.	PUNCT
fbem-12124	52	1	euclidean	euclidean	ADJ
fbem-12124	52	2	distance	distance	NOUN
fbem-12124	52	3	,	,	PUNCT
fbem-12124	52	4	also	also	ADV
fbem-12124	52	5	known	know	VERB
fbem-12124	52	6	as	as	ADP
fbem-12124	52	7	euclidean	euclidean	ADJ
fbem-12124	52	8	distance	distance	NOUN
fbem-12124	52	9	,	,	PUNCT
fbem-12124	52	10	refers	refer	VERB
fbem-12124	52	11	to	to	ADP
fbem-12124	52	12	the	the	DET
fbem-12124	52	13	real	real	ADJ
fbem-12124	52	14	distance	distance	NOUN
fbem-12124	52	15	between	between	ADP
fbem-12124	52	16	two	two	NUM
fbem-12124	52	17	points	point	NOUN
fbem-12124	52	18	on	on	ADP
fbem-12124	52	19	two	two	NUM
fbem-12124	52	20	dimensions	dimension	NOUN
fbem-12124	52	21	.	.	PUNCT
fbem-12124	53	1	the	the	DET
fbem-12124	53	2	formula	formula	NOUN
fbem-12124	53	3	is	be	AUX
fbem-12124	53	4	:	:	PUNCT
fbem-12124	53	5			X
fbem-12124	53	6	=	=	PUNCT
fbem-12124	53	7	−=	−=	VERB
fbem-12124	53	8	m	m	VERB
fbem-12124	53	9	k	k	X
fbem-12124	53	10	xjkxikdij	xjkxikdij	PROPN
fbem-12124	53	11	1	1	NUM
fbem-12124	53	12	2	2	NUM
fbem-12124	53	13	)	)	PUNCT
fbem-12124	53	14	(	(	PUNCT
fbem-12124	53	15	(	(	PUNCT
fbem-12124	53	16	2	2	NUM
fbem-12124	53	17	)	)	PUNCT
fbem-12124	53	18	(	(	PUNCT
fbem-12124	53	19	3	3	X
fbem-12124	53	20	)	)	PUNCT
fbem-12124	53	21	distance	distance	NOUN
fbem-12124	53	22	-	-	PUNCT
fbem-12124	53	23	based	base	VERB
fbem-12124	53	24	outlier	outlier	NOUN
fbem-12124	53	25	detection	detection	NOUN
fbem-12124	53	26	algorithm	algorithm	NOUN
fbem-12124	53	27	the	the	DET
fbem-12124	53	28	distance	distance	NOUN
fbem-12124	53	29	-	-	PUNCT
fbem-12124	53	30	based	base	VERB
fbem-12124	53	31	outlier	outlier	NOUN
fbem-12124	53	32	detection	detection	NOUN
fbem-12124	53	33	algorithm	algorithm	NOUN
fbem-12124	53	34	is	be	AUX
fbem-12124	53	35	mainly	mainly	ADV
fbem-12124	53	36	used	use	VERB
fbem-12124	53	37	to	to	PART
fbem-12124	53	38	calculate	calculate	VERB
fbem-12124	53	39	the	the	DET
fbem-12124	53	40	distance	distance	NOUN
fbem-12124	53	41	between	between	ADP
fbem-12124	53	42	each	each	DET
fbem-12124	53	43	object	object	NOUN
fbem-12124	53	44	and	and	CCONJ
fbem-12124	53	45	other	other	ADJ
fbem-12124	53	46	objects	object	NOUN
fbem-12124	53	47	based	base	VERB
fbem-12124	53	48	on	on	ADP
fbem-12124	53	49	the	the	DET
fbem-12124	53	50	number	number	NOUN
fbem-12124	53	51	of	of	ADP
fbem-12124	53	52	outliers	outlier	NOUN
fbem-12124	53	53	that	that	PRON
fbem-12124	53	54	users	user	NOUN
fbem-12124	53	55	want	want	VERB
fbem-12124	53	56	to	to	PART
fbem-12124	53	57	find	find	VERB
fbem-12124	53	58	before	before	ADP
fbem-12124	53	59	this	this	PRON
fbem-12124	53	60	,	,	PUNCT
fbem-12124	53	61	and	and	CCONJ
fbem-12124	53	62	then	then	ADV
fbem-12124	53	63	calculate	calculate	VERB
fbem-12124	53	64	the	the	DET
fbem-12124	53	65	distance	distance	NOUN
fbem-12124	53	66	between	between	ADP
fbem-12124	53	67	each	each	DET
fbem-12124	53	68	object	object	NOUN
fbem-12124	53	69	and	and	CCONJ
fbem-12124	53	70	all	all	DET
fbem-12124	53	71	other	other	ADJ
fbem-12124	53	72	objects	object	NOUN
fbem-12124	53	73	,	,	PUNCT
fbem-12124	53	74	so	so	SCONJ
fbem-12124	53	75	that	that	SCONJ
fbem-12124	53	76	the	the	DET
fbem-12124	53	77	m	m	NOUN
fbem-12124	53	78	objects	object	VERB
fbem-12124	53	79	with	with	ADP
fbem-12124	53	80	the	the	DET
fbem-12124	53	81	largest	large	ADJ
fbem-12124	53	82	distance	distance	NOUN
fbem-12124	53	83	sum	sum	NOUN
fbem-12124	53	84	are	be	AUX
fbem-12124	53	85	outliers	outlier	NOUN
fbem-12124	53	86	[	[	X
fbem-12124	53	87	19	19	NUM
fbem-12124	53	88	]	]	PUNCT
fbem-12124	53	89	.	.	PUNCT
fbem-12124	54	1	definition	definition	NOUN
fbem-12124	54	2	:	:	PUNCT
fbem-12124	54	3	xi	xi	PROPN
fbem-12124	54	4	and	and	CCONJ
fbem-12124	54	5	xj	xj	PROPN
fbem-12124	54	6	represent	represent	VERB
fbem-12124	54	7	the	the	DET
fbem-12124	54	8	objects	object	NOUN
fbem-12124	54	9	in	in	ADP
fbem-12124	54	10	a	a	DET
fbem-12124	54	11	data	datum	NOUN
fbem-12124	54	12	set	set	VERB
fbem-12124	54	13	x	x	NOUN
fbem-12124	54	14	,	,	PUNCT
fbem-12124	54	15	n	n	PRON
fbem-12124	54	16	represents	represent	VERB
fbem-12124	54	17	the	the	DET
fbem-12124	54	18	number	number	NOUN
fbem-12124	54	19	of	of	ADP
fbem-12124	54	20	objects	object	NOUN
fbem-12124	54	21	,	,	PUNCT
fbem-12124	54	22	dij	dij	PROPN
fbem-12124	54	23	represents	represent	VERB
fbem-12124	54	24	the	the	DET
fbem-12124	54	25	spacing	spacing	NOUN
fbem-12124	54	26	of	of	ADP
fbem-12124	54	27	xi	xi	PROPN
fbem-12124	54	28	and	and	CCONJ
fbem-12124	54	29	xj	xj	PROPN
fbem-12124	54	30	,	,	PUNCT
fbem-12124	54	31	then	then	ADV
fbem-12124	54	32	the	the	DET
fbem-12124	54	33	spacing	space	VERB
fbem-12124	54	34	matrix	matrix	NOUN
fbem-12124	54	35	r	r	NOUN
fbem-12124	54	36	of	of	ADP
fbem-12124	54	37	x	x	PRON
fbem-12124	54	38	is	be	AUX
fbem-12124	54	39	as	as	SCONJ
fbem-12124	54	40	follows	follow	VERB
fbem-12124	54	41	:	:	PUNCT
fbem-12124	55	1			PROPN
fbem-12124	55	2			PROPN
fbem-12124	55	3			NOUN
fbem-12124	55	4			PROPN
fbem-12124	55	5			PROPN
fbem-12124	55	6			X
fbem-12124	55	7			NOUN
fbem-12124	55	8			NOUN
fbem-12124	55	9			NOUN
fbem-12124	55	10			NOUN
fbem-12124	55	11			NOUN
fbem-12124	55	12			PROPN
fbem-12124	55	13	=	=	SYM
fbem-12124	55	14	dnndndn	dnndndn	ADJ
fbem-12124	55	15	nddd	nddd	NOUN
fbem-12124	55	16	nddd	nddd	NOUN
fbem-12124	55	17	r	r	NOUN
fbem-12124	55	18	...	...	PUNCT
fbem-12124	55	19	21	21	NUM
fbem-12124	55	20	...	...	SYM
fbem-12124	55	21	2	2	NUM
fbem-12124	55	22	...	...	SYM
fbem-12124	55	23	2221	2221	NUM
fbem-12124	55	24	1	1	NUM
fbem-12124	55	25	...	...	SYM
fbem-12124	55	26	1211	1211	NUM
fbem-12124	55	27	(	(	PUNCT
fbem-12124	55	28	3	3	X
fbem-12124	55	29	)	)	PUNCT
fbem-12124	55	30	definition	definition	NOUN
fbem-12124	55	31	:	:	PUNCT
fbem-12124	55	32	xi	xi	PROPN
fbem-12124	55	33	is	be	AUX
fbem-12124	55	34	the	the	DET
fbem-12124	55	35	ith	ith	PROPN
fbem-12124	55	36	data	datum	NOUN
fbem-12124	55	37	object	object	NOUN
fbem-12124	55	38	in	in	ADP
fbem-12124	55	39	the	the	DET
fbem-12124	55	40	dataset	dataset	NOUN
fbem-12124	55	41	,	,	PUNCT
fbem-12124	55	42	and	and	CCONJ
fbem-12124	55	43	the	the	DET
fbem-12124	55	44	deviation	deviation	NOUN
fbem-12124	55	45	degree	degree	NOUN
fbem-12124	55	46	devi	devi	NOUN
fbem-12124	55	47	of	of	ADP
fbem-12124	55	48	xi	xi	PROPN
fbem-12124	55	49	is	be	AUX
fbem-12124	55	50	defined	define	VERB
fbem-12124	55	51	as	as	ADP
fbem-12124	55	52	:	:	PUNCT
fbem-12124	55	53			X
fbem-12124	55	54	=	=	PUNCT
fbem-12124	56	1	=	=	SYM
fbem-12124	56	2	n	n	CCONJ
fbem-12124	56	3	j	j	PROPN
fbem-12124	56	4	dijdevi	dijdevi	PROPN
fbem-12124	56	5	1	1	NUM
fbem-12124	56	6	(	(	PUNCT
fbem-12124	56	7	4	4	NUM
fbem-12124	56	8	)	)	PUNCT
fbem-12124	56	9	that	that	PRON
fbem-12124	56	10	is	be	AUX
fbem-12124	56	11	,	,	PUNCT
fbem-12124	56	12	devi	devi	PROPN
fbem-12124	56	13	is	be	AUX
fbem-12124	56	14	the	the	DET
fbem-12124	56	15	sum	sum	NOUN
fbem-12124	56	16	of	of	ADP
fbem-12124	56	17	row	row	NOUN
fbem-12124	56	18	i	i	PRON
fbem-12124	56	19	in	in	ADP
fbem-12124	56	20	matrix	matrix	NOUN
fbem-12124	56	21	r.	r.	PROPN
fbem-12124	56	22	from	from	ADP
fbem-12124	56	23	the	the	DET
fbem-12124	56	24	definition	definition	NOUN
fbem-12124	56	25	,	,	PUNCT
fbem-12124	56	26	we	we	PRON
fbem-12124	56	27	can	can	AUX
fbem-12124	56	28	see	see	VERB
fbem-12124	56	29	that	that	SCONJ
fbem-12124	56	30	the	the	DET
fbem-12124	56	31	larger	large	ADJ
fbem-12124	56	32	devi	devi	NOUN
fbem-12124	56	33	is	be	AUX
fbem-12124	56	34	,	,	PUNCT
fbem-12124	56	35	the	the	DET
fbem-12124	56	36	more	more	ADV
fbem-12124	56	37	likely	likely	ADJ
fbem-12124	56	38	object	object	NOUN
fbem-12124	56	39	i	i	PRON
fbem-12124	56	40	is	be	AUX
fbem-12124	56	41	to	to	PART
fbem-12124	56	42	become	become	VERB
fbem-12124	56	43	an	an	DET
fbem-12124	56	44	isolated	isolated	ADJ
fbem-12124	56	45	point	point	NOUN
fbem-12124	56	46	.	.	PUNCT
fbem-12124	57	1	if	if	SCONJ
fbem-12124	57	2	m	m	NOUN
fbem-12124	57	3	is	be	AUX
fbem-12124	57	4	the	the	DET
fbem-12124	57	5	number	number	NOUN
fbem-12124	57	6	of	of	ADP
fbem-12124	57	7	outliers	outlier	NOUN
fbem-12124	57	8	the	the	DET
fbem-12124	57	9	user	user	NOUN
fbem-12124	57	10	wants	want	VERB
fbem-12124	57	11	to	to	PART
fbem-12124	57	12	obtain	obtain	VERB
fbem-12124	57	13	,	,	PUNCT
fbem-12124	57	14	then	then	ADV
fbem-12124	57	15	the	the	DET
fbem-12124	57	16	largest	large	ADJ
fbem-12124	57	17	outlier	outlier	NOUN
fbem-12124	57	18	is	be	AUX
fbem-12124	57	19	outliers	outlier	NOUN
fbem-12124	57	20	[	[	X
fbem-12124	57	21	20	20	NUM
fbem-12124	57	22	]	]	PUNCT
fbem-12124	57	23	.	.	PUNCT
fbem-12124	58	1	2.3	2.3	NUM
fbem-12124	58	2	.	.	PUNCT
fbem-12124	58	3	overview	overview	NOUN
fbem-12124	58	4	of	of	ADP
fbem-12124	58	5	platform	platform	NOUN
fbem-12124	58	6	requirements	requirement	NOUN
fbem-12124	58	7	the	the	DET
fbem-12124	58	8	functional	functional	ADJ
fbem-12124	58	9	requirements	requirement	NOUN
fbem-12124	58	10	of	of	ADP
fbem-12124	58	11	the	the	DET
fbem-12124	58	12	audit	audit	NOUN
fbem-12124	58	13	data	data	VERB
fbem-12124	58	14	analysis	analysis	NOUN
fbem-12124	58	15	and	and	CCONJ
fbem-12124	58	16	management	management	NOUN
fbem-12124	58	17	platform	platform	NOUN
fbem-12124	58	18	are	be	AUX
fbem-12124	58	19	as	as	SCONJ
fbem-12124	58	20	follows	follow	VERB
fbem-12124	58	21	:	:	PUNCT
fbem-12124	58	22	(	(	PUNCT
fbem-12124	58	23	1	1	X
fbem-12124	58	24	)	)	PUNCT
fbem-12124	58	25	the	the	DET
fbem-12124	58	26	platform	platform	NOUN
fbem-12124	58	27	uses	use	VERB
fbem-12124	58	28	the	the	DET
fbem-12124	58	29	data	data	NOUN
fbem-12124	58	30	collection	collection	NOUN
fbem-12124	58	31	server	server	NOUN
fbem-12124	58	32	to	to	PART
fbem-12124	58	33	collect	collect	VERB
fbem-12124	58	34	data	datum	NOUN
fbem-12124	58	35	related	relate	VERB
fbem-12124	58	36	to	to	ADP
fbem-12124	58	37	the	the	DET
fbem-12124	58	38	budget	budget	NOUN
fbem-12124	58	39	implementation	implementation	NOUN
fbem-12124	58	40	of	of	ADP
fbem-12124	58	41	the	the	DET
fbem-12124	58	42	financial	financial	ADJ
fbem-12124	58	43	department	department	NOUN
fbem-12124	58	44	on	on	ADP
fbem-12124	58	45	a	a	DET
fbem-12124	58	46	regular	regular	ADJ
fbem-12124	58	47	basis	basis	NOUN
fbem-12124	58	48	.	.	PUNCT
fbem-12124	59	1	it	it	PRON
fbem-12124	59	2	can	can	AUX
fbem-12124	59	3	also	also	ADV
fbem-12124	59	4	collect	collect	VERB
fbem-12124	59	5	data	datum	NOUN
fbem-12124	59	6	in	in	ADP
fbem-12124	59	7	other	other	ADJ
fbem-12124	59	8	electronic	electronic	ADJ
fbem-12124	59	9	formats	format	NOUN
fbem-12124	59	10	,	,	PUNCT
fbem-12124	59	11	and	and	CCONJ
fbem-12124	59	12	automatically	automatically	ADV
fbem-12124	59	13	schedule	schedule	VERB
fbem-12124	59	14	data	datum	NOUN
fbem-12124	59	15	processing	processing	NOUN
fbem-12124	59	16	templates	template	NOUN
fbem-12124	59	17	according	accord	VERB
fbem-12124	59	18	to	to	ADP
fbem-12124	59	19	the	the	DET
fbem-12124	59	20	audit	audit	NOUN
fbem-12124	59	21	data	data	NOUN
fbem-12124	59	22	plan	plan	NOUN
fbem-12124	59	23	.	.	PUNCT
fbem-12124	60	1	the	the	DET
fbem-12124	60	2	collected	collect	VERB
fbem-12124	60	3	financial	financial	ADJ
fbem-12124	60	4	data	datum	NOUN
fbem-12124	60	5	is	be	AUX
fbem-12124	60	6	processed	process	VERB
fbem-12124	60	7	and	and	CCONJ
fbem-12124	60	8	converted	convert	VERB
fbem-12124	60	9	into	into	ADP
fbem-12124	60	10	data	datum	NOUN
fbem-12124	60	11	in	in	ADP
fbem-12124	60	12	standard	standard	ADJ
fbem-12124	60	13	format	format	NOUN
fbem-12124	60	14	;	;	PUNCT
fbem-12124	60	15	(	(	PUNCT
fbem-12124	60	16	2	2	X
fbem-12124	60	17	)	)	PUNCT
fbem-12124	60	18	the	the	DET
fbem-12124	60	19	model	model	NOUN
fbem-12124	60	20	can	can	AUX
fbem-12124	60	21	be	be	AUX
fbem-12124	60	22	used	use	VERB
fbem-12124	60	23	to	to	PART
fbem-12124	60	24	monitor	monitor	VERB
fbem-12124	60	25	all	all	DET
fbem-12124	60	26	businesses	business	NOUN
fbem-12124	60	27	and	and	CCONJ
fbem-12124	60	28	financial	financial	ADJ
fbem-12124	60	29	data	datum	NOUN
fbem-12124	60	30	in	in	ADP
fbem-12124	60	31	the	the	DET
fbem-12124	60	32	financial	financial	ADJ
fbem-12124	60	33	information	information	NOUN
fbem-12124	60	34	system	system	NOUN
fbem-12124	60	35	in	in	ADP
fbem-12124	60	36	real	real	ADJ
fbem-12124	60	37	time	time	NOUN
fbem-12124	60	38	,	,	PUNCT
fbem-12124	60	39	and	and	CCONJ
fbem-12124	60	40	also	also	ADV
fbem-12124	60	41	to	to	PART
fbem-12124	60	42	set	set	VERB
fbem-12124	60	43	up	up	ADP
fbem-12124	60	44	auditors	auditor	NOUN
fbem-12124	60	45	appropriately	appropriately	ADV
fbem-12124	60	46	,	,	PUNCT
fbem-12124	60	47	so	so	SCONJ
fbem-12124	60	48	as	as	SCONJ
fbem-12124	60	49	to	to	PART
fbem-12124	60	50	achieve	achieve	VERB
fbem-12124	60	51	the	the	DET
fbem-12124	60	52	early	early	ADJ
fbem-12124	60	53	warning	warning	NOUN
fbem-12124	60	54	function	function	NOUN
fbem-12124	60	55	of	of	ADP
fbem-12124	60	56	financial	financial	ADJ
fbem-12124	60	57	data	datum	NOUN
fbem-12124	60	58	;	;	PUNCT
fbem-12124	60	59	(	(	PUNCT
fbem-12124	60	60	3	3	X
fbem-12124	60	61	)	)	PUNCT
fbem-12124	60	62	based	base	VERB
fbem-12124	60	63	on	on	ADP
fbem-12124	60	64	the	the	DET
fbem-12124	60	65	project	project	NOUN
fbem-12124	60	66	implementation	implementation	NOUN
fbem-12124	60	67	plan	plan	NOUN
fbem-12124	60	68	of	of	ADP
fbem-12124	60	69	the	the	DET
fbem-12124	60	70	financial	financial	ADJ
fbem-12124	60	71	budget	budget	NOUN
fbem-12124	60	72	implementation	implementation	NOUN
fbem-12124	60	73	audit	audit	NOUN
fbem-12124	60	74	,	,	PUNCT
fbem-12124	60	75	the	the	DET
fbem-12124	60	76	auditors	auditor	NOUN
fbem-12124	60	77	select	select	VERB
fbem-12124	60	78	a	a	DET
fbem-12124	60	79	corresponding	corresponding	ADJ
fbem-12124	60	80	audit	audit	NOUN
fbem-12124	60	81	mode	mode	NOUN
fbem-12124	60	82	for	for	ADP
fbem-12124	60	83	the	the	DET
fbem-12124	60	84	corresponding	corresponding	ADJ
fbem-12124	60	85	audit	audit	NOUN
fbem-12124	60	86	items	item	NOUN
fbem-12124	60	87	.	.	PUNCT
fbem-12124	61	1	this	this	DET
fbem-12124	61	2	platform	platform	NOUN
fbem-12124	61	3	will	will	AUX
fbem-12124	61	4	automatically	automatically	ADV
fbem-12124	61	5	extract	extract	VERB
fbem-12124	61	6	the	the	DET
fbem-12124	61	7	basic	basic	ADJ
fbem-12124	61	8	data	datum	NOUN
fbem-12124	61	9	of	of	ADP
fbem-12124	61	10	the	the	DET
fbem-12124	61	11	audit	audit	NOUN
fbem-12124	61	12	background	background	NOUN
fbem-12124	61	13	,	,	PUNCT
fbem-12124	61	14	so	so	SCONJ
fbem-12124	61	15	as	as	SCONJ
fbem-12124	61	16	to	to	PART
fbem-12124	61	17	realize	realize	VERB
fbem-12124	61	18	multidimensional	multidimensional	ADJ
fbem-12124	61	19	and	and	CCONJ
fbem-12124	61	20	multi	multi	ADJ
fbem-12124	61	21	-	-	ADJ
fbem-12124	61	22	level	level	ADJ
fbem-12124	61	23	audit	audit	NOUN
fbem-12124	61	24	query	query	NOUN
fbem-12124	61	25	analysis	analysis	NOUN
fbem-12124	61	26	.	.	PUNCT
fbem-12124	62	1	(	(	PUNCT
fbem-12124	62	2	4	4	X
fbem-12124	62	3	)	)	PUNCT
fbem-12124	62	4	this	this	DET
fbem-12124	62	5	platform	platform	NOUN
fbem-12124	62	6	will	will	AUX
fbem-12124	62	7	feed	feed	VERB
fbem-12124	62	8	back	back	ADV
fbem-12124	62	9	the	the	DET
fbem-12124	62	10	audit	audit	NOUN
fbem-12124	62	11	questions	question	NOUN
fbem-12124	62	12	analyzed	analyze	VERB
fbem-12124	62	13	by	by	ADP
fbem-12124	62	14	each	each	DET
fbem-12124	62	15	module	module	NOUN
fbem-12124	62	16	to	to	ADP
fbem-12124	62	17	the	the	DET
fbem-12124	62	18	auditors	auditor	NOUN
fbem-12124	62	19	,	,	PUNCT
fbem-12124	62	20	who	who	PRON
fbem-12124	62	21	will	will	AUX
fbem-12124	62	22	further	far	ADV
fbem-12124	62	23	implement	implement	VERB
fbem-12124	62	24	the	the	DET
fbem-12124	62	25	audit	audit	NOUN
fbem-12124	62	26	questions	question	NOUN
fbem-12124	62	27	after	after	ADP
fbem-12124	62	28	the	the	DET
fbem-12124	62	29	analysis	analysis	NOUN
fbem-12124	62	30	.	.	PUNCT
fbem-12124	63	1	241	241	NUM
fbem-12124	63	2	3	3	X
fbem-12124	63	3	.	.	PUNCT
fbem-12124	63	4	investigation	investigation	NOUN
fbem-12124	63	5	and	and	CCONJ
fbem-12124	63	6	audit	audit	NOUN
fbem-12124	63	7	data	datum	NOUN
fbem-12124	63	8	and	and	CCONJ
fbem-12124	63	9	management	management	NOUN
fbem-12124	63	10	platform	platform	NOUN
fbem-12124	63	11	based	base	VERB
fbem-12124	63	12	on	on	ADP
fbem-12124	63	13	intelligent	intelligent	ADJ
fbem-12124	63	14	algorithms	algorithm	NOUN
fbem-12124	63	15	3.1	3.1	NUM
fbem-12124	63	16	.	.	PUNCT
fbem-12124	63	17	development	development	NOUN
fbem-12124	63	18	language	language	NOUN
fbem-12124	63	19	and	and	CCONJ
fbem-12124	63	20	tools	tool	NOUN
fbem-12124	63	21	(	(	PUNCT
fbem-12124	63	22	1	1	NUM
fbem-12124	63	23	)	)	PUNCT
fbem-12124	63	24	development	development	NOUN
fbem-12124	63	25	language	language	NOUN
fbem-12124	63	26	the	the	DET
fbem-12124	63	27	languages	language	NOUN
fbem-12124	63	28	needed	need	VERB
fbem-12124	63	29	for	for	ADP
fbem-12124	63	30	the	the	DET
fbem-12124	63	31	development	development	NOUN
fbem-12124	63	32	of	of	ADP
fbem-12124	63	33	the	the	DET
fbem-12124	63	34	system	system	NOUN
fbem-12124	63	35	include	include	VERB
fbem-12124	63	36	c	c	NOUN
fbem-12124	63	37	#	#	NOUN
fbem-12124	63	38	,	,	PUNCT
fbem-12124	63	39	microsoft	microsoft	PROPN
fbem-12124	63	40	,	,	PUNCT
fbem-12124	63	41	sql	sql	PROPN
fbem-12124	63	42	,	,	PUNCT
fbem-12124	63	43	mdx	mdx	NOUN
fbem-12124	63	44	,	,	PUNCT
fbem-12124	63	45	dmx	dmx	NOUN
fbem-12124	63	46	,	,	PUNCT
fbem-12124	63	47	and	and	CCONJ
fbem-12124	63	48	adomd	adomd	ADJ
fbem-12124	63	49	net	net	ADJ
fbem-12124	63	50	api	api	NOUN
fbem-12124	63	51	,	,	PUNCT
fbem-12124	63	52	etc	etc	X
fbem-12124	63	53	.	.	X
fbem-12124	64	1	in	in	ADP
fbem-12124	64	2	dmx	dmx	NOUN
fbem-12124	64	3	,	,	PUNCT
fbem-12124	64	4	you	you	PRON
fbem-12124	64	5	can	can	AUX
fbem-12124	64	6	complete	complete	VERB
fbem-12124	64	7	the	the	DET
fbem-12124	64	8	structure	structure	NOUN
fbem-12124	64	9	of	of	ADP
fbem-12124	64	10	data	datum	NOUN
fbem-12124	64	11	mining	mining	NOUN
fbem-12124	64	12	,	,	PUNCT
fbem-12124	64	13	establish	establish	VERB
fbem-12124	64	14	data	datum	NOUN
fbem-12124	64	15	mining	mining	NOUN
fbem-12124	64	16	models	model	NOUN
fbem-12124	64	17	,	,	PUNCT
fbem-12124	64	18	test	test	NOUN
fbem-12124	64	19	models	model	NOUN
fbem-12124	64	20	and	and	CCONJ
fbem-12124	64	21	forecast	forecast	NOUN
fbem-12124	64	22	data	datum	NOUN
fbem-12124	64	23	,	,	PUNCT
fbem-12124	64	24	and	and	CCONJ
fbem-12124	64	25	combine	combine	VERB
fbem-12124	64	26	dmx	dmx	NOUN
fbem-12124	64	27	language	language	NOUN
fbem-12124	64	28	with	with	ADP
fbem-12124	64	29	practical	practical	ADJ
fbem-12124	64	30	applications	application	NOUN
fbem-12124	64	31	.	.	PUNCT
fbem-12124	65	1	net	net	ADJ
fbem-12124	65	2	api	api	NOUN
fbem-12124	65	3	interface	interface	NOUN
fbem-12124	65	4	is	be	AUX
fbem-12124	65	5	used	use	VERB
fbem-12124	65	6	to	to	PART
fbem-12124	65	7	connect	connect	VERB
fbem-12124	65	8	with	with	ADP
fbem-12124	65	9	analysis	analysis	NOUN
fbem-12124	65	10	services	service	NOUN
fbem-12124	65	11	server	server	NOUN
fbem-12124	65	12	,	,	PUNCT
fbem-12124	65	13	and	and	CCONJ
fbem-12124	65	14	mdxprediction	mdxprediction	NOUN
fbem-12124	65	15	statement	statement	NOUN
fbem-12124	65	16	is	be	AUX
fbem-12124	65	17	used	use	VERB
fbem-12124	65	18	to	to	PART
fbem-12124	65	19	predict	predict	VERB
fbem-12124	65	20	data	datum	NOUN
fbem-12124	65	21	based	base	VERB
fbem-12124	65	22	on	on	ADP
fbem-12124	65	23	data	datum	NOUN
fbem-12124	65	24	mining	mining	NOUN
fbem-12124	65	25	.	.	PUNCT
fbem-12124	66	1	mdx	mdx	PROPN
fbem-12124	66	2	provides	provide	VERB
fbem-12124	66	3	the	the	DET
fbem-12124	66	4	ability	ability	NOUN
fbem-12124	66	5	to	to	PART
fbem-12124	66	6	process	process	VERB
fbem-12124	66	7	multi	multi	ADJ
fbem-12124	66	8	-	-	ADJ
fbem-12124	66	9	dimensional	dimensional	ADJ
fbem-12124	66	10	data	datum	NOUN
fbem-12124	66	11	.	.	PUNCT
fbem-12124	67	1	it	it	PRON
fbem-12124	67	2	can	can	AUX
fbem-12124	67	3	embed	embed	VERB
fbem-12124	67	4	mdx	mdx	NOUN
fbem-12124	67	5	declarations	declaration	NOUN
fbem-12124	67	6	into	into	ADP
fbem-12124	67	7	applications	application	NOUN
fbem-12124	67	8	,	,	PUNCT
fbem-12124	67	9	enabling	enable	VERB
fbem-12124	67	10	them	they	PRON
fbem-12124	67	11	to	to	PART
fbem-12124	67	12	interact	interact	VERB
fbem-12124	67	13	with	with	ADP
fbem-12124	67	14	multi	multi	ADJ
fbem-12124	67	15	-	-	ADJ
fbem-12124	67	16	dimensional	dimensional	ADJ
fbem-12124	67	17	databases	database	NOUN
fbem-12124	67	18	,	,	PUNCT
fbem-12124	67	19	and	and	CCONJ
fbem-12124	67	20	users	user	NOUN
fbem-12124	67	21	can	can	AUX
fbem-12124	67	22	perform	perform	VERB
fbem-12124	67	23	corresponding	corresponding	ADJ
fbem-12124	67	24	conditional	conditional	ADJ
fbem-12124	67	25	retrieval	retrieval	NOUN
fbem-12124	67	26	according	accord	VERB
fbem-12124	67	27	to	to	ADP
fbem-12124	67	28	their	their	PRON
fbem-12124	67	29	own	own	ADJ
fbem-12124	67	30	needs	need	NOUN
fbem-12124	67	31	and	and	CCONJ
fbem-12124	67	32	needs	need	NOUN
fbem-12124	67	33	.	.	PUNCT
fbem-12124	68	1	the	the	DET
fbem-12124	68	2	results	result	NOUN
fbem-12124	68	3	will	will	AUX
fbem-12124	68	4	be	be	AUX
fbem-12124	68	5	displayed	display	VERB
fbem-12124	68	6	in	in	ADP
fbem-12124	68	7	a	a	DET
fbem-12124	68	8	chart	chart	NOUN
fbem-12124	68	9	or	or	CCONJ
fbem-12124	68	10	table	table	NOUN
fbem-12124	68	11	.	.	PUNCT
fbem-12124	69	1	(	(	PUNCT
fbem-12124	69	2	2	2	X
fbem-12124	69	3	)	)	PUNCT
fbem-12124	69	4	development	development	NOUN
fbem-12124	69	5	tools	tool	NOUN
fbem-12124	69	6	sql	sql	NOUN
fbem-12124	69	7	server	server	NOUN
fbem-12124	69	8	2008	2008	NUM
fbem-12124	69	9	is	be	AUX
fbem-12124	69	10	not	not	PART
fbem-12124	69	11	only	only	ADV
fbem-12124	69	12	a	a	DET
fbem-12124	69	13	relational	relational	ADJ
fbem-12124	69	14	database	database	NOUN
fbem-12124	69	15	and	and	CCONJ
fbem-12124	69	16	data	datum	NOUN
fbem-12124	69	17	warehouse	warehouse	NOUN
fbem-12124	69	18	server	server	NOUN
fbem-12124	69	19	,	,	PUNCT
fbem-12124	69	20	but	but	CCONJ
fbem-12124	69	21	also	also	ADV
fbem-12124	69	22	an	an	DET
fbem-12124	69	23	analysis	analysis	NOUN
fbem-12124	69	24	services	service	NOUN
fbem-12124	69	25	server	server	NOUN
fbem-12124	69	26	.	.	PUNCT
fbem-12124	70	1	through	through	ADP
fbem-12124	70	2	the	the	DET
fbem-12124	70	3	connection	connection	NOUN
fbem-12124	70	4	with	with	ADP
fbem-12124	70	5	sqlserver2008	sqlserver2008	PROPN
fbem-12124	70	6	,	,	PUNCT
fbem-12124	70	7	users	user	NOUN
fbem-12124	70	8	can	can	AUX
fbem-12124	70	9	use	use	VERB
fbem-12124	70	10	the	the	DET
fbem-12124	70	11	software	software	NOUN
fbem-12124	70	12	to	to	ADP
fbem-12124	70	13	mine	mine	PRON
fbem-12124	70	14	,	,	PUNCT
fbem-12124	70	15	predict	predict	VERB
fbem-12124	70	16	and	and	CCONJ
fbem-12124	70	17	analyze	analyze	VERB
fbem-12124	70	18	data	datum	NOUN
fbem-12124	70	19	in	in	ADP
fbem-12124	70	20	multidimension	multidimension	NOUN
fbem-12124	70	21	.	.	PUNCT
fbem-12124	71	1	3.2	3.2	NUM
fbem-12124	71	2	.	.	PUNCT
fbem-12124	72	1	audit	audit	NOUN
fbem-12124	72	2	data	datum	NOUN
fbem-12124	72	3	and	and	CCONJ
fbem-12124	72	4	management	management	NOUN
fbem-12124	72	5	platform	platform	NOUN
fbem-12124	72	6	architecture	architecture	NOUN
fbem-12124	72	7	the	the	DET
fbem-12124	72	8	audit	audit	NOUN
fbem-12124	72	9	data	datum	NOUN
fbem-12124	72	10	analysis	analysis	NOUN
fbem-12124	72	11	and	and	CCONJ
fbem-12124	72	12	management	management	NOUN
fbem-12124	72	13	platform	platform	NOUN
fbem-12124	72	14	include	include	VERB
fbem-12124	72	15	data	datum	NOUN
fbem-12124	72	16	warehouse	warehouse	NOUN
fbem-12124	72	17	,	,	PUNCT
fbem-12124	72	18	multidimensional	multidimensional	ADJ
fbem-12124	72	19	analysis	analysis	NOUN
fbem-12124	72	20	(	(	PUNCT
fbem-12124	72	21	olap	olap	NOUN
fbem-12124	72	22	)	)	PUNCT
fbem-12124	72	23	and	and	CCONJ
fbem-12124	72	24	data	datum	NOUN
fbem-12124	72	25	mining	mining	NOUN
fbem-12124	72	26	technologies	technology	NOUN
fbem-12124	72	27	.	.	PUNCT
fbem-12124	73	1	with	with	ADP
fbem-12124	73	2	these	these	DET
fbem-12124	73	3	technologies	technology	NOUN
fbem-12124	73	4	,	,	PUNCT
fbem-12124	73	5	data	datum	NOUN
fbem-12124	73	6	can	can	AUX
fbem-12124	73	7	be	be	AUX
fbem-12124	73	8	collected	collect	VERB
fbem-12124	73	9	and	and	CCONJ
fbem-12124	73	10	integrated	integrate	VERB
fbem-12124	73	11	,	,	PUNCT
fbem-12124	73	12	and	and	CCONJ
fbem-12124	73	13	data	datum	NOUN
fbem-12124	73	14	can	can	AUX
fbem-12124	73	15	be	be	AUX
fbem-12124	73	16	analyzed	analyze	VERB
fbem-12124	73	17	,	,	PUNCT
fbem-12124	73	18	so	so	SCONJ
fbem-12124	73	19	as	as	SCONJ
fbem-12124	73	20	to	to	PART
fbem-12124	73	21	make	make	VERB
fbem-12124	73	22	a	a	DET
fbem-12124	73	23	reasonable	reasonable	ADJ
fbem-12124	73	24	assessment	assessment	NOUN
fbem-12124	73	25	and	and	CCONJ
fbem-12124	73	26	prediction	prediction	NOUN
fbem-12124	73	27	,	,	PUNCT
fbem-12124	73	28	and	and	CCONJ
fbem-12124	73	29	provide	provide	VERB
fbem-12124	73	30	a	a	DET
fbem-12124	73	31	basis	basis	NOUN
fbem-12124	73	32	for	for	SCONJ
fbem-12124	73	33	auditors	auditor	NOUN
fbem-12124	73	34	to	to	PART
fbem-12124	73	35	make	make	VERB
fbem-12124	73	36	decisions	decision	NOUN
fbem-12124	73	37	.	.	PUNCT
fbem-12124	74	1	olap	olap	PROPN
fbem-12124	74	2	is	be	AUX
fbem-12124	74	3	a	a	DET
fbem-12124	74	4	kind	kind	NOUN
fbem-12124	74	5	of	of	ADP
fbem-12124	74	6	confirmatory	confirmatory	ADJ
fbem-12124	74	7	analysis	analysis	NOUN
fbem-12124	74	8	.	.	PUNCT
fbem-12124	75	1	it	it	PRON
fbem-12124	75	2	can	can	AUX
fbem-12124	75	3	analyze	analyze	VERB
fbem-12124	75	4	multidimensional	multidimensional	ADJ
fbem-12124	75	5	data	datum	NOUN
fbem-12124	75	6	sets	set	NOUN
fbem-12124	75	7	based	base	VERB
fbem-12124	75	8	on	on	ADP
fbem-12124	75	9	data	datum	NOUN
fbem-12124	75	10	warehouse	warehouse	NOUN
fbem-12124	75	11	at	at	ADP
fbem-12124	75	12	different	different	ADJ
fbem-12124	75	13	levels	level	NOUN
fbem-12124	75	14	and	and	CCONJ
fbem-12124	75	15	dimensions	dimension	NOUN
fbem-12124	75	16	,	,	PUNCT
fbem-12124	75	17	so	so	SCONJ
fbem-12124	75	18	that	that	SCONJ
fbem-12124	75	19	auditors	auditor	NOUN
fbem-12124	75	20	can	can	AUX
fbem-12124	75	21	have	have	VERB
fbem-12124	75	22	a	a	DET
fbem-12124	75	23	comprehensive	comprehensive	ADJ
fbem-12124	75	24	understanding	understanding	NOUN
fbem-12124	75	25	of	of	ADP
fbem-12124	75	26	the	the	DET
fbem-12124	75	27	overall	overall	ADJ
fbem-12124	75	28	situation	situation	NOUN
fbem-12124	75	29	,	,	PUNCT
fbem-12124	75	30	observe	observe	VERB
fbem-12124	75	31	the	the	DET
fbem-12124	75	32	development	development	NOUN
fbem-12124	75	33	trend	trend	NOUN
fbem-12124	75	34	,	,	PUNCT
fbem-12124	75	35	and	and	CCONJ
fbem-12124	75	36	select	select	VERB
fbem-12124	75	37	the	the	DET
fbem-12124	75	38	key	key	ADJ
fbem-12124	75	39	points	point	NOUN
fbem-12124	75	40	.	.	PUNCT
fbem-12124	76	1	you	you	PRON
fbem-12124	76	2	can	can	AUX
fbem-12124	76	3	use	use	VERB
fbem-12124	76	4	drilling	drill	VERB
fbem-12124	76	5	to	to	PART
fbem-12124	76	6	find	find	VERB
fbem-12124	76	7	some	some	DET
fbem-12124	76	8	clues	clue	NOUN
fbem-12124	76	9	before	before	SCONJ
fbem-12124	76	10	you	you	PRON
fbem-12124	76	11	can	can	AUX
fbem-12124	76	12	conduct	conduct	VERB
fbem-12124	76	13	an	an	DET
fbem-12124	76	14	audit	audit	NOUN
fbem-12124	76	15	.	.	PUNCT
fbem-12124	77	1	data	datum	NOUN
fbem-12124	77	2	mining	mining	NOUN
fbem-12124	77	3	is	be	AUX
fbem-12124	77	4	a	a	DET
fbem-12124	77	5	kind	kind	NOUN
fbem-12124	77	6	of	of	ADP
fbem-12124	77	7	mining	mining	NOUN
fbem-12124	77	8	analysis	analysis	NOUN
fbem-12124	77	9	.	.	PUNCT
fbem-12124	78	1	it	it	PRON
fbem-12124	78	2	uses	use	VERB
fbem-12124	78	3	various	various	ADJ
fbem-12124	78	4	mining	mining	NOUN
fbem-12124	78	5	algorithms	algorithm	NOUN
fbem-12124	78	6	to	to	PART
fbem-12124	78	7	let	let	VERB
fbem-12124	78	8	auditors	auditor	NOUN
fbem-12124	78	9	extract	extract	VERB
fbem-12124	78	10	the	the	DET
fbem-12124	78	11	information	information	NOUN
fbem-12124	78	12	and	and	CCONJ
fbem-12124	78	13	knowledge	knowledge	NOUN
fbem-12124	78	14	hidden	hide	VERB
fbem-12124	78	15	in	in	ADP
fbem-12124	78	16	the	the	DET
fbem-12124	78	17	massive	massive	ADJ
fbem-12124	78	18	financial	financial	ADJ
fbem-12124	78	19	data	datum	NOUN
fbem-12124	78	20	.	.	PUNCT
fbem-12124	79	1	data	datum	NOUN
fbem-12124	79	2	mining	mining	NOUN
fbem-12124	79	3	improves	improve	VERB
fbem-12124	79	4	the	the	DET
fbem-12124	79	5	application	application	NOUN
fbem-12124	79	6	of	of	ADP
fbem-12124	79	7	data	datum	NOUN
fbem-12124	79	8	from	from	ADP
fbem-12124	79	9	low	low	ADJ
fbem-12124	79	10	-	-	PUNCT
fbem-12124	79	11	level	level	NOUN
fbem-12124	79	12	and	and	CCONJ
fbem-12124	79	13	simple	simple	ADJ
fbem-12124	79	14	queries	query	NOUN
fbem-12124	79	15	to	to	ADP
fbem-12124	79	16	mining	mine	VERB
fbem-12124	79	17	more	more	ADJ
fbem-12124	79	18	knowledge	knowledge	NOUN
fbem-12124	79	19	from	from	ADP
fbem-12124	79	20	data	datum	NOUN
fbem-12124	79	21	to	to	PART
fbem-12124	79	22	help	help	VERB
fbem-12124	79	23	people	people	NOUN
fbem-12124	79	24	make	make	VERB
fbem-12124	79	25	decisions	decision	NOUN
fbem-12124	79	26	.	.	PUNCT
fbem-12124	80	1	the	the	DET
fbem-12124	80	2	audit	audit	NOUN
fbem-12124	80	3	data	data	VERB
fbem-12124	80	4	analysis	analysis	NOUN
fbem-12124	80	5	platform	platform	NOUN
fbem-12124	80	6	in	in	ADP
fbem-12124	80	7	this	this	DET
fbem-12124	80	8	paper	paper	NOUN
fbem-12124	80	9	mainly	mainly	ADV
fbem-12124	80	10	includes	include	VERB
fbem-12124	80	11	four	four	NUM
fbem-12124	80	12	modules	module	NOUN
fbem-12124	80	13	:	:	PUNCT
fbem-12124	80	14	audit	audit	NOUN
fbem-12124	80	15	data	datum	NOUN
fbem-12124	80	16	collection	collection	NOUN
fbem-12124	80	17	,	,	PUNCT
fbem-12124	80	18	audit	audit	NOUN
fbem-12124	80	19	analysis	analysis	NOUN
fbem-12124	80	20	,	,	PUNCT
fbem-12124	80	21	suspicious	suspicious	ADJ
fbem-12124	80	22	problem	problem	NOUN
fbem-12124	80	23	handling	handling	NOUN
fbem-12124	80	24	,	,	PUNCT
fbem-12124	80	25	and	and	CCONJ
fbem-12124	80	26	audit	audit	NOUN
fbem-12124	80	27	collaboration	collaboration	NOUN
fbem-12124	80	28	.	.	PUNCT
fbem-12124	81	1	the	the	DET
fbem-12124	81	2	overall	overall	ADJ
fbem-12124	81	3	functional	functional	ADJ
fbem-12124	81	4	framework	framework	NOUN
fbem-12124	81	5	is	be	AUX
fbem-12124	81	6	shown	show	VERB
fbem-12124	81	7	in	in	ADP
fbem-12124	81	8	figure	figure	NOUN
fbem-12124	81	9	1	1	NUM
fbem-12124	81	10	:	:	PUNCT
fbem-12124	81	11	figure	figure	NOUN
fbem-12124	81	12	1	1	NUM
fbem-12124	81	13	.	.	PUNCT
fbem-12124	82	1	platform	platform	NOUN
fbem-12124	82	2	functional	functional	ADJ
fbem-12124	82	3	architecture	architecture	NOUN
fbem-12124	82	4	3.3	3.3	NUM
fbem-12124	82	5	.	.	PUNCT
fbem-12124	83	1	financial	financial	ADJ
fbem-12124	83	2	audit	audit	NOUN
fbem-12124	83	3	mining	mining	NOUN
fbem-12124	83	4	model	model	NOUN
fbem-12124	83	5	based	base	VERB
fbem-12124	83	6	on	on	ADP
fbem-12124	83	7	outlier	outlier	NOUN
fbem-12124	83	8	mining	mining	NOUN
fbem-12124	83	9	algorithm	algorithm	NOUN
fbem-12124	83	10	during	during	ADP
fbem-12124	83	11	the	the	DET
fbem-12124	83	12	audit	audit	NOUN
fbem-12124	83	13	process	process	NOUN
fbem-12124	83	14	,	,	PUNCT
fbem-12124	83	15	outlier	outlier	NOUN
fbem-12124	83	16	mining	mining	NOUN
fbem-12124	83	17	technology	technology	NOUN
fbem-12124	83	18	can	can	AUX
fbem-12124	83	19	be	be	AUX
fbem-12124	83	20	used	use	VERB
fbem-12124	83	21	to	to	PART
fbem-12124	83	22	obtain	obtain	VERB
fbem-12124	83	23	abnormal	abnormal	ADJ
fbem-12124	83	24	data	datum	NOUN
fbem-12124	83	25	,	,	PUNCT
fbem-12124	83	26	which	which	PRON
fbem-12124	83	27	is	be	AUX
fbem-12124	83	28	very	very	ADV
fbem-12124	83	29	important	important	ADJ
fbem-12124	83	30	for	for	ADP
fbem-12124	83	31	the	the	DET
fbem-12124	83	32	audit	audit	NOUN
fbem-12124	83	33	work	work	NOUN
fbem-12124	83	34	and	and	CCONJ
fbem-12124	83	35	may	may	AUX
fbem-12124	83	36	be	be	AUX
fbem-12124	83	37	an	an	DET
fbem-12124	83	38	important	important	ADJ
fbem-12124	83	39	breakthrough	breakthrough	NOUN
fbem-12124	83	40	.	.	PUNCT
fbem-12124	84	1	during	during	ADP
fbem-12124	84	2	the	the	DET
fbem-12124	84	3	audit	audit	NOUN
fbem-12124	84	4	process	process	NOUN
fbem-12124	84	5	,	,	PUNCT
fbem-12124	84	6	the	the	DET
fbem-12124	84	7	specific	specific	ADJ
fbem-12124	84	8	model	model	NOUN
fbem-12124	84	9	of	of	ADP
fbem-12124	84	10	outlier	outlier	NOUN
fbem-12124	84	11	mining	mining	NOUN
fbem-12124	84	12	technology	technology	NOUN
fbem-12124	84	13	for	for	ADP
fbem-12124	84	14	anomaly	anomaly	NOUN
fbem-12124	84	15	detection	detection	NOUN
fbem-12124	84	16	is	be	AUX
fbem-12124	84	17	shown	show	VERB
fbem-12124	84	18	in	in	ADP
fbem-12124	84	19	figure	figure	NOUN
fbem-12124	84	20	2	2	NUM
fbem-12124	84	21	.	.	PUNCT
fbem-12124	84	22	(	(	PUNCT
fbem-12124	84	23	1	1	X
fbem-12124	84	24	)	)	PUNCT
fbem-12124	84	25	determine	determine	VERB
fbem-12124	84	26	audit	audit	NOUN
fbem-12124	84	27	requirements	requirement	NOUN
fbem-12124	84	28	:	:	PUNCT
fbem-12124	84	29	analyze	analyze	VERB
fbem-12124	84	30	the	the	DET
fbem-12124	84	31	characteristics	characteristic	NOUN
fbem-12124	84	32	of	of	ADP
fbem-12124	84	33	the	the	DET
fbem-12124	84	34	audited	audited	ADJ
fbem-12124	84	35	unit	unit	NOUN
fbem-12124	84	36	according	accord	VERB
fbem-12124	84	37	to	to	ADP
fbem-12124	84	38	the	the	DET
fbem-12124	84	39	assigned	assign	VERB
fbem-12124	84	40	audit	audit	NOUN
fbem-12124	84	41	tasks	task	NOUN
fbem-12124	84	42	and	and	CCONJ
fbem-12124	84	43	requirements	requirement	NOUN
fbem-12124	84	44	,	,	PUNCT
fbem-12124	84	45	clarify	clarify	VERB
fbem-12124	84	46	the	the	DET
fbem-12124	84	47	audit	audit	NOUN
fbem-12124	84	48	direction	direction	NOUN
fbem-12124	84	49	and	and	CCONJ
fbem-12124	84	50	audit	audit	NOUN
fbem-12124	84	51	focus	focus	NOUN
fbem-12124	84	52	,	,	PUNCT
fbem-12124	84	53	understand	understand	VERB
fbem-12124	84	54	the	the	DET
fbem-12124	84	55	content	content	NOUN
fbem-12124	84	56	to	to	PART
fbem-12124	84	57	be	be	AUX
fbem-12124	84	58	audited	audit	VERB
fbem-12124	84	59	,	,	PUNCT
fbem-12124	84	60	and	and	CCONJ
fbem-12124	84	61	transform	transform	VERB
fbem-12124	84	62	it	it	PRON
fbem-12124	84	63	into	into	ADP
fbem-12124	84	64	an	an	DET
fbem-12124	84	65	expression	expression	NOUN
fbem-12124	84	66	that	that	PRON
fbem-12124	84	67	can	can	AUX
fbem-12124	84	68	use	use	VERB
fbem-12124	84	69	outliers	outlier	NOUN
fbem-12124	84	70	for	for	ADP
fbem-12124	84	71	data	data	NOUN
fbem-12124	84	72	mining	mining	NOUN
fbem-12124	84	73	.	.	PUNCT
fbem-12124	85	1	(	(	PUNCT
fbem-12124	85	2	2	2	X
fbem-12124	85	3	)	)	PUNCT
fbem-12124	85	4	data	datum	NOUN
fbem-12124	85	5	understanding	understanding	NOUN
fbem-12124	85	6	and	and	CCONJ
fbem-12124	85	7	preparation	preparation	NOUN
fbem-12124	85	8	:	:	PUNCT
fbem-12124	85	9	understand	understand	VERB
fbem-12124	85	10	and	and	CCONJ
fbem-12124	85	11	analyze	analyze	VERB
fbem-12124	85	12	the	the	DET
fbem-12124	85	13	data	data	NOUN
fbem-12124	85	14	structure	structure	NOUN
fbem-12124	85	15	of	of	ADP
fbem-12124	85	16	the	the	DET
fbem-12124	85	17	audited	audit	VERB
fbem-12124	85	18	entity	entity	NOUN
fbem-12124	85	19	,	,	PUNCT
fbem-12124	85	20	select	select	VERB
fbem-12124	85	21	the	the	DET
fbem-12124	85	22	appropriate	appropriate	ADJ
fbem-12124	85	23	data	datum	NOUN
fbem-12124	85	24	source	source	NOUN
fbem-12124	85	25	according	accord	VERB
fbem-12124	85	26	to	to	ADP
fbem-12124	85	27	the	the	DET
fbem-12124	85	28	needs	need	NOUN
fbem-12124	85	29	of	of	ADP
fbem-12124	85	30	the	the	DET
fbem-12124	85	31	audit	audit	NOUN
fbem-12124	85	32	business	business	NOUN
fbem-12124	85	33	,	,	PUNCT
fbem-12124	85	34	identify	identify	VERB
fbem-12124	85	35	the	the	DET
fbem-12124	85	36	data	datum	NOUN
fbem-12124	85	37	that	that	PRON
fbem-12124	85	38	can	can	AUX
fbem-12124	85	39	be	be	AUX
fbem-12124	85	40	analyzed	analyze	VERB
fbem-12124	85	41	using	use	VERB
fbem-12124	85	42	outliers	outlier	NOUN
fbem-12124	85	43	,	,	PUNCT
fbem-12124	85	44	transform	transform	VERB
fbem-12124	85	45	them	they	PRON
fbem-12124	85	46	,	,	PUNCT
fbem-12124	85	47	and	and	CCONJ
fbem-12124	85	48	load	load	VERB
fbem-12124	85	49	them	they	PRON
fbem-12124	85	50	into	into	ADP
fbem-12124	85	51	the	the	DET
fbem-12124	85	52	data	data	NOUN
fbem-12124	85	53	warehouse	warehouse	NOUN
fbem-12124	85	54	for	for	ADP
fbem-12124	85	55	mining	mining	NOUN
fbem-12124	85	56	.	.	PUNCT
fbem-12124	86	1	(	(	PUNCT
fbem-12124	86	2	3	3	X
fbem-12124	86	3	)	)	PUNCT
fbem-12124	86	4	modeling	modeling	NOUN
fbem-12124	86	5	and	and	CCONJ
fbem-12124	86	6	outlier	outlier	NOUN
fbem-12124	86	7	mining	mining	NOUN
fbem-12124	86	8	:	:	PUNCT
fbem-12124	86	9	on	on	ADP
fbem-12124	86	10	this	this	DET
fbem-12124	86	11	basis	basis	NOUN
fbem-12124	86	12	,	,	PUNCT
fbem-12124	86	13	the	the	DET
fbem-12124	86	14	proposed	propose	VERB
fbem-12124	86	15	outlier	outlier	NOUN
fbem-12124	86	16	mining	mining	NOUN
fbem-12124	86	17	method	method	NOUN
fbem-12124	86	18	is	be	AUX
fbem-12124	86	19	modeled	model	VERB
fbem-12124	86	20	.	.	PUNCT
fbem-12124	87	1	(	(	PUNCT
fbem-12124	87	2	4	4	X
fbem-12124	87	3	)	)	PUNCT
fbem-12124	87	4	evaluation	evaluation	NOUN
fbem-12124	87	5	:	:	PUNCT
fbem-12124	87	6	after	after	ADP
fbem-12124	87	7	building	build	VERB
fbem-12124	87	8	the	the	DET
fbem-12124	87	9	model	model	NOUN
fbem-12124	87	10	,	,	PUNCT
fbem-12124	87	11	we	we	PRON
fbem-12124	87	12	should	should	AUX
fbem-12124	87	13	analyze	analyze	VERB
fbem-12124	87	14	and	and	CCONJ
fbem-12124	87	15	evaluate	evaluate	VERB
fbem-12124	87	16	the	the	DET
fbem-12124	87	17	operation	operation	NOUN
fbem-12124	87	18	results	result	NOUN
fbem-12124	87	19	of	of	ADP
fbem-12124	87	20	the	the	DET
fbem-12124	87	21	model	model	NOUN
fbem-12124	87	22	,	,	PUNCT
fbem-12124	87	23	and	and	CCONJ
fbem-12124	87	24	test	test	VERB
fbem-12124	87	25	and	and	CCONJ
fbem-12124	87	26	evaluate	evaluate	VERB
fbem-12124	87	27	the	the	DET
fbem-12124	87	28	knowledge	knowledge	NOUN
fbem-12124	87	29	and	and	CCONJ
fbem-12124	87	30	rationality	rationality	NOUN
fbem-12124	87	31	of	of	ADP
fbem-12124	87	32	the	the	DET
fbem-12124	87	33	operation	operation	NOUN
fbem-12124	87	34	results	result	NOUN
fbem-12124	87	35	.	.	PUNCT
fbem-12124	88	1	if	if	SCONJ
fbem-12124	88	2	the	the	DET
fbem-12124	88	3	results	result	NOUN
fbem-12124	88	4	can	can	AUX
fbem-12124	88	5	not	not	PART
fbem-12124	88	6	accurately	accurately	ADV
fbem-12124	88	7	reflect	reflect	VERB
fbem-12124	88	8	the	the	DET
fbem-12124	88	9	matters	matter	NOUN
fbem-12124	88	10	to	to	PART
fbem-12124	88	11	be	be	AUX
fbem-12124	88	12	audited	audit	VERB
fbem-12124	88	13	,	,	PUNCT
fbem-12124	88	14	then	then	ADV
fbem-12124	88	15	we	we	PRON
fbem-12124	88	16	need	need	VERB
fbem-12124	88	17	to	to	PART
fbem-12124	88	18	revise	revise	VERB
fbem-12124	88	19	the	the	DET
fbem-12124	88	20	model	model	NOUN
fbem-12124	88	21	several	several	ADJ
fbem-12124	88	22	times	time	NOUN
fbem-12124	88	23	until	until	SCONJ
fbem-12124	88	24	the	the	DET
fbem-12124	88	25	model	model	NOUN
fbem-12124	88	26	can	can	AUX
fbem-12124	88	27	meet	meet	VERB
fbem-12124	88	28	the	the	DET
fbem-12124	88	29	needs	need	NOUN
fbem-12124	88	30	of	of	ADP
fbem-12124	88	31	the	the	DET
fbem-12124	88	32	auditors	auditor	NOUN
fbem-12124	88	33	.	.	PUNCT
fbem-12124	89	1	(	(	PUNCT
fbem-12124	89	2	5	5	X
fbem-12124	89	3	)	)	PUNCT
fbem-12124	89	4	release	release	NOUN
fbem-12124	89	5	:	:	PUNCT
fbem-12124	89	6	the	the	DET
fbem-12124	89	7	results	result	NOUN
fbem-12124	89	8	of	of	ADP
fbem-12124	89	9	mining	mining	NOUN
fbem-12124	89	10	should	should	AUX
fbem-12124	89	11	be	be	AUX
fbem-12124	89	12	presented	present	VERB
fbem-12124	89	13	to	to	PART
fbem-12124	89	14	audit	audit	VERB
fbem-12124	89	15	data	datum	NOUN
fbem-12124	89	16	analysis	analysis	NOUN
fbem-12124	89	17	platform	platform	NOUN
fbem-12124	89	18	data	datum	NOUN
fbem-12124	89	19	acquisition	acquisition	NOUN
fbem-12124	89	20	module	module	NOUN
fbem-12124	89	21	audit	audit	NOUN
fbem-12124	89	22	analysis	analysis	NOUN
fbem-12124	89	23	module	module	NOUN
fbem-12124	89	24	doubt	doubt	NOUN
fbem-12124	89	25	management	management	NOUN
fbem-12124	89	26	module	module	NOUN
fbem-12124	89	27	business	business	NOUN
fbem-12124	89	28	collaboration	collaboration	NOUN
fbem-12124	89	29	module	module	NOUN
fbem-12124	89	30	242	242	NUM
fbem-12124	89	31	auditors	auditor	NOUN
fbem-12124	89	32	in	in	ADP
fbem-12124	89	33	an	an	DET
fbem-12124	89	34	intuitive	intuitive	ADJ
fbem-12124	89	35	,	,	PUNCT
fbem-12124	89	36	concise	concise	ADJ
fbem-12124	89	37	and	and	CCONJ
fbem-12124	89	38	easy	easy	ADJ
fbem-12124	89	39	-	-	PUNCT
fbem-12124	89	40	to	to	PART
fbem-12124	89	41	-	-	PUNCT
fbem-12124	89	42	understand	understand	VERB
fbem-12124	89	43	way	way	NOUN
fbem-12124	89	44	through	through	ADP
fbem-12124	89	45	visual	visual	ADJ
fbem-12124	89	46	technology	technology	NOUN
fbem-12124	89	47	,	,	PUNCT
fbem-12124	89	48	so	so	SCONJ
fbem-12124	89	49	that	that	SCONJ
fbem-12124	89	50	auditors	auditor	NOUN
fbem-12124	89	51	can	can	AUX
fbem-12124	89	52	quickly	quickly	ADV
fbem-12124	89	53	determine	determine	VERB
fbem-12124	89	54	audit	audit	NOUN
fbem-12124	89	55	clues	clue	NOUN
fbem-12124	89	56	and	and	CCONJ
fbem-12124	89	57	make	make	VERB
fbem-12124	89	58	audit	audit	NOUN
fbem-12124	89	59	judgments	judgment	NOUN
fbem-12124	89	60	.	.	PUNCT
fbem-12124	90	1	figure	figure	NOUN
fbem-12124	90	2	2	2	NUM
fbem-12124	90	3	.	.	PUNCT
fbem-12124	90	4	financial	financial	ADJ
fbem-12124	90	5	audit	audit	NOUN
fbem-12124	90	6	mining	mining	NOUN
fbem-12124	90	7	model	model	NOUN
fbem-12124	90	8	based	base	VERB
fbem-12124	90	9	on	on	ADP
fbem-12124	90	10	outlier	outlier	NOUN
fbem-12124	90	11	mining	mining	NOUN
fbem-12124	90	12	algorithm	algorithm	NOUN
fbem-12124	90	13	4	4	NUM
fbem-12124	90	14	.	.	PUNCT
fbem-12124	90	15	audit	audit	NOUN
fbem-12124	90	16	data	datum	NOUN
fbem-12124	90	17	and	and	CCONJ
fbem-12124	90	18	management	management	NOUN
fbem-12124	90	19	platform	platform	NOUN
fbem-12124	90	20	based	base	VERB
fbem-12124	90	21	on	on	ADP
fbem-12124	90	22	intelligent	intelligent	ADJ
fbem-12124	90	23	algorithm	algorithm	NOUN
fbem-12124	90	24	4.1	4.1	NUM
fbem-12124	90	25	.	.	PUNCT
fbem-12124	91	1	implementation	implementation	NOUN
fbem-12124	91	2	of	of	ADP
fbem-12124	91	3	audit	audit	NOUN
fbem-12124	91	4	function	function	NOUN
fbem-12124	91	5	(	(	PUNCT
fbem-12124	91	6	1	1	X
fbem-12124	91	7	)	)	PUNCT
fbem-12124	91	8	olap	olap	NOUN
fbem-12124	91	9	-	-	PUNCT
fbem-12124	91	10	based	base	VERB
fbem-12124	91	11	audit	audit	NOUN
fbem-12124	91	12	process	process	NOUN
fbem-12124	91	13	create	create	VERB
fbem-12124	91	14	a	a	DET
fbem-12124	91	15	database	database	NOUN
fbem-12124	91	16	for	for	ADP
fbem-12124	91	17	analysis	analysis	NOUN
fbem-12124	91	18	:	:	PUNCT
fbem-12124	91	19	create	create	VERB
fbem-12124	91	20	a	a	DET
fbem-12124	91	21	database	database	NOUN
fbem-12124	91	22	in	in	ADP
fbem-12124	91	23	the	the	DET
fbem-12124	91	24	analysis	analysis	NOUN
fbem-12124	91	25	server	server	NOUN
fbem-12124	91	26	for	for	ADP
fbem-12124	91	27	analysis	analysis	NOUN
fbem-12124	91	28	,	,	PUNCT
fbem-12124	91	29	and	and	CCONJ
fbem-12124	91	30	connect	connect	VERB
fbem-12124	91	31	it	it	PRON
fbem-12124	91	32	with	with	ADP
fbem-12124	91	33	the	the	DET
fbem-12124	91	34	source	source	NOUN
fbem-12124	91	35	database	database	NOUN
fbem-12124	91	36	by	by	ADP
fbem-12124	91	37	odbc	odbc	PROPN
fbem-12124	91	38	(	(	PUNCT
fbem-12124	91	39	open	open	ADJ
fbem-12124	91	40	database	database	NOUN
fbem-12124	91	41	connectivity	connectivity	NOUN
fbem-12124	91	42	)	)	PUNCT
fbem-12124	91	43	or	or	CCONJ
fbem-12124	91	44	oledb	oledb	NOUN
fbem-12124	91	45	(	(	PUNCT
fbem-12124	91	46	object	object	VERB
fbem-12124	91	47	linking	link	VERB
fbem-12124	91	48	and	and	CCONJ
fbem-12124	91	49	embedding	embed	VERB
fbem-12124	91	50	,	,	PUNCT
fbem-12124	91	51	database	database	NOUN
fbem-12124	91	52	)	)	PUNCT
fbem-12124	91	53	,	,	PUNCT
fbem-12124	91	54	and	and	CCONJ
fbem-12124	91	55	use	use	VERB
fbem-12124	91	56	it	it	PRON
fbem-12124	91	57	as	as	ADP
fbem-12124	91	58	the	the	DET
fbem-12124	91	59	data	data	NOUN
fbem-12124	91	60	source	source	NOUN
fbem-12124	91	61	of	of	ADP
fbem-12124	91	62	the	the	DET
fbem-12124	91	63	analysis	analysis	NOUN
fbem-12124	91	64	database	database	NOUN
fbem-12124	91	65	.	.	PUNCT
fbem-12124	92	1	create	create	VERB
fbem-12124	92	2	dimension	dimension	NOUN
fbem-12124	92	3	:	:	PUNCT
fbem-12124	92	4	in	in	ADP
fbem-12124	92	5	shared	shared	ADJ
fbem-12124	92	6	dimension	dimension	NOUN
fbem-12124	92	7	,	,	PUNCT
fbem-12124	92	8	create	create	VERB
fbem-12124	92	9	a	a	DET
fbem-12124	92	10	dimension	dimension	NOUN
fbem-12124	92	11	for	for	ADP
fbem-12124	92	12	analyzing	analyze	VERB
fbem-12124	92	13	data	datum	NOUN
fbem-12124	92	14	through	through	ADP
fbem-12124	92	15	the	the	DET
fbem-12124	92	16	dimension	dimension	NOUN
fbem-12124	92	17	wizard	wizard	NOUN
fbem-12124	92	18	or	or	CCONJ
fbem-12124	92	19	dimension	dimension	NOUN
fbem-12124	92	20	editor	editor	NOUN
fbem-12124	92	21	.	.	PUNCT
fbem-12124	93	1	create	create	VERB
fbem-12124	93	2	a	a	DET
fbem-12124	93	3	cube	cube	NOUN
fbem-12124	93	4	:	:	PUNCT
fbem-12124	93	5	create	create	VERB
fbem-12124	93	6	a	a	DET
fbem-12124	93	7	cube	cube	NOUN
fbem-12124	93	8	through	through	ADP
fbem-12124	93	9	the	the	DET
fbem-12124	93	10	cube	cube	NOUN
fbem-12124	93	11	wizard	wizard	NOUN
fbem-12124	93	12	or	or	CCONJ
fbem-12124	93	13	cube	cube	NOUN
fbem-12124	93	14	editor	editor	NOUN
fbem-12124	93	15	.	.	PUNCT
fbem-12124	94	1	after	after	ADP
fbem-12124	94	2	building	build	VERB
fbem-12124	94	3	a	a	DET
fbem-12124	94	4	cube	cube	NOUN
fbem-12124	94	5	,	,	PUNCT
fbem-12124	94	6	you	you	PRON
fbem-12124	94	7	can	can	AUX
fbem-12124	94	8	use	use	VERB
fbem-12124	94	9	the	the	DET
fbem-12124	94	10	analysis	analysis	NOUN
fbem-12124	94	11	manager	manager	NOUN
fbem-12124	94	12	to	to	PART
fbem-12124	94	13	browse	browse	VERB
fbem-12124	94	14	the	the	DET
fbem-12124	94	15	data	datum	NOUN
fbem-12124	94	16	directly	directly	ADV
fbem-12124	94	17	,	,	PUNCT
fbem-12124	94	18	use	use	VERB
fbem-12124	94	19	excel	excel	NOUN
fbem-12124	94	20	or	or	CCONJ
fbem-12124	94	21	web	web	NOUN
fbem-12124	94	22	as	as	SCONJ
fbem-12124	94	23	the	the	DET
fbem-12124	94	24	front	front	ADJ
fbem-12124	94	25	-	-	PUNCT
fbem-12124	94	26	end	end	NOUN
fbem-12124	94	27	analysis	analysis	NOUN
fbem-12124	94	28	tool	tool	NOUN
fbem-12124	94	29	to	to	PART
fbem-12124	94	30	analyze	analyze	VERB
fbem-12124	94	31	the	the	DET
fbem-12124	94	32	data	datum	NOUN
fbem-12124	94	33	,	,	PUNCT
fbem-12124	94	34	and	and	CCONJ
fbem-12124	94	35	develop	develop	VERB
fbem-12124	94	36	client	client	NOUN
fbem-12124	94	37	applications	application	NOUN
fbem-12124	94	38	to	to	PART
fbem-12124	94	39	analyze	analyze	VERB
fbem-12124	94	40	and	and	CCONJ
fbem-12124	94	41	process	process	VERB
fbem-12124	94	42	the	the	DET
fbem-12124	94	43	data	datum	NOUN
fbem-12124	94	44	.	.	PUNCT
fbem-12124	95	1	(	(	PUNCT
fbem-12124	95	2	2	2	X
fbem-12124	95	3	)	)	PUNCT
fbem-12124	95	4	olap	olap	NOUN
fbem-12124	95	5	analysis	analysis	NOUN
fbem-12124	95	6	olap	olap	NOUN
fbem-12124	95	7	has	have	AUX
fbem-12124	95	8	effectively	effectively	ADV
fbem-12124	95	9	processed	process	VERB
fbem-12124	95	10	complex	complex	ADJ
fbem-12124	95	11	analysis	analysis	NOUN
fbem-12124	95	12	operations	operation	NOUN
fbem-12124	95	13	,	,	PUNCT
fbem-12124	95	14	and	and	CCONJ
fbem-12124	95	15	its	its	PRON
fbem-12124	95	16	focus	focus	NOUN
fbem-12124	95	17	is	be	AUX
fbem-12124	95	18	on	on	ADP
fbem-12124	95	19	assisting	assist	VERB
fbem-12124	95	20	decision	decision	NOUN
fbem-12124	95	21	-	-	PUNCT
fbem-12124	95	22	making	making	NOUN
fbem-12124	95	23	,	,	PUNCT
fbem-12124	95	24	while	while	SCONJ
fbem-12124	95	25	providing	provide	VERB
fbem-12124	95	26	users	user	NOUN
fbem-12124	95	27	with	with	ADP
fbem-12124	95	28	an	an	DET
fbem-12124	95	29	intuitive	intuitive	ADJ
fbem-12124	95	30	and	and	CCONJ
fbem-12124	95	31	easy	easy	ADJ
fbem-12124	95	32	-	-	PUNCT
fbem-12124	95	33	tounderstand	tounderstand	NOUN
fbem-12124	95	34	retrieval	retrieval	NOUN
fbem-12124	95	35	result	result	NOUN
fbem-12124	95	36	.	.	PUNCT
fbem-12124	96	1	in	in	ADP
fbem-12124	96	2	programming	programming	NOUN
fbem-12124	96	3	,	,	PUNCT
fbem-12124	96	4	its	its	PRON
fbem-12124	96	5	implementation	implementation	NOUN
fbem-12124	96	6	method	method	NOUN
fbem-12124	96	7	is	be	AUX
fbem-12124	96	8	as	as	SCONJ
fbem-12124	96	9	follows	follow	VERB
fbem-12124	96	10	:	:	PUNCT
fbem-12124	96	11	using	use	VERB
fbem-12124	96	12	microsoft.analysisservices.adomdclient	microsoft.analysisservices.adomdclient	NOUN
fbem-12124	96	13	;	;	PUNCT
fbem-12124	96	14	using	use	VERB
fbem-12124	96	15	system.data.sqlclient	system.data.sqlclient	NOUN
fbem-12124	96	16	;	;	PUNCT
fbem-12124	96	17	connection	connection	NOUN
fbem-12124	96	18	=	=	SYM
fbem-12124	96	19	new	new	ADJ
fbem-12124	96	20	adomdconnection	adomdconnection	NOUN
fbem-12124	96	21	(	(	PUNCT
fbem-12124	96	22	)	)	PUNCT
fbem-12124	96	23	;	;	PUNCT
fbem-12124	96	24	connection.connectionstring=”data	connection.connectionstring=”data	NOUN
fbem-12124	96	25	source	source	NOUN
fbem-12124	96	26	=	=	PRON
fbem-12124	96	27	localhost	localhost	NOUN
fbem-12124	96	28	;	;	PUNCT
fbem-12124	96	29	initial	initial	ADJ
fbem-12124	96	30	catalog	catalog	NOUN
fbem-12124	96	31	=	=	SYM
fbem-12124	96	32	data	datum	NOUN
fbem-12124	96	33	warehouse	warehouse	NOUN
fbem-12124	96	34	"	"	PUNCT
fbem-12124	96	35	;	;	PUNCT
fbem-12124	96	36	connection	connection	NOUN
fbem-12124	96	37	.	.	PUNCT
fbem-12124	97	1	open	open	ADJ
fbem-12124	97	2	(	(	PUNCT
fbem-12124	97	3	)	)	PUNCT
fbem-12124	97	4	;	;	PUNCT
fbem-12124	97	5	adomdcommand	adomdcommand	ADV
fbem-12124	97	6	cmd	cmd	VERB
fbem-12124	98	1	=	=	VERB
fbem-12124	98	2	connection.createcommand	connection.createcommand	PROPN
fbem-12124	98	3	(	(	PUNCT
fbem-12124	98	4	)	)	PUNCT
fbem-12124	98	5	;	;	PUNCT
fbem-12124	98	6	cmd	cmd	PROPN
fbem-12124	98	7	.	.	PROPN
fbem-12124	98	8	commandtext	commandtext	PROPN
fbem-12124	98	9	=	=	NUM
fbem-12124	98	10	mdx	mdx	PROPN
fbem-12124	98	11	query	query	NOUN
fbem-12124	98	12	statement	statement	NOUN
fbem-12124	98	13	;	;	PUNCT
fbem-12124	98	14	//execute	//execute	PUNCT
fbem-12124	98	15	the	the	DET
fbem-12124	98	16	command	command	NOUN
fbem-12124	98	17	and	and	CCONJ
fbem-12124	98	18	display	display	VERB
fbem-12124	98	19	the	the	DET
fbem-12124	98	20	prediction	prediction	NOUN
fbem-12124	98	21	result	result	VERB
fbem-12124	98	22	adomddatareader	adomddatareader	NOUN
fbem-12124	98	23	reader	reader	NOUN
fbem-12124	98	24	=	=	NOUN
fbem-12124	98	25	cmd.executereader	cmd.executereader	NOUN
fbem-12124	98	26	(	(	PUNCT
fbem-12124	98	27	)	)	PUNCT
fbem-12124	98	28	;	;	PUNCT
fbem-12124	98	29	if	if	SCONJ
fbem-12124	98	30	(	(	PUNCT
fbem-12124	98	31	reader	reader	NOUN
fbem-12124	98	32	.	.	PUNCT
fbem-12124	99	1	read	read	VERB
fbem-12124	99	2	(	(	PUNCT
fbem-12124	99	3	)	)	PUNCT
fbem-12124	99	4	)	)	PUNCT
fbem-12124	99	5	string	string	NOUN
fbem-12124	99	6	predictedgeneration	predictedgeneration	NOUN
fbem-12124	99	7	=	=	NOUN
fbem-12124	99	8	reader	reader	NOUN
fbem-12124	99	9	.	.	PUNCT
fbem-12124	100	1	getvalue	getvalue	NOUN
fbem-12124	100	2	(	(	PUNCT
fbem-12124	100	3	0).tostring	0).tostre	VERB
fbem-12124	100	4	(	(	PUNCT
fbem-12124	100	5	)	)	PUNCT
fbem-12124	100	6	;	;	PUNCT
fbem-12124	100	7	(	(	PUNCT
fbem-12124	100	8	3	3	X
fbem-12124	100	9	)	)	PUNCT
fbem-12124	100	10	report	report	NOUN
fbem-12124	100	11	management	management	NOUN
fbem-12124	100	12	the	the	DET
fbem-12124	100	13	report	report	NOUN
fbem-12124	100	14	is	be	AUX
fbem-12124	100	15	a	a	DET
fbem-12124	100	16	kind	kind	NOUN
fbem-12124	100	17	of	of	ADP
fbem-12124	100	18	xml	xml	NOUN
fbem-12124	100	19	(	(	PUNCT
fbem-12124	100	20	extensible	extensible	ADJ
fbem-12124	100	21	markup	markup	NOUN
fbem-12124	100	22	language	language	NOUN
fbem-12124	100	23	)	)	PUNCT
fbem-12124	100	24	format	format	NOUN
fbem-12124	100	25	data	datum	NOUN
fbem-12124	100	26	.	.	PUNCT
fbem-12124	101	1	it	it	PRON
fbem-12124	101	2	needs	need	VERB
fbem-12124	101	3	to	to	PART
fbem-12124	101	4	go	go	VERB
fbem-12124	101	5	through	through	ADP
fbem-12124	101	6	the	the	DET
fbem-12124	101	7	steps	step	NOUN
fbem-12124	101	8	of	of	ADP
fbem-12124	101	9	variable	variable	ADJ
fbem-12124	101	10	setting	setting	NOUN
fbem-12124	101	11	,	,	PUNCT
fbem-12124	101	12	cell	cell	NOUN
fbem-12124	101	13	editing	editing	NOUN
fbem-12124	101	14	,	,	PUNCT
fbem-12124	101	15	sql	sql	NOUN
fbem-12124	101	16	statement	statement	NOUN
fbem-12124	101	17	setting	setting	NOUN
fbem-12124	101	18	,	,	PUNCT
fbem-12124	101	19	file	file	NOUN
fbem-12124	101	20	parsing	parsing	NOUN
fbem-12124	101	21	and	and	CCONJ
fbem-12124	101	22	so	so	ADV
fbem-12124	101	23	on	on	ADV
fbem-12124	101	24	to	to	PART
fbem-12124	101	25	realize	realize	VERB
fbem-12124	101	26	the	the	DET
fbem-12124	101	27	display	display	NOUN
fbem-12124	101	28	of	of	ADP
fbem-12124	101	29	the	the	DET
fbem-12124	101	30	query	query	NOUN
fbem-12124	101	31	results	result	NOUN
fbem-12124	101	32	and	and	CCONJ
fbem-12124	101	33	tables	table	NOUN
fbem-12124	101	34	.	.	PUNCT
fbem-12124	102	1	4.2	4.2	NUM
fbem-12124	102	2	.	.	PUNCT
fbem-12124	102	3	data	data	PROPN
fbem-12124	102	4	mining	mining	NOUN
fbem-12124	102	5	model	model	NOUN
fbem-12124	102	6	and	and	CCONJ
fbem-12124	102	7	data	datum	NOUN
fbem-12124	102	8	in	in	ADP
fbem-12124	102	9	this	this	DET
fbem-12124	102	10	paper	paper	NOUN
fbem-12124	102	11	,	,	PUNCT
fbem-12124	102	12	the	the	DET
fbem-12124	102	13	revenue	revenue	NOUN
fbem-12124	102	14	and	and	CCONJ
fbem-12124	102	15	cost	cost	NOUN
fbem-12124	102	16	of	of	ADP
fbem-12124	102	17	a	a	DET
fbem-12124	102	18	company	company	NOUN
fbem-12124	102	19	's	's	PART
fbem-12124	102	20	restaurant	restaurant	NOUN
fbem-12124	102	21	are	be	AUX
fbem-12124	102	22	extracted	extract	VERB
fbem-12124	102	23	from	from	ADP
fbem-12124	102	24	a	a	DET
fbem-12124	102	25	database	database	NOUN
fbem-12124	102	26	.	.	PUNCT
fbem-12124	103	1	after	after	ADP
fbem-12124	103	2	conversion	conversion	NOUN
fbem-12124	103	3	,	,	PUNCT
fbem-12124	103	4	cleaning	cleaning	NOUN
fbem-12124	103	5	,	,	PUNCT
fbem-12124	103	6	verification	verification	NOUN
fbem-12124	103	7	and	and	CCONJ
fbem-12124	103	8	loading	loading	NOUN
fbem-12124	103	9	into	into	ADP
fbem-12124	103	10	the	the	DET
fbem-12124	103	11	data	datum	NOUN
fbem-12124	103	12	warehouse	warehouse	NOUN
fbem-12124	103	13	,	,	PUNCT
fbem-12124	103	14	the	the	DET
fbem-12124	103	15	profit	profit	NOUN
fbem-12124	103	16	of	of	ADP
fbem-12124	103	17	the	the	DET
fbem-12124	103	18	restaurant	restaurant	NOUN
fbem-12124	103	19	can	can	AUX
fbem-12124	103	20	be	be	AUX
fbem-12124	103	21	obtained	obtain	VERB
fbem-12124	103	22	.	.	PUNCT
fbem-12124	104	1	in	in	ADP
fbem-12124	104	2	order	order	NOUN
fbem-12124	104	3	to	to	PART
fbem-12124	104	4	facilitate	facilitate	VERB
fbem-12124	104	5	calculation	calculation	NOUN
fbem-12124	104	6	,	,	PUNCT
fbem-12124	104	7	we	we	PRON
fbem-12124	104	8	use	use	VERB
fbem-12124	104	9	a	a	DET
fbem-12124	104	10	positive	positive	ADJ
fbem-12124	104	11	exponential	exponential	ADJ
fbem-12124	104	12	linear	linear	NOUN
fbem-12124	104	13	normalization	normalization	NOUN
fbem-12124	104	14	method	method	NOUN
fbem-12124	104	15	to	to	PART
fbem-12124	104	16	normalize	normalize	VERB
fbem-12124	104	17	these	these	DET
fbem-12124	104	18	data	datum	NOUN
fbem-12124	104	19	.	.	PUNCT
fbem-12124	105	1	the	the	DET
fbem-12124	105	2	formula	formula	NOUN
fbem-12124	105	3	is	be	AUX
fbem-12124	105	4	:	:	PUNCT
fbem-12124	105	5	audit	audit	NOUN
fbem-12124	105	6	needs	need	VERB
fbem-12124	105	7	isolated	isolate	VERB
fbem-12124	105	8	point	point	NOUN
fbem-12124	105	9	analysis	analysis	NOUN
fbem-12124	105	10	problem	problem	NOUN
fbem-12124	105	11	outlier	outlier	NOUN
fbem-12124	105	12	mining	mining	NOUN
fbem-12124	105	13	model	model	NOUN
fbem-12124	105	14	data	datum	NOUN
fbem-12124	105	15	warehouse	warehouse	NOUN
fbem-12124	105	16	evaluate	evaluate	VERB
fbem-12124	105	17	mining	mining	NOUN
fbem-12124	105	18	results	result	NOUN
fbem-12124	105	19	publish	publish	VERB
fbem-12124	105	20	results	result	NOUN
fbem-12124	106	1	whether	whether	SCONJ
fbem-12124	106	2	satisfied	satisfied	ADJ
fbem-12124	106	3	n	n	PROPN
fbem-12124	106	4	y	y	PROPN
fbem-12124	106	5	data	datum	NOUN
fbem-12124	106	6	source	source	NOUN
fbem-12124	106	7	243	243	NUM
fbem-12124	106	8	)	)	PUNCT
fbem-12124	106	9	min()max	min()max	PROPN
fbem-12124	106	10	(	(	PUNCT
fbem-12124	106	11	)	)	PUNCT
fbem-12124	106	12	min	min	NOUN
fbem-12124	106	13	(	(	PUNCT
fbem-12124	106	14	,	,	PUNCT
fbem-12124	106	15	,	,	PUNCT
fbem-12124	106	16	jj	jj	PROPN
fbem-12124	106	17	jji	jji	PROPN
fbem-12124	106	18	ji	ji	PROPN
fbem-12124	107	1	xx	xx	NUM
fbem-12124	107	2	xx	xx	NUM
fbem-12124	108	1	y	y	NOUN
fbem-12124	108	2	−	−	PROPN
fbem-12124	109	1	−	−	PROPN
fbem-12124	109	2	=	=	SYM
fbem-12124	109	3	(	(	PUNCT
fbem-12124	109	4	5	5	NUM
fbem-12124	109	5	)	)	PUNCT
fbem-12124	109	6	the	the	DET
fbem-12124	109	7	two	two	NUM
fbem-12124	109	8	-	-	PUNCT
fbem-12124	109	9	dimensional	dimensional	ADJ
fbem-12124	109	10	scatter	scatter	NOUN
fbem-12124	109	11	diagram	diagram	NOUN
fbem-12124	109	12	of	of	ADP
fbem-12124	109	13	the	the	DET
fbem-12124	109	14	obtained	obtain	VERB
fbem-12124	109	15	data	datum	NOUN
fbem-12124	109	16	is	be	AUX
fbem-12124	109	17	shown	show	VERB
fbem-12124	109	18	in	in	ADP
fbem-12124	109	19	figure	figure	NOUN
fbem-12124	109	20	3	3	NUM
fbem-12124	109	21	:	:	PUNCT
fbem-12124	109	22	figure	figure	NOUN
fbem-12124	109	23	3	3	NUM
fbem-12124	109	24	.	.	PUNCT
fbem-12124	109	25	scatter	scatter	NOUN
fbem-12124	109	26	chart	chart	NOUN
fbem-12124	109	27	of	of	ADP
fbem-12124	109	28	standardized	standardized	ADJ
fbem-12124	109	29	catering	catering	NOUN
fbem-12124	109	30	revenue	revenue	NOUN
fbem-12124	109	31	and	and	CCONJ
fbem-12124	109	32	catering	cater	VERB
fbem-12124	109	33	gross	gross	ADJ
fbem-12124	109	34	profit	profit	NOUN
fbem-12124	109	35	rate	rate	NOUN
fbem-12124	109	36	the	the	DET
fbem-12124	109	37	x	x	NOUN
fbem-12124	109	38	-	-	ADJ
fbem-12124	109	39	axis	axis	NOUN
fbem-12124	109	40	is	be	AUX
fbem-12124	109	41	the	the	DET
fbem-12124	109	42	food	food	NOUN
fbem-12124	109	43	and	and	CCONJ
fbem-12124	109	44	beverage	beverage	NOUN
fbem-12124	109	45	income	income	NOUN
fbem-12124	109	46	after	after	ADP
fbem-12124	109	47	standardization	standardization	NOUN
fbem-12124	109	48	,	,	PUNCT
fbem-12124	109	49	and	and	CCONJ
fbem-12124	109	50	the	the	DET
fbem-12124	109	51	y	y	NOUN
fbem-12124	109	52	-	-	PUNCT
fbem-12124	109	53	axis	axis	NOUN
fbem-12124	109	54	is	be	AUX
fbem-12124	109	55	the	the	DET
fbem-12124	109	56	food	food	NOUN
fbem-12124	109	57	and	and	CCONJ
fbem-12124	109	58	beverage	beverage	NOUN
fbem-12124	109	59	gross	gross	ADJ
fbem-12124	109	60	profit	profit	NOUN
fbem-12124	109	61	rate	rate	NOUN
fbem-12124	109	62	after	after	ADP
fbem-12124	109	63	standardization	standardization	NOUN
fbem-12124	109	64	.	.	PUNCT
fbem-12124	110	1	using	use	VERB
fbem-12124	110	2	the	the	DET
fbem-12124	110	3	above	above	ADJ
fbem-12124	110	4	distancebased	distancebased	ADJ
fbem-12124	110	5	outlier	outlier	NOUN
fbem-12124	110	6	algorithm	algorithm	NOUN
fbem-12124	110	7	,	,	PUNCT
fbem-12124	110	8	a	a	DET
fbem-12124	110	9	total	total	NOUN
fbem-12124	110	10	of	of	ADP
fbem-12124	110	11	four	four	NUM
fbem-12124	110	12	outliers	outlier	NOUN
fbem-12124	110	13	have	have	AUX
fbem-12124	110	14	been	be	AUX
fbem-12124	110	15	mined	mine	VERB
fbem-12124	110	16	,	,	PUNCT
fbem-12124	110	17	as	as	SCONJ
fbem-12124	110	18	shown	show	VERB
fbem-12124	110	19	in	in	ADP
fbem-12124	110	20	table	table	NOUN
fbem-12124	110	21	1	1	NUM
fbem-12124	110	22	and	and	CCONJ
fbem-12124	110	23	figure	figure	VERB
fbem-12124	110	24	4	4	NUM
fbem-12124	110	25	.	.	PUNCT
fbem-12124	110	26	table	table	NOUN
fbem-12124	111	1	1	1	NUM
fbem-12124	111	2	.	.	PUNCT
fbem-12124	111	3	results	result	NOUN
fbem-12124	111	4	of	of	ADP
fbem-12124	111	5	outlier	outlier	NOUN
fbem-12124	111	6	mining	mining	NOUN
fbem-12124	111	7	date	date	NOUN
fbem-12124	111	8	income	income	NOUN
fbem-12124	111	9	after	after	ADP
fbem-12124	111	10	standardization	standardization	NOUN
fbem-12124	111	11	catering	cater	VERB
fbem-12124	111	12	gross	gross	ADJ
fbem-12124	111	13	profit	profit	NOUN
fbem-12124	111	14	rate	rate	NOUN
fbem-12124	111	15	after	after	ADP
fbem-12124	111	16	standardization	standardization	NOUN
fbem-12124	111	17	november	november	PROPN
fbem-12124	111	18	2022	2022	NUM
fbem-12124	111	19	0.9	0.9	NUM
fbem-12124	111	20	0.81	0.81	NUM
fbem-12124	111	21	december	december	PROPN
fbem-12124	111	22	2022	2022	NUM
fbem-12124	111	23	0.05	0.05	NUM
fbem-12124	111	24	0.21	0.21	NUM
fbem-12124	111	25	january	january	PROPN
fbem-12124	111	26	2023	2023	NUM
fbem-12124	111	27	0.2	0.2	NUM
fbem-12124	111	28	0.2	0.2	NUM
fbem-12124	111	29	february	february	NOUN
fbem-12124	111	30	2023	2023	NUM
fbem-12124	111	31	0.33	0.33	NUM
fbem-12124	111	32	0.25	0.25	NUM
fbem-12124	111	33	figure	figure	NOUN
fbem-12124	111	34	4	4	NUM
fbem-12124	111	35	.	.	PUNCT
fbem-12124	111	36	mining	mining	NOUN
fbem-12124	111	37	results	result	NOUN
fbem-12124	111	38	of	of	ADP
fbem-12124	111	39	distance	distance	NOUN
fbem-12124	111	40	-	-	PUNCT
fbem-12124	111	41	based	base	VERB
fbem-12124	111	42	outlier	outlier	NOUN
fbem-12124	111	43	algorithm	algorithm	NOUN
fbem-12124	111	44	through	through	ADP
fbem-12124	111	45	the	the	DET
fbem-12124	111	46	analysis	analysis	NOUN
fbem-12124	111	47	of	of	ADP
fbem-12124	111	48	these	these	DET
fbem-12124	111	49	three	three	NUM
fbem-12124	111	50	isolated	isolated	ADJ
fbem-12124	111	51	points	point	NOUN
fbem-12124	111	52	,	,	PUNCT
fbem-12124	111	53	it	it	PRON
fbem-12124	111	54	can	can	AUX
fbem-12124	111	55	be	be	AUX
fbem-12124	111	56	seen	see	VERB
fbem-12124	111	57	that	that	SCONJ
fbem-12124	111	58	three	three	NUM
fbem-12124	111	59	of	of	ADP
fbem-12124	111	60	these	these	DET
fbem-12124	111	61	three	three	NUM
fbem-12124	111	62	isolated	isolated	ADJ
fbem-12124	111	63	points	point	NOUN
fbem-12124	111	64	are	be	AUX
fbem-12124	111	65	because	because	SCONJ
fbem-12124	111	66	0	0	NUM
fbem-12124	111	67	0.2	0.2	NUM
fbem-12124	111	68	0.4	0.4	NUM
fbem-12124	111	69	0.6	0.6	NUM
fbem-12124	111	70	0.8	0.8	NUM
fbem-12124	111	71	1	1	NUM
fbem-12124	111	72	nov-22	nov-22	PUNCT
fbem-12124	111	73	dec-22	dec-22	NOUN
fbem-12124	111	74	jan-23	jan-23	ADP
fbem-12124	111	75	feb-23	feb-23	NOUN
fbem-12124	111	76	value	value	NOUN
fbem-12124	111	77	d	d	PROPN
fbem-12124	111	78	a	a	DET
fbem-12124	111	79	te	te	PROPN
fbem-12124	111	80	income	income	NOUN
fbem-12124	111	81	after	after	ADP
fbem-12124	111	82	standardization	standardization	NOUN
fbem-12124	111	83	catering	cater	VERB
fbem-12124	111	84	gross	gross	ADJ
fbem-12124	111	85	profit	profit	NOUN
fbem-12124	111	86	rate	rate	NOUN
fbem-12124	111	87	after	after	ADP
fbem-12124	111	88	standardization	standardization	NOUN
fbem-12124	111	89	catering	cater	VERB
fbem-12124	111	90	income	income	NOUN
fbem-12124	111	91	after	after	ADP
fbem-12124	111	92	standardization	standardization	NOUN
fbem-12124	111	93	catering	cater	VERB
fbem-12124	111	94	gross	gross	ADJ
fbem-12124	111	95	profit	profit	NOUN
fbem-12124	111	96	rate	rate	NOUN
fbem-12124	111	97	after	after	ADP
fbem-12124	111	98	standardization	standardization	NOUN
fbem-12124	111	99	0	0	NUM
fbem-12124	111	100	0.2	0.2	NUM
fbem-12124	111	101	0.2	0.2	NUM
fbem-12124	111	102	0.4	0.4	NUM
fbem-12124	111	103	0.4	0.4	NUM
fbem-12124	111	104	0.6	0.6	NUM
fbem-12124	111	105	0.8	0.8	NUM
fbem-12124	111	106	1	1	NUM
fbem-12124	111	107	0.6	0.6	NUM
fbem-12124	111	108	0.8	0.8	NUM
fbem-12124	111	109	1	1	NUM
fbem-12124	111	110	244	244	NUM
fbem-12124	111	111	the	the	DET
fbem-12124	111	112	operation	operation	NOUN
fbem-12124	111	113	is	be	AUX
fbem-12124	111	114	in	in	ADP
fbem-12124	111	115	the	the	DET
fbem-12124	111	116	off	off	ADJ
fbem-12124	111	117	-	-	PUNCT
fbem-12124	111	118	season	season	NOUN
fbem-12124	111	119	and	and	CCONJ
fbem-12124	111	120	the	the	DET
fbem-12124	111	121	marketing	marketing	NOUN
fbem-12124	111	122	strategy	strategy	NOUN
fbem-12124	111	123	of	of	ADP
fbem-12124	111	124	reducing	reduce	VERB
fbem-12124	111	125	prices	price	NOUN
fbem-12124	111	126	to	to	PART
fbem-12124	111	127	attract	attract	VERB
fbem-12124	111	128	customers	customer	NOUN
fbem-12124	111	129	has	have	AUX
fbem-12124	111	130	been	be	AUX
fbem-12124	111	131	adopted	adopt	VERB
fbem-12124	111	132	,	,	PUNCT
fbem-12124	111	133	resulting	result	VERB
fbem-12124	111	134	in	in	ADP
fbem-12124	111	135	a	a	DET
fbem-12124	111	136	relatively	relatively	ADV
fbem-12124	111	137	low	low	ADJ
fbem-12124	111	138	gross	gross	ADJ
fbem-12124	111	139	profit	profit	NOUN
fbem-12124	111	140	rate	rate	NOUN
fbem-12124	111	141	of	of	ADP
fbem-12124	111	142	catering	catering	NOUN
fbem-12124	111	143	.	.	PUNCT
fbem-12124	112	1	another	another	DET
fbem-12124	112	2	isolated	isolated	ADJ
fbem-12124	112	3	point	point	NOUN
fbem-12124	112	4	is	be	AUX
fbem-12124	112	5	that	that	PRON
fbem-12124	112	6	part	part	NOUN
fbem-12124	112	7	of	of	ADP
fbem-12124	112	8	the	the	DET
fbem-12124	112	9	revenue	revenue	NOUN
fbem-12124	112	10	of	of	ADP
fbem-12124	112	11	the	the	DET
fbem-12124	112	12	previous	previous	ADJ
fbem-12124	112	13	month	month	NOUN
fbem-12124	112	14	was	be	AUX
fbem-12124	112	15	deferred	defer	VERB
fbem-12124	112	16	to	to	ADP
fbem-12124	112	17	november	november	PROPN
fbem-12124	112	18	2022	2022	NUM
fbem-12124	112	19	,	,	PUNCT
fbem-12124	112	20	resulting	result	VERB
fbem-12124	112	21	in	in	ADP
fbem-12124	112	22	a	a	DET
fbem-12124	112	23	relatively	relatively	ADV
fbem-12124	112	24	high	high	ADJ
fbem-12124	112	25	income	income	NOUN
fbem-12124	112	26	in	in	ADP
fbem-12124	112	27	november	november	PROPN
fbem-12124	112	28	2022	2022	NUM
fbem-12124	112	29	and	and	CCONJ
fbem-12124	112	30	a	a	DET
fbem-12124	112	31	relatively	relatively	ADV
fbem-12124	112	32	high	high	ADJ
fbem-12124	112	33	gross	gross	ADJ
fbem-12124	112	34	profit	profit	NOUN
fbem-12124	112	35	rate	rate	NOUN
fbem-12124	112	36	.	.	PUNCT
fbem-12124	113	1	to	to	ADP
fbem-12124	113	2	this	this	DET
fbem-12124	113	3	end	end	NOUN
fbem-12124	113	4	,	,	PUNCT
fbem-12124	113	5	we	we	PRON
fbem-12124	113	6	submitted	submit	VERB
fbem-12124	113	7	an	an	DET
fbem-12124	113	8	audit	audit	NOUN
fbem-12124	113	9	report	report	NOUN
fbem-12124	113	10	to	to	ADP
fbem-12124	113	11	the	the	DET
fbem-12124	113	12	company	company	NOUN
fbem-12124	113	13	.	.	PUNCT
fbem-12124	114	1	5	5	X
fbem-12124	114	2	.	.	X
fbem-12124	114	3	conclusions	conclusion	NOUN
fbem-12124	114	4	nowadays	nowadays	ADV
fbem-12124	114	5	,	,	PUNCT
fbem-12124	114	6	ai	ai	VERB
fbem-12124	114	7	,	,	PUNCT
fbem-12124	114	8	big	big	ADJ
fbem-12124	114	9	data	datum	NOUN
fbem-12124	114	10	and	and	CCONJ
fbem-12124	114	11	other	other	ADJ
fbem-12124	114	12	new	new	ADJ
fbem-12124	114	13	technologies	technology	NOUN
fbem-12124	114	14	have	have	AUX
fbem-12124	114	15	been	be	AUX
fbem-12124	114	16	widely	widely	ADV
fbem-12124	114	17	used	use	VERB
fbem-12124	114	18	,	,	PUNCT
fbem-12124	114	19	and	and	CCONJ
fbem-12124	114	20	the	the	DET
fbem-12124	114	21	application	application	NOUN
fbem-12124	114	22	of	of	ADP
fbem-12124	114	23	new	new	ADJ
fbem-12124	114	24	technologies	technology	NOUN
fbem-12124	114	25	in	in	ADP
fbem-12124	114	26	audit	audit	NOUN
fbem-12124	114	27	analysis	analysis	NOUN
fbem-12124	114	28	is	be	AUX
fbem-12124	114	29	also	also	ADV
fbem-12124	114	30	imminent	imminent	ADJ
fbem-12124	114	31	.	.	PUNCT
fbem-12124	115	1	the	the	DET
fbem-12124	115	2	audit	audit	NOUN
fbem-12124	115	3	data	data	VERB
fbem-12124	115	4	analysis	analysis	NOUN
fbem-12124	115	5	and	and	CCONJ
fbem-12124	115	6	management	management	NOUN
fbem-12124	115	7	platform	platform	NOUN
fbem-12124	115	8	studied	study	VERB
fbem-12124	115	9	in	in	ADP
fbem-12124	115	10	this	this	DET
fbem-12124	115	11	paper	paper	NOUN
fbem-12124	115	12	has	have	AUX
fbem-12124	115	13	promoted	promote	VERB
fbem-12124	115	14	the	the	DET
fbem-12124	115	15	informatization	informatization	NOUN
fbem-12124	115	16	of	of	ADP
fbem-12124	115	17	the	the	DET
fbem-12124	115	18	audit	audit	NOUN
fbem-12124	115	19	work	work	VERB
fbem-12124	115	20	to	to	ADP
fbem-12124	115	21	a	a	DET
fbem-12124	115	22	certain	certain	ADJ
fbem-12124	115	23	extent	extent	NOUN
fbem-12124	115	24	,	,	PUNCT
fbem-12124	115	25	thus	thus	ADV
fbem-12124	115	26	further	far	ADV
fbem-12124	115	27	improving	improve	VERB
fbem-12124	115	28	the	the	DET
fbem-12124	115	29	quality	quality	NOUN
fbem-12124	115	30	and	and	CCONJ
fbem-12124	115	31	efficiency	efficiency	NOUN
fbem-12124	115	32	of	of	ADP
fbem-12124	115	33	the	the	DET
fbem-12124	115	34	audit	audit	NOUN
fbem-12124	115	35	work	work	NOUN
fbem-12124	115	36	,	,	PUNCT
fbem-12124	115	37	and	and	CCONJ
fbem-12124	115	38	the	the	DET
fbem-12124	115	39	audit	audit	NOUN
fbem-12124	115	40	method	method	NOUN
fbem-12124	115	41	has	have	AUX
fbem-12124	115	42	also	also	ADV
fbem-12124	115	43	become	become	VERB
fbem-12124	115	44	more	more	ADV
fbem-12124	115	45	convenient	convenient	ADJ
fbem-12124	115	46	and	and	CCONJ
fbem-12124	115	47	flexible	flexible	ADJ
fbem-12124	115	48	.	.	PUNCT
fbem-12124	116	1	however	however	ADV
fbem-12124	116	2	,	,	PUNCT
fbem-12124	116	3	we	we	PRON
fbem-12124	116	4	also	also	ADV
fbem-12124	116	5	found	find	VERB
fbem-12124	116	6	that	that	SCONJ
fbem-12124	116	7	there	there	PRON
fbem-12124	116	8	are	be	VERB
fbem-12124	116	9	still	still	ADV
fbem-12124	116	10	some	some	DET
fbem-12124	116	11	defects	defect	NOUN
fbem-12124	116	12	in	in	ADP
fbem-12124	116	13	the	the	DET
fbem-12124	116	14	platform	platform	NOUN
fbem-12124	116	15	itself	itself	PRON
fbem-12124	116	16	and	and	CCONJ
fbem-12124	116	17	its	its	PRON
fbem-12124	116	18	use	use	NOUN
fbem-12124	116	19	.	.	PUNCT
fbem-12124	117	1	therefore	therefore	ADV
fbem-12124	117	2	,	,	PUNCT
fbem-12124	117	3	we	we	PRON
fbem-12124	117	4	have	have	VERB
fbem-12124	117	5	some	some	DET
fbem-12124	117	6	prospects	prospect	NOUN
fbem-12124	117	7	for	for	ADP
fbem-12124	117	8	the	the	DET
fbem-12124	117	9	future	future	ADJ
fbem-12124	117	10	development	development	NOUN
fbem-12124	117	11	and	and	CCONJ
fbem-12124	117	12	use	use	NOUN
fbem-12124	117	13	of	of	ADP
fbem-12124	117	14	the	the	DET
fbem-12124	117	15	platform	platform	NOUN
fbem-12124	117	16	:	:	PUNCT
fbem-12124	117	17	on	on	ADP
fbem-12124	117	18	this	this	DET
fbem-12124	117	19	basis	basis	NOUN
fbem-12124	117	20	,	,	PUNCT
fbem-12124	117	21	we	we	PRON
fbem-12124	117	22	will	will	AUX
fbem-12124	117	23	further	far	ADV
fbem-12124	117	24	strengthen	strengthen	VERB
fbem-12124	117	25	the	the	DET
fbem-12124	117	26	security	security	NOUN
fbem-12124	117	27	of	of	ADP
fbem-12124	117	28	the	the	DET
fbem-12124	117	29	platform	platform	NOUN
fbem-12124	117	30	's	's	PART
fbem-12124	117	31	network	network	NOUN
fbem-12124	117	32	and	and	CCONJ
fbem-12124	117	33	data	datum	NOUN
fbem-12124	117	34	.	.	PUNCT
fbem-12124	118	1	in	in	ADP
fbem-12124	118	2	order	order	NOUN
fbem-12124	118	3	to	to	PART
fbem-12124	118	4	enhance	enhance	VERB
fbem-12124	118	5	the	the	DET
fbem-12124	118	6	prevention	prevention	NOUN
fbem-12124	118	7	of	of	ADP
fbem-12124	118	8	network	network	NOUN
fbem-12124	118	9	and	and	CCONJ
fbem-12124	118	10	data	datum	NOUN
fbem-12124	118	11	security	security	NOUN
fbem-12124	118	12	risks	risk	NOUN
fbem-12124	118	13	,	,	PUNCT
fbem-12124	118	14	the	the	DET
fbem-12124	118	15	data	datum	NOUN
fbem-12124	118	16	of	of	ADP
fbem-12124	118	17	the	the	DET
fbem-12124	118	18	platform	platform	NOUN
fbem-12124	118	19	can	can	AUX
fbem-12124	118	20	be	be	AUX
fbem-12124	118	21	synchronized	synchronize	VERB
fbem-12124	118	22	and	and	CCONJ
fbem-12124	118	23	hot	hot	ADJ
fbem-12124	118	24	standby	standby	NOUN
fbem-12124	118	25	by	by	ADP
fbem-12124	118	26	two	two	NUM
fbem-12124	118	27	computers	computer	NOUN
fbem-12124	118	28	,	,	PUNCT
fbem-12124	118	29	and	and	CCONJ
fbem-12124	118	30	the	the	DET
fbem-12124	118	31	audit	audit	NOUN
fbem-12124	118	32	data	data	VERB
fbem-12124	118	33	analysis	analysis	NOUN
fbem-12124	118	34	and	and	CCONJ
fbem-12124	118	35	management	management	NOUN
fbem-12124	118	36	platform	platform	NOUN
fbem-12124	118	37	can	can	AUX
fbem-12124	118	38	be	be	AUX
fbem-12124	118	39	run	run	VERB
fbem-12124	118	40	using	use	VERB
fbem-12124	118	41	the	the	DET
fbem-12124	118	42	government	government	NOUN
fbem-12124	118	43	intranet	intranet	NOUN
fbem-12124	118	44	or	or	CCONJ
fbem-12124	118	45	private	private	ADJ
fbem-12124	118	46	network	network	NOUN
fbem-12124	118	47	,	,	PUNCT
fbem-12124	118	48	which	which	PRON
fbem-12124	118	49	has	have	VERB
fbem-12124	118	50	stronger	strong	ADJ
fbem-12124	118	51	confidentiality	confidentiality	NOUN
fbem-12124	118	52	and	and	CCONJ
fbem-12124	118	53	higher	high	ADJ
fbem-12124	118	54	security	security	NOUN
fbem-12124	118	55	performance	performance	NOUN
fbem-12124	118	56	.	.	PUNCT
fbem-12124	119	1	at	at	ADP
fbem-12124	119	2	the	the	DET
fbem-12124	119	3	same	same	ADJ
fbem-12124	119	4	time	time	NOUN
fbem-12124	119	5	,	,	PUNCT
fbem-12124	119	6	a	a	DET
fbem-12124	119	7	complete	complete	ADJ
fbem-12124	119	8	emergency	emergency	NOUN
fbem-12124	119	9	plan	plan	NOUN
fbem-12124	119	10	should	should	AUX
fbem-12124	119	11	be	be	AUX
fbem-12124	119	12	prepared	prepare	VERB
fbem-12124	119	13	to	to	PART
fbem-12124	119	14	respond	respond	VERB
fbem-12124	119	15	quickly	quickly	ADV
fbem-12124	119	16	and	and	CCONJ
fbem-12124	119	17	efficiently	efficiently	ADV
fbem-12124	119	18	in	in	ADP
fbem-12124	119	19	case	case	NOUN
fbem-12124	119	20	of	of	ADP
fbem-12124	119	21	safety	safety	NOUN
fbem-12124	119	22	problems	problem	NOUN
fbem-12124	119	23	.	.	PUNCT
fbem-12124	120	1	if	if	SCONJ
fbem-12124	120	2	possible	possible	ADJ
fbem-12124	120	3	,	,	PUNCT
fbem-12124	120	4	you	you	PRON
fbem-12124	120	5	can	can	AUX
fbem-12124	120	6	also	also	ADV
fbem-12124	120	7	find	find	VERB
fbem-12124	120	8	a	a	DET
fbem-12124	120	9	professional	professional	ADJ
fbem-12124	120	10	data	datum	NOUN
fbem-12124	120	11	confidentiality	confidentiality	NOUN
fbem-12124	120	12	engineer	engineer	NOUN
fbem-12124	120	13	to	to	PART
fbem-12124	120	14	achieve	achieve	VERB
fbem-12124	120	15	professional	professional	ADJ
fbem-12124	120	16	protection	protection	NOUN
fbem-12124	120	17	.	.	PUNCT
fbem-12124	121	1	therefore	therefore	ADV
fbem-12124	121	2	,	,	PUNCT
fbem-12124	121	3	in	in	ADP
fbem-12124	121	4	the	the	DET
fbem-12124	121	5	follow	follow	VERB
fbem-12124	121	6	-	-	PUNCT
fbem-12124	121	7	up	up	ADP
fbem-12124	121	8	work	work	NOUN
fbem-12124	121	9	,	,	PUNCT
fbem-12124	121	10	we	we	PRON
fbem-12124	121	11	should	should	AUX
fbem-12124	121	12	do	do	VERB
fbem-12124	121	13	a	a	DET
fbem-12124	121	14	good	good	ADJ
fbem-12124	121	15	job	job	NOUN
fbem-12124	121	16	in	in	ADP
fbem-12124	121	17	the	the	DET
fbem-12124	121	18	network	network	NOUN
fbem-12124	121	19	and	and	CCONJ
fbem-12124	121	20	data	datum	NOUN
fbem-12124	121	21	security	security	NOUN
fbem-12124	121	22	related	relate	VERB
fbem-12124	121	23	to	to	ADP
fbem-12124	121	24	the	the	DET
fbem-12124	121	25	platform	platform	NOUN
fbem-12124	121	26	.	.	PUNCT
fbem-12124	122	1	references	reference	NOUN
fbem-12124	122	2	[	[	X
fbem-12124	122	3	1	1	NUM
fbem-12124	122	4	]	]	X
fbem-12124	122	5	joseph	joseph	PROPN
fbem-12124	122	6	johnston	johnston	PROPN
fbem-12124	122	7	,	,	PUNCT
fbem-12124	122	8	joseph	joseph	PROPN
fbem-12124	122	9	h.	h.	PROPN
fbem-12124	122	10	zhang	zhang	PROPN
fbem-12124	122	11	:	:	PUNCT
fbem-12124	122	12	auditor	auditor	NOUN
fbem-12124	122	13	style	style	NOUN
fbem-12124	122	14	and	and	CCONJ
fbem-12124	122	15	financial	financial	ADJ
fbem-12124	122	16	reporting	reporting	NOUN
fbem-12124	122	17	similarity	similarity	NOUN
fbem-12124	122	18	.	.	PUNCT
fbem-12124	123	1	j.	j.	PROPN
fbem-12124	123	2	inf	inf	PROPN
fbem-12124	123	3	.	.	PUNCT
fbem-12124	123	4	syst	syst	PROPN
fbem-12124	123	5	.	.	PUNCT
fbem-12124	124	1	35(1	35(1	NUM
fbem-12124	124	2	):	):	PUNCT
fbem-12124	124	3	79	79	NUM
fbem-12124	124	4	-	-	SYM
fbem-12124	124	5	99	99	NUM
fbem-12124	124	6	(	(	PUNCT
fbem-12124	124	7	2021	2021	NUM
fbem-12124	124	8	)	)	PUNCT
fbem-12124	125	1	[	[	X
fbem-12124	125	2	2	2	X
fbem-12124	125	3	]	]	X
fbem-12124	125	4	diane	diane	PROPN
fbem-12124	125	5	j.	j.	PROPN
fbem-12124	125	6	janvrin	janvrin	PROPN
fbem-12124	125	7	,	,	PUNCT
fbem-12124	125	8	maureen	maureen	PROPN
fbem-12124	125	9	francis	francis	PROPN
fbem-12124	125	10	mascha	mascha	PROPN
fbem-12124	125	11	,	,	PUNCT
fbem-12124	125	12	melvin	melvin	PROPN
fbem-12124	125	13	a.	a.	PROPN
fbem-12124	125	14	lamboy	lamboy	PROPN
fbem-12124	125	15	-	-	PUNCT
fbem-12124	125	16	ruiz	ruiz	NOUN
fbem-12124	125	17	:	:	PUNCT
fbem-12124	125	18	sox	sox	PROPN
fbem-12124	125	19	404(b	404(b	NOUN
fbem-12124	125	20	)	)	PUNCT
fbem-12124	125	21	audits	audits	NOUN
fbem-12124	125	22	:	:	PUNCT
fbem-12124	125	23	evidence	evidence	NOUN
fbem-12124	125	24	from	from	ADP
fbem-12124	125	25	auditing	audit	VERB
fbem-12124	125	26	the	the	DET
fbem-12124	125	27	financial	financial	ADJ
fbem-12124	125	28	close	close	ADJ
fbem-12124	125	29	process	process	NOUN
fbem-12124	125	30	of	of	ADP
fbem-12124	125	31	the	the	DET
fbem-12124	125	32	accounting	accounting	NOUN
fbem-12124	125	33	system	system	NOUN
fbem-12124	125	34	.	.	PUNCT
fbem-12124	126	1	j.	j.	PROPN
fbem-12124	126	2	inf	inf	PROPN
fbem-12124	126	3	.	.	PUNCT
fbem-12124	126	4	syst	syst	PROPN
fbem-12124	126	5	.	.	PUNCT
fbem-12124	127	1	34(3	34(3	NUM
fbem-12124	127	2	):	):	PUNCT
fbem-12124	127	3	77	77	NUM
fbem-12124	127	4	-	-	SYM
fbem-12124	127	5	103	103	NUM
fbem-12124	127	6	(	(	PUNCT
fbem-12124	127	7	2020	2020	NUM
fbem-12124	127	8	)	)	PUNCT
fbem-12124	128	1	[	[	X
fbem-12124	128	2	3	3	X
fbem-12124	128	3	]	]	X
fbem-12124	128	4	jakob	jakob	PROPN
fbem-12124	128	5	mökander	mökander	PROPN
fbem-12124	128	6	,	,	PUNCT
fbem-12124	128	7	maria	maria	PROPN
fbem-12124	128	8	axente	axente	PROPN
fbem-12124	128	9	:	:	PUNCT
fbem-12124	128	10	ethics	ethic	NOUN
fbem-12124	128	11	-	-	PUNCT
fbem-12124	128	12	based	base	VERB
fbem-12124	128	13	auditing	auditing	NOUN
fbem-12124	128	14	of	of	ADP
fbem-12124	128	15	automated	automate	VERB
fbem-12124	128	16	decision	decision	NOUN
fbem-12124	128	17	-	-	PUNCT
fbem-12124	128	18	making	make	VERB
fbem-12124	128	19	systems	system	NOUN
fbem-12124	128	20	:	:	PUNCT
fbem-12124	128	21	intervention	intervention	NOUN
fbem-12124	128	22	points	point	NOUN
fbem-12124	128	23	and	and	CCONJ
fbem-12124	128	24	policy	policy	NOUN
fbem-12124	128	25	implications	implication	NOUN
fbem-12124	128	26	.	.	PUNCT
fbem-12124	129	1	ai	ai	VERB
fbem-12124	129	2	soc	soc	NOUN
fbem-12124	129	3	.	.	PUNCT
fbem-12124	130	1	38(1	38(1	NOUN
fbem-12124	130	2	):	):	PUNCT
fbem-12124	130	3	153	153	NUM
fbem-12124	130	4	-	-	SYM
fbem-12124	130	5	171	171	NUM
fbem-12124	130	6	(	(	PUNCT
fbem-12124	130	7	2023	2023	NUM
fbem-12124	130	8	)	)	PUNCT
fbem-12124	131	1	[	[	X
fbem-12124	131	2	4	4	X
fbem-12124	131	3	]	]	PUNCT
fbem-12124	131	4	inioluwa	inioluwa	PROPN
fbem-12124	131	5	deborah	deborah	PROPN
fbem-12124	131	6	raji	raji	PROPN
fbem-12124	131	7	,	,	PUNCT
fbem-12124	131	8	joy	joy	NOUN
fbem-12124	131	9	buolamwini	buolamwini	NOUN
fbem-12124	131	10	:	:	PUNCT
fbem-12124	131	11	actionable	actionable	ADJ
fbem-12124	131	12	auditing	auditing	NOUN
fbem-12124	131	13	revisited	revisit	VERB
fbem-12124	131	14	:	:	PUNCT
fbem-12124	131	15	investigating	investigate	VERB
fbem-12124	131	16	the	the	DET
fbem-12124	131	17	impact	impact	NOUN
fbem-12124	131	18	of	of	ADP
fbem-12124	131	19	publicly	publicly	ADV
fbem-12124	131	20	naming	name	VERB
fbem-12124	131	21	biased	biased	ADJ
fbem-12124	131	22	performance	performance	NOUN
fbem-12124	131	23	results	result	NOUN
fbem-12124	131	24	of	of	ADP
fbem-12124	131	25	commercial	commercial	ADJ
fbem-12124	131	26	ai	ai	PROPN
fbem-12124	131	27	products	product	NOUN
fbem-12124	131	28	.	.	PUNCT
fbem-12124	132	1	commun	commun	PROPN
fbem-12124	132	2	.	.	PUNCT
fbem-12124	132	3	acm	acm	PROPN
fbem-12124	132	4	66(1	66(1	NOUN
fbem-12124	132	5	):	):	PUNCT
fbem-12124	132	6	101	101	NUM
fbem-12124	132	7	-	-	SYM
fbem-12124	132	8	108	108	NUM
fbem-12124	132	9	(	(	PUNCT
fbem-12124	132	10	2023	2023	NUM
fbem-12124	132	11	)	)	PUNCT
fbem-12124	133	1	[	[	X
fbem-12124	133	2	5	5	NUM
fbem-12124	133	3	]	]	PUNCT
fbem-12124	133	4	r.	r.	PROPN
fbem-12124	133	5	hariharan	hariharan	PROPN
fbem-12124	133	6	,	,	PUNCT
fbem-12124	133	7	g.	g.	PROPN
fbem-12124	133	8	komarasamy	komarasamy	PROPN
fbem-12124	133	9	,	,	PUNCT
fbem-12124	133	10	s.	s.	PROPN
fbem-12124	133	11	daniel	daniel	PROPN
fbem-12124	133	12	madan	madan	PROPN
fbem-12124	133	13	raja	raja	PROPN
fbem-12124	133	14	:	:	PUNCT
fbem-12124	133	15	implementation	implementation	NOUN
fbem-12124	133	16	of	of	ADP
fbem-12124	133	17	id	id	ADV
fbem-12124	133	18	-	-	PUNCT
fbem-12124	133	19	based	base	VERB
fbem-12124	133	20	audit	audit	NOUN
fbem-12124	133	21	protocols	protocol	NOUN
fbem-12124	133	22	to	to	PART
fbem-12124	133	23	enhance	enhance	VERB
fbem-12124	133	24	security	security	NOUN
fbem-12124	133	25	and	and	CCONJ
fbem-12124	133	26	productivity	productivity	NOUN
fbem-12124	133	27	.	.	PUNCT
fbem-12124	134	1	comput	comput	NOUN
fbem-12124	134	2	.	.	PUNCT
fbem-12124	135	1	syst	syst	PROPN
fbem-12124	135	2	.	.	PUNCT
fbem-12124	136	1	sci	sci	PROPN
fbem-12124	136	2	.	.	PUNCT
fbem-12124	137	1	eng	eng	PROPN
fbem-12124	137	2	.	.	PUNCT
fbem-12124	138	1	46(1	46(1	PROPN
fbem-12124	138	2	):	):	PUNCT
fbem-12124	138	3	873882	873882	NUM
fbem-12124	138	4	(	(	PUNCT
fbem-12124	138	5	2023	2023	NUM
fbem-12124	138	6	)	)	PUNCT
fbem-12124	139	1	[	[	X
fbem-12124	139	2	6	6	X
fbem-12124	139	3	]	]	PUNCT
fbem-12124	139	4	andre	andre	PROPN
fbem-12124	139	5	m.	m.	PROPN
fbem-12124	139	6	carrington	carrington	PROPN
fbem-12124	139	7	,	,	PUNCT
fbem-12124	139	8	douglas	douglas	PROPN
fbem-12124	139	9	g.	g.	PROPN
fbem-12124	139	10	manuel	manuel	PROPN
fbem-12124	139	11	,	,	PUNCT
fbem-12124	139	12	paul	paul	PROPN
fbem-12124	139	13	w.	w.	PROPN
fbem-12124	139	14	fieguth	fieguth	PROPN
fbem-12124	139	15	,	,	PUNCT
fbem-12124	139	16	tim	tim	PROPN
fbem-12124	139	17	ramsay	ramsay	PROPN
fbem-12124	139	18	,	,	PUNCT
fbem-12124	139	19	venet	venet	NOUN
fbem-12124	139	20	osmani	osmani	PROPN
fbem-12124	139	21	,	,	PUNCT
fbem-12124	139	22	bernhard	bernhard	PROPN
fbem-12124	139	23	wernly	wernly	ADV
fbem-12124	139	24	,	,	PUNCT
fbem-12124	139	25	carol	carol	PROPN
fbem-12124	139	26	bennett	bennett	PROPN
fbem-12124	139	27	,	,	PUNCT
fbem-12124	139	28	steven	steven	PROPN
fbem-12124	139	29	hawken	hawken	PROPN
fbem-12124	139	30	,	,	PUNCT
fbem-12124	139	31	olivia	olivia	PROPN
fbem-12124	139	32	magwood	magwood	PROPN
fbem-12124	139	33	,	,	PUNCT
fbem-12124	139	34	yusuf	yusuf	PROPN
fbem-12124	139	35	sheikh	sheikh	PROPN
fbem-12124	139	36	,	,	PUNCT
fbem-12124	139	37	matthew	matthew	PROPN
fbem-12124	139	38	mcinnes	mcinnes	PROPN
fbem-12124	139	39	,	,	PUNCT
fbem-12124	139	40	andreas	andreas	PROPN
fbem-12124	139	41	holzinger	holzinger	NOUN
fbem-12124	139	42	:	:	PUNCT
fbem-12124	139	43	deep	deep	ADJ
fbem-12124	139	44	roc	roc	PROPN
fbem-12124	139	45	analysis	analysis	NOUN
fbem-12124	139	46	and	and	CCONJ
fbem-12124	139	47	auc	auc	NOUN
fbem-12124	139	48	as	as	ADP
fbem-12124	139	49	balanced	balanced	ADJ
fbem-12124	139	50	average	average	ADJ
fbem-12124	139	51	accuracy	accuracy	NOUN
fbem-12124	139	52	,	,	PUNCT
fbem-12124	139	53	for	for	ADP
fbem-12124	139	54	improved	improved	ADJ
fbem-12124	139	55	classifier	classifier	NOUN
fbem-12124	139	56	selection	selection	NOUN
fbem-12124	139	57	,	,	PUNCT
fbem-12124	139	58	audit	audit	NOUN
fbem-12124	139	59	and	and	CCONJ
fbem-12124	139	60	explanation	explanation	NOUN
fbem-12124	139	61	.	.	PUNCT
fbem-12124	140	1	ieee	ieee	PROPN
fbem-12124	140	2	trans	trans	PROPN
fbem-12124	140	3	.	.	PUNCT
fbem-12124	140	4	pattern	pattern	PROPN
fbem-12124	140	5	anal	anal	PROPN
fbem-12124	140	6	.	.	PUNCT
fbem-12124	141	1	mach	mach	PROPN
fbem-12124	141	2	.	.	PUNCT
fbem-12124	142	1	intell	intell	PROPN
fbem-12124	142	2	.	.	PUNCT
fbem-12124	143	1	45(1	45(1	NOUN
fbem-12124	143	2	):	):	PUNCT
fbem-12124	143	3	329	329	NUM
fbem-12124	143	4	-	-	SYM
fbem-12124	143	5	341	341	NUM
fbem-12124	143	6	(	(	PUNCT
fbem-12124	143	7	2023	2023	NUM
fbem-12124	143	8	)	)	PUNCT
fbem-12124	144	1	[	[	X
fbem-12124	144	2	7	7	X
fbem-12124	144	3	]	]	X
fbem-12124	144	4	fouad	fouad	PROPN
fbem-12124	144	5	ben	ben	PROPN
fbem-12124	144	6	abdelaziz	abdelaziz	PROPN
fbem-12124	144	7	,	,	PUNCT
fbem-12124	144	8	souhir	souhir	ADJ
fbem-12124	144	9	neifar	neifar	ADV
fbem-12124	144	10	,	,	PUNCT
fbem-12124	144	11	khamoussi	khamoussi	PROPN
fbem-12124	144	12	halioui	halioui	ADJ
fbem-12124	144	13	:	:	PUNCT
fbem-12124	144	14	multilevel	multilevel	PROPN
fbem-12124	144	15	optimal	optimal	ADJ
fbem-12124	144	16	managerial	managerial	ADJ
fbem-12124	144	17	incentives	incentive	NOUN
fbem-12124	144	18	and	and	CCONJ
fbem-12124	144	19	audit	audit	NOUN
fbem-12124	144	20	fees	fee	NOUN
fbem-12124	144	21	to	to	PART
fbem-12124	144	22	limit	limit	VERB
fbem-12124	144	23	earnings	earning	NOUN
fbem-12124	144	24	management	management	NOUN
fbem-12124	144	25	practices	practice	NOUN
fbem-12124	144	26	.	.	PUNCT
fbem-12124	145	1	ann	ann	PROPN
fbem-12124	145	2	.	.	PUNCT
fbem-12124	145	3	oper	oper	PROPN
fbem-12124	145	4	.	.	PUNCT
fbem-12124	146	1	res	re	NOUN
fbem-12124	146	2	.	.	PUNCT
fbem-12124	147	1	311(2	311(2	NUM
fbem-12124	147	2	):	):	PUNCT
fbem-12124	147	3	587610	587610	NUM
fbem-12124	147	4	(	(	PUNCT
fbem-12124	147	5	2022	2022	NUM
fbem-12124	147	6	)	)	PUNCT
fbem-12124	148	1	[	[	X
fbem-12124	148	2	8	8	NUM
fbem-12124	148	3	]	]	X
fbem-12124	148	4	oscar	oscar	NOUN
fbem-12124	148	5	danilo	danilo	PROPN
fbem-12124	148	6	gavilánez	gavilánez	PROPN
fbem-12124	148	7	alvarez	alvarez	PROPN
fbem-12124	148	8	,	,	PUNCT
fbem-12124	148	9	glen	glen	PROPN
fbem-12124	148	10	dario	dario	PROPN
fbem-12124	148	11	rodriguez	rodriguez	PROPN
fbem-12124	148	12	rafael	rafael	PROPN
fbem-12124	148	13	:	:	PUNCT
fbem-12124	148	14	voip	voip	VERB
fbem-12124	148	15	security	security	NOUN
fbem-12124	148	16	auditing	auditing	NOUN
fbem-12124	148	17	model	model	NOUN
fbem-12124	148	18	based	base	VERB
fbem-12124	148	19	on	on	ADP
fbem-12124	148	20	cobit	cobit	NOUN
fbem-12124	148	21	4.1	4.1	NUM
fbem-12124	148	22	.	.	PUNCT
fbem-12124	149	1	int	int	NOUN
fbem-12124	149	2	.	.	PUNCT
fbem-12124	150	1	j.	j.	PROPN
fbem-12124	150	2	secur	secur	PROPN
fbem-12124	150	3	.	.	PUNCT
fbem-12124	151	1	networks	network	NOUN
fbem-12124	151	2	17(2	17(2	NUM
fbem-12124	151	3	):	):	PUNCT
fbem-12124	151	4	63	63	NUM
fbem-12124	151	5	-	-	SYM
fbem-12124	151	6	76	76	NUM
fbem-12124	151	7	(	(	PUNCT
fbem-12124	151	8	2022	2022	NUM
fbem-12124	151	9	)	)	PUNCT
fbem-12124	152	1	[	[	X
fbem-12124	152	2	9	9	NUM
fbem-12124	152	3	]	]	X
fbem-12124	152	4	sergio	sergio	PROPN
fbem-12124	152	5	davalos	davalos	PROPN
fbem-12124	152	6	,	,	PUNCT
fbem-12124	152	7	ehsan	ehsan	PROPN
fbem-12124	152	8	h.	h.	PROPN
fbem-12124	152	9	feroz	feroz	PROPN
fbem-12124	152	10	:	:	PUNCT
fbem-12124	152	11	a	a	DET
fbem-12124	152	12	textual	textual	ADJ
fbem-12124	152	13	analysis	analysis	NOUN
fbem-12124	152	14	of	of	ADP
fbem-12124	152	15	the	the	DET
fbem-12124	152	16	us	us	PROPN
fbem-12124	152	17	securities	securities	PROPN
fbem-12124	152	18	and	and	CCONJ
fbem-12124	152	19	exchange	exchange	PROPN
fbem-12124	152	20	commission	commission	PROPN
fbem-12124	152	21	's	's	PART
fbem-12124	152	22	accounting	accounting	NOUN
fbem-12124	152	23	and	and	CCONJ
fbem-12124	152	24	auditing	auditing	NOUN
fbem-12124	152	25	enforcement	enforcement	NOUN
fbem-12124	152	26	releases	release	NOUN
fbem-12124	152	27	relating	relate	VERB
fbem-12124	152	28	to	to	ADP
fbem-12124	152	29	the	the	DET
fbem-12124	152	30	sarbanes	sarbane	NOUN
fbem-12124	152	31	-	-	PUNCT
fbem-12124	152	32	oxley	oxley	PROPN
fbem-12124	152	33	act	act	PROPN
fbem-12124	152	34	.	.	PUNCT
fbem-12124	152	35	intell	intell	PROPN
fbem-12124	152	36	.	.	PUNCT
fbem-12124	153	1	syst	syst	PROPN
fbem-12124	153	2	.	.	PUNCT
fbem-12124	154	1	account	account	PROPN
fbem-12124	154	2	.	.	PUNCT
fbem-12124	155	1	finance	finance	NOUN
fbem-12124	155	2	manag	manag	NOUN
fbem-12124	155	3	.	.	PUNCT
fbem-12124	156	1	29(1	29(1	NUM
fbem-12124	156	2	):	):	PUNCT
fbem-12124	156	3	19	19	NUM
fbem-12124	156	4	-	-	SYM
fbem-12124	156	5	40	40	NUM
fbem-12124	156	6	(	(	PUNCT
fbem-12124	156	7	2022	2022	NUM
fbem-12124	156	8	)	)	PUNCT
fbem-12124	157	1	[	[	X
fbem-12124	157	2	10	10	NUM
fbem-12124	157	3	]	]	X
fbem-12124	157	4	dimitrios	dimitrios	PROPN
fbem-12124	157	5	kydros	kydro	NOUN
fbem-12124	157	6	,	,	PUNCT
fbem-12124	157	7	michail	michail	NOUN
fbem-12124	157	8	pazarskis	pazarskis	PROPN
fbem-12124	157	9	,	,	PUNCT
fbem-12124	157	10	athanasia	athanasia	PROPN
fbem-12124	157	11	karakitsiou	karakitsiou	PROPN
fbem-12124	157	12	:	:	PUNCT
fbem-12124	157	13	a	a	DET
fbem-12124	157	14	framework	framework	NOUN
fbem-12124	157	15	for	for	ADP
fbem-12124	157	16	identifying	identify	VERB
fbem-12124	157	17	the	the	DET
fbem-12124	157	18	falsified	falsified	ADJ
fbem-12124	157	19	financial	financial	ADJ
fbem-12124	157	20	statements	statement	NOUN
fbem-12124	157	21	using	use	VERB
fbem-12124	157	22	network	network	NOUN
fbem-12124	157	23	textual	textual	ADJ
fbem-12124	157	24	analysis	analysis	NOUN
fbem-12124	157	25	:	:	PUNCT
fbem-12124	157	26	a	a	DET
fbem-12124	157	27	general	general	ADJ
fbem-12124	157	28	model	model	NOUN
fbem-12124	157	29	and	and	CCONJ
fbem-12124	157	30	the	the	DET
fbem-12124	157	31	greek	greek	PROPN
fbem-12124	157	32	example	example	NOUN
fbem-12124	157	33	.	.	PUNCT
fbem-12124	158	1	ann	ann	PROPN
fbem-12124	158	2	.	.	PUNCT
fbem-12124	158	3	oper	oper	PROPN
fbem-12124	158	4	.	.	PUNCT
fbem-12124	159	1	res	re	NOUN
fbem-12124	159	2	.	.	PUNCT
fbem-12124	160	1	316(1	316(1	NUM
fbem-12124	160	2	):	):	PUNCT
fbem-12124	160	3	513	513	NUM
fbem-12124	160	4	-	-	SYM
fbem-12124	160	5	527	527	NUM
fbem-12124	160	6	(	(	PUNCT
fbem-12124	160	7	2022	2022	NUM
fbem-12124	160	8	)	)	PUNCT
fbem-12124	161	1	[	[	X
fbem-12124	161	2	11	11	NUM
fbem-12124	161	3	]	]	X
fbem-12124	161	4	hyun	hyun	PROPN
fbem-12124	161	5	woong	woong	PROPN
fbem-12124	161	6	(	(	PUNCT
fbem-12124	161	7	daniel	daniel	PROPN
fbem-12124	161	8	)	)	PUNCT
fbem-12124	161	9	chang	chang	PROPN
fbem-12124	161	10	,	,	PUNCT
fbem-12124	161	11	steven	steven	PROPN
fbem-12124	161	12	kaszak	kaszak	PROPN
fbem-12124	161	13	,	,	PUNCT
fbem-12124	161	14	peter	peter	PROPN
fbem-12124	161	15	c.	c.	PROPN
fbem-12124	161	16	kipp	kipp	PROPN
fbem-12124	161	17	,	,	PUNCT
fbem-12124	161	18	jesse	jesse	PROPN
fbem-12124	161	19	c.	c.	PROPN
fbem-12124	161	20	robertson	robertson	PROPN
fbem-12124	161	21	:	:	PUNCT
fbem-12124	161	22	the	the	DET
fbem-12124	161	23	effect	effect	NOUN
fbem-12124	161	24	of	of	ADP
fbem-12124	161	25	ixbrl	ixbrl	ADJ
fbem-12124	161	26	formatted	format	VERB
fbem-12124	161	27	financial	financial	ADJ
fbem-12124	161	28	statements	statement	NOUN
fbem-12124	161	29	on	on	ADP
fbem-12124	161	30	the	the	DET
fbem-12124	161	31	effectiveness	effectiveness	NOUN
fbem-12124	161	32	of	of	ADP
fbem-12124	161	33	managers	manager	NOUN
fbem-12124	161	34	'	'	PART
fbem-12124	161	35	decisions	decision	NOUN
fbem-12124	161	36	when	when	SCONJ
fbem-12124	161	37	making	make	VERB
fbem-12124	161	38	inter	inter	ADJ
fbem-12124	161	39	-	-	ADJ
fbem-12124	161	40	firm	firm	ADJ
fbem-12124	161	41	comparisons	comparison	NOUN
fbem-12124	161	42	.	.	PUNCT
fbem-12124	162	1	j.	j.	PROPN
fbem-12124	162	2	inf	inf	PROPN
fbem-12124	162	3	.	.	PUNCT
fbem-12124	162	4	syst	syst	PROPN
fbem-12124	162	5	.	.	PUNCT
fbem-12124	163	1	35(2	35(2	NUM
fbem-12124	163	2	):	):	PUNCT
fbem-12124	163	3	149	149	NUM
fbem-12124	163	4	-	-	SYM
fbem-12124	163	5	177	177	NUM
fbem-12124	163	6	(	(	PUNCT
fbem-12124	163	7	2021	2021	NUM
fbem-12124	163	8	)	)	PUNCT
fbem-12124	164	1	[	[	X
fbem-12124	164	2	12	12	NUM
fbem-12124	164	3	]	]	X
fbem-12124	164	4	david	david	PROPN
fbem-12124	164	5	broneske	broneske	PROPN
fbem-12124	164	6	,	,	PUNCT
fbem-12124	164	7	anna	anna	PROPN
fbem-12124	164	8	drewes	drewes	NOUN
fbem-12124	164	9	,	,	PUNCT
fbem-12124	164	10	bala	bala	PROPN
fbem-12124	164	11	gurumurthy	gurumurthy	NOUN
fbem-12124	164	12	,	,	PUNCT
fbem-12124	164	13	imad	imad	PROPN
fbem-12124	164	14	hajjar	hajjar	PROPN
fbem-12124	164	15	,	,	PUNCT
fbem-12124	164	16	thilo	thilo	ADJ
fbem-12124	164	17	pionteck	pionteck	NOUN
fbem-12124	164	18	,	,	PUNCT
fbem-12124	164	19	gunter	gunter	NOUN
fbem-12124	164	20	saake	saake	NOUN
fbem-12124	164	21	:	:	PUNCT
fbem-12124	164	22	in	in	ADP
fbem-12124	164	23	-	-	PUNCT
fbem-12124	164	24	depth	depth	NOUN
fbem-12124	164	25	analysis	analysis	NOUN
fbem-12124	164	26	of	of	ADP
fbem-12124	164	27	olap	olap	ADJ
fbem-12124	164	28	query	query	NOUN
fbem-12124	164	29	performance	performance	NOUN
fbem-12124	164	30	on	on	ADP
fbem-12124	164	31	heterogeneous	heterogeneous	ADJ
fbem-12124	164	32	hardware	hardware	NOUN
fbem-12124	164	33	.	.	PUNCT
fbem-12124	165	1	datenbankspektrum	datenbankspektrum	PROPN
fbem-12124	165	2	21(2	21(2	NUM
fbem-12124	165	3	):	):	PUNCT
fbem-12124	165	4	133	133	NUM
fbem-12124	165	5	-	-	SYM
fbem-12124	165	6	143	143	NUM
fbem-12124	165	7	(	(	PUNCT
fbem-12124	165	8	2021	2021	NUM
fbem-12124	165	9	)	)	PUNCT
fbem-12124	166	1	[	[	X
fbem-12124	166	2	13	13	NUM
fbem-12124	166	3	]	]	PUNCT
fbem-12124	166	4	bhagyaraj	bhagyaraj	VERB
fbem-12124	166	5	thangavel	thangavel	NOUN
fbem-12124	166	6	,	,	PUNCT
fbem-12124	166	7	sabarathinam	sabarathinam	PROPN
fbem-12124	166	8	srinivasan	srinivasan	PROPN
fbem-12124	166	9	,	,	PUNCT
fbem-12124	166	10	kathamuthu	kathamuthu	PROPN
fbem-12124	166	11	thamilmaran	thamilmaran	PROPN
fbem-12124	166	12	,	,	PUNCT
fbem-12124	166	13	guisheng	guisheng	PROPN
fbem-12124	166	14	zhai	zhai	PROPN
fbem-12124	166	15	,	,	PUNCT
fbem-12124	166	16	nallappan	nallappan	ADJ
fbem-12124	166	17	gunasekaran	gunasekaran	NOUN
fbem-12124	166	18	:	:	PUNCT
fbem-12124	166	19	dynamical	dynamical	ADJ
fbem-12124	166	20	analysis	analysis	NOUN
fbem-12124	166	21	of	of	ADP
fbem-12124	166	22	t	t	PROPN
fbem-12124	166	23	-	-	PUNCT
fbem-12124	166	24	s	s	PART
fbem-12124	166	25	fuzzy	fuzzy	ADJ
fbem-12124	166	26	financial	financial	ADJ
fbem-12124	166	27	systems	system	NOUN
fbem-12124	166	28	:	:	PUNCT
fbem-12124	166	29	a	a	DET
fbem-12124	166	30	sampled	sample	VERB
fbem-12124	166	31	-	-	PUNCT
fbem-12124	166	32	data	data	NOUN
fbem-12124	166	33	control	control	NOUN
fbem-12124	166	34	approach	approach	NOUN
fbem-12124	166	35	.	.	PUNCT
fbem-12124	167	1	int	int	NOUN
fbem-12124	167	2	.	.	PUNCT
fbem-12124	168	1	j.	j.	PROPN
fbem-12124	168	2	fuzzy	fuzzy	PROPN
fbem-12124	168	3	syst	syst	PROPN
fbem-12124	168	4	.	.	PUNCT
fbem-12124	169	1	24(4	24(4	NOUN
fbem-12124	169	2	):	):	PUNCT
fbem-12124	169	3	1944	1944	NUM
fbem-12124	169	4	-	-	SYM
fbem-12124	169	5	1957	1957	NUM
fbem-12124	169	6	(	(	PUNCT
fbem-12124	169	7	2022	2022	NUM
fbem-12124	169	8	)	)	PUNCT
fbem-12124	170	1	[	[	X
fbem-12124	170	2	14	14	NUM
fbem-12124	170	3	]	]	X
fbem-12124	170	4	margareta	margareta	NOUN
fbem-12124	170	5	gardijan	gardijan	PROPN
fbem-12124	170	6	,	,	PUNCT
fbem-12124	170	7	zrinka	zrinka	PROPN
fbem-12124	170	8	lukac	lukac	PROPN
fbem-12124	170	9	:	:	PUNCT
fbem-12124	170	10	the	the	DET
fbem-12124	170	11	financial	financial	ADJ
fbem-12124	170	12	efficiency	efficiency	NOUN
fbem-12124	170	13	of	of	ADP
fbem-12124	170	14	small	small	ADJ
fbem-12124	170	15	food	food	NOUN
fbem-12124	170	16	and	and	CCONJ
fbem-12124	170	17	drink	drink	VERB
fbem-12124	170	18	producers	producer	NOUN
fbem-12124	170	19	across	across	ADP
fbem-12124	170	20	selected	select	VERB
fbem-12124	170	21	european	european	PROPN
fbem-12124	170	22	union	union	PROPN
fbem-12124	170	23	countries	country	NOUN
fbem-12124	170	24	using	use	VERB
fbem-12124	170	25	data	datum	NOUN
fbem-12124	170	26	envelopment	envelopment	ADJ
fbem-12124	170	27	analysis	analysis	NOUN
fbem-12124	170	28	.	.	PUNCT
fbem-12124	171	1	eur	eur	PROPN
fbem-12124	171	2	.	.	PUNCT
fbem-12124	172	1	j.	j.	PROPN
fbem-12124	172	2	oper	oper	PROPN
fbem-12124	172	3	.	.	PUNCT
fbem-12124	173	1	res	re	NOUN
fbem-12124	173	2	.	.	PUNCT
fbem-12124	174	1	291(2	291(2	NUM
fbem-12124	174	2	):	):	PUNCT
fbem-12124	174	3	586	586	NUM
fbem-12124	174	4	-	-	SYM
fbem-12124	174	5	600	600	NUM
fbem-12124	174	6	(	(	PUNCT
fbem-12124	174	7	2021	2021	NUM
fbem-12124	174	8	)	)	PUNCT
fbem-12124	175	1	[	[	X
fbem-12124	175	2	15	15	NUM
fbem-12124	175	3	]	]	X
fbem-12124	175	4	emna	emna	PROPN
fbem-12124	175	5	mnif	mnif	PROPN
fbem-12124	175	6	,	,	PUNCT
fbem-12124	175	7	anis	anis	PROPN
fbem-12124	175	8	jarboui	jarboui	PROPN
fbem-12124	175	9	,	,	PUNCT
fbem-12124	175	10	m.	m.	NOUN
fbem-12124	175	11	kabir	kabir	PROPN
fbem-12124	175	12	hassan	hassan	PROPN
fbem-12124	175	13	,	,	PUNCT
fbem-12124	175	14	khaireddine	khaireddine	NOUN
fbem-12124	175	15	mouakhar	mouakhar	ADJ
fbem-12124	175	16	:	:	PUNCT
fbem-12124	175	17	big	big	ADJ
fbem-12124	175	18	data	data	NOUN
fbem-12124	175	19	tools	tool	NOUN
fbem-12124	175	20	for	for	ADP
fbem-12124	175	21	islamic	islamic	ADJ
fbem-12124	175	22	financial	financial	ADJ
fbem-12124	175	23	analysis	analysis	NOUN
fbem-12124	175	24	.	.	PUNCT
fbem-12124	176	1	intell	intell	PROPN
fbem-12124	176	2	.	.	PUNCT
fbem-12124	177	1	syst	syst	PROPN
fbem-12124	177	2	.	.	PUNCT
fbem-12124	178	1	account	account	PROPN
fbem-12124	178	2	.	.	PUNCT
fbem-12124	179	1	finance	finance	NOUN
fbem-12124	179	2	manag	manag	NOUN
fbem-12124	179	3	.	.	PUNCT
fbem-12124	180	1	27(1	27(1	NUM
fbem-12124	180	2	):	):	PUNCT
fbem-12124	180	3	10	10	NUM
fbem-12124	180	4	-	-	SYM
fbem-12124	180	5	21	21	NUM
fbem-12124	180	6	(	(	PUNCT
fbem-12124	180	7	2020	2020	NUM
fbem-12124	180	8	)	)	PUNCT
fbem-12124	181	1	[	[	X
fbem-12124	181	2	16	16	NUM
fbem-12124	181	3	]	]	X
fbem-12124	181	4	amrita	amrita	PROPN
fbem-12124	181	5	chatterjee	chatterjee	PROPN
fbem-12124	181	6	:	:	PUNCT
fbem-12124	181	7	financial	financial	ADJ
fbem-12124	181	8	inclusion	inclusion	NOUN
fbem-12124	181	9	,	,	PUNCT
fbem-12124	181	10	information	information	NOUN
fbem-12124	181	11	and	and	CCONJ
fbem-12124	181	12	communication	communication	NOUN
fbem-12124	181	13	technology	technology	NOUN
fbem-12124	181	14	diffusion	diffusion	NOUN
fbem-12124	181	15	,	,	PUNCT
fbem-12124	181	16	and	and	CCONJ
fbem-12124	181	17	economic	economic	ADJ
fbem-12124	181	18	growth	growth	NOUN
fbem-12124	181	19	:	:	PUNCT
fbem-12124	181	20	a	a	DET
fbem-12124	181	21	panel	panel	NOUN
fbem-12124	181	22	data	data	VERB
fbem-12124	181	23	analysis	analysis	NOUN
fbem-12124	181	24	.	.	PUNCT
fbem-12124	182	1	inf	inf	PROPN
fbem-12124	182	2	.	.	PUNCT
fbem-12124	182	3	technol	technol	PROPN
fbem-12124	182	4	.	.	PUNCT
fbem-12124	183	1	dev	dev	PROPN
fbem-12124	183	2	.	.	PUNCT
fbem-12124	184	1	26(3	26(3	NUM
fbem-12124	184	2	):	):	PUNCT
fbem-12124	184	3	607	607	NUM
fbem-12124	184	4	-	-	SYM
fbem-12124	184	5	635	635	NUM
fbem-12124	184	6	(	(	PUNCT
fbem-12124	184	7	2020	2020	NUM
fbem-12124	184	8	)	)	PUNCT
fbem-12124	185	1	[	[	X
fbem-12124	185	2	17	17	NUM
fbem-12124	185	3	]	]	X
fbem-12124	185	4	manas	manas	PROPN
fbem-12124	185	5	tripathi	tripathi	PROPN
fbem-12124	185	6	,	,	PUNCT
fbem-12124	185	7	arunabha	arunabha	ADJ
fbem-12124	185	8	mukhopadhyay	mukhopadhyay	NOUN
fbem-12124	185	9	:	:	PUNCT
fbem-12124	185	10	financial	financial	ADJ
fbem-12124	185	11	loss	loss	NOUN
fbem-12124	185	12	due	due	ADP
fbem-12124	185	13	to	to	ADP
fbem-12124	185	14	a	a	DET
fbem-12124	185	15	data	data	NOUN
fbem-12124	185	16	privacy	privacy	NOUN
fbem-12124	185	17	breach	breach	NOUN
fbem-12124	185	18	:	:	PUNCT
fbem-12124	185	19	an	an	DET
fbem-12124	185	20	empirical	empirical	ADJ
fbem-12124	185	21	analysis	analysis	NOUN
fbem-12124	185	22	.	.	PUNCT
fbem-12124	186	1	j.	j.	PROPN
fbem-12124	186	2	organ	organ	PROPN
fbem-12124	186	3	.	.	PUNCT
fbem-12124	187	1	comput	comput	PROPN
fbem-12124	187	2	.	.	PUNCT
fbem-12124	188	1	electron	electron	PROPN
fbem-12124	188	2	.	.	PUNCT
fbem-12124	189	1	commer	commer	PROPN
fbem-12124	189	2	.	.	PUNCT
fbem-12124	190	1	30(4	30(4	NUM
fbem-12124	190	2	):	):	PUNCT
fbem-12124	190	3	381	381	NUM
fbem-12124	190	4	-	-	SYM
fbem-12124	190	5	400	400	NUM
fbem-12124	190	6	(	(	PUNCT
fbem-12124	190	7	2020	2020	NUM
fbem-12124	190	8	)	)	PUNCT
fbem-12124	191	1	[	[	X
fbem-12124	191	2	18	18	NUM
fbem-12124	191	3	]	]	PUNCT
fbem-12124	191	4	dat	dat	PROPN
fbem-12124	191	5	thanh	thanh	PROPN
fbem-12124	191	6	tran	tran	PROPN
fbem-12124	191	7	,	,	PUNCT
fbem-12124	191	8	alexandros	alexandros	PROPN
fbem-12124	191	9	iosifidis	iosifidis	PROPN
fbem-12124	191	10	,	,	PUNCT
fbem-12124	191	11	juho	juho	VERB
fbem-12124	191	12	kanniainen	kanniainen	PROPN
fbem-12124	191	13	,	,	PUNCT
fbem-12124	191	14	moncef	moncef	PROPN
fbem-12124	191	15	gabbouj	gabbouj	NOUN
fbem-12124	191	16	:	:	PUNCT
fbem-12124	191	17	temporal	temporal	ADJ
fbem-12124	191	18	attention	attention	NOUN
fbem-12124	191	19	-	-	PUNCT
fbem-12124	191	20	augmented	augment	VERB
fbem-12124	191	21	bilinear	bilinear	NOUN
fbem-12124	191	22	network	network	NOUN
fbem-12124	191	23	for	for	ADP
fbem-12124	191	24	financial	financial	ADJ
fbem-12124	191	25	time	time	NOUN
fbem-12124	191	26	-	-	PUNCT
fbem-12124	191	27	series	series	NOUN
fbem-12124	191	28	data	datum	NOUN
fbem-12124	191	29	analysis	analysis	NOUN
fbem-12124	191	30	.	.	PUNCT
fbem-12124	192	1	ieee	ieee	PROPN
fbem-12124	192	2	trans	trans	PROPN
fbem-12124	192	3	.	.	PUNCT
fbem-12124	193	1	neural	neural	ADJ
fbem-12124	193	2	networks	network	NOUN
fbem-12124	193	3	learn	learn	VERB
fbem-12124	193	4	.	.	PUNCT
fbem-12124	194	1	syst	syst	NOUN
fbem-12124	194	2	.	.	PUNCT
fbem-12124	195	1	30(5	30(5	NUM
fbem-12124	195	2	):	):	PUNCT
fbem-12124	195	3	1407	1407	NUM
fbem-12124	195	4	-	-	SYM
fbem-12124	195	5	1418	1418	NUM
fbem-12124	195	6	(	(	PUNCT
fbem-12124	195	7	2019	2019	NUM
fbem-12124	195	8	)	)	PUNCT
fbem-12124	196	1	[	[	X
fbem-12124	196	2	19	19	NUM
fbem-12124	196	3	]	]	X
fbem-12124	196	4	rui	rui	PROPN
fbem-12124	196	5	pedro	pedro	PROPN
fbem-12124	196	6	brito	brito	PROPN
fbem-12124	196	7	,	,	PUNCT
fbem-12124	196	8	pedro	pedro	PROPN
fbem-12124	196	9	júdice	júdice	PROPN
fbem-12124	196	10	:	:	PUNCT
fbem-12124	196	11	asset	asset	NOUN
fbem-12124	196	12	classification	classification	NOUN
fbem-12124	196	13	under	under	ADP
fbem-12124	196	14	the	the	DET
fbem-12124	196	15	ifrs	ifrs	NOUN
fbem-12124	196	16	9	9	NUM
fbem-12124	196	17	framework	framework	NOUN
fbem-12124	196	18	for	for	ADP
fbem-12124	196	19	the	the	DET
fbem-12124	196	20	construction	construction	NOUN
fbem-12124	196	21	of	of	ADP
fbem-12124	196	22	a	a	DET
fbem-12124	196	23	banking	banking	NOUN
fbem-12124	196	24	investment	investment	NOUN
fbem-12124	196	25	portfolio	portfolio	NOUN
fbem-12124	196	26	.	.	PUNCT
fbem-12124	197	1	int	int	NOUN
fbem-12124	197	2	.	.	PUNCT
fbem-12124	198	1	trans	trans	PROPN
fbem-12124	198	2	.	.	PUNCT
fbem-12124	199	1	oper	oper	PROPN
fbem-12124	199	2	.	.	PUNCT
fbem-12124	200	1	res	res	PROPN
fbem-12124	200	2	.	.	PUNCT
fbem-12124	201	1	29(4	29(4	NOUN
fbem-12124	201	2	):	):	PUNCT
fbem-12124	201	3	2613	2613	NUM
fbem-12124	201	4	-	-	SYM
fbem-12124	201	5	2648	2648	NUM
fbem-12124	201	6	(	(	PUNCT
fbem-12124	201	7	2022	2022	NUM
fbem-12124	201	8	)	)	PUNCT
fbem-12124	202	1	[	[	X
fbem-12124	202	2	20	20	NUM
fbem-12124	202	3	]	]	PUNCT
fbem-12124	202	4	ahmed	ahmed	PROPN
fbem-12124	202	5	jasim	jasim	PROPN
fbem-12124	202	6	hameed	hameed	PROPN
fbem-12124	202	7	,	,	PUNCT
fbem-12124	202	8	anfal	anfal	PROPN
fbem-12124	202	9	s.	s.	PROPN
fbem-12124	202	10	shareef	shareef	PROPN
fbem-12124	202	11	,	,	PUNCT
fbem-12124	202	12	sameer	sameer	PROPN
fbem-12124	202	13	imad	imad	PROPN
fbem-12124	202	14	shaban	shaban	PROPN
fbem-12124	202	15	:	:	PUNCT
fbem-12124	202	16	effect	effect	NOUN
fbem-12124	202	17	of	of	ADP
fbem-12124	202	18	fair	fair	ADJ
fbem-12124	202	19	value	value	NOUN
fbem-12124	202	20	based	base	VERB
fbem-12124	202	21	on	on	ADP
fbem-12124	202	22	ifrs	ifrs	PROPN
fbem-12124	202	23	13	13	NUM
fbem-12124	202	24	on	on	ADP
fbem-12124	202	25	the	the	DET
fbem-12124	202	26	qualitative	qualitative	ADJ
fbem-12124	202	27	characteristics	characteristic	NOUN
fbem-12124	202	28	of	of	ADP
fbem-12124	202	29	accounting	accounting	NOUN
fbem-12124	202	30	information	information	NOUN
fbem-12124	202	31	:	:	PUNCT
fbem-12124	202	32	an	an	DET
fbem-12124	202	33	exploratory	exploratory	ADJ
fbem-12124	202	34	study	study	NOUN
fbem-12124	202	35	in	in	ADP
fbem-12124	202	36	the	the	DET
fbem-12124	202	37	iraqi	iraqi	ADJ
fbem-12124	202	38	environment	environment	NOUN
fbem-12124	202	39	.	.	PUNCT
fbem-12124	203	1	j.	j.	PROPN
fbem-12124	203	2	cases	cases	PROPN
fbem-12124	203	3	inf	inf	PROPN
fbem-12124	204	1	.	.	PUNCT
fbem-12124	204	2	technol	technol	PROPN
fbem-12124	204	3	.	.	PUNCT
fbem-12124	205	1	24(2	24(2	NUM
fbem-12124	205	2	):	):	PUNCT
fbem-12124	205	3	112	112	NUM
fbem-12124	205	4	(	(	PUNCT
fbem-12124	205	5	2021	2021	NUM
fbem-12124	205	6	)	)	PUNCT
fbem-12124	205	7	.	.	PUNCT