id	sid	tid	token	lemma	pos
ajird-55	1	1	american	american	PROPN
ajird-55	1	2	journal	journal	PROPN
ajird-55	1	3	of	of	ADP
ajird-55	1	4	interdisciplinary	interdisciplinary	ADJ
ajird-55	1	5	research	research	NOUN
ajird-55	1	6	and	and	CCONJ
ajird-55	1	7	development	development	NOUN
ajird-55	1	8	issn	issn	PROPN
ajird-55	1	9	online	online	NOUN
ajird-55	1	10	:	:	PUNCT
ajird-55	1	11	2771	2771	NUM
ajird-55	1	12	-	-	SYM
ajird-55	1	13	8948	8948	NUM
ajird-55	1	14	website	website	NOUN
ajird-55	1	15	:	:	PUNCT
ajird-55	1	16	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-55	1	17	volume	volume	NOUN
ajird-55	1	18	04	04	NUM
ajird-55	1	19	,	,	PUNCT
ajird-55	1	20	may	may	AUX
ajird-55	1	21	,	,	PUNCT
ajird-55	1	22	2022	2022	NUM
ajird-55	1	23	80	80	NUM
ajird-55	2	1	|	|	ADV
ajird-55	2	2	p	p	ADP
ajird-55	2	3	a	a	DET
ajird-55	2	4	g	g	NOUN
ajird-55	2	5	e	e	ADP
ajird-55	2	6	new	new	ADJ
ajird-55	2	7	software	software	NOUN
ajird-55	2	8	cost	cost	NOUN
ajird-55	2	9	estimation	estimation	NOUN
ajird-55	2	10	approach	approach	NOUN
ajird-55	2	11	by	by	ADP
ajird-55	2	12	using	use	VERB
ajird-55	2	13	machine	machine	NOUN
ajird-55	2	14	learning	learning	NOUN
ajird-55	2	15	based	base	VERB
ajird-55	2	16	feature	feature	NOUN
ajird-55	2	17	extraction	extraction	NOUN
ajird-55	2	18	techniques	technique	NOUN
ajird-55	2	19	maryam	maryam	PROPN
ajird-55	2	20	thabit	thabit	VERB
ajird-55	2	21	hussein	hussein	PROPN
ajird-55	2	22	al	al	PROPN
ajird-55	2	23	-	-	PUNCT
ajird-55	2	24	khazraji	khazraji	PROPN
ajird-55	2	25	dhulfiqar	dhulfiqar	PROPN
ajird-55	2	26	mahmood	mahmood	PROPN
ajird-55	2	27	tawfeeq	tawfeeq	PROPN
ajird-55	2	28	al	al	PROPN
ajird-55	2	29	-	-	PUNCT
ajird-55	2	30	saada	saada	PROPN
ajird-55	2	31	asst	asst	NOUN
ajird-55	2	32	.	.	PUNCT
ajird-55	3	1	prof	prof	PROPN
ajird-55	3	2	.	.	PUNCT
ajird-55	4	1	dr	dr	PROPN
ajird-55	4	2	.	.	PROPN
ajird-55	4	3	abdullahi	abdullahi	PROPN
ajird-55	4	4	abdu	abdu	PROPN
ajird-55	4	5	ibrahim	ibrahim	PROPN
ajird-55	4	6	mrymthabthsyn57@gmail.com	mrymthabthsyn57@gmail.com	X
ajird-55	4	7	iraqi	iraqi	PROPN
ajird-55	4	8	ministry	ministry	PROPN
ajird-55	4	9	of	of	ADP
ajird-55	4	10	health	health	PROPN
ajird-55	4	11	abstract	abstract	NOUN
ajird-55	4	12	in	in	ADP
ajird-55	4	13	this	this	DET
ajird-55	4	14	study	study	NOUN
ajird-55	4	15	,	,	PUNCT
ajird-55	4	16	new	new	ADJ
ajird-55	4	17	software	software	NOUN
ajird-55	4	18	cost	cost	NOUN
ajird-55	4	19	estimation	estimation	NOUN
ajird-55	4	20	approach	approach	NOUN
ajird-55	4	21	presented	present	VERB
ajird-55	4	22	by	by	ADP
ajird-55	4	23	using	use	VERB
ajird-55	4	24	machine	machine	NOUN
ajird-55	4	25	learning	learn	VERB
ajird-55	4	26	techniques	technique	NOUN
ajird-55	4	27	based	base	VERB
ajird-55	4	28	feature	feature	NOUN
ajird-55	4	29	selection	selection	NOUN
ajird-55	4	30	method	method	NOUN
ajird-55	4	31	.	.	PUNCT
ajird-55	5	1	the	the	DET
ajird-55	5	2	proposed	propose	VERB
ajird-55	5	3	method	method	NOUN
ajird-55	5	4	consist	consist	VERB
ajird-55	5	5	from	from	ADP
ajird-55	5	6	two	two	NUM
ajird-55	5	7	stages	stage	NOUN
ajird-55	5	8	,	,	PUNCT
ajird-55	5	9	the	the	DET
ajird-55	5	10	feature	feature	NOUN
ajird-55	5	11	selection	selection	NOUN
ajird-55	5	12	stage	stage	NOUN
ajird-55	5	13	which	which	DET
ajird-55	5	14	factor	factor	NOUN
ajird-55	5	15	analysis	analysis	NOUN
ajird-55	5	16	applied	apply	VERB
ajird-55	5	17	to	to	PART
ajird-55	5	18	select	select	VERB
ajird-55	5	19	best	good	ADJ
ajird-55	5	20	features	feature	NOUN
ajird-55	5	21	and	and	CCONJ
ajird-55	5	22	remove	remove	VERB
ajird-55	5	23	unaffected	unaffected	ADJ
ajird-55	5	24	features	feature	NOUN
ajird-55	5	25	from	from	ADP
ajird-55	5	26	input	input	NOUN
ajird-55	5	27	data	datum	NOUN
ajird-55	5	28	.	.	PUNCT
ajird-55	6	1	in	in	ADP
ajird-55	6	2	the	the	DET
ajird-55	6	3	second	second	ADJ
ajird-55	6	4	stage	stage	NOUN
ajird-55	6	5	,	,	PUNCT
ajird-55	6	6	the	the	DET
ajird-55	6	7	naïve	naïve	ADJ
ajird-55	6	8	ayes	ayes	NOUN
ajird-55	6	9	classifier	classifier	NOUN
ajird-55	6	10	applied	apply	VERB
ajird-55	6	11	to	to	PART
ajird-55	6	12	classify	classify	VERB
ajird-55	6	13	the	the	DET
ajird-55	6	14	selected	select	VERB
ajird-55	6	15	features	feature	NOUN
ajird-55	6	16	.	.	PUNCT
ajird-55	7	1	we	we	PRON
ajird-55	7	2	applied	apply	VERB
ajird-55	7	3	the	the	DET
ajird-55	7	4	method	method	NOUN
ajird-55	7	5	to	to	ADP
ajird-55	7	6	the	the	DET
ajird-55	7	7	nasa	nasa	PROPN
ajird-55	7	8	software	software	NOUN
ajird-55	7	9	dataset	dataset	NOUN
ajird-55	7	10	,	,	PUNCT
ajird-55	7	11	which	which	PRON
ajird-55	7	12	is	be	AUX
ajird-55	7	13	free	free	ADJ
ajird-55	7	14	dataset	dataset	VERB
ajird-55	7	15	available	available	ADJ
ajird-55	7	16	online	online	ADV
ajird-55	7	17	and	and	CCONJ
ajird-55	7	18	used	use	VERB
ajird-55	7	19	by	by	ADP
ajird-55	7	20	researchers	researcher	NOUN
ajird-55	7	21	as	as	SCONJ
ajird-55	7	22	metrics	metric	NOUN
ajird-55	7	23	to	to	PART
ajird-55	7	24	test	test	VERB
ajird-55	7	25	the	the	DET
ajird-55	7	26	detection	detection	NOUN
ajird-55	7	27	methods	method	NOUN
ajird-55	7	28	.	.	PUNCT
ajird-55	8	1	then	then	ADV
ajird-55	8	2	,	,	PUNCT
ajird-55	8	3	the	the	DET
ajird-55	8	4	presented	present	VERB
ajird-55	8	5	method	method	NOUN
ajird-55	8	6	compared	compare	VERB
ajird-55	8	7	with	with	ADP
ajird-55	8	8	several	several	ADJ
ajird-55	8	9	studies	study	NOUN
ajird-55	8	10	presented	present	VERB
ajird-55	8	11	in	in	ADP
ajird-55	8	12	this	this	DET
ajird-55	8	13	field	field	NOUN
ajird-55	8	14	.	.	PUNCT
ajird-55	9	1	keywords	keyword	NOUN
ajird-55	9	2	:	:	PUNCT
ajird-55	9	3	machine	machine	NOUN
ajird-55	9	4	learning	learning	NOUN
ajird-55	9	5	,	,	PUNCT
ajird-55	9	6	factor	factor	NOUN
ajird-55	9	7	analysis	analysis	NOUN
ajird-55	9	8	,	,	PUNCT
ajird-55	9	9	naïve	naïve	ADJ
ajird-55	9	10	ayes	ayes	NOUN
ajird-55	9	11	classifier	classifier	NOUN
ajird-55	9	12	,	,	PUNCT
ajird-55	9	13	and	and	CCONJ
ajird-55	9	14	software	software	NOUN
ajird-55	9	15	cost	cost	NOUN
ajird-55	9	16	estimation	estimation	NOUN
ajird-55	9	17	.	.	PUNCT
ajird-55	10	1	introduction	introduction	NOUN
ajird-55	10	2	the	the	DET
ajird-55	10	3	first	first	ADJ
ajird-55	10	4	study	study	NOUN
ajird-55	10	5	on	on	ADP
ajird-55	10	6	the	the	DET
ajird-55	10	7	organization	organization	NOUN
ajird-55	10	8	of	of	ADP
ajird-55	10	9	software	software	NOUN
ajird-55	10	10	engineering	engineering	NOUN
ajird-55	10	11	undergraduate	undergraduate	NOUN
ajird-55	10	12	programs	program	NOUN
ajird-55	10	13	started	start	VERB
ajird-55	10	14	in	in	ADP
ajird-55	10	15	1987	1987	NUM
ajird-55	10	16	with	with	ADP
ajird-55	10	17	the	the	DET
ajird-55	10	18	conference	conference	NOUN
ajird-55	10	19	“	"	PUNCT
ajird-55	10	20	the	the	DET
ajird-55	10	21	conference	conference	NOUN
ajird-55	10	22	on	on	ADP
ajird-55	10	23	software	software	NOUN
ajird-55	10	24	engineering	engineering	NOUN
ajird-55	10	25	education	education	NOUN
ajird-55	10	26	and	and	CCONJ
ajird-55	10	27	training	training	NOUN
ajird-55	10	28	-	-	PUNCT
ajird-55	10	29	cseet	cseet	NOUN
ajird-55	10	30	”	"	PUNCT
ajird-55	10	31	.	.	PUNCT
ajird-55	11	1	these	these	DET
ajird-55	11	2	conferences	conference	NOUN
ajird-55	11	3	,	,	PUNCT
ajird-55	11	4	which	which	PRON
ajird-55	11	5	are	be	AUX
ajird-55	11	6	repeated	repeat	VERB
ajird-55	11	7	in	in	ADP
ajird-55	11	8	different	different	ADJ
ajird-55	11	9	periods	period	NOUN
ajird-55	11	10	by	by	ADP
ajird-55	11	11	sei	sei	PROPN
ajird-55	11	12	(	(	PUNCT
ajird-55	11	13	software	software	NOUN
ajird-55	11	14	engineering	engineering	PROPN
ajird-55	11	15	institute	institute	PROPN
ajird-55	11	16	)	)	PUNCT
ajird-55	11	17	,	,	PUNCT
ajird-55	11	18	have	have	AUX
ajird-55	11	19	been	be	AUX
ajird-55	11	20	completed	complete	VERB
ajird-55	11	21	and	and	CCONJ
ajird-55	11	22	the	the	DET
ajird-55	11	23	studies	study	NOUN
ajird-55	11	24	to	to	PART
ajird-55	11	25	improve	improve	VERB
ajird-55	11	26	the	the	DET
ajird-55	11	27	programs	program	NOUN
ajird-55	11	28	continue	continue	VERB
ajird-55	11	29	.	.	PUNCT
ajird-55	12	1	another	another	DET
ajird-55	12	2	important	important	ADJ
ajird-55	12	3	study	study	NOUN
ajird-55	12	4	on	on	ADP
ajird-55	12	5	the	the	DET
ajird-55	12	6	preparation	preparation	NOUN
ajird-55	12	7	of	of	ADP
ajird-55	12	8	training	training	NOUN
ajird-55	12	9	programs	program	NOUN
ajird-55	12	10	is	be	AUX
ajird-55	12	11	the	the	DET
ajird-55	12	12	project	project	NOUN
ajird-55	12	13	named	name	VERB
ajird-55	12	14	“	"	PUNCT
ajird-55	12	15	the	the	DET
ajird-55	12	16	guide	guide	NOUN
ajird-55	12	17	to	to	PART
ajird-55	12	18	software	software	NOUN
ajird-55	12	19	engineering	engineering	NOUN
ajird-55	12	20	body	body	NOUN
ajird-55	12	21	of	of	ADP
ajird-55	12	22	knowledge	knowledge	NOUN
ajird-55	12	23	–	–	PUNCT
ajird-55	12	24	swebok	swebok	NOUN
ajird-55	12	25	”	"	PUNCT
ajird-55	12	26	,	,	PUNCT
ajird-55	12	27	which	which	PRON
ajird-55	12	28	was	be	AUX
ajird-55	12	29	initiated	initiate	VERB
ajird-55	12	30	in	in	ADP
ajird-55	12	31	1998	1998	NUM
ajird-55	12	32	and	and	CCONJ
ajird-55	12	33	focuses	focus	VERB
ajird-55	12	34	on	on	ADP
ajird-55	12	35	software	software	NOUN
ajird-55	12	36	engineering	engineering	NOUN
ajird-55	12	37	standards	standard	NOUN
ajird-55	12	38	supported	support	VERB
ajird-55	12	39	by	by	ADP
ajird-55	12	40	ieee	ieee	NOUN
ajird-55	12	41	.	.	PUNCT
ajird-55	13	1	it	it	PRON
ajird-55	13	2	is	be	AUX
ajird-55	13	3	of	of	ADP
ajird-55	13	4	great	great	ADJ
ajird-55	13	5	importance	importance	NOUN
ajird-55	13	6	to	to	PART
ajird-55	13	7	update	update	VERB
ajird-55	13	8	the	the	DET
ajird-55	13	9	basic	basic	ADJ
ajird-55	13	10	and	and	CCONJ
ajird-55	13	11	specialist	specialist	ADJ
ajird-55	13	12	courses	course	NOUN
ajird-55	13	13	of	of	ADP
ajird-55	13	14	software	software	NOUN
ajird-55	13	15	engineering	engineering	NOUN
ajird-55	13	16	programs	program	NOUN
ajird-55	13	17	prepared	prepare	VERB
ajird-55	13	18	according	accord	VERB
ajird-55	13	19	to	to	ADP
ajird-55	13	20	the	the	DET
ajird-55	13	21	swebok	swebok	NOUN
ajird-55	13	22	classification	classification	NOUN
ajird-55	13	23	in	in	ADP
ajird-55	13	24	this	this	DET
ajird-55	13	25	context	context	NOUN
ajird-55	13	26	.	.	PUNCT
ajird-55	14	1	beykent	beykent	NOUN
ajird-55	14	2	university	university	NOUN
ajird-55	14	3	software	software	NOUN
ajird-55	14	4	engineering	engineering	PROPN
ajird-55	14	5	department	department	NOUN
ajird-55	14	6	students	student	NOUN
ajird-55	14	7	,	,	PUNCT
ajird-55	14	8	who	who	PRON
ajird-55	14	9	started	start	VERB
ajird-55	14	10	education	education	NOUN
ajird-55	14	11	in	in	ADP
ajird-55	14	12	2008	2008	NUM
ajird-55	14	13	,	,	PUNCT
ajird-55	14	14	can	can	AUX
ajird-55	14	15	turn	turn	VERB
ajird-55	14	16	their	their	PRON
ajird-55	14	17	research	research	NOUN
ajird-55	14	18	and	and	CCONJ
ajird-55	14	19	knowledge	knowledge	NOUN
ajird-55	14	20	into	into	ADP
ajird-55	14	21	part	part	ADJ
ajird-55	14	22	-	-	PUNCT
ajird-55	14	23	time	time	NOUN
ajird-55	14	24	working	work	VERB
ajird-55	14	25	opportunities	opportunity	NOUN
ajird-55	14	26	in	in	ADP
ajird-55	14	27	the	the	DET
ajird-55	14	28	industry	industry	NOUN
ajird-55	14	29	or	or	CCONJ
ajird-55	14	30	service	service	NOUN
ajird-55	14	31	sector	sector	NOUN
ajird-55	14	32	,	,	PUNCT
ajird-55	14	33	especially	especially	ADV
ajird-55	14	34	in	in	ADP
ajird-55	14	35	the	the	DET
ajird-55	14	36	last	last	ADJ
ajird-55	14	37	years	year	NOUN
ajird-55	14	38	of	of	ADP
ajird-55	14	39	their	their	PRON
ajird-55	14	40	education	education	NOUN
ajird-55	14	41	(	(	PUNCT
ajird-55	14	42	altan	altan	PROPN
ajird-55	14	43	,	,	PUNCT
ajird-55	14	44	2010a	2010a	NUM
ajird-55	14	45	)	)	PUNCT
ajird-55	14	46	.	.	PUNCT
ajird-55	15	1	thus	thus	ADV
ajird-55	15	2	,	,	PUNCT
ajird-55	15	3	by	by	ADP
ajird-55	15	4	entering	enter	VERB
ajird-55	15	5	the	the	DET
ajird-55	15	6	american	american	ADJ
ajird-55	15	7	journal	journal	PROPN
ajird-55	15	8	of	of	ADP
ajird-55	15	9	interdisciplinary	interdisciplinary	ADJ
ajird-55	15	10	research	research	NOUN
ajird-55	15	11	and	and	CCONJ
ajird-55	15	12	development	development	NOUN
ajird-55	15	13	issn	issn	PROPN
ajird-55	15	14	online	online	NOUN
ajird-55	15	15	:	:	PUNCT
ajird-55	15	16	2771	2771	NUM
ajird-55	15	17	-	-	SYM
ajird-55	15	18	8948	8948	NUM
ajird-55	15	19	website	website	NOUN
ajird-55	15	20	:	:	PUNCT
ajird-55	15	21	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-55	15	22	volume	volume	NOUN
ajird-55	15	23	04	04	NUM
ajird-55	15	24	,	,	PUNCT
ajird-55	15	25	may	may	AUX
ajird-55	15	26	,	,	PUNCT
ajird-55	15	27	2022	2022	NUM
ajird-55	15	28	81	81	NUM
ajird-55	15	29	|	|	ADV
ajird-55	15	30	p	p	ADP
ajird-55	15	31	a	a	DET
ajird-55	15	32	g	g	PROPN
ajird-55	15	33	e	e	X
ajird-55	15	34	industrial	industrial	ADJ
ajird-55	15	35	software	software	NOUN
ajird-55	15	36	engineering	engineer	VERB
ajird-55	15	37	world	world	NOUN
ajird-55	15	38	during	during	ADP
ajird-55	15	39	their	their	PRON
ajird-55	15	40	student	student	NOUN
ajird-55	15	41	years	year	NOUN
ajird-55	15	42	,	,	PUNCT
ajird-55	15	43	they	they	PRON
ajird-55	15	44	can	can	AUX
ajird-55	15	45	experience	experience	VERB
ajird-55	15	46	software	software	NOUN
ajird-55	15	47	product	product	NOUN
ajird-55	15	48	development	development	NOUN
ajird-55	15	49	projects	project	NOUN
ajird-55	15	50	that	that	PRON
ajird-55	15	51	are	be	AUX
ajird-55	15	52	rapidly	rapidly	ADV
ajird-55	15	53	developing	develop	VERB
ajird-55	15	54	in	in	ADP
ajird-55	15	55	our	our	PRON
ajird-55	15	56	country	country	NOUN
ajird-55	15	57	,	,	PUNCT
ajird-55	15	58	but	but	CCONJ
ajird-55	15	59	have	have	VERB
ajird-55	15	60	a	a	DET
ajird-55	15	61	huge	huge	ADJ
ajird-55	15	62	deficit	deficit	NOUN
ajird-55	15	63	.	.	PUNCT
ajird-55	16	1	it	it	PRON
ajird-55	16	2	is	be	AUX
ajird-55	16	3	clear	clear	ADJ
ajird-55	16	4	that	that	SCONJ
ajird-55	16	5	the	the	DET
ajird-55	16	6	contribution	contribution	NOUN
ajird-55	16	7	of	of	ADP
ajird-55	16	8	the	the	DET
ajird-55	16	9	constantly	constantly	ADV
ajird-55	16	10	updated	update	VERB
ajird-55	16	11	course	course	NOUN
ajird-55	16	12	contents	content	NOUN
ajird-55	16	13	will	will	AUX
ajird-55	16	14	be	be	AUX
ajird-55	16	15	great	great	ADJ
ajird-55	16	16	for	for	SCONJ
ajird-55	16	17	students	student	NOUN
ajird-55	16	18	to	to	PART
ajird-55	16	19	be	be	AUX
ajird-55	16	20	the	the	DET
ajird-55	16	21	preferred	preferred	ADJ
ajird-55	16	22	engineer	engineer	NOUN
ajird-55	16	23	candidates	candidate	NOUN
ajird-55	16	24	according	accord	VERB
ajird-55	16	25	to	to	ADP
ajird-55	16	26	their	their	PRON
ajird-55	16	27	interests	interest	NOUN
ajird-55	16	28	.	.	PUNCT
ajird-55	17	1	nowadays	nowadays	ADV
ajird-55	17	2	,	,	PUNCT
ajird-55	17	3	it	it	PRON
ajird-55	17	4	has	have	AUX
ajird-55	17	5	been	be	AUX
ajird-55	17	6	understood	understand	VERB
ajird-55	17	7	that	that	SCONJ
ajird-55	17	8	software	software	NOUN
ajird-55	17	9	is	be	AUX
ajird-55	17	10	not	not	PART
ajird-55	17	11	just	just	ADV
ajird-55	17	12	about	about	ADP
ajird-55	17	13	writing	write	VERB
ajird-55	17	14	"	"	PUNCT
ajird-55	17	15	program	program	NOUN
ajird-55	17	16	code	code	NOUN
ajird-55	17	17	"	"	PUNCT
ajird-55	17	18	,	,	PUNCT
ajird-55	17	19	it	it	PRON
ajird-55	17	20	has	have	AUX
ajird-55	17	21	even	even	ADV
ajird-55	17	22	reached	reach	VERB
ajird-55	17	23	a	a	DET
ajird-55	17	24	more	more	ADV
ajird-55	17	25	advanced	advanced	ADJ
ajird-55	17	26	level	level	NOUN
ajird-55	17	27	of	of	ADP
ajird-55	17	28	importance	importance	NOUN
ajird-55	17	29	than	than	ADP
ajird-55	17	30	hardware	hardware	NOUN
ajird-55	17	31	.	.	PUNCT
ajird-55	18	1	if	if	SCONJ
ajird-55	18	2	it	it	PRON
ajird-55	18	3	is	be	AUX
ajird-55	18	4	desired	desire	VERB
ajird-55	18	5	to	to	PART
ajird-55	18	6	make	make	VERB
ajird-55	18	7	a	a	DET
ajird-55	18	8	special	special	ADJ
ajird-55	18	9	job	job	NOUN
ajird-55	18	10	or	or	CCONJ
ajird-55	18	11	develop	develop	VERB
ajird-55	18	12	a	a	DET
ajird-55	18	13	"	"	PUNCT
ajird-55	18	14	computerized	computerized	ADJ
ajird-55	18	15	system	system	NOUN
ajird-55	18	16	"	"	PUNCT
ajird-55	18	17	other	other	ADJ
ajird-55	18	18	than	than	ADP
ajird-55	18	19	computer	computer	NOUN
ajird-55	18	20	-	-	PUNCT
ajird-55	18	21	ready	ready	ADJ
ajird-55	18	22	package	package	NOUN
ajird-55	18	23	programs	program	NOUN
ajird-55	18	24	,	,	PUNCT
ajird-55	18	25	it	it	PRON
ajird-55	18	26	is	be	AUX
ajird-55	18	27	absolutely	absolutely	ADV
ajird-55	18	28	necessary	necessary	ADJ
ajird-55	18	29	to	to	PART
ajird-55	18	30	develop	develop	VERB
ajird-55	18	31	a	a	DET
ajird-55	18	32	software	software	NOUN
ajird-55	18	33	.	.	PUNCT
ajird-55	19	1	the	the	DET
ajird-55	19	2	software	software	NOUN
ajird-55	19	3	can	can	AUX
ajird-55	19	4	be	be	AUX
ajird-55	19	5	a	a	DET
ajird-55	19	6	program	program	NOUN
ajird-55	19	7	of	of	ADP
ajird-55	19	8	several	several	ADJ
ajird-55	19	9	lines	line	NOUN
ajird-55	19	10	running	run	VERB
ajird-55	19	11	on	on	ADP
ajird-55	19	12	a	a	DET
ajird-55	19	13	computer	computer	NOUN
ajird-55	19	14	,	,	PUNCT
ajird-55	19	15	or	or	CCONJ
ajird-55	19	16	it	it	PRON
ajird-55	19	17	can	can	AUX
ajird-55	19	18	be	be	AUX
ajird-55	19	19	a	a	DET
ajird-55	19	20	group	group	NOUN
ajird-55	19	21	of	of	ADP
ajird-55	19	22	millions	million	NOUN
ajird-55	19	23	of	of	ADP
ajird-55	19	24	lines	line	NOUN
ajird-55	19	25	of	of	ADP
ajird-55	19	26	programs	program	NOUN
ajird-55	19	27	running	run	VERB
ajird-55	19	28	on	on	ADP
ajird-55	19	29	multiple	multiple	ADJ
ajird-55	19	30	computers	computer	NOUN
ajird-55	19	31	.	.	PUNCT
ajird-55	20	1	the	the	PRON
ajird-55	20	2	higher	high	ADJ
ajird-55	20	3	the	the	DET
ajird-55	20	4	complexity	complexity	NOUN
ajird-55	20	5	of	of	ADP
ajird-55	20	6	the	the	DET
ajird-55	20	7	programs	program	NOUN
ajird-55	20	8	,	,	PUNCT
ajird-55	20	9	the	the	PRON
ajird-55	20	10	more	more	ADV
ajird-55	20	11	difficult	difficult	ADJ
ajird-55	20	12	it	it	PRON
ajird-55	20	13	is	be	AUX
ajird-55	20	14	to	to	PART
ajird-55	20	15	control	control	VERB
ajird-55	20	16	their	their	PRON
ajird-55	20	17	development	development	NOUN
ajird-55	20	18	.	.	PUNCT
ajird-55	21	1	therefore	therefore	ADV
ajird-55	21	2	,	,	PUNCT
ajird-55	21	3	curriculum	curriculum	NOUN
ajird-55	21	4	development	development	NOUN
ajird-55	21	5	methodology	methodology	NOUN
ajird-55	21	6	is	be	AUX
ajird-55	21	7	needed	need	VERB
ajird-55	21	8	.	.	PUNCT
ajird-55	22	1	especially	especially	ADV
ajird-55	22	2	after	after	ADP
ajird-55	22	3	the	the	DET
ajird-55	22	4	software	software	NOUN
ajird-55	22	5	crisis	crisis	NOUN
ajird-55	22	6	that	that	PRON
ajird-55	22	7	emerged	emerge	VERB
ajird-55	22	8	in	in	ADP
ajird-55	22	9	the	the	DET
ajird-55	22	10	united	united	PROPN
ajird-55	22	11	states	states	PROPN
ajird-55	22	12	in	in	ADP
ajird-55	22	13	the	the	DET
ajird-55	22	14	1970s	1970	NOUN
ajird-55	22	15	,	,	PUNCT
ajird-55	22	16	the	the	DET
ajird-55	22	17	importance	importance	NOUN
ajird-55	22	18	of	of	ADP
ajird-55	22	19	software	software	NOUN
ajird-55	22	20	engineering	engineering	NOUN
ajird-55	22	21	and	and	CCONJ
ajird-55	22	22	effective	effective	ADJ
ajird-55	22	23	programming	programming	NOUN
ajird-55	22	24	languages	language	NOUN
ajird-55	22	25	is	be	AUX
ajird-55	22	26	better.is	better.is	PROPN
ajird-55	22	27	understood	understand	VERB
ajird-55	22	28	.	.	PUNCT
ajird-55	23	1	software	software	NOUN
ajird-55	23	2	issue	issue	NOUN
ajird-55	23	3	has	have	AUX
ajird-55	23	4	become	become	VERB
ajird-55	23	5	a	a	DET
ajird-55	23	6	common	common	ADJ
ajird-55	23	7	research	research	NOUN
ajird-55	23	8	subject	subject	NOUN
ajird-55	23	9	in	in	ADP
ajird-55	23	10	the	the	DET
ajird-55	23	11	world	world	NOUN
ajird-55	23	12	that	that	PRON
ajird-55	23	13	has	have	AUX
ajird-55	23	14	become	become	VERB
ajird-55	23	15	increasingly	increasingly	ADV
ajird-55	23	16	global	global	ADJ
ajird-55	23	17	and	and	CCONJ
ajird-55	23	18	common	common	ADJ
ajird-55	23	19	needs	need	NOUN
ajird-55	23	20	.	.	PUNCT
ajird-55	24	1	for	for	ADP
ajird-55	24	2	this	this	DET
ajird-55	24	3	reason	reason	NOUN
ajird-55	24	4	,	,	PUNCT
ajird-55	24	5	a	a	DET
ajird-55	24	6	sub	sub	NOUN
ajird-55	24	7	-	-	NOUN
ajird-55	24	8	discipline	discipline	NOUN
ajird-55	24	9	such	such	ADJ
ajird-55	24	10	as	as	ADP
ajird-55	24	11	database	database	NOUN
ajird-55	24	12	,	,	PUNCT
ajird-55	24	13	artificial	artificial	ADJ
ajird-55	24	14	intelligence	intelligence	NOUN
ajird-55	24	15	,	,	PUNCT
ajird-55	24	16	architecture	architecture	NOUN
ajird-55	24	17	,	,	PUNCT
ajird-55	24	18	graphics	graphic	NOUN
ajird-55	24	19	has	have	AUX
ajird-55	24	20	been	be	AUX
ajird-55	24	21	established	establish	VERB
ajird-55	24	22	under	under	ADP
ajird-55	24	23	the	the	DET
ajird-55	24	24	name	name	NOUN
ajird-55	24	25	of	of	ADP
ajird-55	24	26	"	"	PUNCT
ajird-55	24	27	software	software	NOUN
ajird-55	24	28	engineering	engineering	NOUN
ajird-55	24	29	"	"	PUNCT
ajird-55	24	30	within	within	ADP
ajird-55	24	31	the	the	DET
ajird-55	24	32	scope	scope	NOUN
ajird-55	24	33	of	of	ADP
ajird-55	24	34	the	the	DET
ajird-55	24	35	computer	computer	NOUN
ajird-55	24	36	science	science	NOUN
ajird-55	24	37	main	main	ADJ
ajird-55	24	38	discipline	discipline	NOUN
ajird-55	24	39	at	at	ADP
ajird-55	24	40	universities	university	NOUN
ajird-55	24	41	,	,	PUNCT
ajird-55	24	42	and	and	CCONJ
ajird-55	24	43	various	various	ADJ
ajird-55	24	44	disciplines	discipline	NOUN
ajird-55	24	45	and	and	CCONJ
ajird-55	24	46	standards	standard	NOUN
ajird-55	24	47	have	have	AUX
ajird-55	24	48	been	be	AUX
ajird-55	24	49	defined	define	VERB
ajird-55	24	50	by	by	ADP
ajird-55	24	51	international	international	ADJ
ajird-55	24	52	organizations	organization	NOUN
ajird-55	24	53	in	in	ADP
ajird-55	24	54	this	this	DET
ajird-55	24	55	field	field	NOUN
ajird-55	24	56	.	.	PUNCT
ajird-55	25	1	started	start	VERB
ajird-55	25	2	to	to	PART
ajird-55	25	3	be	be	AUX
ajird-55	25	4	watched	watch	VERB
ajird-55	25	5	as	as	ADP
ajird-55	25	6	a	a	DET
ajird-55	25	7	partner	partner	NOUN
ajird-55	25	8	.	.	PUNCT
ajird-55	26	1	this	this	DET
ajird-55	26	2	book	book	NOUN
ajird-55	26	3	emphasizes	emphasize	VERB
ajird-55	26	4	the	the	DET
ajird-55	26	5	importance	importance	NOUN
ajird-55	26	6	of	of	ADP
ajird-55	26	7	software	software	NOUN
ajird-55	26	8	and	and	CCONJ
ajird-55	26	9	software	software	NOUN
ajird-55	26	10	engineering	engineering	NOUN
ajird-55	26	11	,	,	PUNCT
ajird-55	26	12	approaches	approach	VERB
ajird-55	26	13	software	software	NOUN
ajird-55	26	14	engineering	engineering	NOUN
ajird-55	26	15	with	with	ADP
ajird-55	26	16	the	the	DET
ajird-55	26	17	system	system	NOUN
ajird-55	26	18	engineering	engineering	NOUN
ajird-55	26	19	window	window	NOUN
ajird-55	26	20	,	,	PUNCT
ajird-55	26	21	gives	give	VERB
ajird-55	26	22	information	information	NOUN
ajird-55	26	23	about	about	ADP
ajird-55	26	24	what	what	PRON
ajird-55	26	25	software	software	NOUN
ajird-55	26	26	engineering	engineering	NOUN
ajird-55	26	27	is	be	AUX
ajird-55	26	28	,	,	PUNCT
ajird-55	26	29	and	and	CCONJ
ajird-55	26	30	talks	talk	VERB
ajird-55	26	31	about	about	ADP
ajird-55	26	32	the	the	DET
ajird-55	26	33	most	most	ADV
ajird-55	26	34	modern	modern	ADJ
ajird-55	26	35	software	software	NOUN
ajird-55	26	36	development	development	NOUN
ajird-55	26	37	techniques	technique	NOUN
ajird-55	26	38	,	,	PUNCT
ajird-55	26	39	methods	method	NOUN
ajird-55	26	40	and	and	CCONJ
ajird-55	26	41	standards	standard	NOUN
ajird-55	26	42	.	.	PUNCT
ajird-55	27	1	however	however	ADV
ajird-55	27	2	,	,	PUNCT
ajird-55	27	3	in	in	ADP
ajird-55	27	4	the	the	DET
ajird-55	27	5	book	book	NOUN
ajird-55	27	6	a	a	DET
ajird-55	27	7	specific	specific	ADJ
ajird-55	27	8	method	method	NOUN
ajird-55	27	9	,	,	PUNCT
ajird-55	27	10	a	a	DET
ajird-55	27	11	standard	standard	ADJ
ajird-55	27	12	commercial	commercial	ADJ
ajird-55	27	13	package	package	NOUN
ajird-55	27	14	software	software	NOUN
ajird-55	27	15	or	or	CCONJ
ajird-55	27	16	a	a	DET
ajird-55	27	17	programming	programming	NOUN
ajird-55	27	18	language	language	NOUN
ajird-55	27	19	as	as	ADP
ajird-55	27	20	a	a	DET
ajird-55	27	21	base	base	NOUN
ajird-55	27	22	various	various	ADJ
ajird-55	27	23	general	general	ADJ
ajird-55	27	24	information	information	NOUN
ajird-55	27	25	is	be	AUX
ajird-55	27	26	given	give	VERB
ajird-55	27	27	,	,	PUNCT
ajird-55	27	28	with	with	ADP
ajird-55	27	29	emphasis	emphasis	NOUN
ajird-55	27	30	only	only	ADV
ajird-55	27	31	on	on	ADP
ajird-55	27	32	basic	basic	ADJ
ajird-55	27	33	rules	rule	NOUN
ajird-55	27	34	and	and	CCONJ
ajird-55	27	35	principles	principle	NOUN
ajird-55	27	36	.	.	PUNCT
ajird-55	28	1	in	in	ADP
ajird-55	28	2	the	the	DET
ajird-55	28	3	thesis	thesis	NOUN
ajird-55	28	4	,	,	PUNCT
ajird-55	28	5	first	first	ADV
ajird-55	28	6	of	of	ADP
ajird-55	28	7	all	all	PRON
ajird-55	28	8	,	,	PUNCT
ajird-55	28	9	computer	computer	NOUN
ajird-55	28	10	-	-	PUNCT
ajird-55	28	11	based	base	VERB
ajird-55	28	12	systems	system	NOUN
ajird-55	28	13	are	be	AUX
ajird-55	28	14	introduced	introduce	VERB
ajird-55	28	15	,	,	PUNCT
ajird-55	28	16	the	the	DET
ajird-55	28	17	general	general	ADJ
ajird-55	28	18	features	feature	NOUN
ajird-55	28	19	of	of	ADP
ajird-55	28	20	the	the	DET
ajird-55	28	21	systems	system	NOUN
ajird-55	28	22	are	be	AUX
ajird-55	28	23	mentioned	mention	VERB
ajird-55	28	24	,	,	PUNCT
ajird-55	28	25	it	it	PRON
ajird-55	28	26	is	be	AUX
ajird-55	28	27	emphasized	emphasize	VERB
ajird-55	28	28	that	that	SCONJ
ajird-55	28	29	the	the	DET
ajird-55	28	30	software	software	NOUN
ajird-55	28	31	is	be	AUX
ajird-55	28	32	not	not	PART
ajird-55	28	33	a	a	DET
ajird-55	28	34	stand	stand	VERB
ajird-55	28	35	-	-	PUNCT
ajird-55	28	36	alone	alone	ADJ
ajird-55	28	37	system	system	NOUN
ajird-55	28	38	and	and	CCONJ
ajird-55	28	39	that	that	SCONJ
ajird-55	28	40	development	development	NOUN
ajird-55	28	41	must	must	AUX
ajird-55	28	42	be	be	AUX
ajird-55	28	43	made	make	VERB
ajird-55	28	44	with	with	ADP
ajird-55	28	45	a	a	DET
ajird-55	28	46	system	system	NOUN
ajird-55	28	47	idea	idea	NOUN
ajird-55	28	48	.	.	PUNCT
ajird-55	29	1	for	for	ADP
ajird-55	29	2	this	this	DET
ajird-55	29	3	purpose	purpose	NOUN
ajird-55	29	4	system	system	NOUN
ajird-55	29	5	engineering	engineering	NOUN
ajird-55	29	6	,	,	PUNCT
ajird-55	29	7	methods	method	NOUN
ajird-55	29	8	applied	apply	VERB
ajird-55	29	9	in	in	ADP
ajird-55	29	10	the	the	DET
ajird-55	29	11	system	system	NOUN
ajird-55	29	12	development	development	NOUN
ajird-55	29	13	process	process	NOUN
ajird-55	29	14	and	and	CCONJ
ajird-55	29	15	the	the	DET
ajird-55	29	16	place	place	NOUN
ajird-55	29	17	of	of	ADP
ajird-55	29	18	software	software	NOUN
ajird-55	29	19	in	in	ADP
ajird-55	29	20	the	the	DET
ajird-55	29	21	system	system	NOUN
ajird-55	29	22	life	life	NOUN
ajird-55	29	23	cycle	cycle	NOUN
ajird-55	29	24	are	be	AUX
ajird-55	29	25	emphasized	emphasize	VERB
ajird-55	29	26	.	.	PUNCT
ajird-55	30	1	only	only	ADV
ajird-55	30	2	software	software	NOUN
ajird-55	30	3	development	development	NOUN
ajird-55	30	4	processes	process	NOUN
ajird-55	30	5	among	among	ADP
ajird-55	30	6	the	the	DET
ajird-55	30	7	software	software	NOUN
ajird-55	30	8	and	and	CCONJ
ajird-55	30	9	hardware	hardware	NOUN
ajird-55	30	10	development	development	NOUN
ajird-55	30	11	activities	activity	NOUN
ajird-55	30	12	that	that	PRON
ajird-55	30	13	make	make	VERB
ajird-55	30	14	up	up	ADP
ajird-55	30	15	the	the	DET
ajird-55	30	16	system	system	NOUN
ajird-55	30	17	.	.	PUNCT
ajird-55	31	1	its	its	PRON
ajird-55	31	2	methods	method	NOUN
ajird-55	31	3	and	and	CCONJ
ajird-55	31	4	attributes	attribute	NOUN
ajird-55	31	5	are	be	AUX
ajird-55	31	6	explained	explain	VERB
ajird-55	31	7	,	,	PUNCT
ajird-55	31	8	and	and	CCONJ
ajird-55	31	9	the	the	DET
ajird-55	31	10	software	software	NOUN
ajird-55	31	11	life	life	NOUN
ajird-55	31	12	cycle	cycle	NOUN
ajird-55	31	13	is	be	AUX
ajird-55	31	14	explained	explain	VERB
ajird-55	31	15	in	in	ADP
ajird-55	31	16	detail	detail	NOUN
ajird-55	31	17	.	.	PUNCT
ajird-55	32	1	throughout	throughout	ADP
ajird-55	32	2	the	the	DET
ajird-55	32	3	entire	entire	ADJ
ajird-55	32	4	book	book	NOUN
ajird-55	32	5	,	,	PUNCT
ajird-55	32	6	development	development	NOUN
ajird-55	32	7	and	and	CCONJ
ajird-55	32	8	documentation	documentation	NOUN
ajird-55	32	9	are	be	AUX
ajird-55	32	10	based	base	VERB
ajird-55	32	11	on	on	ADP
ajird-55	32	12	standards	standard	NOUN
ajird-55	32	13	,	,	PUNCT
ajird-55	32	14	with	with	ADP
ajird-55	32	15	sample	sample	NOUN
ajird-55	32	16	templates	template	NOUN
ajird-55	32	17	for	for	ADP
ajird-55	32	18	some	some	DET
ajird-55	32	19	documents	document	NOUN
ajird-55	32	20	.	.	PUNCT
ajird-55	33	1	small	small	ADJ
ajird-55	33	2	software	software	NOUN
ajird-55	33	3	is	be	AUX
ajird-55	33	4	now	now	ADV
ajird-55	33	5	everyone	everyone	PRON
ajird-55	33	6	the	the	DET
ajird-55	33	7	methodology	methodology	NOUN
ajird-55	33	8	and	and	CCONJ
ajird-55	33	9	activities	activity	NOUN
ajird-55	33	10	for	for	ADP
ajird-55	33	11	the	the	DET
ajird-55	33	12	high	high	ADJ
ajird-55	33	13	quality	quality	NOUN
ajird-55	33	14	development	development	NOUN
ajird-55	33	15	of	of	ADP
ajird-55	33	16	medium	medium	ADJ
ajird-55	33	17	and	and	CCONJ
ajird-55	33	18	largescale	largescale	NOUN
ajird-55	33	19	software	software	NOUN
ajird-55	33	20	are	be	AUX
ajird-55	33	21	constantly	constantly	ADV
ajird-55	33	22	mentioned	mention	VERB
ajird-55	33	23	.	.	PUNCT
ajird-55	34	1	computer	computer	NOUN
ajird-55	34	2	engineering	engineering	NOUN
ajird-55	34	3	is	be	AUX
ajird-55	34	4	a	a	DET
ajird-55	34	5	very	very	ADV
ajird-55	34	6	broad	broad	ADJ
ajird-55	34	7	science	science	NOUN
ajird-55	34	8	with	with	ADP
ajird-55	34	9	various	various	ADJ
ajird-55	34	10	sub	sub	NOUN
ajird-55	34	11	-	-	NOUN
ajird-55	34	12	branches	branch	NOUN
ajird-55	34	13	.	.	PUNCT
ajird-55	35	1	this	this	DET
ajird-55	35	2	work	work	NOUN
ajird-55	35	3	focuses	focus	VERB
ajird-55	35	4	on	on	ADP
ajird-55	35	5	software	software	NOUN
ajird-55	35	6	engineering	engineer	VERB
ajird-55	35	7	only	only	ADV
ajird-55	35	8	.	.	PUNCT
ajird-55	36	1	software	software	NOUN
ajird-55	36	2	included	include	VERB
ajird-55	36	3	in	in	ADP
ajird-55	36	4	the	the	DET
ajird-55	36	5	work	work	NOUN
ajird-55	36	6	engineering	engineering	NOUN
ajird-55	36	7	subjects	subject	NOUN
ajird-55	36	8	should	should	AUX
ajird-55	36	9	be	be	AUX
ajird-55	36	10	considered	consider	VERB
ajird-55	36	11	as	as	ADP
ajird-55	36	12	preliminary	preliminary	ADJ
ajird-55	36	13	american	american	ADJ
ajird-55	36	14	journal	journal	PROPN
ajird-55	36	15	of	of	ADP
ajird-55	36	16	interdisciplinary	interdisciplinary	ADJ
ajird-55	36	17	research	research	NOUN
ajird-55	36	18	and	and	CCONJ
ajird-55	36	19	development	development	NOUN
ajird-55	36	20	issn	issn	PROPN
ajird-55	36	21	online	online	NOUN
ajird-55	36	22	:	:	PUNCT
ajird-55	36	23	2771	2771	NUM
ajird-55	36	24	-	-	SYM
ajird-55	36	25	8948	8948	NUM
ajird-55	36	26	website	website	NOUN
ajird-55	36	27	:	:	PUNCT
ajird-55	36	28	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-55	36	29	volume	volume	NOUN
ajird-55	36	30	04	04	NUM
ajird-55	36	31	,	,	PUNCT
ajird-55	36	32	may	may	AUX
ajird-55	36	33	,	,	PUNCT
ajird-55	36	34	2022	2022	NUM
ajird-55	36	35	82	82	NUM
ajird-55	37	1	|	|	ADV
ajird-55	37	2	p	p	NOUN
ajird-55	37	3	a	a	DET
ajird-55	37	4	g	g	NOUN
ajird-55	37	5	e	e	NOUN
ajird-55	37	6	information	information	NOUN
ajird-55	37	7	,	,	PUNCT
ajird-55	37	8	and	and	CCONJ
ajird-55	37	9	other	other	ADJ
ajird-55	37	10	sources	source	NOUN
ajird-55	37	11	should	should	AUX
ajird-55	37	12	be	be	AUX
ajird-55	37	13	consulted	consult	VERB
ajird-55	37	14	to	to	PART
ajird-55	37	15	obtain	obtain	VERB
ajird-55	37	16	more	more	ADV
ajird-55	37	17	detailed	detailed	ADJ
ajird-55	37	18	information	information	NOUN
ajird-55	37	19	on	on	ADP
ajird-55	37	20	a	a	DET
ajird-55	37	21	specific	specific	ADJ
ajird-55	37	22	subject	subject	NOUN
ajird-55	37	23	such	such	ADJ
ajird-55	37	24	as	as	ADP
ajird-55	37	25	wish	wish	NOUN
ajird-55	37	26	specification	specification	NOUN
ajird-55	37	27	,	,	PUNCT
ajird-55	37	28	structural	structural	ADJ
ajird-55	37	29	design	design	NOUN
ajird-55	37	30	,	,	PUNCT
ajird-55	37	31	object	object	VERB
ajird-55	37	32	oriented	orient	VERB
ajird-55	37	33	analysis	analysis	NOUN
ajird-55	37	34	and	and	CCONJ
ajird-55	37	35	design	design	NOUN
ajird-55	37	36	,	,	PUNCT
ajird-55	37	37	test	test	NOUN
ajird-55	37	38	engineering	engineering	NOUN
ajird-55	37	39	.	.	PUNCT
ajird-55	38	1	contributions	contribution	NOUN
ajird-55	38	2	of	of	ADP
ajird-55	38	3	the	the	DET
ajird-55	38	4	thesis	thesis	NOUN
ajird-55	38	5	presented	present	VERB
ajird-55	38	6	new	new	ADJ
ajird-55	38	7	software	software	NOUN
ajird-55	38	8	cost	cost	NOUN
ajird-55	38	9	estimation	estimation	NOUN
ajird-55	38	10	system	system	NOUN
ajird-55	38	11	combining	combine	VERB
ajird-55	38	12	the	the	DET
ajird-55	38	13	factor	factor	NOUN
ajird-55	38	14	analysis	analysis	NOUN
ajird-55	38	15	technique	technique	NOUN
ajird-55	38	16	with	with	ADP
ajird-55	38	17	naïve	naïve	ADJ
ajird-55	38	18	bayes	bayes	NOUN
ajird-55	38	19	classifier	classifier	NOUN
ajird-55	38	20	.	.	PUNCT
ajird-55	39	1	the	the	DET
ajird-55	39	2	proposed	propose	VERB
ajird-55	39	3	system	system	NOUN
ajird-55	39	4	presented	present	VERB
ajird-55	39	5	accurate	accurate	ADJ
ajird-55	39	6	results	result	NOUN
ajird-55	39	7	when	when	SCONJ
ajird-55	39	8	compared	compare	VERB
ajird-55	39	9	with	with	ADP
ajird-55	39	10	several	several	ADJ
ajird-55	39	11	studies	study	NOUN
ajird-55	39	12	in	in	ADP
ajird-55	39	13	literature	literature	NOUN
ajird-55	39	14	.	.	PUNCT
ajird-55	40	1	the	the	DET
ajird-55	40	2	system	system	NOUN
ajird-55	40	3	presented	present	VERB
ajird-55	40	4	low	low	ADJ
ajird-55	40	5	execution	execution	NOUN
ajird-55	40	6	time	time	NOUN
ajird-55	40	7	and	and	CCONJ
ajird-55	40	8	increase	increase	VERB
ajird-55	40	9	the	the	DET
ajird-55	40	10	speed	speed	NOUN
ajird-55	40	11	of	of	ADP
ajird-55	40	12	naïve	naïve	ADJ
ajird-55	40	13	classifier	classifier	NOUN
ajird-55	40	14	when	when	SCONJ
ajird-55	40	15	dealing	deal	VERB
ajird-55	40	16	with	with	ADP
ajird-55	40	17	large	large	ADJ
ajird-55	40	18	datasets	dataset	NOUN
ajird-55	40	19	.	.	PUNCT
ajird-55	41	1	research	research	NOUN
ajird-55	41	2	questions	question	NOUN
ajird-55	41	3	in	in	ADP
ajird-55	41	4	this	this	DET
ajird-55	41	5	thesis	thesis	NOUN
ajird-55	41	6	,	,	PUNCT
ajird-55	41	7	several	several	ADJ
ajird-55	41	8	points	point	NOUN
ajird-55	41	9	were	be	AUX
ajird-55	41	10	studied	study	VERB
ajird-55	41	11	and	and	CCONJ
ajird-55	41	12	investigated	investigate	VERB
ajird-55	41	13	to	to	PART
ajird-55	41	14	deal	deal	VERB
ajird-55	41	15	with	with	ADP
ajird-55	41	16	ids	id	NOUN
ajird-55	41	17	attacks	attack	NOUN
ajird-55	41	18	,	,	PUNCT
ajird-55	41	19	these	these	DET
ajird-55	41	20	points	point	NOUN
ajird-55	41	21	are	be	AUX
ajird-55	41	22	described	describe	VERB
ajird-55	41	23	below	below	ADV
ajird-55	41	24	.	.	PUNCT
ajird-55	42	1	how	how	SCONJ
ajird-55	42	2	to	to	PART
ajird-55	42	3	detect	detect	VERB
ajird-55	42	4	the	the	DET
ajird-55	42	5	software	software	NOUN
ajird-55	42	6	cost	cost	NOUN
ajird-55	42	7	estimation	estimation	NOUN
ajird-55	42	8	in	in	ADP
ajird-55	42	9	minimum	minimum	ADJ
ajird-55	42	10	cost	cost	NOUN
ajird-55	42	11	and	and	CCONJ
ajird-55	42	12	accurate	accurate	ADJ
ajird-55	42	13	performance	performance	NOUN
ajird-55	42	14	?	?	PUNCT
ajird-55	43	1	how	how	SCONJ
ajird-55	43	2	to	to	PART
ajird-55	43	3	determine	determine	VERB
ajird-55	43	4	the	the	DET
ajird-55	43	5	classification	classification	NOUN
ajird-55	43	6	technique	technique	NOUN
ajird-55	43	7	to	to	PART
ajird-55	43	8	detect	detect	VERB
ajird-55	43	9	software	software	NOUN
ajird-55	43	10	cost	cost	NOUN
ajird-55	43	11	estimation	estimation	NOUN
ajird-55	43	12	?	?	PUNCT
ajird-55	44	1	how	how	SCONJ
ajird-55	44	2	to	to	PART
ajird-55	44	3	increase	increase	VERB
ajird-55	44	4	the	the	DET
ajird-55	44	5	accuracy	accuracy	NOUN
ajird-55	44	6	by	by	ADP
ajird-55	44	7	combining	combine	VERB
ajird-55	44	8	naïve	naïve	ADJ
ajird-55	44	9	bayes	baye	NOUN
ajird-55	44	10	with	with	ADP
ajird-55	44	11	factor	factor	NOUN
ajird-55	44	12	analysis	analysis	NOUN
ajird-55	44	13	?	?	PUNCT
ajird-55	45	1	how	how	SCONJ
ajird-55	45	2	applied	apply	VERB
ajird-55	45	3	factor	factor	NOUN
ajird-55	45	4	analysis	analysis	NOUN
ajird-55	45	5	to	to	PART
ajird-55	45	6	improve	improve	VERB
ajird-55	45	7	the	the	DET
ajird-55	45	8	naïve	naïve	ADJ
ajird-55	45	9	bayes	bayes	NOUN
ajird-55	45	10	classifier	classifier	NOUN
ajird-55	45	11	?	?	PUNCT
ajird-55	46	1	thesis	thesis	NOUN
ajird-55	46	2	hypotheses	hypothesis	NOUN
ajird-55	46	3	machine	machine	NOUN
ajird-55	46	4	learning	learning	NOUN
ajird-55	46	5	presented	present	VERB
ajird-55	46	6	computer	computer	NOUN
ajird-55	46	7	programs	program	NOUN
ajird-55	46	8	in	in	ADP
ajird-55	46	9	a	a	DET
ajird-55	46	10	beneficial	beneficial	ADJ
ajird-55	46	11	method	method	NOUN
ajird-55	46	12	to	to	PART
ajird-55	46	13	achieve	achieve	VERB
ajird-55	46	14	software	software	NOUN
ajird-55	46	15	cost	cost	NOUN
ajird-55	46	16	estimation	estimation	NOUN
ajird-55	46	17	.	.	PUNCT
ajird-55	47	1	effective	effective	ADJ
ajird-55	47	2	systems	system	NOUN
ajird-55	47	3	with	with	ADP
ajird-55	47	4	low	low	ADJ
ajird-55	47	5	cost	cost	NOUN
ajird-55	47	6	developed	develop	VERB
ajird-55	47	7	using	use	VERB
ajird-55	47	8	data	datum	NOUN
ajird-55	47	9	mining	mining	NOUN
ajird-55	47	10	techniques	technique	NOUN
ajird-55	47	11	in	in	ADP
ajird-55	47	12	different	different	ADJ
ajird-55	47	13	fields	field	NOUN
ajird-55	47	14	of	of	ADP
ajird-55	47	15	software	software	NOUN
ajird-55	47	16	engineering	engineering	NOUN
ajird-55	47	17	.	.	PUNCT
ajird-55	48	1	combine	combine	VERB
ajird-55	48	2	feature	feature	NOUN
ajird-55	48	3	selection	selection	NOUN
ajird-55	48	4	technique	technique	NOUN
ajird-55	48	5	factor	factor	NOUN
ajird-55	48	6	analysis	analysis	NOUN
ajird-55	48	7	with	with	ADP
ajird-55	48	8	naïve	naïve	ADJ
ajird-55	48	9	bayes	baye	NOUN
ajird-55	48	10	.	.	PUNCT
ajird-55	49	1	overview	overview	NOUN
ajird-55	49	2	software	software	NOUN
ajird-55	49	3	engineering	engineering	NOUN
ajird-55	49	4	costs	cost	NOUN
ajird-55	49	5	estimation	estimation	NOUN
ajird-55	49	6	software	software	NOUN
ajird-55	49	7	engineering	engineering	NOUN
ajird-55	49	8	(	(	PUNCT
ajird-55	49	9	industrial	industrial	ADJ
ajird-55	49	10	programming	programming	NOUN
ajird-55	49	11	)	)	PUNCT
ajird-55	49	12	is	be	AUX
ajird-55	49	13	commonly	commonly	ADV
ajird-55	49	14	associated	associate	VERB
ajird-55	49	15	with	with	ADP
ajird-55	49	16	development	development	NOUN
ajird-55	49	17	of	of	ADP
ajird-55	49	18	large	large	ADJ
ajird-55	49	19	and	and	CCONJ
ajird-55	49	20	complex	complex	ADJ
ajird-55	49	21	programs	program	NOUN
ajird-55	49	22	by	by	ADP
ajird-55	49	23	teams	team	NOUN
ajird-55	49	24	of	of	ADP
ajird-55	49	25	developers	developer	NOUN
ajird-55	49	26	.	.	PUNCT
ajird-55	50	1	becoming	become	VERB
ajird-55	50	2	and	and	CCONJ
ajird-55	50	3	the	the	DET
ajird-55	50	4	development	development	NOUN
ajird-55	50	5	of	of	ADP
ajird-55	50	6	this	this	DET
ajird-55	50	7	area	area	NOUN
ajird-55	50	8	of	of	ADP
ajird-55	50	9	activity	activity	NOUN
ajird-55	50	10	was	be	AUX
ajird-55	50	11	caused	cause	VERB
ajird-55	50	12	by	by	ADP
ajird-55	50	13	a	a	DET
ajird-55	50	14	number	number	NOUN
ajird-55	50	15	of	of	ADP
ajird-55	50	16	problems	problem	NOUN
ajird-55	50	17	associated	associate	VERB
ajird-55	50	18	with	with	ADP
ajird-55	50	19	the	the	DET
ajird-55	50	20	high	high	ADJ
ajird-55	50	21	the	the	DET
ajird-55	50	22	cost	cost	NOUN
ajird-55	50	23	of	of	ADP
ajird-55	50	24	software	software	NOUN
ajird-55	50	25	,	,	PUNCT
ajird-55	50	26	the	the	DET
ajird-55	50	27	complexity	complexity	NOUN
ajird-55	50	28	of	of	ADP
ajird-55	50	29	its	its	PRON
ajird-55	50	30	creation	creation	NOUN
ajird-55	50	31	,	,	PUNCT
ajird-55	50	32	the	the	DET
ajird-55	50	33	need	need	NOUN
ajird-55	50	34	management	management	NOUN
ajird-55	50	35	and	and	CCONJ
ajird-55	50	36	forecasting	forecasting	NOUN
ajird-55	50	37	of	of	ADP
ajird-55	50	38	development	development	NOUN
ajird-55	50	39	processes	process	NOUN
ajird-55	50	40	.	.	PUNCT
ajird-55	51	1	in	in	ADP
ajird-55	51	2	the	the	DET
ajird-55	51	3	late	late	ADJ
ajird-55	51	4	60s	60	NOUN
ajird-55	51	5	early	early	ADJ
ajird-55	51	6	70s	70	NOUN
ajird-55	51	7	of	of	ADP
ajird-55	51	8	the	the	DET
ajird-55	51	9	last	last	ADJ
ajird-55	51	10	century	century	NOUN
ajird-55	51	11	,	,	PUNCT
ajird-55	51	12	an	an	DET
ajird-55	51	13	event	event	NOUN
ajird-55	51	14	occurred	occur	VERB
ajird-55	51	15	that	that	PRON
ajird-55	51	16	entered	enter	VERB
ajird-55	51	17	history	history	NOUN
ajird-55	51	18	as	as	ADP
ajird-55	51	19	the	the	DET
ajird-55	51	20	first	first	ADJ
ajird-55	51	21	crisis	crisis	NOUN
ajird-55	51	22	of	of	ADP
ajird-55	51	23	programming	programming	NOUN
ajird-55	51	24	.	.	PUNCT
ajird-55	52	1	the	the	DET
ajird-55	52	2	event	event	NOUN
ajird-55	52	3	was	be	AUX
ajird-55	52	4	that	that	SCONJ
ajird-55	52	5	the	the	DET
ajird-55	52	6	cost	cost	NOUN
ajird-55	52	7	software	software	NOUN
ajird-55	52	8	began	begin	VERB
ajird-55	52	9	to	to	PART
ajird-55	52	10	approach	approach	VERB
ajird-55	52	11	the	the	DET
ajird-55	52	12	cost	cost	NOUN
ajird-55	52	13	of	of	ADP
ajird-55	52	14	hardware	hardware	NOUN
ajird-55	52	15	(	(	PUNCT
ajird-55	52	16	"	"	PUNCT
ajird-55	52	17	hardware	hardware	NOUN
ajird-55	52	18	"	"	PUNCT
ajird-55	52	19	)	)	PUNCT
ajird-55	52	20	,	,	PUNCT
ajird-55	52	21	and	and	CCONJ
ajird-55	52	22	the	the	DET
ajird-55	52	23	dynamics	dynamic	NOUN
ajird-55	52	24	of	of	ADP
ajird-55	52	25	growth	growth	NOUN
ajird-55	52	26	of	of	ADP
ajird-55	52	27	these	these	DET
ajird-55	52	28	values	value	NOUN
ajird-55	52	29	made	make	VERB
ajird-55	52	30	it	it	PRON
ajird-55	52	31	possible	possible	ADJ
ajird-55	52	32	to	to	PART
ajird-55	52	33	predict	predict	VERB
ajird-55	52	34	that	that	SCONJ
ajird-55	52	35	by	by	ADP
ajird-55	52	36	the	the	DET
ajird-55	52	37	mid-90s	mid-90	NOUN
ajird-55	52	38	all	all	DET
ajird-55	52	39	humanity	humanity	NOUN
ajird-55	52	40	will	will	AUX
ajird-55	52	41	develop	develop	VERB
ajird-55	52	42	software	software	NOUN
ajird-55	52	43	for	for	ADP
ajird-55	52	44	computers	computer	NOUN
ajird-55	52	45	.	.	PUNCT
ajird-55	53	1	then	then	ADV
ajird-55	53	2	and	and	CCONJ
ajird-55	53	3	started	start	VERB
ajird-55	53	4	talking	talk	VERB
ajird-55	53	5	about	about	ADP
ajird-55	53	6	american	american	ADJ
ajird-55	53	7	journal	journal	PROPN
ajird-55	53	8	of	of	ADP
ajird-55	53	9	interdisciplinary	interdisciplinary	ADJ
ajird-55	53	10	research	research	NOUN
ajird-55	53	11	and	and	CCONJ
ajird-55	53	12	development	development	NOUN
ajird-55	53	13	issn	issn	PROPN
ajird-55	53	14	online	online	NOUN
ajird-55	53	15	:	:	PUNCT
ajird-55	53	16	2771	2771	NUM
ajird-55	53	17	-	-	SYM
ajird-55	53	18	8948	8948	NUM
ajird-55	53	19	website	website	NOUN
ajird-55	53	20	:	:	PUNCT
ajird-55	53	21	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-55	53	22	volume	volume	NOUN
ajird-55	53	23	04	04	NUM
ajird-55	53	24	,	,	PUNCT
ajird-55	53	25	may	may	AUX
ajird-55	53	26	,	,	PUNCT
ajird-55	53	27	2022	2022	NUM
ajird-55	53	28	83	83	NUM
ajird-55	54	1	|	|	ADV
ajird-55	54	2	p	p	NOUN
ajird-55	54	3	a	a	DET
ajird-55	54	4	g	g	NOUN
ajird-55	54	5	e	e	NOUN
ajird-55	54	6	software	software	NOUN
ajird-55	54	7	engineering	engineering	NOUN
ajird-55	54	8	(	(	PUNCT
ajird-55	54	9	or	or	CCONJ
ajird-55	54	10	industrial	industrial	ADJ
ajird-55	54	11	technology	technology	NOUN
ajird-55	54	12	programming	programming	NOUN
ajird-55	54	13	,	,	PUNCT
ajird-55	54	14	as	as	SCONJ
ajird-55	54	15	it	it	PRON
ajird-55	54	16	was	be	AUX
ajird-55	54	17	called	call	VERB
ajird-55	54	18	in	in	ADP
ajird-55	54	19	russia	russia	PROPN
ajird-55	54	20	)	)	PUNCT
ajird-55	54	21	as	as	ADP
ajird-55	54	22	a	a	DET
ajird-55	54	23	kind	kind	NOUN
ajird-55	54	24	of	of	ADP
ajird-55	54	25	discipline	discipline	NOUN
ajird-55	54	26	,	,	PUNCT
ajird-55	54	27	the	the	DET
ajird-55	54	28	goal	goal	NOUN
ajird-55	54	29	which	which	PRON
ajird-55	54	30	is	be	AUX
ajird-55	54	31	to	to	PART
ajird-55	54	32	reduce	reduce	VERB
ajird-55	54	33	the	the	DET
ajird-55	54	34	cost	cost	NOUN
ajird-55	54	35	of	of	ADP
ajird-55	54	36	programs	program	NOUN
ajird-55	54	37	.	.	PUNCT
ajird-55	55	1	since	since	SCONJ
ajird-55	55	2	then	then	ADV
ajird-55	55	3	,	,	PUNCT
ajird-55	55	4	software	software	NOUN
ajird-55	55	5	engineering	engineering	NOUN
ajird-55	55	6	has	have	AUX
ajird-55	55	7	developed	develop	VERB
ajird-55	55	8	quite	quite	ADV
ajird-55	55	9	rapidly	rapidly	ADV
ajird-55	55	10	.	.	PUNCT
ajird-55	56	1	stages	stage	NOUN
ajird-55	56	2	the	the	DET
ajird-55	56	3	development	development	NOUN
ajird-55	56	4	of	of	ADP
ajird-55	56	5	software	software	NOUN
ajird-55	56	6	engineering	engineering	NOUN
ajird-55	56	7	can	can	AUX
ajird-55	56	8	be	be	AUX
ajird-55	56	9	distinguished	distinguish	VERB
ajird-55	56	10	in	in	ADP
ajird-55	56	11	different	different	ADJ
ajird-55	56	12	ways	way	NOUN
ajird-55	56	13	.	.	PUNCT
ajird-55	57	1	each	each	DET
ajird-55	57	2	stage	stage	NOUN
ajird-55	57	3	is	be	AUX
ajird-55	57	4	associated	associate	VERB
ajird-55	57	5	with	with	ADP
ajird-55	57	6	the	the	DET
ajird-55	57	7	emergence	emergence	NOUN
ajird-55	57	8	(	(	PUNCT
ajird-55	57	9	or	or	CCONJ
ajird-55	57	10	awareness	awareness	NOUN
ajird-55	57	11	)	)	PUNCT
ajird-55	57	12	of	of	ADP
ajird-55	57	13	the	the	DET
ajird-55	57	14	next	next	ADJ
ajird-55	57	15	problem	problem	NOUN
ajird-55	57	16	and	and	CCONJ
ajird-55	57	17	finding	find	VERB
ajird-55	57	18	ways	way	NOUN
ajird-55	57	19	and	and	CCONJ
ajird-55	57	20	means	mean	VERB
ajird-55	57	21	solutions	solution	NOUN
ajird-55	57	22	to	to	ADP
ajird-55	57	23	this	this	DET
ajird-55	57	24	problem	problem	NOUN
ajird-55	57	25	.	.	PUNCT
ajird-55	58	1	the	the	DET
ajird-55	58	2	term	term	NOUN
ajird-55	58	3	itself	itself	PRON
ajird-55	58	4	software	software	NOUN
ajird-55	58	5	engineering	engineering	NOUN
ajird-55	58	6	(	(	PUNCT
ajird-55	58	7	software	software	NOUN
ajird-55	58	8	engineering	engineering	NOUN
ajird-55	58	9	)	)	PUNCT
ajird-55	58	10	was	be	AUX
ajird-55	58	11	first	first	ADV
ajird-55	58	12	voiced	voice	VERB
ajird-55	58	13	in	in	ADP
ajird-55	58	14	october	october	PROPN
ajird-55	58	15	1968	1968	NUM
ajird-55	58	16	at	at	ADP
ajird-55	58	17	a	a	DET
ajird-55	58	18	conference	conference	NOUN
ajird-55	58	19	of	of	ADP
ajird-55	58	20	the	the	DET
ajird-55	58	21	nato	nato	PROPN
ajird-55	58	22	science	science	NOUN
ajird-55	58	23	and	and	CCONJ
ajird-55	58	24	technology	technology	NOUN
ajird-55	58	25	subcommittee	subcommittee	NOUN
ajird-55	58	26	(	(	PUNCT
ajird-55	58	27	garmisch	garmisch	PROPN
ajird-55	58	28	,	,	PUNCT
ajird-55	58	29	germany	germany	PROPN
ajird-55	58	30	)	)	PUNCT
ajird-55	58	31	.	.	PUNCT
ajird-55	59	1	50	50	NUM
ajird-55	59	2	professional	professional	ADJ
ajird-55	59	3	software	software	NOUN
ajird-55	59	4	developers	developer	NOUN
ajird-55	59	5	from	from	ADP
ajird-55	59	6	11	11	NUM
ajird-55	59	7	countries	country	NOUN
ajird-55	59	8	attended	attend	VERB
ajird-55	59	9	.	.	PUNCT
ajird-55	60	1	considered	consider	VERB
ajird-55	60	2	design	design	NOUN
ajird-55	60	3	,	,	PUNCT
ajird-55	60	4	development	development	NOUN
ajird-55	60	5	,	,	PUNCT
ajird-55	60	6	distribution	distribution	NOUN
ajird-55	60	7	and	and	CCONJ
ajird-55	60	8	support	support	NOUN
ajird-55	60	9	issues	issue	NOUN
ajird-55	60	10	programs	program	NOUN
ajird-55	60	11	.	.	PUNCT
ajird-55	61	1	there	there	ADV
ajird-55	61	2	,	,	PUNCT
ajird-55	61	3	for	for	ADP
ajird-55	61	4	the	the	DET
ajird-55	61	5	first	first	ADJ
ajird-55	61	6	time	time	NOUN
ajird-55	61	7	,	,	PUNCT
ajird-55	61	8	the	the	DET
ajird-55	61	9	term	term	NOUN
ajird-55	61	10	"	"	PUNCT
ajird-55	61	11	software	software	NOUN
ajird-55	61	12	engineering	engineering	NOUN
ajird-55	61	13	"	"	PUNCT
ajird-55	61	14	was	be	AUX
ajird-55	61	15	heard	hear	VERB
ajird-55	61	16	as	as	ADP
ajird-55	61	17	a	a	DET
ajird-55	61	18	certain	certain	ADJ
ajird-55	61	19	the	the	DET
ajird-55	61	20	discipline	discipline	NOUN
ajird-55	61	21	to	to	PART
ajird-55	61	22	be	be	AUX
ajird-55	61	23	created	create	VERB
ajird-55	61	24	and	and	CCONJ
ajird-55	61	25	guided	guide	VERB
ajird-55	61	26	in	in	ADP
ajird-55	61	27	the	the	DET
ajird-55	61	28	decision	decision	NOUN
ajird-55	61	29	listed	list	VERB
ajird-55	61	30	problems	problem	NOUN
ajird-55	61	31	.	.	PUNCT
ajird-55	62	1	in	in	ADP
ajird-55	62	2	the	the	DET
ajird-55	62	3	early	early	ADJ
ajird-55	62	4	stages	stage	NOUN
ajird-55	62	5	of	of	ADP
ajird-55	62	6	the	the	DET
ajird-55	62	7	development	development	NOUN
ajird-55	62	8	of	of	ADP
ajird-55	62	9	software	software	NOUN
ajird-55	62	10	engineering	engineering	NOUN
ajird-55	62	11	(	(	PUNCT
ajird-55	62	12	even	even	ADV
ajird-55	62	13	when	when	SCONJ
ajird-55	62	14	it	it	PRON
ajird-55	62	15	is	be	AUX
ajird-55	62	16	has	have	AUX
ajird-55	62	17	not	not	PART
ajird-55	62	18	yet	yet	ADV
ajird-55	62	19	been	be	AUX
ajird-55	62	20	named	name	VERB
ajird-55	62	21	)	)	PUNCT
ajird-55	62	22	it	it	PRON
ajird-55	62	23	was	be	AUX
ajird-55	62	24	noted	note	VERB
ajird-55	62	25	that	that	SCONJ
ajird-55	62	26	the	the	DET
ajird-55	62	27	high	high	ADJ
ajird-55	62	28	cost	cost	NOUN
ajird-55	62	29	of	of	ADP
ajird-55	62	30	programs	program	NOUN
ajird-55	62	31	is	be	AUX
ajird-55	62	32	associated	associate	VERB
ajird-55	62	33	with	with	ADP
ajird-55	62	34	development	development	NOUN
ajird-55	62	35	of	of	ADP
ajird-55	62	36	identical	identical	ADJ
ajird-55	62	37	(	(	PUNCT
ajird-55	62	38	or	or	CCONJ
ajird-55	62	39	similar	similar	ADJ
ajird-55	62	40	)	)	PUNCT
ajird-55	62	41	code	code	NOUN
ajird-55	62	42	fragments	fragment	NOUN
ajird-55	62	43	in	in	ADP
ajird-55	62	44	different	different	ADJ
ajird-55	62	45	programs	program	NOUN
ajird-55	62	46	.	.	PUNCT
ajird-55	63	1	this	this	PRON
ajird-55	63	2	was	be	AUX
ajird-55	63	3	due	due	ADJ
ajird-55	63	4	to	to	ADP
ajird-55	63	5	the	the	DET
ajird-55	63	6	fact	fact	NOUN
ajird-55	63	7	that	that	SCONJ
ajird-55	63	8	in	in	ADP
ajird-55	63	9	various	various	ADJ
ajird-55	63	10	programs	program	NOUN
ajird-55	63	11	,	,	PUNCT
ajird-55	63	12	as	as	ADP
ajird-55	63	13	part	part	NOUN
ajird-55	63	14	of	of	ADP
ajird-55	63	15	these	these	DET
ajird-55	63	16	programs	program	NOUN
ajird-55	63	17	,	,	PUNCT
ajird-55	63	18	the	the	DET
ajird-55	63	19	same	same	ADJ
ajird-55	63	20	(	(	PUNCT
ajird-55	63	21	or	or	CCONJ
ajird-55	63	22	similar	similar	ADJ
ajird-55	63	23	)	)	PUNCT
ajird-55	63	24	tasks	task	NOUN
ajird-55	63	25	:	:	PUNCT
ajird-55	63	26	solving	solve	VERB
ajird-55	63	27	nonlinear	nonlinear	ADJ
ajird-55	63	28	equations	equation	NOUN
ajird-55	63	29	,	,	PUNCT
ajird-55	63	30	calculating	calculate	VERB
ajird-55	63	31	wages	wage	NOUN
ajird-55	63	32	boards	board	NOUN
ajird-55	63	33	,	,	PUNCT
ajird-55	63	34	...	...	PUNCT
ajird-55	63	35	using	use	VERB
ajird-55	63	36	previously	previously	ADV
ajird-55	63	37	written	write	VERB
ajird-55	63	38	fragments	fragment	NOUN
ajird-55	63	39	when	when	SCONJ
ajird-55	63	40	creating	create	VERB
ajird-55	63	41	new	new	ADJ
ajird-55	63	42	programs	program	NOUN
ajird-55	63	43	promised	promise	VERB
ajird-55	63	44	a	a	DET
ajird-55	63	45	significant	significant	ADJ
ajird-55	63	46	reduction	reduction	NOUN
ajird-55	63	47	in	in	ADP
ajird-55	63	48	development	development	NOUN
ajird-55	63	49	time	time	NOUN
ajird-55	63	50	and	and	CCONJ
ajird-55	63	51	cost	cost	NOUN
ajird-55	63	52	.	.	PUNCT
ajird-55	64	1	in	in	ADP
ajird-55	64	2	software	software	NOUN
ajird-55	64	3	development	development	NOUN
ajird-55	64	4	projects	project	NOUN
ajird-55	64	5	,	,	PUNCT
ajird-55	64	6	many	many	ADJ
ajird-55	64	7	errors	error	NOUN
ajird-55	64	8	occur	occur	VERB
ajird-55	64	9	in	in	ADP
ajird-55	64	10	work	work	NOUN
ajird-55	64	11	results	result	NOUN
ajird-55	64	12	such	such	ADJ
ajird-55	64	13	as	as	ADP
ajird-55	64	14	the	the	DET
ajird-55	64	15	technical	technical	ADJ
ajird-55	64	16	concept	concept	NOUN
ajird-55	64	17	or	or	CCONJ
ajird-55	64	18	the	the	DET
ajird-55	64	19	software	software	NOUN
ajird-55	64	20	code	code	NOUN
ajird-55	64	21	.	.	PUNCT
ajird-55	65	1	this	this	DET
ajird-55	65	2	finding	finding	NOUN
ajird-55	65	3	is	be	AUX
ajird-55	65	4	not	not	PART
ajird-55	65	5	surprising	surprising	ADJ
ajird-55	65	6	at	at	ADP
ajird-55	65	7	first	first	ADV
ajird-55	65	8	.	.	PUNCT
ajird-55	66	1	it	it	PRON
ajird-55	66	2	is	be	AUX
ajird-55	66	3	interesting	interesting	ADJ
ajird-55	66	4	,	,	PUNCT
ajird-55	66	5	however	however	ADV
ajird-55	66	6	,	,	PUNCT
ajird-55	66	7	that	that	SCONJ
ajird-55	66	8	various	various	ADJ
ajird-55	66	9	empirical	empirical	ADJ
ajird-55	66	10	studies	study	NOUN
ajird-55	66	11	since	since	SCONJ
ajird-55	66	12	the	the	DET
ajird-55	66	13	mid	mid	NOUN
ajird-55	66	14	-	-	NOUN
ajird-55	66	15	seventies	seventy	NOUN
ajird-55	66	16	until	until	ADP
ajird-55	66	17	today	today	NOUN
ajird-55	66	18	we	we	PRON
ajird-55	66	19	have	have	AUX
ajird-55	66	20	found	find	VERB
ajird-55	66	21	that	that	SCONJ
ajird-55	66	22	the	the	DET
ajird-55	66	23	majority	majority	NOUN
ajird-55	66	24	of	of	ADP
ajird-55	66	25	the	the	DET
ajird-55	66	26	errors	error	NOUN
ajird-55	66	27	,	,	PUNCT
ajird-55	66	28	namely	namely	ADV
ajird-55	66	29	15	15	NUM
ajird-55	66	30	%	%	NOUN
ajird-55	66	31	to	to	PART
ajird-55	66	32	50	50	NUM
ajird-55	66	33	%	%	NOUN
ajird-55	66	34	,	,	PUNCT
ajird-55	66	35	are	be	AUX
ajird-55	66	36	caused	cause	VERB
ajird-55	66	37	by	by	ADP
ajird-55	66	38	the	the	DET
ajird-55	66	39	requirements	requirement	NOUN
ajird-55	66	40	analysis	analysis	NOUN
ajird-55	67	1	[	[	X
ajird-55	67	2	aw05	aw05	PROPN
ajird-55	67	3	]	]	PUNCT
ajird-55	67	4	.	.	PUNCT
ajird-55	68	1	these	these	PRON
ajird-55	68	2	are	be	AUX
ajird-55	68	3	,	,	PUNCT
ajird-55	68	4	on	on	ADP
ajird-55	68	5	the	the	DET
ajird-55	68	6	one	one	NUM
ajird-55	68	7	hand	hand	NOUN
ajird-55	68	8	,	,	PUNCT
ajird-55	68	9	requirement	requirement	NOUN
ajird-55	68	10	errors	error	NOUN
ajird-55	68	11	and	and	CCONJ
ajird-55	68	12	,	,	PUNCT
ajird-55	68	13	on	on	ADP
ajird-55	68	14	the	the	DET
ajird-55	68	15	other	other	ADJ
ajird-55	68	16	hand	hand	NOUN
ajird-55	68	17	,	,	PUNCT
ajird-55	68	18	consequential	consequential	ADJ
ajird-55	68	19	errors	error	NOUN
ajird-55	68	20	in	in	ADP
ajird-55	68	21	the	the	DET
ajird-55	68	22	design	design	NOUN
ajird-55	68	23	and	and	CCONJ
ajird-55	68	24	implementation	implementation	NOUN
ajird-55	68	25	.	.	PUNCT
ajird-55	69	1	the	the	DET
ajird-55	69	2	investigations	investigation	NOUN
ajird-55	69	3	also	also	ADV
ajird-55	69	4	show	show	VERB
ajird-55	69	5	that	that	SCONJ
ajird-55	69	6	the	the	DET
ajird-55	69	7	requirement	requirement	NOUN
ajird-55	69	8	errors	error	NOUN
ajird-55	69	9	are	be	AUX
ajird-55	69	10	often	often	ADV
ajird-55	69	11	overlooked	overlook	VERB
ajird-55	69	12	or	or	CCONJ
ajird-55	69	13	misunderstood	misunderstood	ADJ
ajird-55	69	14	requirements	requirement	NOUN
ajird-55	69	15	,	,	PUNCT
ajird-55	69	16	i.e.	i.e.	X
ajird-55	69	17	errors	error	NOUN
ajird-55	69	18	that	that	PRON
ajird-55	69	19	are	be	AUX
ajird-55	69	20	usually	usually	ADV
ajird-55	69	21	only	only	ADV
ajird-55	69	22	discovered	discover	VERB
ajird-55	69	23	very	very	ADV
ajird-55	69	24	late	late	ADV
ajird-55	69	25	.	.	PUNCT
ajird-55	70	1	the	the	PRON
ajird-55	70	2	later	later	ADJ
ajird-55	70	3	an	an	DET
ajird-55	70	4	error	error	NOUN
ajird-55	70	5	is	be	AUX
ajird-55	70	6	discovered	discover	VERB
ajird-55	70	7	,	,	PUNCT
ajird-55	70	8	the	the	DET
ajird-55	70	9	more	more	ADV
ajird-55	70	10	consequential	consequential	ADJ
ajird-55	70	11	errors	error	NOUN
ajird-55	70	12	can	can	AUX
ajird-55	70	13	arise	arise	VERB
ajird-55	70	14	and	and	CCONJ
ajird-55	70	15	the	the	DET
ajird-55	70	16	more	more	ADJ
ajird-55	70	17	time	time	NOUN
ajird-55	70	18	-	-	PUNCT
ajird-55	70	19	consuming	consume	VERB
ajird-55	70	20	it	it	PRON
ajird-55	70	21	becomes	become	VERB
ajird-55	70	22	correction	correction	NOUN
ajird-55	70	23	.	.	PUNCT
ajird-55	71	1	the	the	DET
ajird-55	71	2	cost	cost	NOUN
ajird-55	71	3	of	of	ADP
ajird-55	71	4	revisions	revision	NOUN
ajird-55	71	5	can	can	AUX
ajird-55	71	6	represent	represent	VERB
ajird-55	71	7	up	up	ADP
ajird-55	71	8	to	to	PART
ajird-55	71	9	41	41	NUM
ajird-55	71	10	%	%	NOUN
ajird-55	71	11	of	of	ADP
ajird-55	71	12	the	the	DET
ajird-55	71	13	total	total	ADJ
ajird-55	71	14	project	project	NOUN
ajird-55	71	15	costs	cost	NOUN
ajird-55	71	16	[	[	X
ajird-55	71	17	di93	di93	PROPN
ajird-55	71	18	]	]	PUNCT
ajird-55	71	19	.	.	PUNCT
ajird-55	72	1	the	the	DET
ajird-55	72	2	ramifications	ramification	NOUN
ajird-55	72	3	of	of	ADP
ajird-55	72	4	these	these	DET
ajird-55	72	5	necessary	necessary	ADJ
ajird-55	72	6	revisions	revision	NOUN
ajird-55	72	7	are	be	AUX
ajird-55	72	8	familiar	familiar	ADJ
ajird-55	72	9	:	:	PUNCT
ajird-55	72	10	software	software	NOUN
ajird-55	72	11	ships	ship	NOUN
ajird-55	72	12	late	late	ADJ
ajird-55	72	13	and	and	CCONJ
ajird-55	72	14	budgets	budget	NOUN
ajird-55	72	15	are	be	AUX
ajird-55	72	16	exceeded	exceed	VERB
ajird-55	72	17	.	.	PUNCT
ajird-55	73	1	become	become	VERB
ajird-55	73	2	however	however	ADV
ajird-55	73	3	,	,	PUNCT
ajird-55	73	4	if	if	SCONJ
ajird-55	73	5	the	the	DET
ajird-55	73	6	revisions	revision	NOUN
ajird-55	73	7	are	be	AUX
ajird-55	73	8	not	not	PART
ajird-55	73	9	carried	carry	VERB
ajird-55	73	10	out	out	ADP
ajird-55	73	11	,	,	PUNCT
ajird-55	73	12	customers	customer	NOUN
ajird-55	73	13	will	will	AUX
ajird-55	73	14	receive	receive	VERB
ajird-55	73	15	lower	low	ADJ
ajird-55	73	16	quality	quality	NOUN
ajird-55	73	17	software	software	NOUN
ajird-55	73	18	.	.	PUNCT
ajird-55	74	1	errors	error	NOUN
ajird-55	74	2	find	find	VERB
ajird-55	74	3	their	their	PRON
ajird-55	74	4	way	way	NOUN
ajird-55	74	5	into	into	ADP
ajird-55	74	6	work	work	NOUN
ajird-55	74	7	results	result	NOUN
ajird-55	74	8	because	because	SCONJ
ajird-55	74	9	they	they	PRON
ajird-55	74	10	are	be	AUX
ajird-55	74	11	caused	cause	VERB
ajird-55	74	12	by	by	ADP
ajird-55	74	13	the	the	DET
ajird-55	74	14	process	process	NOUN
ajird-55	74	15	,	,	PUNCT
ajird-55	74	16	i.e.	i.e.	X
ajird-55	74	17	the	the	DET
ajird-55	74	18	type	type	NOUN
ajird-55	74	19	and	and	CCONJ
ajird-55	74	20	way	way	NOUN
ajird-55	74	21	of	of	ADP
ajird-55	74	22	performing	perform	VERB
ajird-55	74	23	a	a	DET
ajird-55	74	24	task	task	NOUN
ajird-55	74	25	.	.	PUNCT
ajird-55	75	1	although	although	SCONJ
ajird-55	75	2	errors	error	NOUN
ajird-55	75	3	can	can	AUX
ajird-55	75	4	provide	provide	VERB
ajird-55	75	5	relevant	relevant	ADJ
ajird-55	75	6	information	information	NOUN
ajird-55	75	7	about	about	ADP
ajird-55	75	8	the	the	DET
ajird-55	75	9	process	process	NOUN
ajird-55	75	10	,	,	PUNCT
ajird-55	75	11	it	it	PRON
ajird-55	75	12	is	be	AUX
ajird-55	75	13	not	not	PART
ajird-55	75	14	used	use	VERB
ajird-55	75	15	.	.	PUNCT
ajird-55	76	1	not	not	PART
ajird-55	76	2	even	even	ADV
ajird-55	76	3	if	if	SCONJ
ajird-55	76	4	error	error	NOUN
ajird-55	76	5	tracking	tracking	NOUN
ajird-55	76	6	supported	support	VERB
ajird-55	76	7	by	by	ADP
ajird-55	76	8	a	a	DET
ajird-55	76	9	software	software	NOUN
ajird-55	76	10	tool	tool	NOUN
ajird-55	76	11	is	be	AUX
ajird-55	76	12	practiced(usually	practiced(usually	ADV
ajird-55	76	13	referred	refer	VERB
ajird-55	76	14	to	to	ADP
ajird-55	76	15	as	as	ADP
ajird-55	76	16	"	"	PUNCT
ajird-55	76	17	bug	bug	NOUN
ajird-55	76	18	tracking	tracking	NOUN
ajird-55	76	19	tool	tool	NOUN
ajird-55	76	20	"	"	PUNCT
ajird-55	76	21	or	or	CCONJ
ajird-55	76	22	"	"	PUNCT
ajird-55	76	23	defect	defect	VERB
ajird-55	76	24	tracking	tracking	NOUN
ajird-55	76	25	tool	tool	NOUN
ajird-55	76	26	"	"	PUNCT
ajird-55	76	27	)	)	PUNCT
ajird-55	76	28	.	.	PUNCT
ajird-55	77	1	corresponding	correspond	VERB
ajird-55	77	2	tools	tool	NOUN
ajird-55	77	3	usually	usually	ADV
ajird-55	77	4	do	do	AUX
ajird-55	77	5	not	not	PART
ajird-55	77	6	differentiate	differentiate	VERB
ajird-55	77	7	between	between	ADP
ajird-55	77	8	errors	error	NOUN
ajird-55	77	9	and	and	CCONJ
ajird-55	77	10	their	their	PRON
ajird-55	77	11	symptoms	symptom	NOUN
ajird-55	77	12	,	,	PUNCT
ajird-55	77	13	e.g.	e.g.	ADV
ajird-55	77	14	b.	b.	PROPN
ajird-55	78	1	the	the	DET
ajird-55	78	2	malfunction	malfunction	NOUN
ajird-55	78	3	of	of	ADP
ajird-55	78	4	the	the	DET
ajird-55	78	5	software	software	NOUN
ajird-55	78	6	.	.	PUNCT
ajird-55	79	1	they	they	PRON
ajird-55	79	2	also	also	ADV
ajird-55	79	3	suggest	suggest	VERB
ajird-55	79	4	collecting	collect	VERB
ajird-55	79	5	purely	purely	ADV
ajird-55	79	6	administrative	administrative	ADJ
ajird-55	79	7	information	information	NOUN
ajird-55	79	8	only	only	ADV
ajird-55	79	9	:	:	PUNCT
ajird-55	79	10	when	when	SCONJ
ajird-55	79	11	did	do	AUX
ajird-55	79	12	the	the	DET
ajird-55	79	13	misconduct	misconduct	NOUN
ajird-55	79	14	occur	occur	VERB
ajird-55	79	15	?	?	PUNCT
ajird-55	80	1	has	have	AUX
ajird-55	80	2	the	the	DET
ajird-55	80	3	error	error	NOUN
ajird-55	80	4	already	already	ADV
ajird-55	80	5	been	be	AUX
ajird-55	80	6	corrected	correct	VERB
ajird-55	80	7	?	?	PUNCT
ajird-55	81	1	who	who	PRON
ajird-55	81	2	is	be	AUX
ajird-55	81	3	responsible	responsible	ADJ
ajird-55	81	4	for	for	ADP
ajird-55	81	5	rectification	rectification	NOUN
ajird-55	81	6	?	?	PUNCT
ajird-55	82	1	etc	etc	X
ajird-55	82	2	.	.	X
ajird-55	83	1	however	however	ADV
ajird-55	83	2	,	,	PUNCT
ajird-55	83	3	if	if	SCONJ
ajird-55	83	4	you	you	PRON
ajird-55	83	5	limit	limit	VERB
ajird-55	83	6	yourself	yourself	PRON
ajird-55	83	7	to	to	ADP
ajird-55	83	8	this	this	DET
ajird-55	83	9	administrative	administrative	ADJ
ajird-55	83	10	information	information	NOUN
ajird-55	83	11	,	,	PUNCT
ajird-55	83	12	you	you	PRON
ajird-55	83	13	fail	fail	VERB
ajird-55	83	14	to	to	PART
ajird-55	83	15	do	do	VERB
ajird-55	83	16	so	so	ADV
ajird-55	83	17	american	american	PROPN
ajird-55	83	18	journal	journal	PROPN
ajird-55	83	19	of	of	ADP
ajird-55	83	20	interdisciplinary	interdisciplinary	ADJ
ajird-55	83	21	research	research	NOUN
ajird-55	83	22	and	and	CCONJ
ajird-55	83	23	development	development	NOUN
ajird-55	83	24	issn	issn	PROPN
ajird-55	83	25	online	online	NOUN
ajird-55	83	26	:	:	PUNCT
ajird-55	83	27	2771	2771	NUM
ajird-55	83	28	-	-	SYM
ajird-55	83	29	8948	8948	NUM
ajird-55	83	30	website	website	NOUN
ajird-55	83	31	:	:	PUNCT
ajird-55	83	32	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-55	83	33	volume	volume	NOUN
ajird-55	83	34	04	04	NUM
ajird-55	83	35	,	,	PUNCT
ajird-55	83	36	may	may	AUX
ajird-55	83	37	,	,	PUNCT
ajird-55	83	38	2022	2022	NUM
ajird-55	83	39	84	84	NUM
ajird-55	84	1	|	|	ADV
ajird-55	84	2	p	p	ADP
ajird-55	84	3	a	a	DET
ajird-55	84	4	g	g	NOUN
ajird-55	84	5	e	e	NOUN
ajird-55	84	6	because	because	SCONJ
ajird-55	84	7	of	of	ADP
ajird-55	84	8	errorsto	errorsto	NOUN
ajird-55	84	9	learn	learn	NOUN
ajird-55	84	10	.	.	PUNCT
ajird-55	85	1	errors	error	NOUN
ajird-55	85	2	are	be	AUX
ajird-55	85	3	then	then	ADV
ajird-55	85	4	only	only	ADV
ajird-55	85	5	corrected	correct	VERB
ajird-55	85	6	and	and	CCONJ
ajird-55	85	7	are	be	AUX
ajird-55	85	8	then	then	ADV
ajird-55	85	9	quickly	quickly	ADV
ajird-55	85	10	forgotten	forget	VERB
ajird-55	85	11	again	again	ADV
ajird-55	85	12	.	.	PUNCT
ajird-55	86	1	there	there	PRON
ajird-55	86	2	is	be	VERB
ajird-55	86	3	no	no	DET
ajird-55	86	4	sustainable	sustainable	ADJ
ajird-55	86	5	process	process	NOUN
ajird-55	86	6	improvement	improvement	NOUN
ajird-55	86	7	.	.	PUNCT
ajird-55	87	1	concept	concept	NOUN
ajird-55	87	2	of	of	ADP
ajird-55	87	3	software	software	NOUN
ajird-55	87	4	engineering	engineer	VERB
ajird-55	87	5	the	the	DET
ajird-55	87	6	next	next	ADJ
ajird-55	87	7	stage	stage	NOUN
ajird-55	87	8	in	in	ADP
ajird-55	87	9	the	the	DET
ajird-55	87	10	increase	increase	NOUN
ajird-55	87	11	in	in	ADP
ajird-55	87	12	the	the	DET
ajird-55	87	13	cost	cost	NOUN
ajird-55	87	14	of	of	ADP
ajird-55	87	15	software	software	NOUN
ajird-55	87	16	was	be	AUX
ajird-55	87	17	associated	associate	VERB
ajird-55	87	18	with	with	ADP
ajird-55	87	19	the	the	DET
ajird-55	87	20	transition	transition	NOUN
ajird-55	87	21	from	from	ADP
ajird-55	87	22	development	development	NOUN
ajird-55	87	23	of	of	ADP
ajird-55	87	24	relatively	relatively	ADV
ajird-55	87	25	simple	simple	ADJ
ajird-55	87	26	programs	program	NOUN
ajird-55	87	27	to	to	ADP
ajird-55	87	28	the	the	DET
ajird-55	87	29	development	development	NOUN
ajird-55	87	30	of	of	ADP
ajird-55	87	31	complex	complex	ADJ
ajird-55	87	32	software	software	NOUN
ajird-55	87	33	systems	system	NOUN
ajird-55	87	34	.	.	PUNCT
ajird-55	88	1	it	it	PRON
ajird-55	88	2	should	should	AUX
ajird-55	88	3	be	be	AUX
ajird-55	88	4	noted	note	VERB
ajird-55	88	5	that	that	SCONJ
ajird-55	88	6	this	this	DET
ajird-55	88	7	transition	transition	NOUN
ajird-55	88	8	was	be	AUX
ajird-55	88	9	caused	cause	VERB
ajird-55	88	10	by	by	ADP
ajird-55	88	11	the	the	DET
ajird-55	88	12	emergence	emergence	NOUN
ajird-55	88	13	of	of	ADP
ajird-55	88	14	computational	computational	ADJ
ajird-55	88	15	third	third	ADJ
ajird-55	88	16	generation	generation	NOUN
ajird-55	88	17	technology	technology	NOUN
ajird-55	88	18	(	(	PUNCT
ajird-55	88	19	integrated	integrated	ADJ
ajird-55	88	20	circuits	circuit	NOUN
ajird-55	88	21	)	)	PUNCT
ajird-55	88	22	.	.	PUNCT
ajird-55	89	1	with	with	ADP
ajird-55	89	2	the	the	DET
ajird-55	89	3	transition	transition	NOUN
ajird-55	89	4	to	to	PART
ajird-55	89	5	use	use	VERB
ajird-55	89	6	integrated	integrated	ADJ
ajird-55	89	7	circuits	circuit	NOUN
ajird-55	89	8	,	,	PUNCT
ajird-55	89	9	the	the	DET
ajird-55	89	10	performance	performance	NOUN
ajird-55	89	11	of	of	ADP
ajird-55	89	12	computers	computer	NOUN
ajird-55	89	13	increased	increase	VERB
ajird-55	89	14	by	by	ADP
ajird-55	89	15	orders	order	NOUN
ajird-55	89	16	of	of	ADP
ajird-55	89	17	magnitude	magnitude	NOUN
ajird-55	89	18	,	,	PUNCT
ajird-55	89	19	which	which	PRON
ajird-55	89	20	created	create	VERB
ajird-55	89	21	prerequisites	prerequisite	NOUN
ajird-55	89	22	for	for	ADP
ajird-55	89	23	solving	solve	VERB
ajird-55	89	24	complex	complex	ADJ
ajird-55	89	25	problems	problem	NOUN
ajird-55	89	26	.	.	PUNCT
ajird-55	90	1	these	these	DET
ajird-55	90	2	complex	complex	ADJ
ajird-55	90	3	tasks	task	NOUN
ajird-55	90	4	include	include	VERB
ajird-55	90	5	:	:	PUNCT
ajird-55	90	6	large	large	ADJ
ajird-55	90	7	amount	amount	NOUN
ajird-55	90	8	of	of	ADP
ajird-55	90	9	code	code	NOUN
ajird-55	90	10	(	(	PUNCT
ajird-55	90	11	millions	million	NOUN
ajird-55	90	12	of	of	ADP
ajird-55	90	13	lines	line	NOUN
ajird-55	90	14	)	)	PUNCT
ajird-55	90	15	a	a	DET
ajird-55	90	16	large	large	ADJ
ajird-55	90	17	number	number	NOUN
ajird-55	90	18	of	of	ADP
ajird-55	90	19	links	link	NOUN
ajird-55	90	20	between	between	ADP
ajird-55	90	21	code	code	NOUN
ajird-55	90	22	elements	element	NOUN
ajird-55	90	23	a	a	DET
ajird-55	90	24	large	large	ADJ
ajird-55	90	25	number	number	NOUN
ajird-55	90	26	of	of	ADP
ajird-55	90	27	developers	developer	NOUN
ajird-55	90	28	(	(	PUNCT
ajird-55	90	29	hundreds	hundred	NOUN
ajird-55	90	30	of	of	ADP
ajird-55	90	31	people	people	NOUN
ajird-55	90	32	)	)	PUNCT
ajird-55	90	33	a	a	DET
ajird-55	90	34	large	large	ADJ
ajird-55	90	35	number	number	NOUN
ajird-55	90	36	of	of	ADP
ajird-55	90	37	users	user	NOUN
ajird-55	90	38	(	(	PUNCT
ajird-55	90	39	hundreds	hundred	NOUN
ajird-55	90	40	and	and	CCONJ
ajird-55	90	41	thousands	thousand	NOUN
ajird-55	90	42	)	)	PUNCT
ajird-55	90	43	long	long	ADJ
ajird-55	90	44	-	-	PUNCT
ajird-55	90	45	time	time	NOUN
ajird-55	90	46	of	of	ADP
ajird-55	90	47	use	use	NOUN
ajird-55	90	48	for	for	ADP
ajird-55	90	49	such	such	ADJ
ajird-55	90	50	complex	complex	ADJ
ajird-55	90	51	programs	program	NOUN
ajird-55	90	52	,	,	PUNCT
ajird-55	90	53	it	it	PRON
ajird-55	90	54	turned	turn	VERB
ajird-55	90	55	out	out	ADP
ajird-55	90	56	that	that	SCONJ
ajird-55	90	57	the	the	DET
ajird-55	90	58	bulk	bulk	NOUN
ajird-55	90	59	of	of	ADP
ajird-55	90	60	their	their	PRON
ajird-55	90	61	cost	cost	NOUN
ajird-55	90	62	falls	fall	VERB
ajird-55	90	63	on	on	ADP
ajird-55	90	64	not	not	PART
ajird-55	90	65	to	to	PART
ajird-55	90	66	create	create	VERB
ajird-55	90	67	programs	program	NOUN
ajird-55	90	68	,	,	PUNCT
ajird-55	90	69	but	but	CCONJ
ajird-55	90	70	to	to	PART
ajird-55	90	71	implement	implement	VERB
ajird-55	90	72	and	and	CCONJ
ajird-55	90	73	operate	operate	VERB
ajird-55	90	74	them	they	PRON
ajird-55	90	75	.	.	PUNCT
ajird-55	91	1	by	by	ADP
ajird-55	91	2	analogy	analogy	NOUN
ajird-55	91	3	with	with	ADP
ajird-55	91	4	industrial	industrial	ADJ
ajird-55	91	5	technology	technology	NOUN
ajird-55	91	6	began	begin	VERB
ajird-55	91	7	to	to	PART
ajird-55	91	8	talk	talk	VERB
ajird-55	91	9	about	about	ADP
ajird-55	91	10	the	the	DET
ajird-55	91	11	life	life	NOUN
ajird-55	91	12	cycle	cycle	NOUN
ajird-55	91	13	of	of	ADP
ajird-55	91	14	a	a	DET
ajird-55	91	15	software	software	NOUN
ajird-55	91	16	product	product	NOUN
ajird-55	91	17	,	,	PUNCT
ajird-55	91	18	as	as	ADP
ajird-55	91	19	a	a	DET
ajird-55	91	20	sequence	sequence	NOUN
ajird-55	91	21	of	of	ADP
ajird-55	91	22	certain	certain	ADJ
ajird-55	91	23	stages	stage	NOUN
ajird-55	91	24	:	:	PUNCT
ajird-55	91	25	design	design	NOUN
ajird-55	91	26	stage	stage	NOUN
ajird-55	91	27	,	,	PUNCT
ajird-55	91	28	development	development	NOUN
ajird-55	91	29	,	,	PUNCT
ajird-55	91	30	testing	testing	NOUN
ajird-55	91	31	,	,	PUNCT
ajird-55	91	32	implementation	implementation	NOUN
ajird-55	91	33	and	and	CCONJ
ajird-55	91	34	maintenance	maintenance	NOUN
ajird-55	91	35	.	.	PUNCT
ajird-55	92	1	software	software	NOUN
ajird-55	92	2	engineering	engineering	NOUN
ajird-55	92	3	(	(	PUNCT
ajird-55	92	4	or	or	CCONJ
ajird-55	92	5	industrial	industrial	ADJ
ajird-55	92	6	programming	programming	NOUN
ajird-55	92	7	technology	technology	NOUN
ajird-55	92	8	)	)	PUNCT
ajird-55	92	9	as	as	ADP
ajird-55	92	10	a	a	DET
ajird-55	92	11	direction	direction	NOUN
ajird-55	92	12	arose	arise	VERB
ajird-55	92	13	and	and	CCONJ
ajird-55	92	14	was	be	AUX
ajird-55	92	15	formed	form	VERB
ajird-55	92	16	under	under	ADP
ajird-55	92	17	the	the	DET
ajird-55	92	18	pressure	pressure	NOUN
ajird-55	92	19	of	of	ADP
ajird-55	92	20	the	the	DET
ajird-55	92	21	growth	growth	NOUN
ajird-55	92	22	in	in	ADP
ajird-55	92	23	the	the	DET
ajird-55	92	24	cost	cost	NOUN
ajird-55	92	25	of	of	ADP
ajird-55	92	26	the	the	DET
ajird-55	92	27	software	software	NOUN
ajird-55	92	28	being	be	AUX
ajird-55	92	29	created	create	VERB
ajird-55	92	30	.	.	PUNCT
ajird-55	93	1	the	the	DET
ajird-55	93	2	main	main	ADJ
ajird-55	93	3	goal	goal	NOUN
ajird-55	93	4	of	of	ADP
ajird-55	93	5	this	this	DET
ajird-55	93	6	area	area	NOUN
ajird-55	93	7	of	of	ADP
ajird-55	93	8	expertise	expertise	NOUN
ajird-55	93	9	is	be	AUX
ajird-55	93	10	to	to	PART
ajird-55	93	11	reduce	reduce	VERB
ajird-55	93	12	the	the	DET
ajird-55	93	13	cost	cost	NOUN
ajird-55	93	14	and	and	CCONJ
ajird-55	93	15	time	time	NOUN
ajird-55	93	16	of	of	ADP
ajird-55	93	17	software	software	NOUN
ajird-55	93	18	development	development	NOUN
ajird-55	93	19	.	.	PUNCT
ajird-55	94	1	software	software	NOUN
ajird-55	94	2	engineering	engineering	NOUN
ajird-55	94	3	has	have	AUX
ajird-55	94	4	gone	go	VERB
ajird-55	94	5	through	through	ADP
ajird-55	94	6	several	several	ADJ
ajird-55	94	7	stages	stage	NOUN
ajird-55	94	8	of	of	ADP
ajird-55	94	9	development	development	NOUN
ajird-55	94	10	,	,	PUNCT
ajird-55	94	11	during	during	ADP
ajird-55	94	12	which	which	PRON
ajird-55	94	13	the	the	DET
ajird-55	94	14	fundamental	fundamental	ADJ
ajird-55	94	15	principles	principle	NOUN
ajird-55	94	16	and	and	CCONJ
ajird-55	94	17	methods	method	NOUN
ajird-55	94	18	of	of	ADP
ajird-55	94	19	developing	develop	VERB
ajird-55	94	20	software	software	NOUN
ajird-55	94	21	products	product	NOUN
ajird-55	94	22	were	be	AUX
ajird-55	94	23	formulated	formulate	VERB
ajird-55	94	24	.	.	PUNCT
ajird-55	95	1	the	the	DET
ajird-55	95	2	basic	basic	ADJ
ajird-55	95	3	principle	principle	NOUN
ajird-55	95	4	of	of	ADP
ajird-55	95	5	software	software	NOUN
ajird-55	95	6	engineering	engineering	NOUN
ajird-55	95	7	is	be	AUX
ajird-55	95	8	that	that	SCONJ
ajird-55	95	9	programs	program	NOUN
ajird-55	95	10	are	be	AUX
ajird-55	95	11	created	create	VERB
ajird-55	95	12	as	as	ADP
ajird-55	95	13	a	a	DET
ajird-55	95	14	result	result	NOUN
ajird-55	95	15	of	of	ADP
ajird-55	95	16	several	several	ADJ
ajird-55	95	17	interrelated	interrelated	ADJ
ajird-55	95	18	stages	stage	NOUN
ajird-55	95	19	(	(	PUNCT
ajird-55	95	20	requirements	requirement	NOUN
ajird-55	95	21	analysis	analysis	NOUN
ajird-55	95	22	,	,	PUNCT
ajird-55	95	23	design	design	NOUN
ajird-55	95	24	,	,	PUNCT
ajird-55	95	25	development	development	NOUN
ajird-55	95	26	,	,	PUNCT
ajird-55	95	27	implementation	implementation	NOUN
ajird-55	95	28	,	,	PUNCT
ajird-55	95	29	maintenance	maintenance	NOUN
ajird-55	95	30	)	)	PUNCT
ajird-55	95	31	that	that	PRON
ajird-55	95	32	make	make	VERB
ajird-55	95	33	up	up	ADP
ajird-55	95	34	the	the	DET
ajird-55	95	35	life	life	NOUN
ajird-55	95	36	cycle	cycle	NOUN
ajird-55	95	37	of	of	ADP
ajird-55	95	38	a	a	DET
ajird-55	95	39	software	software	NOUN
ajird-55	95	40	product	product	NOUN
ajird-55	95	41	.	.	PUNCT
ajird-55	96	1	the	the	DET
ajird-55	96	2	fundamental	fundamental	ADJ
ajird-55	96	3	design	design	NOUN
ajird-55	96	4	and	and	CCONJ
ajird-55	96	5	development	development	NOUN
ajird-55	96	6	methods	method	NOUN
ajird-55	96	7	are	be	AUX
ajird-55	96	8	modular	modular	ADJ
ajird-55	96	9	,	,	PUNCT
ajird-55	96	10	structured	structured	ADJ
ajird-55	96	11	,	,	PUNCT
ajird-55	96	12	and	and	CCONJ
ajird-55	96	13	object	object	NOUN
ajird-55	96	14	-	-	PUNCT
ajird-55	96	15	oriented	orient	VERB
ajird-55	96	16	design	design	NOUN
ajird-55	96	17	and	and	CCONJ
ajird-55	96	18	programming	programming	NOUN
ajird-55	96	19	.	.	PUNCT
ajird-55	97	1	despite	despite	SCONJ
ajird-55	97	2	the	the	DET
ajird-55	97	3	fact	fact	NOUN
ajird-55	97	4	that	that	SCONJ
ajird-55	97	5	software	software	NOUN
ajird-55	97	6	engineering	engineering	NOUN
ajird-55	97	7	has	have	AUX
ajird-55	97	8	achieved	achieve	VERB
ajird-55	97	9	some	some	DET
ajird-55	97	10	success	success	NOUN
ajird-55	97	11	,	,	PUNCT
ajird-55	97	12	the	the	DET
ajird-55	97	13	permanent	permanent	ADJ
ajird-55	97	14	programming	programming	NOUN
ajird-55	97	15	crisis	crisis	NOUN
ajird-55	97	16	continues	continue	VERB
ajird-55	97	17	.	.	PUNCT
ajird-55	98	1	this	this	PRON
ajird-55	98	2	is	be	AUX
ajird-55	98	3	due	due	ADJ
ajird-55	98	4	to	to	ADP
ajird-55	98	5	the	the	DET
ajird-55	98	6	fact	fact	NOUN
ajird-55	98	7	that	that	SCONJ
ajird-55	98	8	the	the	DET
ajird-55	98	9	turn	turn	NOUN
ajird-55	98	10	of	of	ADP
ajird-55	98	11	the	the	DET
ajird-55	98	12	80s-90s	80s-90s	PROPN
ajird-55	98	13	is	be	AUX
ajird-55	98	14	marked	mark	VERB
ajird-55	98	15	as	as	ADP
ajird-55	98	16	the	the	DET
ajird-55	98	17	beginning	beginning	NOUN
ajird-55	98	18	of	of	ADP
ajird-55	98	19	the	the	DET
ajird-55	98	20	information	information	NOUN
ajird-55	98	21	technology	technology	PROPN
ajird-55	98	22	revolution	revolution	NOUN
ajird-55	98	23	caused	cause	VERB
ajird-55	98	24	by	by	ADP
ajird-55	98	25	the	the	DET
ajird-55	98	26	explosive	explosive	ADJ
ajird-55	98	27	growth	growth	NOUN
ajird-55	98	28	in	in	ADP
ajird-55	98	29	the	the	DET
ajird-55	98	30	use	use	NOUN
ajird-55	98	31	of	of	ADP
ajird-55	98	32	information	information	NOUN
ajird-55	98	33	resources	resource	NOUN
ajird-55	98	34	:	:	PUNCT
ajird-55	98	35	personal	personal	ADJ
ajird-55	98	36	computers	computer	NOUN
ajird-55	98	37	,	,	PUNCT
ajird-55	98	38	local	local	ADJ
ajird-55	98	39	and	and	CCONJ
ajird-55	98	40	global	global	ADJ
ajird-55	98	41	computer	computer	NOUN
ajird-55	98	42	networks	network	NOUN
ajird-55	98	43	,	,	PUNCT
ajird-55	98	44	mobile	mobile	ADJ
ajird-55	98	45	communications	communication	NOUN
ajird-55	98	46	,	,	PUNCT
ajird-55	98	47	e	e	NOUN
ajird-55	98	48	-	-	NOUN
ajird-55	98	49	mail	mail	NOUN
ajird-55	98	50	,	,	PUNCT
ajird-55	98	51	internet	internet	NOUN
ajird-55	98	52	,	,	PUNCT
ajird-55	98	53	etc	etc	X
ajird-55	98	54	.	.	X
ajird-55	98	55	to	to	PART
ajird-55	98	56	solve	solve	VERB
ajird-55	98	57	a	a	DET
ajird-55	98	58	problem	problem	NOUN
ajird-55	98	59	,	,	PUNCT
ajird-55	98	60	engineers	engineer	NOUN
ajird-55	98	61	use	use	VERB
ajird-55	98	62	theories	theory	NOUN
ajird-55	98	63	,	,	PUNCT
ajird-55	98	64	methods	method	NOUN
ajird-55	98	65	and	and	CCONJ
ajird-55	98	66	tools	tool	NOUN
ajird-55	98	67	that	that	PRON
ajird-55	98	68	are	be	AUX
ajird-55	98	69	suitable	suitable	ADJ
ajird-55	98	70	for	for	ADP
ajird-55	98	71	solving	solve	VERB
ajird-55	98	72	a	a	DET
ajird-55	98	73	given	give	VERB
ajird-55	98	74	problem	problem	NOUN
ajird-55	98	75	,	,	PUNCT
ajird-55	98	76	but	but	CCONJ
ajird-55	98	77	they	they	PRON
ajird-55	98	78	apply	apply	VERB
ajird-55	98	79	them	they	PRON
ajird-55	98	80	selectively	selectively	ADV
ajird-55	98	81	and	and	CCONJ
ajird-55	98	82	always	always	ADV
ajird-55	98	83	try	try	VERB
ajird-55	98	84	to	to	PART
ajird-55	98	85	find	find	VERB
ajird-55	98	86	solutions	solution	NOUN
ajird-55	98	87	,	,	PUNCT
ajird-55	98	88	even	even	ADV
ajird-55	98	89	in	in	ADP
ajird-55	98	90	cases	case	NOUN
ajird-55	98	91	where	where	SCONJ
ajird-55	98	92	theories	theory	NOUN
ajird-55	98	93	or	or	CCONJ
ajird-55	98	94	methods	method	NOUN
ajird-55	98	95	corresponding	correspond	VERB
ajird-55	98	96	to	to	ADP
ajird-55	98	97	the	the	DET
ajird-55	98	98	given	give	VERB
ajird-55	98	99	problem	problem	NOUN
ajird-55	98	100	do	do	AUX
ajird-55	98	101	not	not	PART
ajird-55	98	102	yet	yet	ADV
ajird-55	98	103	exist	exist	VERB
ajird-55	98	104	.	.	PUNCT
ajird-55	99	1	in	in	ADP
ajird-55	99	2	this	this	DET
ajird-55	99	3	case	case	NOUN
ajird-55	99	4	,	,	PUNCT
ajird-55	99	5	the	the	DET
ajird-55	99	6	engineer	engineer	NOUN
ajird-55	99	7	looks	look	VERB
ajird-55	99	8	for	for	ADP
ajird-55	99	9	a	a	DET
ajird-55	99	10	method	method	NOUN
ajird-55	99	11	or	or	CCONJ
ajird-55	99	12	means	mean	VERB
ajird-55	99	13	to	to	PART
ajird-55	99	14	solve	solve	VERB
ajird-55	99	15	the	the	DET
ajird-55	99	16	problem	problem	NOUN
ajird-55	99	17	,	,	PUNCT
ajird-55	99	18	applies	apply	VERB
ajird-55	99	19	it	it	PRON
ajird-55	99	20	and	and	CCONJ
ajird-55	99	21	is	be	AUX
ajird-55	99	22	responsible	responsible	ADJ
ajird-55	99	23	for	for	ADP
ajird-55	99	24	the	the	DET
ajird-55	99	25	american	american	ADJ
ajird-55	99	26	journal	journal	PROPN
ajird-55	99	27	of	of	ADP
ajird-55	99	28	interdisciplinary	interdisciplinary	ADJ
ajird-55	99	29	research	research	NOUN
ajird-55	99	30	and	and	CCONJ
ajird-55	99	31	development	development	NOUN
ajird-55	99	32	issn	issn	PROPN
ajird-55	99	33	online	online	NOUN
ajird-55	99	34	:	:	PUNCT
ajird-55	99	35	2771	2771	NUM
ajird-55	99	36	-	-	SYM
ajird-55	99	37	8948	8948	NUM
ajird-55	99	38	website	website	NOUN
ajird-55	99	39	:	:	PUNCT
ajird-55	99	40	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-55	99	41	volume	volume	NOUN
ajird-55	99	42	04	04	NUM
ajird-55	99	43	,	,	PUNCT
ajird-55	99	44	may	may	AUX
ajird-55	99	45	,	,	PUNCT
ajird-55	99	46	2022	2022	NUM
ajird-55	99	47	85	85	NUM
ajird-55	99	48	|	|	ADV
ajird-55	99	49	p	p	NOUN
ajird-55	99	50	a	a	DET
ajird-55	99	51	g	g	NOUN
ajird-55	99	52	e	e	NOUN
ajird-55	99	53	result	result	NOUN
ajird-55	99	54	after	after	ADV
ajird-55	99	55	all	all	ADV
ajird-55	99	56	,	,	PUNCT
ajird-55	99	57	the	the	DET
ajird-55	99	58	method	method	NOUN
ajird-55	99	59	or	or	CCONJ
ajird-55	99	60	means	mean	NOUN
ajird-55	99	61	has	have	AUX
ajird-55	99	62	not	not	PART
ajird-55	99	63	yet	yet	ADV
ajird-55	99	64	verified	verify	VERB
ajird-55	99	65	.	.	PUNCT
ajird-55	100	1	a	a	DET
ajird-55	100	2	set	set	NOUN
ajird-55	100	3	of	of	ADP
ajird-55	100	4	such	such	ADJ
ajird-55	100	5	engineering	engineering	NOUN
ajird-55	100	6	methods	method	NOUN
ajird-55	100	7	or	or	CCONJ
ajird-55	100	8	methods	method	NOUN
ajird-55	100	9	,	,	PUNCT
ajird-55	100	10	theoretically	theoretically	ADV
ajird-55	100	11	possibly	possibly	ADV
ajird-55	100	12	not	not	PART
ajird-55	100	13	justified	justify	VERB
ajird-55	100	14	,	,	PUNCT
ajird-55	100	15	but	but	CCONJ
ajird-55	100	16	which	which	PRON
ajird-55	100	17	have	have	AUX
ajird-55	100	18	received	receive	VERB
ajird-55	100	19	repeated	repeat	VERB
ajird-55	100	20	confirmation	confirmation	NOUN
ajird-55	100	21	in	in	ADP
ajird-55	100	22	practice	practice	NOUN
ajird-55	100	23	,	,	PUNCT
ajird-55	100	24	plays	play	VERB
ajird-55	100	25	a	a	DET
ajird-55	100	26	large	large	ADJ
ajird-55	100	27	practical	practical	ADJ
ajird-55	100	28	role	role	NOUN
ajird-55	100	29	.	.	PUNCT
ajird-55	101	1	in	in	ADP
ajird-55	101	2	software	software	NOUN
ajird-55	101	3	engineering	engineering	NOUN
ajird-55	101	4	,	,	PUNCT
ajird-55	101	5	they	they	PRON
ajird-55	101	6	are	be	AUX
ajird-55	101	7	called	call	VERB
ajird-55	101	8	best	good	ADJ
ajird-55	101	9	practices	practice	NOUN
ajird-55	101	10	.	.	PUNCT
ajird-55	102	1	engineers	engineer	NOUN
ajird-55	102	2	work	work	VERB
ajird-55	102	3	with	with	ADP
ajird-55	102	4	limited	limited	ADJ
ajird-55	102	5	resources	resource	NOUN
ajird-55	102	6	:	:	PUNCT
ajird-55	102	7	time	time	NOUN
ajird-55	102	8	,	,	PUNCT
ajird-55	102	9	financial	financial	ADJ
ajird-55	102	10	and	and	CCONJ
ajird-55	102	11	organizational	organizational	ADJ
ajird-55	102	12	(	(	PUNCT
ajird-55	102	13	equipment	equipment	NOUN
ajird-55	102	14	,	,	PUNCT
ajird-55	102	15	machinery	machinery	NOUN
ajird-55	102	16	,	,	PUNCT
ajird-55	102	17	people	people	NOUN
ajird-55	102	18	)	)	PUNCT
ajird-55	102	19	.	.	PUNCT
ajird-55	103	1	in	in	ADP
ajird-55	103	2	other	other	ADJ
ajird-55	103	3	words	word	NOUN
ajird-55	103	4	,	,	PUNCT
ajird-55	103	5	the	the	DET
ajird-55	103	6	product	product	NOUN
ajird-55	103	7	must	must	AUX
ajird-55	103	8	be	be	AUX
ajird-55	103	9	created	create	VERB
ajird-55	103	10	on	on	ADP
ajird-55	103	11	time	time	NOUN
ajird-55	103	12	,	,	PUNCT
ajird-55	103	13	within	within	ADP
ajird-55	103	14	the	the	DET
ajird-55	103	15	allocated	allocate	VERB
ajird-55	103	16	funds	fund	NOUN
ajird-55	103	17	,	,	PUNCT
ajird-55	103	18	equipment	equipment	NOUN
ajird-55	103	19	and	and	CCONJ
ajird-55	103	20	people	people	NOUN
ajird-55	103	21	.	.	PUNCT
ajird-55	104	1	although	although	SCONJ
ajird-55	104	2	this	this	PRON
ajird-55	104	3	primarily	primarily	ADV
ajird-55	104	4	refers	refer	VERB
ajird-55	104	5	to	to	ADP
ajird-55	104	6	the	the	DET
ajird-55	104	7	creation	creation	NOUN
ajird-55	104	8	of	of	ADP
ajird-55	104	9	custom	custom	NOUN
ajird-55	104	10	products	product	NOUN
ajird-55	104	11	(	(	PUNCT
ajird-55	104	12	stipulated	stipulate	VERB
ajird-55	104	13	in	in	ADP
ajird-55	104	14	the	the	DET
ajird-55	104	15	terms	term	NOUN
ajird-55	104	16	of	of	ADP
ajird-55	104	17	the	the	DET
ajird-55	104	18	contract	contract	NOUN
ajird-55	104	19	)	)	PUNCT
ajird-55	104	20	,	,	PUNCT
ajird-55	104	21	but	but	CCONJ
ajird-55	104	22	when	when	SCONJ
ajird-55	104	23	creating	create	VERB
ajird-55	104	24	boxed	boxed	ADJ
ajird-55	104	25	products	product	NOUN
ajird-55	104	26	,	,	PUNCT
ajird-55	104	27	these	these	DET
ajird-55	104	28	restrictions	restriction	NOUN
ajird-55	104	29	are	be	AUX
ajird-55	104	30	of	of	ADP
ajird-55	104	31	no	no	DET
ajird-55	104	32	less	less	ADJ
ajird-55	104	33	importance	importance	NOUN
ajird-55	104	34	,	,	PUNCT
ajird-55	104	35	because	because	SCONJ
ajird-55	104	36	here	here	ADV
ajird-55	104	37	they	they	PRON
ajird-55	104	38	are	be	AUX
ajird-55	104	39	dictated	dictate	VERB
ajird-55	104	40	by	by	ADP
ajird-55	104	41	the	the	DET
ajird-55	104	42	conditions	condition	NOUN
ajird-55	104	43	of	of	ADP
ajird-55	104	44	market	market	NOUN
ajird-55	104	45	competition	competition	NOUN
ajird-55	104	46	.	.	PUNCT
ajird-55	105	1	computer	computer	NOUN
ajird-55	105	2	science	science	NOUN
ajird-55	105	3	deals	deal	NOUN
ajird-55	105	4	with	with	ADP
ajird-55	105	5	the	the	DET
ajird-55	105	6	theory	theory	NOUN
ajird-55	105	7	and	and	CCONJ
ajird-55	105	8	methods	method	NOUN
ajird-55	105	9	of	of	ADP
ajird-55	105	10	computing	computing	NOUN
ajird-55	105	11	and	and	CCONJ
ajird-55	105	12	software	software	NOUN
ajird-55	105	13	systems	system	NOUN
ajird-55	105	14	,	,	PUNCT
ajird-55	105	15	while	while	SCONJ
ajird-55	105	16	software	software	NOUN
ajird-55	105	17	engineering	engineering	NOUN
ajird-55	105	18	deals	deal	NOUN
ajird-55	105	19	with	with	ADP
ajird-55	105	20	practical	practical	ADJ
ajird-55	105	21	problems	problem	NOUN
ajird-55	105	22	of	of	ADP
ajird-55	105	23	software	software	NOUN
ajird-55	105	24	development	development	NOUN
ajird-55	105	25	.	.	PUNCT
ajird-55	106	1	computer	computer	NOUN
ajird-55	106	2	science	science	NOUN
ajird-55	106	3	forms	form	VERB
ajird-55	106	4	the	the	DET
ajird-55	106	5	theoretical	theoretical	ADJ
ajird-55	106	6	foundations	foundation	NOUN
ajird-55	106	7	of	of	ADP
ajird-55	106	8	software	software	NOUN
ajird-55	106	9	engineering	engineering	NOUN
ajird-55	106	10	and	and	CCONJ
ajird-55	106	11	a	a	DET
ajird-55	106	12	software	software	NOUN
ajird-55	106	13	engineer	engineer	NOUN
ajird-55	106	14	must	must	AUX
ajird-55	106	15	know	know	VERB
ajird-55	106	16	computer	computer	NOUN
ajird-55	106	17	science	science	NOUN
ajird-55	106	18	.	.	PUNCT
ajird-55	107	1	so	so	ADV
ajird-55	107	2	the	the	DET
ajird-55	107	3	same	same	ADJ
ajird-55	107	4	as	as	ADP
ajird-55	107	5	an	an	DET
ajird-55	107	6	electronics	electronics	NOUN
ajird-55	107	7	engineer	engineer	NOUN
ajird-55	107	8	must	must	AUX
ajird-55	107	9	know	know	VERB
ajird-55	107	10	physics	physics	NOUN
ajird-55	107	11	.	.	PUNCT
ajird-55	108	1	ideally	ideally	ADV
ajird-55	108	2	,	,	PUNCT
ajird-55	108	3	software	software	NOUN
ajird-55	108	4	engineering	engineering	NOUN
ajird-55	108	5	should	should	AUX
ajird-55	108	6	be	be	AUX
ajird-55	108	7	supported	support	VERB
ajird-55	108	8	by	by	ADP
ajird-55	108	9	some	some	DET
ajird-55	108	10	kind	kind	NOUN
ajird-55	108	11	of	of	ADP
ajird-55	108	12	computer	computer	NOUN
ajird-55	108	13	science	science	NOUN
ajird-55	108	14	theories	theory	NOUN
ajird-55	108	15	,	,	PUNCT
ajird-55	108	16	but	but	CCONJ
ajird-55	108	17	in	in	ADP
ajird-55	108	18	reality	reality	NOUN
ajird-55	108	19	this	this	PRON
ajird-55	108	20	is	be	AUX
ajird-55	108	21	not	not	PART
ajird-55	108	22	always	always	ADV
ajird-55	108	23	so	so	ADV
ajird-55	108	24	.	.	PUNCT
ajird-55	109	1	software	software	NOUN
ajird-55	109	2	engineers	engineer	NOUN
ajird-55	109	3	often	often	ADV
ajird-55	109	4	use	use	VERB
ajird-55	109	5	techniques	technique	NOUN
ajird-55	109	6	that	that	PRON
ajird-55	109	7	are	be	AUX
ajird-55	109	8	only	only	ADV
ajird-55	109	9	applicable	applicable	ADJ
ajird-55	109	10	in	in	ADP
ajird-55	109	11	specific	specific	ADJ
ajird-55	109	12	contexts	context	NOUN
ajird-55	109	13	and	and	CCONJ
ajird-55	109	14	can	can	AUX
ajird-55	109	15	not	not	PART
ajird-55	109	16	be	be	AUX
ajird-55	109	17	generalized	generalize	VERB
ajird-55	109	18	to	to	ADP
ajird-55	109	19	other	other	ADJ
ajird-55	109	20	cases	case	NOUN
ajird-55	109	21	,	,	PUNCT
ajird-55	109	22	and	and	CCONJ
ajird-55	109	23	elegant	elegant	ADJ
ajird-55	109	24	computer	computer	NOUN
ajird-55	109	25	science	science	NOUN
ajird-55	109	26	theories	theory	NOUN
ajird-55	109	27	can	can	AUX
ajird-55	109	28	not	not	PART
ajird-55	109	29	always	always	ADV
ajird-55	109	30	be	be	AUX
ajird-55	109	31	applied	apply	VERB
ajird-55	109	32	to	to	ADP
ajird-55	109	33	real	real	ADJ
ajird-55	109	34	large	large	ADJ
ajird-55	109	35	systems	system	NOUN
ajird-55	109	36	.	.	PUNCT
ajird-55	110	1	finally	finally	ADV
ajird-55	110	2	,	,	PUNCT
ajird-55	110	3	computer	computer	NOUN
ajird-55	110	4	science	science	NOUN
ajird-55	110	5	is	be	AUX
ajird-55	110	6	not	not	PART
ajird-55	110	7	the	the	DET
ajird-55	110	8	only	only	ADJ
ajird-55	110	9	theoretical	theoretical	ADJ
ajird-55	110	10	foundation	foundation	NOUN
ajird-55	110	11	for	for	ADP
ajird-55	110	12	software	software	NOUN
ajird-55	110	13	engineering	engineering	NOUN
ajird-55	110	14	,	,	PUNCT
ajird-55	110	15	as	as	SCONJ
ajird-55	110	16	it	it	PRON
ajird-55	110	17	is	be	AUX
ajird-55	110	18	.	.	PUNCT
ajird-55	111	1	the	the	DET
ajird-55	111	2	range	range	NOUN
ajird-55	111	3	of	of	ADP
ajird-55	111	4	problems	problem	NOUN
ajird-55	111	5	facing	face	VERB
ajird-55	111	6	a	a	DET
ajird-55	111	7	software	software	NOUN
ajird-55	111	8	engineer	engineer	NOUN
ajird-55	111	9	is	be	AUX
ajird-55	111	10	much	much	ADV
ajird-55	111	11	wider	wide	ADJ
ajird-55	111	12	than	than	ADP
ajird-55	111	13	just	just	ADV
ajird-55	111	14	writing	write	VERB
ajird-55	111	15	programs	program	NOUN
ajird-55	111	16	.	.	PUNCT
ajird-55	112	1	this	this	PRON
ajird-55	112	2	is	be	AUX
ajird-55	112	3	also	also	ADV
ajird-55	112	4	financial	financial	ADJ
ajird-55	112	5	management	management	NOUN
ajird-55	112	6	,	,	PUNCT
ajird-55	112	7	organization	organization	NOUN
ajird-55	112	8	of	of	ADP
ajird-55	112	9	work	work	NOUN
ajird-55	112	10	in	in	ADP
ajird-55	112	11	a	a	DET
ajird-55	112	12	team	team	NOUN
ajird-55	112	13	,	,	PUNCT
ajird-55	112	14	interaction	interaction	NOUN
ajird-55	112	15	with	with	ADP
ajird-55	112	16	a	a	DET
ajird-55	112	17	customer	customer	NOUN
ajird-55	112	18	,	,	PUNCT
ajird-55	112	19	etc	etc	X
ajird-55	112	20	.	.	X
ajird-55	113	1	solving	solve	VERB
ajird-55	113	2	these	these	DET
ajird-55	113	3	problems	problem	NOUN
ajird-55	113	4	requires	require	VERB
ajird-55	113	5	fundamental	fundamental	ADJ
ajird-55	113	6	knowledge	knowledge	NOUN
ajird-55	113	7	that	that	PRON
ajird-55	113	8	goes	go	VERB
ajird-55	113	9	beyond	beyond	ADP
ajird-55	113	10	computer	computer	NOUN
ajird-55	113	11	science	science	NOUN
ajird-55	113	12	.	.	PUNCT
ajird-55	114	1	the	the	DET
ajird-55	114	2	second	second	ADJ
ajird-55	114	3	significant	significant	ADJ
ajird-55	114	4	difference	difference	NOUN
ajird-55	114	5	is	be	AUX
ajird-55	114	6	that	that	SCONJ
ajird-55	114	7	the	the	DET
ajird-55	114	8	program	program	NOUN
ajird-55	114	9	is	be	AUX
ajird-55	114	10	an	an	DET
ajird-55	114	11	artificial	artificial	ADJ
ajird-55	114	12	object	object	NOUN
ajird-55	114	13	.	.	PUNCT
ajird-55	115	1	those	those	PRON
ajird-55	115	2	.	.	PUNCT
ajird-55	116	1	there	there	PRON
ajird-55	116	2	are	be	VERB
ajird-55	116	3	no	no	DET
ajird-55	116	4	objective	objective	ADJ
ajird-55	116	5	laws	law	NOUN
ajird-55	116	6	for	for	ADP
ajird-55	116	7	a	a	DET
ajird-55	116	8	program	program	NOUN
ajird-55	116	9	to	to	PART
ajird-55	116	10	govern	govern	VERB
ajird-55	116	11	its	its	PRON
ajird-55	116	12	behavior	behavior	NOUN
ajird-55	116	13	.	.	PUNCT
ajird-55	117	1	for	for	ADP
ajird-55	117	2	example	example	NOUN
ajird-55	117	3	,	,	PUNCT
ajird-55	117	4	a	a	DET
ajird-55	117	5	civil	civil	ADJ
ajird-55	117	6	engineer	engineer	NOUN
ajird-55	117	7	has	have	VERB
ajird-55	117	8	objective	objective	ADJ
ajird-55	117	9	laws	law	NOUN
ajird-55	117	10	of	of	ADP
ajird-55	117	11	structural	structural	ADJ
ajird-55	117	12	mechanics	mechanic	NOUN
ajird-55	117	13	:	:	PUNCT
ajird-55	117	14	the	the	DET
ajird-55	117	15	balance	balance	NOUN
ajird-55	117	16	of	of	ADP
ajird-55	117	17	moments	moment	NOUN
ajird-55	117	18	and	and	CCONJ
ajird-55	117	19	forces	force	NOUN
ajird-55	117	20	,	,	PUNCT
ajird-55	117	21	the	the	DET
ajird-55	117	22	stability	stability	NOUN
ajird-55	117	23	of	of	ADP
ajird-55	117	24	mechanical	mechanical	ADJ
ajird-55	117	25	systems	system	NOUN
ajird-55	117	26	,	,	PUNCT
ajird-55	117	27	etc	etc	X
ajird-55	117	28	.	.	X
ajird-55	118	1	the	the	DET
ajird-55	118	2	civil	civil	ADJ
ajird-55	118	3	engineer	engineer	NOUN
ajird-55	118	4	can	can	AUX
ajird-55	118	5	check	check	VERB
ajird-55	118	6	his	his	PRON
ajird-55	118	7	architectural	architectural	ADJ
ajird-55	118	8	designs	design	NOUN
ajird-55	118	9	against	against	ADP
ajird-55	118	10	these	these	DET
ajird-55	118	11	laws	law	NOUN
ajird-55	118	12	and	and	CCONJ
ajird-55	118	13	thereby	thereby	ADV
ajird-55	118	14	ensure	ensure	VERB
ajird-55	118	15	the	the	DET
ajird-55	118	16	success	success	NOUN
ajird-55	118	17	of	of	ADP
ajird-55	118	18	the	the	DET
ajird-55	118	19	project	project	NOUN
ajird-55	118	20	.	.	PUNCT
ajird-55	119	1	these	these	DET
ajird-55	119	2	laws	law	NOUN
ajird-55	119	3	are	be	AUX
ajird-55	119	4	objective	objective	ADJ
ajird-55	119	5	,	,	PUNCT
ajird-55	119	6	they	they	PRON
ajird-55	119	7	will	will	AUX
ajird-55	119	8	always	always	ADV
ajird-55	119	9	work	work	VERB
ajird-55	119	10	.	.	PUNCT
ajird-55	120	1	at	at	ADP
ajird-55	120	2	first	first	ADJ
ajird-55	120	3	glance	glance	NOUN
ajird-55	120	4	,	,	PUNCT
ajird-55	120	5	a	a	DET
ajird-55	120	6	software	software	NOUN
ajird-55	120	7	engineer	engineer	NOUN
ajird-55	120	8	also	also	ADV
ajird-55	120	9	has	have	VERB
ajird-55	120	10	typical	typical	ADJ
ajird-55	120	11	,	,	PUNCT
ajird-55	120	12	proven	prove	VERB
ajird-55	120	13	time	time	NOUN
ajird-55	120	14	architectural	architectural	ADJ
ajird-55	120	15	solutions	solution	NOUN
ajird-55	120	16	(	(	PUNCT
ajird-55	120	17	for	for	ADP
ajird-55	120	18	example	example	NOUN
ajird-55	120	19	,	,	PUNCT
ajird-55	120	20	clientserver	clientserver	ADJ
ajird-55	120	21	architecture	architecture	NOUN
ajird-55	120	22	)	)	PUNCT
ajird-55	120	23	.	.	PUNCT
ajird-55	121	1	but	but	CCONJ
ajird-55	121	2	these	these	DET
ajird-55	121	3	decisions	decision	NOUN
ajird-55	121	4	are	be	AUX
ajird-55	121	5	determined	determine	VERB
ajird-55	121	6	by	by	ADP
ajird-55	121	7	the	the	DET
ajird-55	121	8	level	level	NOUN
ajird-55	121	9	of	of	ADP
ajird-55	121	10	development	development	NOUN
ajird-55	121	11	of	of	ADP
ajird-55	121	12	computing	compute	VERB
ajird-55	121	13	technology	technology	NOUN
ajird-55	121	14	(	(	PUNCT
ajird-55	121	15	and	and	CCONJ
ajird-55	121	16	the	the	DET
ajird-55	121	17	level	level	NOUN
ajird-55	121	18	of	of	ADP
ajird-55	121	19	requirements	requirement	NOUN
ajird-55	121	20	adequate	adequate	ADJ
ajird-55	121	21	to	to	ADP
ajird-55	121	22	them	they	PRON
ajird-55	121	23	)	)	PUNCT
ajird-55	121	24	.	.	PUNCT
ajird-55	122	1	with	with	ADP
ajird-55	122	2	the	the	DET
ajird-55	122	3	advent	advent	NOUN
ajird-55	122	4	of	of	ADP
ajird-55	122	5	technology	technology	NOUN
ajird-55	122	6	with	with	ADP
ajird-55	122	7	fundamentally	fundamentally	ADV
ajird-55	122	8	new	new	ADJ
ajird-55	122	9	capabilities	capability	NOUN
ajird-55	122	10	,	,	PUNCT
ajird-55	122	11	the	the	DET
ajird-55	122	12	software	software	NOUN
ajird-55	122	13	engineer	engineer	NOUN
ajird-55	122	14	will	will	AUX
ajird-55	122	15	have	have	VERB
ajird-55	122	16	to	to	PART
ajird-55	122	17	look	look	VERB
ajird-55	122	18	for	for	ADP
ajird-55	122	19	new	new	ADJ
ajird-55	122	20	solutions	solution	NOUN
ajird-55	122	21	.	.	PUNCT
ajird-55	123	1	the	the	DET
ajird-55	123	2	cycle	cycle	NOUN
ajird-55	123	3	of	of	ADP
ajird-55	123	4	software	software	NOUN
ajird-55	123	5	development	development	NOUN
ajird-55	123	6	in	in	ADP
ajird-55	123	7	order	order	NOUN
ajird-55	123	8	to	to	PART
ajird-55	123	9	develop	develop	VERB
ajird-55	123	10	management	management	NOUN
ajird-55	123	11	methods	method	NOUN
ajird-55	123	12	for	for	ADP
ajird-55	123	13	software	software	NOUN
ajird-55	123	14	engineering	engineering	NOUN
ajird-55	123	15	,	,	PUNCT
ajird-55	123	16	one	one	PRON
ajird-55	123	17	must	must	AUX
ajird-55	123	18	first	first	ADV
ajird-55	123	19	understand	understand	VERB
ajird-55	123	20	the	the	DET
ajird-55	123	21	process	process	NOUN
ajird-55	123	22	of	of	ADP
ajird-55	123	23	software	software	NOUN
ajird-55	123	24	development	development	NOUN
ajird-55	123	25	.	.	PUNCT
ajird-55	124	1	a	a	DET
ajird-55	124	2	key	key	ADJ
ajird-55	124	3	point	point	NOUN
ajird-55	124	4	here	here	ADV
ajird-55	124	5	is	be	AUX
ajird-55	124	6	the	the	DET
ajird-55	124	7	process	process	NOUN
ajird-55	124	8	model	model	NOUN
ajird-55	124	9	.	.	PUNCT
ajird-55	125	1	a	a	DET
ajird-55	125	2	process	process	NOUN
ajird-55	125	3	model	model	NOUN
ajird-55	125	4	,	,	PUNCT
ajird-55	125	5	also	also	ADV
ajird-55	125	6	:	:	PUNCT
ajird-55	125	7	life	life	NOUN
ajird-55	125	8	cycle	cycle	NOUN
ajird-55	125	9	model	model	NOUN
ajird-55	125	10	,	,	PUNCT
ajird-55	125	11	is	be	AUX
ajird-55	125	12	generally	generally	ADV
ajird-55	125	13	structured	structured	ADJ
ajird-55	125	14	design	design	NOUN
ajird-55	125	15	or	or	CCONJ
ajird-55	125	16	production	production	NOUN
ajird-55	125	17	process	process	NOUN
ajird-55	125	18	in	in	ADP
ajird-55	125	19	structured	structured	ADJ
ajird-55	125	20	activities	activity	NOUN
ajird-55	125	21	or	or	CCONJ
ajird-55	125	22	phases	phase	NOUN
ajird-55	125	23	,	,	PUNCT
ajird-55	125	24	which	which	PRON
ajird-55	125	25	in	in	ADP
ajird-55	125	26	turn	turn	NOUN
ajird-55	125	27	are	be	AUX
ajird-55	125	28	assigned	assign	VERB
ajird-55	125	29	to	to	ADP
ajird-55	125	30	american	american	ADJ
ajird-55	125	31	journal	journal	PROPN
ajird-55	125	32	of	of	ADP
ajird-55	125	33	interdisciplinary	interdisciplinary	ADJ
ajird-55	125	34	research	research	NOUN
ajird-55	125	35	and	and	CCONJ
ajird-55	125	36	development	development	NOUN
ajird-55	125	37	issn	issn	PROPN
ajird-55	125	38	online	online	NOUN
ajird-55	125	39	:	:	PUNCT
ajird-55	125	40	2771	2771	NUM
ajird-55	125	41	-	-	SYM
ajird-55	125	42	8948	8948	NUM
ajird-55	125	43	website	website	NOUN
ajird-55	125	44	:	:	PUNCT
ajird-55	125	45	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-55	125	46	volume	volume	NOUN
ajird-55	125	47	04	04	NUM
ajird-55	125	48	,	,	PUNCT
ajird-55	125	49	may	may	AUX
ajird-55	125	50	,	,	PUNCT
ajird-55	125	51	2022	2022	NUM
ajird-55	125	52	86	86	NUM
ajird-55	126	1	|	|	ADV
ajird-55	126	2	p	p	ADP
ajird-55	126	3	a	a	DET
ajird-55	126	4	g	g	NOUN
ajird-55	126	5	e	e	NOUN
ajird-55	126	6	corresponding	correspond	VERB
ajird-55	126	7	methods	method	NOUN
ajird-55	126	8	and	and	CCONJ
ajird-55	126	9	techniques	technique	NOUN
ajird-55	126	10	of	of	ADP
ajird-55	126	11	the	the	DET
ajird-55	126	12	organization	organization	NOUN
ajird-55	126	13	.	.	PUNCT
ajird-55	127	1	the	the	DET
ajird-55	127	2	task	task	NOUN
ajird-55	127	3	of	of	ADP
ajird-55	127	4	a	a	DET
ajird-55	127	5	process	process	NOUN
ajird-55	127	6	model	model	NOUN
ajird-55	127	7	is	be	AUX
ajird-55	127	8	to	to	PART
ajird-55	127	9	present	present	VERB
ajird-55	127	10	the	the	DET
ajird-55	127	11	tasks	task	NOUN
ajird-55	127	12	and	and	CCONJ
ajird-55	127	13	activities	activity	NOUN
ajird-55	127	14	that	that	PRON
ajird-55	127	15	generally	generally	ADV
ajird-55	127	16	occur	occur	VERB
ajird-55	127	17	in	in	ADP
ajird-55	127	18	a	a	DET
ajird-55	127	19	design	design	NOUN
ajird-55	127	20	process	process	NOUN
ajird-55	127	21	in	in	ADP
ajird-55	127	22	their	their	PRON
ajird-55	127	23	logical	logical	ADJ
ajird-55	127	24	order	order	NOUN
ajird-55	127	25	:	:	PUNCT
ajird-55	127	26	who	who	PRON
ajird-55	127	27	does	do	VERB
ajird-55	127	28	what	what	PRON
ajird-55	127	29	at	at	ADP
ajird-55	127	30	what	what	DET
ajird-55	127	31	time	time	NOUN
ajird-55	127	32	and	and	CCONJ
ajird-55	127	33	with	with	ADP
ajird-55	127	34	what	what	PRON
ajird-55	127	35	result	result	NOUN
ajird-55	127	36	?	?	PUNCT
ajird-55	128	1	as	as	ADP
ajird-55	128	2	part	part	NOUN
ajird-55	128	3	of	of	ADP
ajird-55	128	4	a	a	DET
ajird-55	128	5	project	project	NOUN
ajird-55	128	6	management	management	NOUN
ajird-55	128	7	an	an	DET
ajird-55	128	8	activity	activity	NOUN
ajird-55	128	9	often	often	ADV
ajird-55	128	10	ended	end	VERB
ajird-55	128	11	with	with	ADP
ajird-55	128	12	a	a	DET
ajird-55	128	13	milestone	milestone	NOUN
ajird-55	128	14	.	.	PUNCT
ajird-55	129	1	the	the	DET
ajird-55	129	2	terms	term	NOUN
ajird-55	129	3	"	"	PUNCT
ajird-55	129	4	phase	phase	NOUN
ajird-55	129	5	"	"	PUNCT
ajird-55	129	6	and	and	CCONJ
ajird-55	129	7	"	"	PUNCT
ajird-55	129	8	activity	activity	NOUN
ajird-55	129	9	"	"	PUNCT
ajird-55	129	10	are	be	AUX
ajird-55	129	11	often	often	ADV
ajird-55	129	12	not	not	PART
ajird-55	129	13	clearly	clearly	ADV
ajird-55	129	14	defined	define	VERB
ajird-55	129	15	,	,	PUNCT
ajird-55	129	16	in	in	ADP
ajird-55	129	17	project	project	NOUN
ajird-55	129	18	management	management	NOUN
ajird-55	129	19	a	a	DET
ajird-55	129	20	project	project	NOUN
ajird-55	129	21	is	be	AUX
ajird-55	129	22	usually	usually	ADV
ajird-55	129	23	divided	divide	VERB
ajird-55	129	24	into	into	ADP
ajird-55	129	25	phases	phase	NOUN
ajird-55	129	26	[	[	X
ajird-55	129	27	6	6	NUM
ajird-55	129	28	,	,	PUNCT
ajird-55	129	29	p.	p.	NOUN
ajird-55	129	30	10],while	10],while	NUM
ajird-55	129	31	a	a	DET
ajird-55	129	32	software	software	NOUN
ajird-55	129	33	project	project	NOUN
ajird-55	129	34	is	be	AUX
ajird-55	129	35	mostly	mostly	ADV
ajird-55	129	36	understood	understand	VERB
ajird-55	129	37	as	as	ADP
ajird-55	129	38	a	a	DET
ajird-55	129	39	development	development	NOUN
ajird-55	129	40	process	process	NOUN
ajird-55	129	41	that	that	PRON
ajird-55	129	42	consists	consist	VERB
ajird-55	129	43	of	of	ADP
ajird-55	129	44	individual	individual	ADJ
ajird-55	129	45	activities	activity	NOUN
ajird-55	129	46	.	.	PUNCT
ajird-55	130	1	in	in	ADP
ajird-55	130	2	software	software	NOUN
ajird-55	130	3	development	development	NOUN
ajird-55	130	4	,	,	PUNCT
ajird-55	130	5	one	one	NUM
ajird-55	130	6	usually	usually	ADV
ajird-55	130	7	differentiates	differentiate	VERB
ajird-55	130	8	between	between	ADP
ajird-55	130	9	the	the	DET
ajird-55	130	10	following	follow	VERB
ajird-55	130	11	activities	activity	NOUN
ajird-55	130	12	or	or	CCONJ
ajird-55	130	13	phases	phase	NOUN
ajird-55	130	14	.	.	PUNCT
ajird-55	131	1	requirements	requirement	NOUN
ajird-55	131	2	definition	definition	NOUN
ajird-55	131	3	,	,	PUNCT
ajird-55	131	4	often	often	ADV
ajird-55	131	5	also	also	ADV
ajird-55	131	6	needs	need	VERB
ajird-55	131	7	assessment	assessment	NOUN
ajird-55	131	8	.	.	PUNCT
ajird-55	132	1	this	this	DET
ajird-55	132	2	process	process	NOUN
ajird-55	132	3	determines	determine	VERB
ajird-55	132	4	what	what	PRON
ajird-55	132	5	the	the	DET
ajird-55	132	6	customer	customer	NOUN
ajird-55	132	7	actually	actually	ADV
ajird-55	132	8	needs	need	VERB
ajird-55	132	9	.	.	PUNCT
ajird-55	133	1	since	since	SCONJ
ajird-55	133	2	,	,	PUNCT
ajird-55	133	3	in	in	ADP
ajird-55	133	4	general	general	ADJ
ajird-55	133	5	,	,	PUNCT
ajird-55	133	6	special	special	ADJ
ajird-55	133	7	it	it	PRON
ajird-55	133	8	knowledge	knowledge	NOUN
ajird-55	133	9	can	can	AUX
ajird-55	133	10	not	not	PART
ajird-55	133	11	be	be	AUX
ajird-55	133	12	assumed	assume	VERB
ajird-55	133	13	for	for	ADP
ajird-55	133	14	the	the	DET
ajird-55	133	15	customer	customer	NOUN
ajird-55	133	16	and	and	CCONJ
ajird-55	133	17	,	,	PUNCT
ajird-55	133	18	on	on	ADP
ajird-55	133	19	the	the	DET
ajird-55	133	20	other	other	ADJ
ajird-55	133	21	hand	hand	NOUN
ajird-55	133	22	,	,	PUNCT
ajird-55	133	23	for	for	ADP
ajird-55	133	24	the	the	DET
ajird-55	133	25	developer	developer	NOUN
ajird-55	133	26	no	no	DET
ajird-55	133	27	knowledge	knowledge	NOUN
ajird-55	133	28	of	of	ADP
ajird-55	133	29	the	the	DET
ajird-55	133	30	application	application	NOUN
ajird-55	133	31	area	area	NOUN
ajird-55	133	32	,	,	PUNCT
ajird-55	133	33	the	the	DET
ajird-55	133	34	main	main	ADJ
ajird-55	133	35	task	task	NOUN
ajird-55	133	36	of	of	ADP
ajird-55	133	37	the	the	DET
ajird-55	133	38	requirements	requirement	NOUN
ajird-55	133	39	definition	definition	NOUN
ajird-55	133	40	is	be	AUX
ajird-55	133	41	to	to	PART
ajird-55	133	42	clarify	clarify	VERB
ajird-55	133	43	the	the	DET
ajird-55	133	44	requirements	requirement	NOUN
ajird-55	133	45	and	and	CCONJ
ajird-55	133	46	,	,	PUNCT
ajird-55	133	47	in	in	ADP
ajird-55	133	48	a	a	DET
ajird-55	133	49	deeper	deep	ADJ
ajird-55	133	50	sense	sense	NOUN
ajird-55	133	51	,	,	PUNCT
ajird-55	133	52	to	to	PART
ajird-55	133	53	establish	establish	VERB
ajird-55	133	54	and	and	CCONJ
ajird-55	133	55	maintain	maintain	VERB
ajird-55	133	56	communication	communication	NOUN
ajird-55	133	57	and	and	CCONJ
ajird-55	133	58	knowledge	knowledge	NOUN
ajird-55	133	59	acquisition	acquisition	NOUN
ajird-55	133	60	.	.	PUNCT
ajird-55	134	1	some	some	DET
ajird-55	134	2	software	software	NOUN
ajird-55	134	3	is	be	AUX
ajird-55	134	4	created	create	VERB
ajird-55	134	5	supply	supply	NOUN
ajird-55	134	6	-	-	PUNCT
ajird-55	134	7	oriented	orient	VERB
ajird-55	134	8	,	,	PUNCT
ajird-55	134	9	i.e.	i.e.	X
ajird-55	134	10	without	without	ADP
ajird-55	134	11	an	an	DET
ajird-55	134	12	individual	individual	ADJ
ajird-55	134	13	customer	customer	NOUN
ajird-55	134	14	in	in	ADP
ajird-55	134	15	mind	mind	NOUN
ajird-55	134	16	.	.	PUNCT
ajird-55	135	1	examples	example	NOUN
ajird-55	135	2	of	of	ADP
ajird-55	135	3	this	this	PRON
ajird-55	135	4	are	be	AUX
ajird-55	135	5	commercial	commercial	ADJ
ajird-55	135	6	software	software	NOUN
ajird-55	135	7	products	product	NOUN
ajird-55	135	8	such	such	ADJ
ajird-55	135	9	as	as	ADP
ajird-55	135	10	erp	erp	PROPN
ajird-55	135	11	systems	system	NOUN
ajird-55	135	12	.	.	PUNCT
ajird-55	136	1	operating	operating	NOUN
ajird-55	136	2	systems	system	NOUN
ajird-55	136	3	,	,	PUNCT
ajird-55	136	4	or	or	CCONJ
ajird-55	136	5	game	game	NOUN
ajird-55	136	6	software	software	NOUN
ajird-55	136	7	.	.	PUNCT
ajird-55	137	1	in	in	ADP
ajird-55	137	2	these	these	DET
ajird-55	137	3	cases	case	NOUN
ajird-55	137	4	,	,	PUNCT
ajird-55	137	5	customer	customer	NOUN
ajird-55	137	6	needs	need	NOUN
ajird-55	137	7	are	be	AUX
ajird-55	137	8	anticipated	anticipate	VERB
ajird-55	137	9	.	.	PUNCT
ajird-55	138	1	analysis	analysis	NOUN
ajird-55	138	2	,	,	PUNCT
ajird-55	138	3	often	often	ADV
ajird-55	138	4	also	also	ADV
ajird-55	138	5	requirements	requirement	VERB
ajird-55	138	6	specification	specification	NOUN
ajird-55	138	7	.	.	PUNCT
ajird-55	139	1	in	in	ADP
ajird-55	139	2	this	this	DET
ajird-55	139	3	phase	phase	NOUN
ajird-55	139	4	,	,	PUNCT
ajird-55	139	5	the	the	DET
ajird-55	139	6	results	result	NOUN
ajird-55	139	7	of	of	ADP
ajird-55	139	8	the	the	DET
ajird-55	139	9	requirements	requirement	NOUN
ajird-55	139	10	definition	definition	NOUN
ajird-55	139	11	are	be	AUX
ajird-55	139	12	written	write	VERB
ajird-55	139	13	down	down	ADP
ajird-55	139	14	as	as	ADV
ajird-55	139	15	precisely	precisely	ADV
ajird-55	139	16	as	as	ADP
ajird-55	139	17	possible	possible	ADJ
ajird-55	139	18	.	.	PUNCT
ajird-55	140	1	the	the	DET
ajird-55	140	2	specification	specification	NOUN
ajird-55	140	3	(	(	PUNCT
ajird-55	140	4	or	or	CCONJ
ajird-55	140	5	the	the	DET
ajird-55	140	6	functional	functional	ADJ
ajird-55	140	7	specification	specification	NOUN
ajird-55	140	8	)	)	PUNCT
ajird-55	140	9	should	should	AUX
ajird-55	140	10	only	only	ADV
ajird-55	140	11	contain	contain	VERB
ajird-55	140	12	why	why	SCONJ
ajird-55	140	13	the	the	DET
ajird-55	140	14	software	software	NOUN
ajird-55	140	15	is	be	AUX
ajird-55	140	16	created	create	VERB
ajird-55	140	17	and	and	CCONJ
ajird-55	140	18	what	what	PRON
ajird-55	140	19	it	it	PRON
ajird-55	140	20	should	should	AUX
ajird-55	140	21	do	do	VERB
ajird-55	140	22	(	(	PUNCT
ajird-55	140	23	and	and	CCONJ
ajird-55	140	24	as	as	ADV
ajird-55	140	25	precisely	precisely	ADV
ajird-55	140	26	as	as	ADP
ajird-55	140	27	possible	possible	ADJ
ajird-55	140	28	)	)	PUNCT
ajird-55	140	29	,	,	PUNCT
ajird-55	140	30	but	but	CCONJ
ajird-55	140	31	not	not	PART
ajird-55	140	32	how	how	SCONJ
ajird-55	140	33	it	it	PRON
ajird-55	140	34	should	should	AUX
ajird-55	140	35	do	do	VERB
ajird-55	140	36	it	it	PRON
ajird-55	140	37	.	.	PUNCT
ajird-55	141	1	the	the	DET
ajird-55	141	2	basic	basic	ADJ
ajird-55	141	3	problem	problem	NOUN
ajird-55	141	4	of	of	ADP
ajird-55	141	5	the	the	DET
ajird-55	141	6	analysis	analysis	NOUN
ajird-55	141	7	is	be	AUX
ajird-55	141	8	that	that	SCONJ
ajird-55	141	9	it	it	PRON
ajird-55	141	10	is	be	AUX
ajird-55	141	11	supposed	suppose	VERB
ajird-55	141	12	to	to	PART
ajird-55	141	13	fulfill	fulfill	VERB
ajird-55	141	14	two	two	NUM
ajird-55	141	15	opposing	opposing	ADJ
ajird-55	141	16	goals	goal	NOUN
ajird-55	141	17	.	.	PUNCT
ajird-55	142	1	on	on	ADP
ajird-55	142	2	the	the	DET
ajird-55	142	3	one	one	NUM
ajird-55	142	4	hand	hand	NOUN
ajird-55	142	5	,	,	PUNCT
ajird-55	142	6	it	it	PRON
ajird-55	142	7	has	have	VERB
ajird-55	142	8	to	to	PART
ajird-55	142	9	be	be	AUX
ajird-55	142	10	informal	informal	ADJ
ajird-55	142	11	,	,	PUNCT
ajird-55	142	12	intuitive	intuitive	ADJ
ajird-55	142	13	and	and	CCONJ
ajird-55	142	14	understandable	understandable	ADJ
ajird-55	142	15	for	for	ADP
ajird-55	142	16	non	non	ADJ
ajird-55	142	17	-	-	ADJ
ajird-55	142	18	computer	computer	ADJ
ajird-55	142	19	scientists	scientist	NOUN
ajird-55	142	20	so	so	SCONJ
ajird-55	142	21	that	that	SCONJ
ajird-55	142	22	the	the	DET
ajird-55	142	23	customer	customer	NOUN
ajird-55	142	24	can	can	AUX
ajird-55	142	25	validate	validate	VERB
ajird-55	142	26	:	:	PUNCT
ajird-55	142	27	“	"	PUNCT
ajird-55	142	28	we	we	PRON
ajird-55	142	29	are	be	AUX
ajird-55	142	30	creating	create	VERB
ajird-55	142	31	the	the	DET
ajird-55	142	32	right	right	ADJ
ajird-55	142	33	product	product	NOUN
ajird-55	142	34	.	.	PUNCT
ajird-55	142	35	”	"	PUNCT
ajird-55	143	1	on	on	ADP
ajird-55	143	2	the	the	DET
ajird-55	143	3	other	other	ADJ
ajird-55	143	4	hand	hand	NOUN
ajird-55	143	5	,	,	PUNCT
ajird-55	143	6	it	it	PRON
ajird-55	143	7	has	have	VERB
ajird-55	143	8	to	to	PART
ajird-55	143	9	be	be	AUX
ajird-55	143	10	precise	precise	ADJ
ajird-55	143	11	enough	enough	ADV
ajird-55	143	12	so	so	SCONJ
ajird-55	143	13	that	that	SCONJ
ajird-55	143	14	developers	developer	NOUN
ajird-55	143	15	and	and	CCONJ
ajird-55	143	16	testers	tester	NOUN
ajird-55	143	17	always	always	ADV
ajird-55	143	18	verify	verify	VERB
ajird-55	143	19	can	can	AUX
ajird-55	143	20	:	:	PUNCT
ajird-55	143	21	"	"	PUNCT
ajird-55	143	22	we	we	PRON
ajird-55	143	23	create	create	VERB
ajird-55	143	24	the	the	DET
ajird-55	143	25	product	product	NOUN
ajird-55	143	26	correctly	correctly	ADV
ajird-55	143	27	.	.	PUNCT
ajird-55	144	1	"	"	PUNCT
ajird-55	144	2	maintenance	maintenance	NOUN
ajird-55	144	3	.	.	PUNCT
ajird-55	145	1	unlike	unlike	ADP
ajird-55	145	2	mechanical	mechanical	ADJ
ajird-55	145	3	systems	system	NOUN
ajird-55	145	4	,	,	PUNCT
ajird-55	145	5	software	software	NOUN
ajird-55	145	6	systems	system	NOUN
ajird-55	145	7	do	do	AUX
ajird-55	145	8	not	not	PART
ajird-55	145	9	wear	wear	VERB
ajird-55	145	10	out	out	ADP
ajird-55	145	11	over	over	ADP
ajird-55	145	12	time	time	NOUN
ajird-55	145	13	.	.	PUNCT
ajird-55	146	1	a	a	DET
ajird-55	146	2	program	program	NOUN
ajird-55	146	3	does	do	AUX
ajird-55	146	4	n't	not	PART
ajird-55	146	5	need	need	VERB
ajird-55	146	6	an	an	DET
ajird-55	146	7	overhaul	overhaul	NOUN
ajird-55	146	8	after	after	ADP
ajird-55	146	9	300,000	300,000	NUM
ajird-55	146	10	km	km	NOUN
ajird-55	146	11	or	or	CCONJ
ajird-55	146	12	10	10	NUM
ajird-55	146	13	years	year	NOUN
ajird-55	146	14	,	,	PUNCT
ajird-55	146	15	it	it	PRON
ajird-55	146	16	will	will	AUX
ajird-55	146	17	work	work	VERB
ajird-55	146	18	forever	forever	ADV
ajird-55	146	19	as	as	SCONJ
ajird-55	146	20	it	it	PRON
ajird-55	146	21	did	do	VERB
ajird-55	146	22	on	on	ADP
ajird-55	146	23	the	the	DET
ajird-55	146	24	first	first	ADJ
ajird-55	146	25	day	day	NOUN
ajird-55	146	26	.	.	PUNCT
ajird-55	147	1	that	that	PRON
ajird-55	147	2	's	be	AUX
ajird-55	147	3	the	the	DET
ajird-55	147	4	problem	problem	NOUN
ajird-55	147	5	!	!	PUNCT
ajird-55	148	1	in	in	ADP
ajird-55	148	2	order	order	NOUN
ajird-55	148	3	for	for	SCONJ
ajird-55	148	4	software	software	NOUN
ajird-55	148	5	to	to	PART
ajird-55	148	6	remain	remain	VERB
ajird-55	148	7	useful	useful	ADJ
ajird-55	148	8	,	,	PUNCT
ajird-55	148	9	it	it	PRON
ajird-55	148	10	must	must	AUX
ajird-55	148	11	be	be	AUX
ajird-55	148	12	modified	modify	VERB
ajird-55	148	13	.	.	PUNCT
ajird-55	149	1	modifications	modification	NOUN
ajird-55	149	2	may	may	AUX
ajird-55	149	3	become	become	VERB
ajird-55	149	4	necessary	necessary	ADJ
ajird-55	149	5	because	because	SCONJ
ajird-55	149	6	the	the	DET
ajird-55	149	7	hardware	hardware	NOUN
ajird-55	149	8	is	be	AUX
ajird-55	149	9	being	be	AUX
ajird-55	149	10	replaced	replace	VERB
ajird-55	149	11	,	,	PUNCT
ajird-55	149	12	legal	legal	ADJ
ajird-55	149	13	regulations	regulation	NOUN
ajird-55	149	14	have	have	AUX
ajird-55	149	15	changed	change	VERB
ajird-55	149	16	,	,	PUNCT
ajird-55	149	17	requirements	requirement	NOUN
ajird-55	149	18	have	have	AUX
ajird-55	149	19	increased	increase	VERB
ajird-55	149	20	or	or	CCONJ
ajird-55	149	21	security	security	NOUN
ajird-55	149	22	gaps	gap	NOUN
ajird-55	149	23	or	or	CCONJ
ajird-55	149	24	errors	error	NOUN
ajird-55	149	25	(	(	PUNCT
ajird-55	149	26	"	"	PUNCT
ajird-55	149	27	bugs	bug	NOUN
ajird-55	149	28	"	"	PUNCT
ajird-55	149	29	)	)	PUNCT
ajird-55	149	30	have	have	AUX
ajird-55	149	31	occurred	occur	VERB
ajird-55	149	32	.	.	PUNCT
ajird-55	150	1	such	such	ADJ
ajird-55	150	2	modifications	modification	NOUN
ajird-55	150	3	are	be	AUX
ajird-55	150	4	usually	usually	ADV
ajird-55	150	5	carried	carry	VERB
ajird-55	150	6	out	out	ADP
ajird-55	150	7	by	by	ADP
ajird-55	150	8	means	mean	NOUN
ajird-55	150	9	of	of	ADP
ajird-55	150	10	patches	patch	NOUN
ajird-55	150	11	,	,	PUNCT
ajird-55	150	12	i.e.	i.e.	X
ajird-55	150	13	selective	selective	ADJ
ajird-55	150	14	changes	change	NOUN
ajird-55	150	15	to	to	ADP
ajird-55	150	16	the	the	DET
ajird-55	150	17	software	software	NOUN
ajird-55	150	18	.	.	PUNCT
ajird-55	151	1	often	often	ADV
ajird-55	151	2	the	the	DET
ajird-55	151	3	remarkable	remarkable	ADJ
ajird-55	151	4	recursive	recursive	ADJ
ajird-55	151	5	effect	effect	NOUN
ajird-55	151	6	can	can	AUX
ajird-55	151	7	be	be	AUX
ajird-55	151	8	observed	observe	VERB
ajird-55	151	9	that	that	SCONJ
ajird-55	151	10	the	the	DET
ajird-55	151	11	newly	newly	ADV
ajird-55	151	12	deployed	deploy	VERB
ajird-55	151	13	software	software	NOUN
ajird-55	151	14	changes	change	VERB
ajird-55	151	15	the	the	DET
ajird-55	151	16	area	area	NOUN
ajird-55	151	17	in	in	ADP
ajird-55	151	18	which	which	PRON
ajird-55	151	19	it	it	PRON
ajird-55	151	20	is	be	AUX
ajird-55	151	21	deployed	deploy	VERB
ajird-55	151	22	.	.	PUNCT
ajird-55	152	1	for	for	ADP
ajird-55	152	2	example	example	NOUN
ajird-55	152	3	,	,	PUNCT
ajird-55	152	4	the	the	DET
ajird-55	152	5	software	software	NOUN
ajird-55	152	6	introduced	introduce	VERB
ajird-55	152	7	to	to	PART
ajird-55	152	8	speed	speed	VERB
ajird-55	152	9	up	up	ADP
ajird-55	152	10	his	his	PRON
ajird-55	152	11	work	work	NOUN
ajird-55	152	12	processes	process	NOUN
ajird-55	152	13	could	could	AUX
ajird-55	152	14	lead	lead	VERB
ajird-55	152	15	to	to	ADP
ajird-55	152	16	a	a	DET
ajird-55	152	17	tax	tax	NOUN
ajird-55	152	18	consultant	consultant	NOUN
ajird-55	152	19	winning	win	VERB
ajird-55	152	20	new	new	ADJ
ajird-55	152	21	customers	customer	NOUN
ajird-55	152	22	.	.	PUNCT
ajird-55	153	1	but	but	CCONJ
ajird-55	153	2	now	now	ADV
ajird-55	153	3	he	he	PRON
ajird-55	153	4	is	be	AUX
ajird-55	153	5	dependent	dependent	ADJ
ajird-55	153	6	on	on	ADP
ajird-55	153	7	the	the	DET
ajird-55	153	8	software	software	NOUN
ajird-55	153	9	,	,	PUNCT
ajird-55	153	10	he	he	PRON
ajird-55	153	11	can	can	AUX
ajird-55	153	12	no	no	ADV
ajird-55	153	13	longer	long	ADV
ajird-55	153	14	do	do	VERB
ajird-55	153	15	without	without	ADP
ajird-55	153	16	it	it	PRON
ajird-55	153	17	.	.	PUNCT
ajird-55	154	1	a	a	DET
ajird-55	154	2	prototype	prototype	NOUN
ajird-55	154	3	of	of	ADP
ajird-55	154	4	the	the	DET
ajird-55	154	5	software	software	NOUN
ajird-55	154	6	system	system	NOUN
ajird-55	154	7	or	or	CCONJ
ajird-55	154	8	important	important	ADJ
ajird-55	154	9	system	system	NOUN
ajird-55	154	10	parts	part	NOUN
ajird-55	154	11	is	be	AUX
ajird-55	154	12	often	often	ADV
ajird-55	154	13	created	create	VERB
ajird-55	154	14	before	before	ADP
ajird-55	154	15	the	the	DET
ajird-55	154	16	design	design	NOUN
ajird-55	154	17	phase	phase	NOUN
ajird-55	154	18	to	to	PART
ajird-55	154	19	validate	validate	VERB
ajird-55	154	20	the	the	DET
ajird-55	154	21	requirements	requirement	NOUN
ajird-55	154	22	specification	specification	NOUN
ajird-55	154	23	.	.	PUNCT
ajird-55	155	1	the	the	DET
ajird-55	155	2	prototype	prototype	NOUN
ajird-55	155	3	is	be	AUX
ajird-55	155	4	revised	revise	VERB
ajird-55	155	5	until	until	SCONJ
ajird-55	155	6	the	the	DET
ajird-55	155	7	customer	customer	NOUN
ajird-55	155	8	or	or	CCONJ
ajird-55	155	9	user	user	NOUN
ajird-55	155	10	agrees	agree	VERB
ajird-55	155	11	.	.	PUNCT
ajird-55	156	1	a	a	DET
ajird-55	156	2	prototype	prototype	NOUN
ajird-55	156	3	only	only	ADV
ajird-55	156	4	illustrates	illustrate	VERB
ajird-55	156	5	basic	basic	ADJ
ajird-55	156	6	aspects	aspect	NOUN
ajird-55	156	7	of	of	ADP
ajird-55	156	8	the	the	DET
ajird-55	156	9	software	software	NOUN
ajird-55	156	10	.	.	PUNCT
ajird-55	157	1	typical	typical	ADJ
ajird-55	157	2	is	be	AUX
ajird-55	157	3	the	the	DET
ajird-55	157	4	creation	creation	NOUN
ajird-55	157	5	of	of	ADP
ajird-55	157	6	prototypes	prototype	NOUN
ajird-55	157	7	of	of	ADP
ajird-55	157	8	the	the	DET
ajird-55	157	9	user	user	NOUN
ajird-55	157	10	interface	interface	PROPN
ajird-55	157	11	american	american	PROPN
ajird-55	157	12	journal	journal	PROPN
ajird-55	157	13	of	of	ADP
ajird-55	157	14	interdisciplinary	interdisciplinary	ADJ
ajird-55	157	15	research	research	NOUN
ajird-55	157	16	and	and	CCONJ
ajird-55	157	17	development	development	NOUN
ajird-55	157	18	issn	issn	PROPN
ajird-55	157	19	online	online	NOUN
ajird-55	157	20	:	:	PUNCT
ajird-55	157	21	2771	2771	NUM
ajird-55	157	22	-	-	SYM
ajird-55	157	23	8948	8948	NUM
ajird-55	157	24	website	website	NOUN
ajird-55	157	25	:	:	PUNCT
ajird-55	157	26	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-55	157	27	volume	volume	NOUN
ajird-55	157	28	04	04	NUM
ajird-55	157	29	,	,	PUNCT
ajird-55	157	30	may	may	AUX
ajird-55	157	31	,	,	PUNCT
ajird-55	157	32	2022	2022	NUM
ajird-55	157	33	87	87	NUM
ajird-55	158	1	|	|	ADV
ajird-55	158	2	p	p	ADP
ajird-55	158	3	a	a	DET
ajird-55	158	4	g	g	NOUN
ajird-55	158	5	e	e	NOUN
ajird-55	158	6	(	(	PUNCT
ajird-55	158	7	horizontal	horizontal	ADJ
ajird-55	158	8	prototypes	prototype	NOUN
ajird-55	158	9	)	)	PUNCT
ajird-55	158	10	to	to	PART
ajird-55	158	11	illuminate	illuminate	VERB
ajird-55	158	12	certain	certain	ADJ
ajird-55	158	13	aspects	aspect	NOUN
ajird-55	158	14	of	of	ADP
ajird-55	158	15	the	the	DET
ajird-55	158	16	user	user	NOUN
ajird-55	158	17	interface	interface	NOUN
ajird-55	158	18	;	;	PUNCT
ajird-55	158	19	in	in	ADP
ajird-55	158	20	extreme	extreme	ADJ
ajird-55	158	21	cases	case	NOUN
ajird-55	158	22	,	,	PUNCT
ajird-55	158	23	such	such	ADJ
ajird-55	158	24	prototypes	prototype	NOUN
ajird-55	158	25	can	can	AUX
ajird-55	158	26	consist	consist	VERB
ajird-55	158	27	of	of	ADP
ajird-55	158	28	paper	paper	NOUN
ajird-55	158	29	sketches	sketch	NOUN
ajird-55	158	30	;	;	PUNCT
ajird-55	158	31	sequences	sequence	NOUN
ajird-55	158	32	of	of	ADP
ajird-55	158	33	such	such	ADJ
ajird-55	158	34	surface	surface	NOUN
ajird-55	158	35	sketches	sketch	NOUN
ajird-55	158	36	(	(	PUNCT
ajird-55	158	37	storyboards	storyboard	NOUN
ajird-55	158	38	)	)	PUNCT
ajird-55	158	39	similar	similar	ADJ
ajird-55	158	40	to	to	ADP
ajird-55	158	41	a	a	DET
ajird-55	158	42	comic	comic	ADJ
ajird-55	158	43	strip	strip	NOUN
ajird-55	158	44	can	can	AUX
ajird-55	158	45	be	be	AUX
ajird-55	158	46	created	create	VERB
ajird-55	158	47	to	to	PART
ajird-55	158	48	illustrate	illustrate	VERB
ajird-55	158	49	entire	entire	ADJ
ajird-55	158	50	processes	process	NOUN
ajird-55	158	51	.	.	PUNCT
ajird-55	159	1	in	in	ADP
ajird-55	159	2	the	the	DET
ajird-55	159	3	case	case	NOUN
ajird-55	159	4	of	of	ADP
ajird-55	159	5	a	a	DET
ajird-55	159	6	function	function	NOUN
ajird-55	159	7	prototype	prototype	NOUN
ajird-55	159	8	(	(	PUNCT
ajird-55	159	9	vertical	vertical	ADJ
ajird-55	159	10	prototype	prototype	NOUN
ajird-55	159	11	)	)	PUNCT
ajird-55	159	12	,	,	PUNCT
ajird-55	159	13	on	on	ADP
ajird-55	159	14	the	the	DET
ajird-55	159	15	other	other	ADJ
ajird-55	159	16	hand	hand	NOUN
ajird-55	159	17	,	,	PUNCT
ajird-55	159	18	a	a	DET
ajird-55	159	19	section	section	NOUN
ajird-55	159	20	of	of	ADP
ajird-55	159	21	the	the	DET
ajird-55	159	22	required	require	VERB
ajird-55	159	23	functionality	functionality	NOUN
ajird-55	159	24	is	be	AUX
ajird-55	159	25	implemented	implement	VERB
ajird-55	159	26	that	that	PRON
ajird-55	159	27	covers	cover	VERB
ajird-55	159	28	all	all	DET
ajird-55	159	29	layers	layer	NOUN
ajird-55	159	30	of	of	ADP
ajird-55	159	31	the	the	DET
ajird-55	159	32	software	software	NOUN
ajird-55	159	33	,	,	PUNCT
ajird-55	159	34	for	for	ADP
ajird-55	159	35	example	example	NOUN
ajird-55	159	36	from	from	ADP
ajird-55	159	37	the	the	DET
ajird-55	159	38	user	user	NOUN
ajird-55	159	39	interface	interface	NOUN
ajird-55	159	40	to	to	ADP
ajird-55	159	41	the	the	DET
ajird-55	159	42	database	database	NOUN
ajird-55	159	43	connection	connection	NOUN
ajird-55	159	44	to	to	PART
ajird-55	159	45	check	check	VERB
ajird-55	159	46	certain	certain	ADJ
ajird-55	159	47	requirements	requirement	NOUN
ajird-55	159	48	for	for	ADP
ajird-55	159	49	the	the	DET
ajird-55	159	50	performance	performance	NOUN
ajird-55	159	51	of	of	ADP
ajird-55	159	52	master	master	PROPN
ajird-55	159	53	data	datum	NOUN
ajird-55	159	54	management	management	NOUN
ajird-55	159	55	.	.	PUNCT
ajird-55	160	1	often	often	ADV
ajird-55	160	2	,	,	PUNCT
ajird-55	160	3	prototypes	prototype	NOUN
ajird-55	160	4	are	be	AUX
ajird-55	160	5	realized	realize	VERB
ajird-55	160	6	in	in	ADP
ajird-55	160	7	rapid	rapid	ADJ
ajird-55	160	8	prototyping	prototyping	NOUN
ajird-55	160	9	,	,	PUNCT
ajird-55	160	10	ie	ie	CCONJ
ajird-55	160	11	"	"	PUNCT
ajird-55	160	12	quick	quick	ADJ
ajird-55	160	13	and	and	CCONJ
ajird-55	160	14	dirty	dirty	ADJ
ajird-55	160	15	"	"	PUNCT
ajird-55	160	16	to	to	PART
ajird-55	160	17	get	get	VERB
ajird-55	160	18	around	around	ADV
ajird-55	160	19	to	to	PART
ajird-55	160	20	quickly	quickly	ADV
ajird-55	160	21	provide	provide	VERB
ajird-55	160	22	clarity	clarity	NOUN
ajird-55	160	23	about	about	ADP
ajird-55	160	24	a	a	DET
ajird-55	160	25	certain	certain	ADJ
ajird-55	160	26	aspect	aspect	NOUN
ajird-55	160	27	and	and	CCONJ
ajird-55	160	28	to	to	PART
ajird-55	160	29	save	save	VERB
ajird-55	160	30	effort	effort	NOUN
ajird-55	160	31	.	.	PUNCT
ajird-55	161	1	the	the	DET
ajird-55	161	2	prototype	prototype	NOUN
ajird-55	161	3	can	can	AUX
ajird-55	161	4	be	be	AUX
ajird-55	161	5	thrown	throw	VERB
ajird-55	161	6	away	away	ADV
ajird-55	161	7	during	during	ADP
ajird-55	161	8	the	the	DET
ajird-55	161	9	transition	transition	NOUN
ajird-55	161	10	to	to	ADP
ajird-55	161	11	the	the	DET
ajird-55	161	12	design	design	NOUN
ajird-55	161	13	(	(	PUNCT
ajird-55	161	14	disposable	disposable	ADJ
ajird-55	161	15	prototype	prototype	NOUN
ajird-55	161	16	)	)	PUNCT
ajird-55	161	17	or	or	CCONJ
ajird-55	161	18	it	it	PRON
ajird-55	161	19	can	can	AUX
ajird-55	161	20	be	be	AUX
ajird-55	161	21	further	far	ADV
ajird-55	161	22	developed	develop	VERB
ajird-55	161	23	and	and	CCONJ
ajird-55	161	24	incorporated	incorporate	VERB
ajird-55	161	25	into	into	ADP
ajird-55	161	26	the	the	DET
ajird-55	161	27	end	end	NOUN
ajird-55	161	28	product	product	NOUN
ajird-55	161	29	.	.	PUNCT
ajird-55	162	1	investigations	investigation	NOUN
ajird-55	162	2	indicate	indicate	VERB
ajird-55	162	3	point	point	NOUN
ajird-55	162	4	out	out	ADP
ajird-55	162	5	that	that	SCONJ
ajird-55	162	6	the	the	DET
ajird-55	162	7	quality	quality	NOUN
ajird-55	162	8	of	of	ADP
ajird-55	162	9	the	the	DET
ajird-55	162	10	end	end	NOUN
ajird-55	162	11	product	product	NOUN
ajird-55	162	12	is	be	AUX
ajird-55	162	13	higher	high	ADJ
ajird-55	162	14	with	with	ADP
ajird-55	162	15	disposable	disposable	ADJ
ajird-55	162	16	prototypes	prototype	NOUN
ajird-55	162	17	[	[	X
ajird-55	162	18	12	12	NUM
ajird-55	162	19	,	,	PUNCT
ajird-55	162	20	p.	p.	NOUN
ajird-55	162	21	22].the	22].the	DET
ajird-55	162	22	software	software	NOUN
ajird-55	162	23	is	be	AUX
ajird-55	162	24	a	a	DET
ajird-55	162	25	project	project	NOUN
ajird-55	162	26	.	.	PUNCT
ajird-55	163	1	each	each	PRON
ajird-55	163	2	of	of	ADP
ajird-55	163	3	the	the	DET
ajird-55	163	4	phases	phase	NOUN
ajird-55	163	5	can	can	AUX
ajird-55	163	6	be	be	AUX
ajird-55	163	7	given	give	VERB
ajird-55	163	8	a	a	DET
ajird-55	163	9	time	time	NOUN
ajird-55	163	10	schedule	schedule	NOUN
ajird-55	163	11	for	for	ADP
ajird-55	163	12	its	its	PRON
ajird-55	163	13	milestone	milestone	NOUN
ajird-55	163	14	,	,	PUNCT
ajird-55	163	15	i.e.	i.e.	X
ajird-55	163	16	its	its	PRON
ajird-55	163	17	completion	completion	NOUN
ajird-55	163	18	.	.	PUNCT
ajird-55	164	1	it	it	PRON
ajird-55	164	2	becomes	become	VERB
ajird-55	164	3	so	so	ADV
ajird-55	164	4	for	for	ADP
ajird-55	164	5	project	project	NOUN
ajird-55	164	6	management	management	NOUN
ajird-55	164	7	possible	possible	ADJ
ajird-55	164	8	to	to	PART
ajird-55	164	9	estimate	estimate	VERB
ajird-55	164	10	costs	cost	NOUN
ajird-55	164	11	and	and	CCONJ
ajird-55	164	12	deadlines	deadline	NOUN
ajird-55	164	13	through	through	ADP
ajird-55	164	14	the	the	DET
ajird-55	164	15	time	time	NOUN
ajird-55	164	16	planning	planning	NOUN
ajird-55	164	17	and	and	CCONJ
ajird-55	164	18	resource	resource	NOUN
ajird-55	164	19	allocation	allocation	NOUN
ajird-55	164	20	for	for	ADP
ajird-55	164	21	the	the	DET
ajird-55	164	22	individual	individual	ADJ
ajird-55	164	23	phases	phase	NOUN
ajird-55	164	24	.	.	PUNCT
ajird-55	165	1	overall	overall	ADV
ajird-55	165	2	,	,	PUNCT
ajird-55	165	3	the	the	DET
ajird-55	165	4	waterfall	waterfall	NOUN
ajird-55	165	5	model	model	NOUN
ajird-55	165	6	(	(	PUNCT
ajird-55	165	7	in	in	ADP
ajird-55	165	8	its	its	PRON
ajird-55	165	9	strict	strict	ADJ
ajird-55	165	10	interpretation	interpretation	NOUN
ajird-55	165	11	)	)	PUNCT
ajird-55	165	12	is	be	AUX
ajird-55	165	13	a	a	DET
ajird-55	165	14	document	document	NOUN
ajird-55	165	15	-	-	PUNCT
ajird-55	165	16	oriented	orient	VERB
ajird-55	165	17	process	process	NOUN
ajird-55	165	18	model	model	NOUN
ajird-55	165	19	,	,	PUNCT
ajird-55	165	20	because	because	SCONJ
ajird-55	165	21	for	for	ADP
ajird-55	165	22	each	each	DET
ajird-55	165	23	development	development	NOUN
ajird-55	165	24	phase	phase	NOUN
ajird-55	165	25	there	there	PRON
ajird-55	165	26	is	be	VERB
ajird-55	165	27	a	a	DET
ajird-55	165	28	clear	clear	ADJ
ajird-55	165	29	definition	definition	NOUN
ajird-55	165	30	of	of	ADP
ajird-55	165	31	which	which	DET
ajird-55	165	32	products	product	NOUN
ajird-55	165	33	or	or	CCONJ
ajird-55	165	34	result	result	VERB
ajird-55	165	35	documents	document	NOUN
ajird-55	165	36	must	must	AUX
ajird-55	165	37	be	be	AUX
ajird-55	165	38	available	available	ADJ
ajird-55	165	39	after	after	ADP
ajird-55	165	40	completion	completion	NOUN
ajird-55	165	41	.	.	PUNCT
ajird-55	166	1	such	such	ADJ
ajird-55	166	2	result	result	NOUN
ajird-55	166	3	documents	document	NOUN
ajird-55	166	4	can	can	AUX
ajird-55	166	5	be	be	AUX
ajird-55	166	6	programs	program	NOUN
ajird-55	166	7	or	or	CCONJ
ajird-55	166	8	documentation	documentation	NOUN
ajird-55	166	9	and	and	CCONJ
ajird-55	166	10	serve	serve	VERB
ajird-55	166	11	as	as	ADP
ajird-55	166	12	a	a	DET
ajird-55	166	13	control	control	NOUN
ajird-55	166	14	points	point	NOUN
ajird-55	166	15	of	of	ADP
ajird-55	166	16	the	the	DET
ajird-55	166	17	overall	overall	ADJ
ajird-55	166	18	process	process	NOUN
ajird-55	166	19	.	.	PUNCT
ajird-55	167	1	the	the	DET
ajird-55	167	2	project	project	NOUN
ajird-55	167	3	management	management	NOUN
ajird-55	167	4	and	and	CCONJ
ajird-55	167	5	,	,	PUNCT
ajird-55	167	6	if	if	SCONJ
ajird-55	167	7	necessary	necessary	ADJ
ajird-55	167	8	,	,	PUNCT
ajird-55	167	9	the	the	DET
ajird-55	167	10	customer	customer	NOUN
ajird-55	167	11	,	,	PUNCT
ajird-55	167	12	can	can	AUX
ajird-55	167	13	use	use	VERB
ajird-55	167	14	the	the	DET
ajird-55	167	15	result	result	NOUN
ajird-55	167	16	documents	document	NOUN
ajird-55	167	17	to	to	PART
ajird-55	167	18	track	track	VERB
ajird-55	167	19	the	the	DET
ajird-55	167	20	progress	progress	NOUN
ajird-55	167	21	of	of	ADP
ajird-55	167	22	the	the	DET
ajird-55	167	23	process	process	NOUN
ajird-55	167	24	.	.	PUNCT
ajird-55	168	1	in	in	ADP
ajird-55	168	2	addition	addition	NOUN
ajird-55	168	3	to	to	ADP
ajird-55	168	4	these	these	DET
ajird-55	168	5	positive	positive	ADJ
ajird-55	168	6	properties	property	NOUN
ajird-55	168	7	in	in	ADP
ajird-55	168	8	terms	term	NOUN
ajird-55	168	9	of	of	ADP
ajird-55	168	10	project	project	NOUN
ajird-55	168	11	management	management	NOUN
ajird-55	168	12	,	,	PUNCT
ajird-55	168	13	the	the	DET
ajird-55	168	14	model	model	NOUN
ajird-55	168	15	also	also	ADV
ajird-55	168	16	has	have	VERB
ajird-55	168	17	a	a	DET
ajird-55	168	18	serious	serious	ADJ
ajird-55	168	19	disadvantage	disadvantage	NOUN
ajird-55	168	20	.	.	PUNCT
ajird-55	169	1	in	in	ADP
ajird-55	169	2	order	order	NOUN
ajird-55	169	3	for	for	ADP
ajird-55	169	4	a	a	DET
ajird-55	169	5	phase	phase	NOUN
ajird-55	169	6	to	to	PART
ajird-55	169	7	begin	begin	VERB
ajird-55	169	8	,	,	PUNCT
ajird-55	169	9	it	it	PRON
ajird-55	169	10	must	must	AUX
ajird-55	169	11	the	the	DET
ajird-55	169	12	previous	previous	ADJ
ajird-55	169	13	phase	phase	NOUN
ajird-55	169	14	will	will	AUX
ajird-55	169	15	be	be	AUX
ajird-55	169	16	completely	completely	ADV
ajird-55	169	17	done	do	VERB
ajird-55	169	18	.	.	PUNCT
ajird-55	170	1	the	the	DET
ajird-55	170	2	catalog	catalog	NOUN
ajird-55	170	3	of	of	ADP
ajird-55	170	4	requirements	requirement	NOUN
ajird-55	170	5	must	must	AUX
ajird-55	170	6	be	be	AUX
ajird-55	170	7	complete	complete	ADJ
ajird-55	170	8	be	be	AUX
ajird-55	170	9	created	create	VERB
ajird-55	170	10	before	before	SCONJ
ajird-55	170	11	you	you	PRON
ajird-55	170	12	can	can	AUX
ajird-55	170	13	start	start	VERB
ajird-55	170	14	designing	design	VERB
ajird-55	170	15	.	.	PUNCT
ajird-55	171	1	conversely	conversely	ADV
ajird-55	171	2	,	,	PUNCT
ajird-55	171	3	the	the	DET
ajird-55	171	4	catalog	catalog	NOUN
ajird-55	171	5	of	of	ADP
ajird-55	171	6	requirements	requirement	NOUN
ajird-55	171	7	is	be	AUX
ajird-55	171	8	permanently	permanently	ADV
ajird-55	171	9	frozen	frozen	ADJ
ajird-55	171	10	when	when	SCONJ
ajird-55	171	11	the	the	DET
ajird-55	171	12	design	design	NOUN
ajird-55	171	13	phase	phase	NOUN
ajird-55	171	14	has	have	AUX
ajird-55	171	15	started	start	VERB
ajird-55	171	16	and	and	CCONJ
ajird-55	171	17	can	can	AUX
ajird-55	171	18	no	no	ADV
ajird-55	171	19	longer	long	ADV
ajird-55	171	20	be	be	AUX
ajird-55	171	21	changed	change	VERB
ajird-55	171	22	.	.	PUNCT
ajird-55	172	1	often	often	ADV
ajird-55	172	2	,	,	PUNCT
ajird-55	172	3	however	however	ADV
ajird-55	172	4	,	,	PUNCT
ajird-55	172	5	the	the	DET
ajird-55	172	6	problem	problem	NOUN
ajird-55	172	7	is	be	AUX
ajird-55	172	8	only	only	ADV
ajird-55	172	9	vaguely	vaguely	ADV
ajird-55	172	10	understood	understand	VERB
ajird-55	172	11	in	in	ADP
ajird-55	172	12	the	the	DET
ajird-55	172	13	first	first	ADJ
ajird-55	172	14	phases	phase	NOUN
ajird-55	172	15	,	,	PUNCT
ajird-55	172	16	or	or	CCONJ
ajird-55	172	17	essential	essential	ADJ
ajird-55	172	18	detailed	detailed	ADJ
ajird-55	172	19	problems	problem	NOUN
ajird-55	172	20	or	or	CCONJ
ajird-55	172	21	even	even	ADV
ajird-55	172	22	thinking	think	VERB
ajird-55	172	23	errors	error	NOUN
ajird-55	172	24	are	be	AUX
ajird-55	172	25	only	only	ADV
ajird-55	172	26	discovered	discover	VERB
ajird-55	172	27	in	in	ADP
ajird-55	172	28	the	the	DET
ajird-55	172	29	later	later	ADJ
ajird-55	172	30	phases	phase	NOUN
ajird-55	172	31	.	.	PUNCT
ajird-55	173	1	grows	grow	VERB
ajird-55	173	2	during	during	ADP
ajird-55	173	3	the	the	DET
ajird-55	173	4	design	design	NOUN
ajird-55	173	5	phase	phase	NOUN
ajird-55	173	6	or	or	CCONJ
ajird-55	173	7	implementation	implementation	NOUN
ajird-55	173	8	often	often	ADV
ajird-55	173	9	only	only	ADV
ajird-55	173	10	the	the	DET
ajird-55	173	11	understanding	understanding	NOUN
ajird-55	173	12	of	of	ADP
ajird-55	173	13	the	the	DET
ajird-55	173	14	problem	problem	NOUN
ajird-55	173	15	.	.	PUNCT
ajird-55	174	1	so	so	ADV
ajird-55	174	2	there	there	PRON
ajird-55	174	3	are	be	VERB
ajird-55	174	4	often	often	ADV
ajird-55	174	5	,	,	PUNCT
ajird-55	174	6	and	and	CCONJ
ajird-55	174	7	especially	especially	ADV
ajird-55	174	8	with	with	ADP
ajird-55	174	9	new	new	ADJ
ajird-55	174	10	and	and	CCONJ
ajird-55	174	11	innovative	innovative	ADJ
ajird-55	174	12	systems	system	NOUN
ajird-55	174	13	,	,	PUNCT
ajird-55	174	14	wrong	wrong	ADJ
ajird-55	174	15	decisions	decision	NOUN
ajird-55	174	16	in	in	ADP
ajird-55	174	17	the	the	DET
ajird-55	174	18	first	first	ADJ
ajird-55	174	19	phases	phase	NOUN
ajird-55	174	20	,	,	PUNCT
ajird-55	174	21	which	which	PRON
ajird-55	174	22	are	be	AUX
ajird-55	174	23	later	later	ADV
ajird-55	174	24	need	need	VERB
ajird-55	174	25	to	to	PART
ajird-55	174	26	be	be	AUX
ajird-55	174	27	corrected	correct	VERB
ajird-55	174	28	.	.	PUNCT
ajird-55	175	1	however	however	ADV
ajird-55	175	2	,	,	PUNCT
ajird-55	175	3	if	if	SCONJ
ajird-55	175	4	the	the	DET
ajird-55	175	5	principle	principle	NOUN
ajird-55	175	6	of	of	ADP
ajird-55	175	7	the	the	DET
ajird-55	175	8	irreversibility	irreversibility	NOUN
ajird-55	175	9	of	of	ADP
ajird-55	175	10	the	the	DET
ajird-55	175	11	phase	phase	NOUN
ajird-55	175	12	decisions	decision	NOUN
ajird-55	175	13	is	be	AUX
ajird-55	175	14	dissolved	dissolve	VERB
ajird-55	175	15	,	,	PUNCT
ajird-55	175	16	the	the	DET
ajird-55	175	17	project	project	NOUN
ajird-55	175	18	becomes	become	VERB
ajird-55	175	19	more	more	ADV
ajird-55	175	20	difficult	difficult	ADJ
ajird-55	175	21	to	to	PART
ajird-55	175	22	plan	plan	VERB
ajird-55	175	23	and	and	CCONJ
ajird-55	175	24	an	an	DET
ajird-55	175	25	initially	initially	ADV
ajird-55	175	26	planned	plan	VERB
ajird-55	175	27	one	one	NUM
ajird-55	175	28	budget	budget	NOUN
ajird-55	175	29	can	can	AUX
ajird-55	175	30	quickly	quickly	ADV
ajird-55	175	31	get	get	VERB
ajird-55	175	32	out	out	ADP
ajird-55	175	33	of	of	ADP
ajird-55	175	34	hand	hand	NOUN
ajird-55	175	35	.	.	PUNCT
ajird-55	176	1	the	the	DET
ajird-55	176	2	waterfall	waterfall	NOUN
ajird-55	176	3	model	model	NOUN
ajird-55	176	4	is	be	AUX
ajird-55	176	5	particularly	particularly	ADV
ajird-55	176	6	suitable	suitable	ADJ
ajird-55	176	7	when	when	SCONJ
ajird-55	176	8	the	the	DET
ajird-55	176	9	developers	developer	NOUN
ajird-55	176	10	(	(	PUNCT
ajird-55	176	11	!	!	PUNCT
ajird-55	176	12	)	)	PUNCT
ajird-55	176	13	have	have	VERB
ajird-55	176	14	a	a	DET
ajird-55	176	15	sufficiently	sufficiently	ADV
ajird-55	176	16	precise	precise	ADJ
ajird-55	176	17	idea	idea	NOUN
ajird-55	176	18	of	of	ADP
ajird-55	176	19	the	the	DET
ajird-55	176	20	problem	problem	NOUN
ajird-55	176	21	area	area	NOUN
ajird-55	176	22	,	,	PUNCT
ajird-55	176	23	for	for	ADP
ajird-55	176	24	example	example	NOUN
ajird-55	176	25	when	when	SCONJ
ajird-55	176	26	an	an	DET
ajird-55	176	27	experienced	experienced	ADJ
ajird-55	176	28	software	software	NOUN
ajird-55	176	29	team	team	NOUN
ajird-55	176	30	is	be	AUX
ajird-55	176	31	working	work	VERB
ajird-55	176	32	on	on	ADP
ajird-55	176	33	a	a	DET
ajird-55	176	34	new	new	ADJ
ajird-55	176	35	product	product	NOUN
ajird-55	176	36	that	that	PRON
ajird-55	176	37	is	be	AUX
ajird-55	176	38	similar	similar	ADJ
ajird-55	176	39	to	to	ADP
ajird-55	176	40	one	one	NUM
ajird-55	176	41	that	that	PRON
ajird-55	176	42	they	they	PRON
ajird-55	176	43	have	have	AUX
ajird-55	176	44	already	already	ADV
ajird-55	176	45	developed	develop	VERB
ajird-55	176	46	.	.	PUNCT
ajird-55	177	1	in	in	ADP
ajird-55	177	2	the	the	DET
ajird-55	177	3	case	case	NOUN
ajird-55	177	4	of	of	ADP
ajird-55	177	5	particularly	particularly	ADV
ajird-55	177	6	innovative	innovative	ADJ
ajird-55	177	7	or	or	CCONJ
ajird-55	177	8	simply	simply	ADV
ajird-55	177	9	not	not	PART
ajird-55	177	10	yet	yet	ADV
ajird-55	177	11	sufficiently	sufficiently	ADV
ajird-55	177	12	good	good	ADJ
ajird-55	177	13	in	in	ADP
ajird-55	177	14	contrast	contrast	NOUN
ajird-55	177	15	,	,	PUNCT
ajird-55	177	16	the	the	DET
ajird-55	177	17	waterfall	waterfall	NOUN
ajird-55	177	18	model	model	NOUN
ajird-55	177	19	is	be	AUX
ajird-55	177	20	rather	rather	ADV
ajird-55	177	21	unsuitable	unsuitable	ADJ
ajird-55	177	22	for	for	ADP
ajird-55	177	23	understood	understand	VERB
ajird-55	177	24	systems	system	NOUN
ajird-55	177	25	.	.	PUNCT
ajird-55	178	1	the	the	DET
ajird-55	178	2	modified	modify	VERB
ajird-55	178	3	waterfall	waterfall	NOUN
ajird-55	178	4	model	model	NOUN
ajird-55	178	5	was	be	AUX
ajird-55	178	6	an	an	DET
ajird-55	178	7	early	early	ADJ
ajird-55	178	8	,	,	PUNCT
ajird-55	178	9	quite	quite	ADV
ajird-55	178	10	obvious	obvious	ADJ
ajird-55	178	11	adaptation	adaptation	NOUN
ajird-55	178	12	of	of	ADP
ajird-55	178	13	the	the	DET
ajird-55	178	14	procedural	procedural	ADJ
ajird-55	178	15	model	model	NOUN
ajird-55	178	16	to	to	ADP
ajird-55	178	17	these	these	DET
ajird-55	178	18	american	american	ADJ
ajird-55	178	19	journal	journal	PROPN
ajird-55	178	20	of	of	ADP
ajird-55	178	21	interdisciplinary	interdisciplinary	ADJ
ajird-55	178	22	research	research	NOUN
ajird-55	178	23	and	and	CCONJ
ajird-55	178	24	development	development	NOUN
ajird-55	178	25	issn	issn	PROPN
ajird-55	178	26	online	online	NOUN
ajird-55	178	27	:	:	PUNCT
ajird-55	178	28	2771	2771	NUM
ajird-55	178	29	-	-	SYM
ajird-55	178	30	8948	8948	NUM
ajird-55	178	31	website	website	NOUN
ajird-55	178	32	:	:	PUNCT
ajird-55	178	33	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-55	178	34	volume	volume	NOUN
ajird-55	178	35	04	04	NUM
ajird-55	178	36	,	,	PUNCT
ajird-55	178	37	may	may	AUX
ajird-55	178	38	,	,	PUNCT
ajird-55	178	39	2022	2022	NUM
ajird-55	178	40	88	88	NUM
ajird-55	178	41	|	|	ADV
ajird-55	178	42	p	p	NOUN
ajird-55	178	43	a	a	DET
ajird-55	178	44	g	g	NOUN
ajird-55	178	45	e	e	NOUN
ajird-55	178	46	difficulties	difficulty	NOUN
ajird-55	178	47	(	(	PUNCT
ajird-55	178	48	figure	figure	NOUN
ajird-55	178	49	2.2	2.2	NUM
ajird-55	178	50	)	)	PUNCT
ajird-55	178	51	.	.	PUNCT
ajird-55	179	1	it	it	PRON
ajird-55	179	2	enables	enable	VERB
ajird-55	179	3	feedback	feedback	NOUN
ajird-55	179	4	at	at	ADP
ajird-55	179	5	least	least	ADJ
ajird-55	179	6	to	to	ADP
ajird-55	179	7	the	the	DET
ajird-55	179	8	next	next	ADJ
ajird-55	179	9	earlier	early	ADJ
ajird-55	179	10	phase	phase	NOUN
ajird-55	179	11	if	if	SCONJ
ajird-55	179	12	errors	error	NOUN
ajird-55	179	13	have	have	AUX
ajird-55	179	14	occurred	occur	VERB
ajird-55	179	15	.	.	PUNCT
ajird-55	180	1	if	if	SCONJ
ajird-55	180	2	this	this	DET
ajird-55	180	3	procedural	procedural	ADJ
ajird-55	180	4	model	model	NOUN
ajird-55	180	5	is	be	AUX
ajird-55	180	6	used	use	VERB
ajird-55	180	7	consistently	consistently	ADV
ajird-55	180	8	,	,	PUNCT
ajird-55	180	9	in	in	ADP
ajird-55	180	10	the	the	DET
ajird-55	180	11	worst	bad	ADJ
ajird-55	180	12	case	case	NOUN
ajird-55	180	13	the	the	DET
ajird-55	180	14	nightmare	nightmare	NOUN
ajird-55	180	15	of	of	ADP
ajird-55	180	16	a	a	DET
ajird-55	180	17	classic	classic	ADJ
ajird-55	180	18	project	project	NOUN
ajird-55	180	19	manager	manager	NOUN
ajird-55	180	20	can	can	AUX
ajird-55	180	21	arise	arise	VERB
ajird-55	180	22	and	and	CCONJ
ajird-55	180	23	already	already	ADV
ajird-55	180	24	reached	reach	VERB
ajird-55	180	25	milestones	milestone	NOUN
ajird-55	180	26	can	can	AUX
ajird-55	180	27	be	be	AUX
ajird-55	180	28	revised	revise	VERB
ajird-55	180	29	and	and	CCONJ
ajird-55	180	30	are	be	AUX
ajird-55	180	31	to	to	PART
ajird-55	180	32	be	be	AUX
ajird-55	180	33	obtained	obtain	VERB
ajird-55	180	34	again	again	ADV
ajird-55	180	35	.	.	PUNCT
ajird-55	181	1	every	every	DET
ajird-55	181	2	software	software	NOUN
ajird-55	181	3	development	development	NOUN
ajird-55	181	4	moves	move	NOUN
ajird-55	181	5	in	in	ADP
ajird-55	181	6	the	the	DET
ajird-55	181	7	field	field	NOUN
ajird-55	181	8	of	of	ADP
ajird-55	181	9	tension	tension	NOUN
ajird-55	181	10	between	between	ADP
ajird-55	181	11	this	this	DET
ajird-55	181	12	conflict	conflict	NOUN
ajird-55	181	13	of	of	ADP
ajird-55	181	14	objectives	objective	NOUN
ajird-55	181	15	between	between	ADP
ajird-55	181	16	planning	planning	NOUN
ajird-55	181	17	and	and	CCONJ
ajird-55	181	18	budgeting	budgeting	NOUN
ajird-55	181	19	on	on	ADP
ajird-55	181	20	the	the	DET
ajird-55	181	21	one	one	NUM
ajird-55	181	22	hand	hand	NOUN
ajird-55	181	23	and	and	CCONJ
ajird-55	181	24	requirement	requirement	NOUN
ajird-55	181	25	fulfillment	fulfillment	NOUN
ajird-55	181	26	and	and	CCONJ
ajird-55	181	27	quality	quality	NOUN
ajird-55	181	28	on	on	ADP
ajird-55	181	29	the	the	DET
ajird-55	181	30	other	other	ADJ
ajird-55	181	31	.	.	PUNCT
ajird-55	182	1	the	the	DET
ajird-55	182	2	following	follow	VERB
ajird-55	182	3	sections	section	NOUN
ajird-55	182	4	describe	describe	VERB
ajird-55	182	5	approaches	approach	NOUN
ajird-55	182	6	to	to	ADP
ajird-55	182	7	realizable	realizable	ADJ
ajird-55	182	8	solutions	solution	NOUN
ajird-55	182	9	to	to	ADP
ajird-55	182	10	this	this	DET
ajird-55	182	11	trade	trade	NOUN
ajird-55	182	12	-	-	PUNCT
ajird-55	182	13	off	off	NOUN
ajird-55	182	14	.	.	PUNCT
ajird-55	183	1	in	in	ADP
ajird-55	183	2	addition	addition	NOUN
ajird-55	183	3	to	to	ADP
ajird-55	183	4	standardized	standardized	ADJ
ajird-55	183	5	methods	method	NOUN
ajird-55	183	6	or	or	CCONJ
ajird-55	183	7	rules	rule	NOUN
ajird-55	183	8	of	of	ADP
ajird-55	183	9	thumb	thumb	NOUN
ajird-55	183	10	in	in	ADP
ajird-55	183	11	software	software	NOUN
ajird-55	183	12	engineering	engineering	NOUN
ajird-55	183	13	that	that	PRON
ajird-55	183	14	increase	increase	VERB
ajird-55	183	15	the	the	DET
ajird-55	183	16	efficiency	efficiency	NOUN
ajird-55	183	17	of	of	ADP
ajird-55	183	18	software	software	NOUN
ajird-55	183	19	development	development	NOUN
ajird-55	183	20	,	,	PUNCT
ajird-55	183	21	there	there	PRON
ajird-55	183	22	is	be	VERB
ajird-55	183	23	another	another	DET
ajird-55	183	24	factor	factor	NOUN
ajird-55	183	25	:	:	PUNCT
ajird-55	183	26	the	the	DET
ajird-55	183	27	software	software	NOUN
ajird-55	183	28	analysts	analyst	NOUN
ajird-55	183	29	,	,	PUNCT
ajird-55	183	30	developers	developer	NOUN
ajird-55	183	31	and	and	CCONJ
ajird-55	183	32	managers	manager	NOUN
ajird-55	183	33	as	as	ADP
ajird-55	183	34	people	people	NOUN
ajird-55	183	35	,	,	PUNCT
ajird-55	183	36	with	with	ADP
ajird-55	183	37	all	all	PRON
ajird-55	183	38	their	their	PRON
ajird-55	183	39	strengths	strength	NOUN
ajird-55	183	40	and	and	CCONJ
ajird-55	183	41	weaknesses	weakness	NOUN
ajird-55	183	42	.	.	PUNCT
ajird-55	184	1	according	accord	VERB
ajird-55	184	2	to	to	ADP
ajird-55	184	3	a	a	DET
ajird-55	184	4	well	well	ADV
ajird-55	184	5	-	-	PUNCT
ajird-55	184	6	known	know	VERB
ajird-55	184	7	anecdote	anecdote	NOUN
ajird-55	184	8	[	[	X
ajird-55	184	9	5	5	NUM
ajird-55	184	10	,	,	PUNCT
ajird-55	184	11	p.	p.	NOUN
ajird-55	184	12	428ff	428ff	NOUN
ajird-55	184	13	]	]	X
ajird-55	184	14	,	,	PUNCT
ajird-55	184	15	there	there	PRON
ajird-55	184	16	was	be	VERB
ajird-55	184	17	a	a	DET
ajird-55	184	18	drinks	drink	NOUN
ajird-55	184	19	machine	machine	NOUN
ajird-55	184	20	at	at	ADP
ajird-55	184	21	one	one	NUM
ajird-55	184	22	end	end	NOUN
ajird-55	184	23	of	of	ADP
ajird-55	184	24	a	a	DET
ajird-55	184	25	large	large	ADJ
ajird-55	184	26	computer	computer	NOUN
ajird-55	184	27	room	room	NOUN
ajird-55	184	28	for	for	ADP
ajird-55	184	29	students	student	NOUN
ajird-55	184	30	in	in	ADP
ajird-55	184	31	a	a	DET
ajird-55	184	32	university	university	NOUN
ajird-55	184	33	.	.	PUNCT
ajird-55	185	1	after	after	ADP
ajird-55	185	2	complaints	complaint	NOUN
ajird-55	185	3	from	from	ADP
ajird-55	185	4	some	some	DET
ajird-55	185	5	students	student	NOUN
ajird-55	185	6	that	that	SCONJ
ajird-55	185	7	there	there	PRON
ajird-55	185	8	was	be	VERB
ajird-55	185	9	too	too	ADV
ajird-55	185	10	much	much	ADJ
ajird-55	185	11	noise	noise	NOUN
ajird-55	185	12	coming	come	VERB
ajird-55	185	13	from	from	ADP
ajird-55	185	14	this	this	DET
ajird-55	185	15	corner	corner	NOUN
ajird-55	185	16	of	of	ADP
ajird-55	185	17	the	the	DET
ajird-55	185	18	room	room	NOUN
ajird-55	185	19	the	the	DET
ajird-55	185	20	machine	machine	NOUN
ajird-55	185	21	removed	remove	VERB
ajird-55	185	22	.	.	PUNCT
ajird-55	186	1	as	as	ADP
ajird-55	186	2	a	a	DET
ajird-55	186	3	result	result	NOUN
ajird-55	186	4	,	,	PUNCT
ajird-55	186	5	however	however	ADV
ajird-55	186	6	,	,	PUNCT
ajird-55	186	7	the	the	DET
ajird-55	186	8	consulting	consulting	NOUN
ajird-55	186	9	effort	effort	NOUN
ajird-55	186	10	of	of	ADP
ajird-55	186	11	the	the	DET
ajird-55	186	12	two	two	NUM
ajird-55	186	13	employed	employ	VERB
ajird-55	186	14	tutors	tutor	NOUN
ajird-55	186	15	increased	increase	VERB
ajird-55	186	16	so	so	ADV
ajird-55	186	17	dramatically	dramatically	ADV
ajird-55	186	18	that	that	SCONJ
ajird-55	186	19	they	they	PRON
ajird-55	186	20	could	could	AUX
ajird-55	186	21	no	no	ADV
ajird-55	186	22	longer	long	ADV
ajird-55	186	23	process	process	VERB
ajird-55	186	24	the	the	DET
ajird-55	186	25	students	student	NOUN
ajird-55	186	26	'	'	PART
ajird-55	186	27	inquiries	inquiry	NOUN
ajird-55	186	28	.	.	PUNCT
ajird-55	187	1	what	what	PRON
ajird-55	187	2	happened	happen	VERB
ajird-55	187	3	?	?	PUNCT
ajird-55	188	1	the	the	DET
ajird-55	188	2	noise	noise	NOUN
ajird-55	188	3	of	of	ADP
ajird-55	188	4	the	the	DET
ajird-55	188	5	students	student	NOUN
ajird-55	188	6	at	at	ADP
ajird-55	188	7	the	the	DET
ajird-55	188	8	drinks	drink	NOUN
ajird-55	188	9	machine	machine	NOUN
ajird-55	188	10	was	be	AUX
ajird-55	188	11	therefore	therefore	ADV
ajird-55	188	12	that	that	SCONJ
ajird-55	188	13	they	they	PRON
ajird-55	188	14	could	could	AUX
ajird-55	188	15	talk	talk	VERB
ajird-55	188	16	to	to	ADP
ajird-55	188	17	each	each	DET
ajird-55	188	18	other	other	ADJ
ajird-55	188	19	about	about	ADP
ajird-55	188	20	their	their	PRON
ajird-55	188	21	computer	computer	NOUN
ajird-55	188	22	problems	problem	NOUN
ajird-55	188	23	and	and	CCONJ
ajird-55	188	24	through	through	ADP
ajird-55	188	25	that	that	DET
ajird-55	188	26	communication	communication	NOUN
ajird-55	188	27	solve	solve	VERB
ajird-55	188	28	them	they	PRON
ajird-55	188	29	on	on	ADP
ajird-55	188	30	the	the	DET
ajird-55	188	31	spot	spot	NOUN
ajird-55	188	32	.	.	PUNCT
ajird-55	189	1	only	only	ADV
ajird-55	189	2	exceptionally	exceptionally	ADV
ajird-55	189	3	difficult	difficult	ADJ
ajird-55	189	4	problems	problem	NOUN
ajird-55	189	5	were	be	AUX
ajird-55	189	6	brought	bring	VERB
ajird-55	189	7	up	up	ADP
ajird-55	189	8	to	to	ADP
ajird-55	189	9	the	the	DET
ajird-55	189	10	tutors	tutor	NOUN
ajird-55	189	11	in	in	ADP
ajird-55	189	12	this	this	DET
ajird-55	189	13	way	way	NOUN
ajird-55	189	14	.	.	PUNCT
ajird-55	190	1	by	by	ADP
ajird-55	190	2	removing	remove	VERB
ajird-55	190	3	the	the	DET
ajird-55	190	4	unconventional	unconventional	ADJ
ajird-55	190	5	but	but	CCONJ
ajird-55	190	6	highly	highly	ADV
ajird-55	190	7	efficient	efficient	ADJ
ajird-55	190	8	advisory	advisory	ADJ
ajird-55	190	9	service	service	NOUN
ajird-55	190	10	of	of	ADP
ajird-55	190	11	the	the	DET
ajird-55	190	12	drinks	drink	NOUN
ajird-55	190	13	machine	machine	NOUN
ajird-55	190	14	,	,	PUNCT
ajird-55	190	15	intellectual	intellectual	ADJ
ajird-55	190	16	productivity	productivity	NOUN
ajird-55	190	17	fell	fall	VERB
ajird-55	190	18	,	,	PUNCT
ajird-55	190	19	although	although	SCONJ
ajird-55	190	20	the	the	DET
ajird-55	190	21	opposite	opposite	NOUN
ajird-55	190	22	was	be	AUX
ajird-55	190	23	intended	intend	VERB
ajird-55	190	24	.	.	PUNCT
ajird-55	191	1	achieving	achieve	VERB
ajird-55	191	2	goals	goal	NOUN
ajird-55	191	3	are	be	AUX
ajird-55	191	4	respected	respect	VERB
ajird-55	191	5	and	and	CCONJ
ajird-55	191	6	technical	technical	ADJ
ajird-55	191	7	and	and	CCONJ
ajird-55	191	8	social	social	ADJ
ajird-55	191	9	problems	problem	NOUN
ajird-55	191	10	in	in	ADP
ajird-55	191	11	software	software	NOUN
ajird-55	191	12	development	development	NOUN
ajird-55	191	13	are	be	AUX
ajird-55	191	14	addressed	address	VERB
ajird-55	191	15	.	.	PUNCT
ajird-55	192	1	agile	agile	ADJ
ajird-55	192	2	software	software	NOUN
ajird-55	192	3	development	development	NOUN
ajird-55	192	4	is	be	AUX
ajird-55	192	5	a	a	DET
ajird-55	192	6	countermovement	countermovement	NOUN
ajird-55	192	7	to	to	ADP
ajird-55	192	8	the	the	DET
ajird-55	192	9	software	software	NOUN
ajird-55	192	10	development	development	NOUN
ajird-55	192	11	processes	process	NOUN
ajird-55	192	12	,	,	PUNCT
ajird-55	192	13	such	such	ADJ
ajird-55	192	14	as	as	ADP
ajird-55	192	15	the	the	DET
ajird-55	192	16	rational	rational	ADJ
ajird-55	192	17	unified	unified	ADJ
ajird-55	192	18	process	process	NOUN
ajird-55	192	19	,	,	PUNCT
ajird-55	192	20	which	which	PRON
ajird-55	192	21	are	be	AUX
ajird-55	192	22	often	often	ADV
ajird-55	192	23	viewed	view	VERB
ajird-55	192	24	as	as	ADP
ajird-55	192	25	heavy	heavy	ADJ
ajird-55	192	26	and	and	CCONJ
ajird-55	192	27	bureaucratic	bureaucratic	ADJ
ajird-55	192	28	.	.	PUNCT
ajird-55	193	1	a	a	DET
ajird-55	193	2	completely	completely	ADV
ajird-55	193	3	new	new	ADJ
ajird-55	193	4	principle	principle	NOUN
ajird-55	193	5	of	of	ADP
ajird-55	193	6	agile	agile	ADJ
ajird-55	193	7	software	software	NOUN
ajird-55	193	8	development	development	NOUN
ajird-55	193	9	is	be	AUX
ajird-55	193	10	pair	pair	NOUN
ajird-55	193	11	programming	programming	NOUN
ajird-55	193	12	.	.	PUNCT
ajird-55	194	1	the	the	DET
ajird-55	194	2	source	source	NOUN
ajird-55	194	3	text	text	NOUN
ajird-55	194	4	is	be	AUX
ajird-55	194	5	created	create	VERB
ajird-55	194	6	by	by	ADP
ajird-55	194	7	two	two	NUM
ajird-55	194	8	programmers	programmer	NOUN
ajird-55	194	9	on	on	ADP
ajird-55	194	10	one	one	NUM
ajird-55	194	11	computer	computer	NOUN
ajird-55	194	12	.	.	PUNCT
ajird-55	195	1	a	a	DET
ajird-55	195	2	programmer	programmer	NOUN
ajird-55	195	3	,	,	PUNCT
ajird-55	195	4	the	the	DET
ajird-55	195	5	"	"	PUNCT
ajird-55	195	6	driver	driver	NOUN
ajird-55	195	7	"	"	PUNCT
ajird-55	195	8	,	,	PUNCT
ajird-55	195	9	writes	write	VERB
ajird-55	195	10	the	the	DET
ajird-55	195	11	code	code	NOUN
ajird-55	195	12	while	while	SCONJ
ajird-55	195	13	the	the	DET
ajird-55	195	14	others	other	NOUN
ajird-55	195	15	,	,	PUNCT
ajird-55	195	16	the	the	DET
ajird-55	195	17	"	"	PUNCT
ajird-55	195	18	navigator	navigator	NOUN
ajird-55	195	19	"	"	PUNCT
ajird-55	195	20	,	,	PUNCT
ajird-55	195	21	think	think	VERB
ajird-55	195	22	about	about	ADP
ajird-55	195	23	the	the	DET
ajird-55	195	24	problem	problem	NOUN
ajird-55	195	25	,	,	PUNCT
ajird-55	195	26	check	check	VERB
ajird-55	195	27	the	the	DET
ajird-55	195	28	written	write	VERB
ajird-55	195	29	code	code	NOUN
ajird-55	195	30	and	and	CCONJ
ajird-55	195	31	immediately	immediately	ADV
ajird-55	195	32	address	address	VERB
ajird-55	195	33	problems	problem	NOUN
ajird-55	195	34	that	that	PRON
ajird-55	195	35	occur	occur	VERB
ajird-55	195	36	to	to	ADP
ajird-55	195	37	him	he	PRON
ajird-55	195	38	,	,	PUNCT
ajird-55	195	39	e.g.	e.g.	ADV
ajird-55	195	40	spelling	spelling	NOUN
ajird-55	195	41	mistakes	mistake	NOUN
ajird-55	195	42	or	or	CCONJ
ajird-55	195	43	logical	logical	ADJ
ajird-55	195	44	errors	error	NOUN
ajird-55	195	45	.	.	PUNCT
ajird-55	196	1	these	these	PRON
ajird-55	196	2	can	can	AUX
ajird-55	196	3	then	then	ADV
ajird-55	196	4	be	be	AUX
ajird-55	196	5	resolved	resolve	VERB
ajird-55	196	6	immediately	immediately	ADV
ajird-55	196	7	by	by	ADP
ajird-55	196	8	talking	talk	VERB
ajird-55	196	9	to	to	ADP
ajird-55	196	10	two	two	NUM
ajird-55	196	11	people	people	NOUN
ajird-55	196	12	.	.	PUNCT
ajird-55	197	1	the	the	DET
ajird-55	197	2	two	two	NUM
ajird-55	197	3	programmers	programmer	NOUN
ajird-55	197	4	should	should	AUX
ajird-55	197	5	take	take	VERB
ajird-55	197	6	turns	turn	NOUN
ajird-55	197	7	on	on	ADP
ajird-55	197	8	these	these	DET
ajird-55	197	9	two	two	NUM
ajird-55	197	10	roles	role	NOUN
ajird-55	197	11	periodically	periodically	ADV
ajird-55	197	12	.	.	PUNCT
ajird-55	198	1	the	the	DET
ajird-55	198	2	composition	composition	NOUN
ajird-55	198	3	of	of	ADP
ajird-55	198	4	the	the	DET
ajird-55	198	5	couples	couple	NOUN
ajird-55	198	6	should	should	AUX
ajird-55	198	7	also	also	ADV
ajird-55	198	8	change	change	VERB
ajird-55	198	9	regularly	regularly	ADV
ajird-55	198	10	.	.	PUNCT
ajird-55	199	1	pair	pair	NOUN
ajird-55	199	2	programming	programming	NOUN
ajird-55	199	3	leads	lead	VERB
ajird-55	199	4	to	to	ADP
ajird-55	199	5	programs	program	NOUN
ajird-55	199	6	of	of	ADP
ajird-55	199	7	significantly	significantly	ADV
ajird-55	199	8	higher	high	ADJ
ajird-55	199	9	quality	quality	NOUN
ajird-55	199	10	than	than	ADP
ajird-55	199	11	individual	individual	ADJ
ajird-55	199	12	programming	programming	NOUN
ajird-55	199	13	[	[	X
ajird-55	199	14	5	5	NUM
ajird-55	199	15	,	,	PUNCT
ajird-55	199	16	p.	p.	NOUN
ajird-55	199	17	428	428	NUM
ajird-55	199	18	]	]	PUNCT
ajird-55	199	19	.	.	PUNCT
ajird-55	200	1	furthermore	furthermore	ADV
ajird-55	200	2	,	,	PUNCT
ajird-55	200	3	traditional	traditional	ADJ
ajird-55	200	4	development	development	NOUN
ajird-55	200	5	methods	method	NOUN
ajird-55	200	6	follow	follow	VERB
ajird-55	200	7	an	an	DET
ajird-55	200	8	"	"	PUNCT
ajird-55	200	9	assembly	assembly	NOUN
ajird-55	200	10	line	line	NOUN
ajird-55	200	11	strategy	strategy	NOUN
ajird-55	200	12	"	"	PUNCT
ajird-55	200	13	and	and	CCONJ
ajird-55	200	14	consider	consider	VERB
ajird-55	200	15	the	the	DET
ajird-55	200	16	developers	developer	NOUN
ajird-55	200	17	(	(	PUNCT
ajird-55	200	18	analysts	analyst	NOUN
ajird-55	200	19	,	,	PUNCT
ajird-55	200	20	programmers	programmer	NOUN
ajird-55	200	21	,	,	PUNCT
ajird-55	200	22	testers	tester	NOUN
ajird-55	200	23	)	)	PUNCT
ajird-55	200	24	to	to	PART
ajird-55	200	25	be	be	AUX
ajird-55	200	26	interchangeable	interchangeable	ADJ
ajird-55	200	27	within	within	ADP
ajird-55	200	28	their	their	PRON
ajird-55	200	29	respective	respective	ADJ
ajird-55	200	30	groups	group	NOUN
ajird-55	200	31	.	.	PUNCT
ajird-55	201	1	agile	agile	ADJ
ajird-55	201	2	software	software	NOUN
ajird-55	201	3	development	development	NOUN
ajird-55	201	4	,	,	PUNCT
ajird-55	201	5	on	on	ADP
ajird-55	201	6	the	the	DET
ajird-55	201	7	other	other	ADJ
ajird-55	201	8	hand	hand	NOUN
ajird-55	201	9	,	,	PUNCT
ajird-55	201	10	focuses	focus	VERB
ajird-55	201	11	on	on	ADP
ajird-55	201	12	individual	individual	ADJ
ajird-55	201	13	skills	skill	NOUN
ajird-55	201	14	and	and	CCONJ
ajird-55	201	15	does	do	AUX
ajird-55	201	16	not	not	PART
ajird-55	201	17	set	set	VERB
ajird-55	201	18	any	any	DET
ajird-55	201	19	limits	limit	NOUN
ajird-55	201	20	;	;	PUNCT
ajird-55	201	21	every	every	DET
ajird-55	201	22	developer	developer	NOUN
ajird-55	201	23	should	should	AUX
ajird-55	201	24	gain	gain	VERB
ajird-55	201	25	knowledge	knowledge	NOUN
ajird-55	201	26	and	and	CCONJ
ajird-55	201	27	experience	experience	NOUN
ajird-55	201	28	by	by	ADP
ajird-55	201	29	working	work	VERB
ajird-55	201	30	with	with	ADP
ajird-55	201	31	others	other	NOUN
ajird-55	201	32	.	.	PUNCT
ajird-55	202	1	the	the	DET
ajird-55	202	2	same	same	ADJ
ajird-55	202	3	team	team	NOUN
ajird-55	202	4	goes	go	VERB
ajird-55	202	5	through	through	ADP
ajird-55	202	6	all	all	DET
ajird-55	202	7	phases	phase	NOUN
ajird-55	202	8	of	of	ADP
ajird-55	202	9	a	a	DET
ajird-55	202	10	cycle	cycle	NOUN
ajird-55	202	11	from	from	ADP
ajird-55	202	12	analysis	analysis	NOUN
ajird-55	202	13	to	to	ADP
ajird-55	202	14	functional	functional	ADJ
ajird-55	202	15	testing	testing	NOUN
ajird-55	202	16	.	.	PUNCT
ajird-55	203	1	one	one	NUM
ajird-55	203	2	of	of	ADP
ajird-55	203	3	the	the	DET
ajird-55	203	4	most	most	ADV
ajird-55	203	5	common	common	ADJ
ajird-55	203	6	agile	agile	ADJ
ajird-55	203	7	development	development	NOUN
ajird-55	203	8	models	model	NOUN
ajird-55	203	9	is	be	AUX
ajird-55	203	10	extreme	extreme	ADJ
ajird-55	203	11	programming	programming	NOUN
ajird-55	203	12	(	(	PUNCT
ajird-55	203	13	xp	xp	INTJ
ajird-55	203	14	)	)	PUNCT
ajird-55	203	15	.	.	PUNCT
ajird-55	204	1	it	it	PRON
ajird-55	204	2	is	be	AUX
ajird-55	204	3	suitable	suitable	ADJ
ajird-55	204	4	for	for	ADP
ajird-55	204	5	smaller	small	ADJ
ajird-55	204	6	projects	project	NOUN
ajird-55	204	7	with	with	ADP
ajird-55	204	8	up	up	ADP
ajird-55	204	9	to	to	PART
ajird-55	204	10	15	15	NUM
ajird-55	204	11	american	american	ADJ
ajird-55	204	12	journal	journal	PROPN
ajird-55	204	13	of	of	ADP
ajird-55	204	14	interdisciplinary	interdisciplinary	ADJ
ajird-55	204	15	research	research	NOUN
ajird-55	204	16	and	and	CCONJ
ajird-55	204	17	development	development	NOUN
ajird-55	204	18	issn	issn	PROPN
ajird-55	204	19	online	online	NOUN
ajird-55	204	20	:	:	PUNCT
ajird-55	204	21	2771	2771	NUM
ajird-55	204	22	-	-	SYM
ajird-55	204	23	8948	8948	NUM
ajird-55	204	24	website	website	NOUN
ajird-55	204	25	:	:	PUNCT
ajird-55	204	26	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-55	204	27	volume	volume	NOUN
ajird-55	204	28	04	04	NUM
ajird-55	204	29	,	,	PUNCT
ajird-55	204	30	may	may	AUX
ajird-55	204	31	,	,	PUNCT
ajird-55	204	32	2022	2022	NUM
ajird-55	204	33	89	89	NUM
ajird-55	204	34	|	|	ADV
ajird-55	204	35	p	p	NOUN
ajird-55	204	36	a	a	DET
ajird-55	204	37	g	g	NOUN
ajird-55	204	38	e	e	NOUN
ajird-55	204	39	developers	developer	NOUN
ajird-55	204	40	in	in	ADP
ajird-55	204	41	an	an	DET
ajird-55	204	42	environment	environment	NOUN
ajird-55	204	43	with	with	ADP
ajird-55	204	44	rapidly	rapidly	ADV
ajird-55	204	45	changing	change	VERB
ajird-55	204	46	requirements	requirement	NOUN
ajird-55	204	47	.	.	PUNCT
ajird-55	205	1	the	the	DET
ajird-55	205	2	overriding	override	VERB
ajird-55	205	3	principle	principle	NOUN
ajird-55	205	4	of	of	ADP
ajird-55	205	5	extreme	extreme	ADJ
ajird-55	205	6	programming	programming	NOUN
ajird-55	205	7	is	be	AUX
ajird-55	205	8	simplicity	simplicity	NOUN
ajird-55	205	9	,	,	PUNCT
ajird-55	205	10	and	and	CCONJ
ajird-55	205	11	it	it	PRON
ajird-55	205	12	is	be	AUX
ajird-55	205	13	called	call	VERB
ajird-55	205	14	“	"	PUNCT
ajird-55	205	15	extreme	extreme	ADJ
ajird-55	205	16	”	"	PUNCT
ajird-55	205	17	because	because	SCONJ
ajird-55	205	18	it	it	PRON
ajird-55	205	19	pushes	push	VERB
ajird-55	205	20	all	all	DET
ajird-55	205	21	good	good	ADJ
ajird-55	205	22	methods	method	NOUN
ajird-55	205	23	,	,	PUNCT
ajird-55	205	24	called	call	VERB
ajird-55	205	25	practices	practice	NOUN
ajird-55	205	26	in	in	ADP
ajird-55	205	27	the	the	DET
ajird-55	205	28	terminology	terminology	NOUN
ajird-55	205	29	of	of	ADP
ajird-55	205	30	xp	xp	PROPN
ajird-55	205	31	,	,	PUNCT
ajird-55	205	32	to	to	ADP
ajird-55	205	33	the	the	DET
ajird-55	205	34	extreme	extreme	NOUN
ajird-55	205	35	.	.	PUNCT
ajird-55	206	1	for	for	ADP
ajird-55	206	2	example	example	NOUN
ajird-55	206	3	,	,	PUNCT
ajird-55	206	4	she	she	PRON
ajird-55	206	5	advocates	advocate	VERB
ajird-55	206	6	frequent	frequent	ADJ
ajird-55	206	7	and	and	CCONJ
ajird-55	206	8	automatic	automatic	ADJ
ajird-55	206	9	tests	test	NOUN
ajird-55	206	10	.	.	PUNCT
ajird-55	207	1	the	the	DET
ajird-55	207	2	evolutionary	evolutionary	ADJ
ajird-55	207	3	development	development	NOUN
ajird-55	207	4	is	be	AUX
ajird-55	207	5	also	also	ADV
ajird-55	207	6	carried	carry	VERB
ajird-55	207	7	out	out	ADP
ajird-55	207	8	extremely	extremely	ADV
ajird-55	207	9	.	.	PUNCT
ajird-55	208	1	firstly	firstly	ADV
ajird-55	208	2	,	,	PUNCT
ajird-55	208	3	the	the	DET
ajird-55	208	4	system	system	NOUN
ajird-55	208	5	integration	integration	NOUN
ajird-55	208	6	takes	take	VERB
ajird-55	208	7	place	place	NOUN
ajird-55	208	8	frequently	frequently	ADV
ajird-55	208	9	(	(	PUNCT
ajird-55	208	10	at	at	ADP
ajird-55	208	11	least	least	ADJ
ajird-55	208	12	once	once	ADV
ajird-55	208	13	a	a	DET
ajird-55	208	14	day	day	NOUN
ajird-55	208	15	)	)	PUNCT
ajird-55	208	16	so	so	SCONJ
ajird-55	208	17	that	that	SCONJ
ajird-55	208	18	a	a	DET
ajird-55	208	19	fully	fully	ADV
ajird-55	208	20	functional	functional	ADJ
ajird-55	208	21	system	system	NOUN
ajird-55	208	22	is	be	AUX
ajird-55	208	23	always	always	ADV
ajird-55	208	24	available	available	ADJ
ajird-55	208	25	,	,	PUNCT
ajird-55	208	26	even	even	ADV
ajird-55	208	27	if	if	SCONJ
ajird-55	208	28	it	it	PRON
ajird-55	208	29	does	do	AUX
ajird-55	208	30	not	not	PART
ajird-55	208	31	meet	meet	VERB
ajird-55	208	32	all	all	DET
ajird-55	208	33	requirements	requirement	NOUN
ajird-55	208	34	in	in	ADP
ajird-55	208	35	the	the	DET
ajird-55	208	36	intermediate	intermediate	ADJ
ajird-55	208	37	versions	version	NOUN
ajird-55	208	38	;	;	PUNCT
ajird-55	208	39	however	however	ADV
ajird-55	208	40	,	,	PUNCT
ajird-55	208	41	this	this	PRON
ajird-55	208	42	means	mean	VERB
ajird-55	208	43	that	that	SCONJ
ajird-55	208	44	the	the	DET
ajird-55	208	45	system	system	NOUN
ajird-55	208	46	can	can	AUX
ajird-55	208	47	be	be	AUX
ajird-55	208	48	tested	test	VERB
ajird-55	208	49	at	at	ADP
ajird-55	208	50	any	any	DET
ajird-55	208	51	time	time	NOUN
ajird-55	208	52	.	.	PUNCT
ajird-55	209	1	second	second	ADJ
ajird-55	209	2	,	,	PUNCT
ajird-55	209	3	the	the	DET
ajird-55	209	4	development	development	NOUN
ajird-55	209	5	is	be	AUX
ajird-55	209	6	based	base	VERB
ajird-55	209	7	on	on	ADP
ajird-55	209	8	short	short	ADJ
ajird-55	209	9	cycles	cycle	NOUN
ajird-55	209	10	(	(	PUNCT
ajird-55	209	11	about	about	ADV
ajird-55	209	12	three	three	NUM
ajird-55	209	13	weeks	week	NOUN
ajird-55	209	14	)	)	PUNCT
ajird-55	209	15	like	like	ADP
ajird-55	209	16	the	the	DET
ajird-55	209	17	spiral	spiral	ADJ
ajird-55	209	18	model	model	NOUN
ajird-55	209	19	(	(	PUNCT
ajird-55	209	20	fig	fig	NOUN
ajird-55	209	21	.	.	PUNCT
ajird-55	209	22	2.7	2.7	NUM
ajird-55	209	23	)	)	PUNCT
ajird-55	209	24	.	.	PUNCT
ajird-55	210	1	third	third	ADV
ajird-55	210	2	,	,	PUNCT
ajird-55	210	3	there	there	PRON
ajird-55	210	4	are	be	VERB
ajird-55	210	5	customer	customer	NOUN
ajird-55	210	6	versions	version	NOUN
ajird-55	210	7	(	(	PUNCT
ajird-55	210	8	releases	release	NOUN
ajird-55	210	9	)	)	PUNCT
ajird-55	210	10	of	of	ADP
ajird-55	210	11	what	what	PRON
ajird-55	210	12	every	every	DET
ajird-55	210	13	few	few	ADJ
ajird-55	210	14	months	month	NOUN
ajird-55	210	15	means	mean	VERB
ajird-55	210	16	that	that	SCONJ
ajird-55	210	17	the	the	DET
ajird-55	210	18	customer	customer	NOUN
ajird-55	210	19	must	must	AUX
ajird-55	210	20	be	be	AUX
ajird-55	210	21	involved	involve	VERB
ajird-55	210	22	in	in	ADP
ajird-55	210	23	the	the	DET
ajird-55	210	24	process	process	NOUN
ajird-55	210	25	at	at	ADP
ajird-55	210	26	all	all	DET
ajird-55	210	27	times	time	NOUN
ajird-55	210	28	(	(	PUNCT
ajird-55	210	29	and	and	CCONJ
ajird-55	210	30	not	not	PART
ajird-55	210	31	just	just	ADV
ajird-55	210	32	in	in	ADP
ajird-55	210	33	the	the	DET
ajird-55	210	34	initial	initial	ADJ
ajird-55	210	35	phase	phase	NOUN
ajird-55	210	36	as	as	ADP
ajird-55	210	37	in	in	ADP
ajird-55	210	38	the	the	DET
ajird-55	210	39	waterfall	waterfall	NOUN
ajird-55	210	40	model	model	NOUN
ajird-55	210	41	)	)	PUNCT
ajird-55	210	42	;	;	PUNCT
ajird-55	210	43	a	a	DET
ajird-55	210	44	customer	customer	NOUN
ajird-55	210	45	representative	representative	NOUN
ajird-55	210	46	who	who	PRON
ajird-55	210	47	is	be	AUX
ajird-55	210	48	available	available	ADJ
ajird-55	210	49	on	on	ADP
ajird-55	210	50	site	site	NOUN
ajird-55	210	51	is	be	AUX
ajird-55	210	52	one	one	NUM
ajird-55	210	53	of	of	ADP
ajird-55	210	54	the	the	DET
ajird-55	210	55	basic	basic	ADJ
ajird-55	210	56	requirements	requirement	NOUN
ajird-55	210	57	of	of	ADP
ajird-55	210	58	extreme	extreme	ADJ
ajird-55	210	59	programming	programming	NOUN
ajird-55	210	60	.	.	PUNCT
ajird-55	211	1	fourth	fourth	ADJ
ajird-55	211	2	,	,	PUNCT
ajird-55	211	3	the	the	DET
ajird-55	211	4	agile	agile	ADJ
ajird-55	211	5	principle	principle	NOUN
ajird-55	211	6	of	of	ADP
ajird-55	211	7	pair	pair	NOUN
ajird-55	211	8	programming	programming	NOUN
ajird-55	211	9	is	be	AUX
ajird-55	211	10	required	require	VERB
ajird-55	211	11	.	.	PUNCT
ajird-55	212	1	in	in	ADP
ajird-55	212	2	addition	addition	NOUN
ajird-55	212	3	to	to	ADP
ajird-55	212	4	simplicity	simplicity	NOUN
ajird-55	212	5	,	,	PUNCT
ajird-55	212	6	effective	effective	ADJ
ajird-55	212	7	communication	communication	NOUN
ajird-55	212	8	and	and	CCONJ
ajird-55	212	9	instant	instant	ADJ
ajird-55	212	10	feedback	feedback	NOUN
ajird-55	212	11	are	be	AUX
ajird-55	212	12	basic	basic	ADJ
ajird-55	212	13	principles	principle	NOUN
ajird-55	212	14	of	of	ADP
ajird-55	212	15	xp	xp	PROPN
ajird-55	212	16	.	.	PUNCT
ajird-55	213	1	to	to	PART
ajird-55	213	2	enable	enable	VERB
ajird-55	213	3	effective	effective	ADJ
ajird-55	213	4	communication	communication	NOUN
ajird-55	213	5	,	,	PUNCT
ajird-55	213	6	all	all	DET
ajird-55	213	7	developers	developer	NOUN
ajird-55	213	8	sit	sit	VERB
ajird-55	213	9	in	in	ADP
ajird-55	213	10	one	one	NUM
ajird-55	213	11	room	room	NOUN
ajird-55	213	12	,	,	PUNCT
ajird-55	213	13	and	and	CCONJ
ajird-55	213	14	representative	representative	ADJ
ajird-55	213	15	users	user	NOUN
ajird-55	213	16	and	and	CCONJ
ajird-55	213	17	technical	technical	ADJ
ajird-55	213	18	experts	expert	NOUN
ajird-55	213	19	are	be	AUX
ajird-55	213	20	closely	closely	ADV
ajird-55	213	21	involved	involve	VERB
ajird-55	213	22	in	in	ADP
ajird-55	213	23	the	the	DET
ajird-55	213	24	development	development	NOUN
ajird-55	213	25	;	;	PUNCT
ajird-55	213	26	instead	instead	ADV
ajird-55	213	27	of	of	ADP
ajird-55	213	28	using	use	VERB
ajird-55	213	29	formal	formal	ADJ
ajird-55	213	30	documents	document	NOUN
ajird-55	213	31	,	,	PUNCT
ajird-55	213	32	communication	communication	NOUN
ajird-55	213	33	takes	take	VERB
ajird-55	213	34	place	place	NOUN
ajird-55	213	35	,	,	PUNCT
ajird-55	213	36	if	if	SCONJ
ajird-55	213	37	possible	possible	ADJ
ajird-55	213	38	,	,	PUNCT
ajird-55	213	39	in	in	ADP
ajird-55	213	40	direct	direct	ADJ
ajird-55	213	41	conversations	conversation	NOUN
ajird-55	213	42	and	and	CCONJ
ajird-55	213	43	through	through	ADP
ajird-55	213	44	the	the	DET
ajird-55	213	45	source	source	NOUN
ajird-55	213	46	text	text	NOUN
ajird-55	213	47	(	(	PUNCT
ajird-55	213	48	inline	inline	NOUN
ajird-55	213	49	documentation	documentation	NOUN
ajird-55	213	50	)	)	PUNCT
ajird-55	213	51	.	.	PUNCT
ajird-55	214	1	immediate	immediate	ADJ
ajird-55	214	2	feedback	feedback	NOUN
ajird-55	214	3	is	be	AUX
ajird-55	214	4	achieved	achieve	VERB
ajird-55	214	5	through	through	ADP
ajird-55	214	6	consistent	consistent	ADJ
ajird-55	214	7	pair	pair	NOUN
ajird-55	214	8	programming	programming	NOUN
ajird-55	214	9	on	on	ADP
ajird-55	214	10	the	the	DET
ajird-55	214	11	coding	code	VERB
ajird-55	214	12	level	level	NOUN
ajird-55	214	13	and	and	CCONJ
ajird-55	214	14	through	through	ADP
ajird-55	214	15	the	the	DET
ajird-55	214	16	repeated	repeat	VERB
ajird-55	214	17	tests	test	NOUN
ajird-55	214	18	on	on	ADP
ajird-55	214	19	the	the	DET
ajird-55	214	20	functional	functional	ADJ
ajird-55	214	21	level	level	NOUN
ajird-55	214	22	.	.	PUNCT
ajird-55	215	1	the	the	DET
ajird-55	215	2	process	process	NOUN
ajird-55	215	3	model	model	NOUN
ajird-55	215	4	of	of	ADP
ajird-55	215	5	xp	xp	PROPN
ajird-55	215	6	is	be	AUX
ajird-55	215	7	evolutionary	evolutionary	ADJ
ajird-55	215	8	and	and	CCONJ
ajird-55	215	9	includes	include	VERB
ajird-55	215	10	refactoring	refactoring	NOUN
ajird-55	215	11	in	in	ADP
ajird-55	215	12	every	every	DET
ajird-55	215	13	iteration	iteration	NOUN
ajird-55	215	14	step	step	NOUN
ajird-55	215	15	,	,	PUNCT
ajird-55	215	16	by	by	ADP
ajird-55	215	17	which	which	PRON
ajird-55	215	18	one	one	PRON
ajird-55	215	19	understands	understand	VERB
ajird-55	215	20	all	all	DET
ajird-55	215	21	measures	measure	NOUN
ajird-55	215	22	by	by	ADP
ajird-55	215	23	which	which	PRON
ajird-55	215	24	the	the	DET
ajird-55	215	25	quality	quality	NOUN
ajird-55	215	26	of	of	ADP
ajird-55	215	27	the	the	DET
ajird-55	215	28	software	software	NOUN
ajird-55	215	29	and	and	CCONJ
ajird-55	215	30	especially	especially	ADV
ajird-55	215	31	the	the	DET
ajird-55	215	32	design	design	NOUN
ajird-55	215	33	is	be	AUX
ajird-55	215	34	improved	improve	VERB
ajird-55	215	35	without	without	ADP
ajird-55	215	36	changing	change	VERB
ajird-55	215	37	the	the	DET
ajird-55	215	38	functionalities	functionality	NOUN
ajird-55	215	39	.	.	PUNCT
ajird-55	216	1	refactoring	refactoring	NOUN
ajird-55	216	2	’s	’s	PART
ajird-55	216	3	are	be	AUX
ajird-55	216	4	intended	intend	VERB
ajird-55	216	5	to	to	PART
ajird-55	216	6	improve	improve	VERB
ajird-55	216	7	the	the	DET
ajird-55	216	8	present	present	ADJ
ajird-55	216	9	software	software	NOUN
ajird-55	216	10	to	to	ADP
ajird-55	216	11	such	such	DET
ajird-55	216	12	an	an	DET
ajird-55	216	13	extent	extent	NOUN
ajird-55	216	14	that	that	SCONJ
ajird-55	216	15	it	it	PRON
ajird-55	216	16	is	be	AUX
ajird-55	216	17	readable	readable	ADJ
ajird-55	216	18	,	,	PUNCT
ajird-55	216	19	understandable	understandable	ADJ
ajird-55	216	20	,	,	PUNCT
ajird-55	216	21	becomes	become	VERB
ajird-55	216	22	maintainable	maintainable	ADJ
ajird-55	216	23	and	and	CCONJ
ajird-55	216	24	expandable	expandable	ADJ
ajird-55	216	25	.	.	PUNCT
ajird-55	217	1	a	a	DET
ajird-55	217	2	special	special	ADJ
ajird-55	217	3	work	work	NOUN
ajird-55	217	4	step	step	NOUN
ajird-55	217	5	is	be	AUX
ajird-55	217	6	provided	provide	VERB
ajird-55	217	7	for	for	ADP
ajird-55	217	8	this	this	DET
ajird-55	217	9	purpose	purpose	NOUN
ajird-55	217	10	,	,	PUNCT
ajird-55	217	11	which	which	PRON
ajird-55	217	12	does	do	AUX
ajird-55	217	13	not	not	PART
ajird-55	217	14	contribute	contribute	VERB
ajird-55	217	15	directly	directly	ADV
ajird-55	217	16	to	to	ADP
ajird-55	217	17	the	the	DET
ajird-55	217	18	expansion	expansion	NOUN
ajird-55	217	19	of	of	ADP
ajird-55	217	20	functionality	functionality	NOUN
ajird-55	217	21	and	and	CCONJ
ajird-55	217	22	is	be	AUX
ajird-55	217	23	thus	thus	ADV
ajird-55	217	24	,	,	PUNCT
ajird-55	217	25	apparently	apparently	ADV
ajird-55	217	26	,	,	PUNCT
ajird-55	217	27	unproductive	unproductive	ADJ
ajird-55	217	28	.	.	PUNCT
ajird-55	218	1	a	a	DET
ajird-55	218	2	fundamental	fundamental	ADJ
ajird-55	218	3	element	element	NOUN
ajird-55	218	4	in	in	ADP
ajird-55	218	5	xp	xp	PROPN
ajird-55	218	6	are	be	AUX
ajird-55	218	7	the	the	DET
ajird-55	218	8	stories	story	NOUN
ajird-55	218	9	,	,	PUNCT
ajird-55	218	10	scenarios	scenario	NOUN
ajird-55	218	11	that	that	PRON
ajird-55	218	12	serve	serve	VERB
ajird-55	218	13	to	to	PART
ajird-55	218	14	describe	describe	VERB
ajird-55	218	15	the	the	DET
ajird-55	218	16	user	user	NOUN
ajird-55	218	17	requirements	requirement	NOUN
ajird-55	218	18	and	and	CCONJ
ajird-55	218	19	are	be	AUX
ajird-55	218	20	comparable	comparable	ADJ
ajird-55	218	21	to	to	ADP
ajird-55	218	22	the	the	DET
ajird-55	218	23	use	use	NOUN
ajird-55	218	24	cases	case	NOUN
ajird-55	218	25	of	of	ADP
ajird-55	218	26	uml	uml	PROPN
ajird-55	218	27	.	.	PUNCT
ajird-55	219	1	the	the	DET
ajird-55	219	2	aim	aim	NOUN
ajird-55	219	3	of	of	ADP
ajird-55	219	4	the	the	DET
ajird-55	219	5	stories	story	NOUN
ajird-55	219	6	is	be	AUX
ajird-55	219	7	less	less	ADJ
ajird-55	219	8	the	the	DET
ajird-55	219	9	creation	creation	NOUN
ajird-55	219	10	of	of	ADP
ajird-55	219	11	a	a	DET
ajird-55	219	12	complete	complete	ADJ
ajird-55	219	13	specification	specification	NOUN
ajird-55	219	14	,	,	PUNCT
ajird-55	219	15	but	but	CCONJ
ajird-55	219	16	rather	rather	ADV
ajird-55	219	17	the	the	DET
ajird-55	219	18	description	description	NOUN
ajird-55	219	19	of	of	ADP
ajird-55	219	20	a	a	DET
ajird-55	219	21	customer	customer	NOUN
ajird-55	219	22	request	request	NOUN
ajird-55	219	23	,	,	PUNCT
ajird-55	219	24	which	which	PRON
ajird-55	219	25	is	be	AUX
ajird-55	219	26	given	give	VERB
ajird-55	219	27	a	a	DET
ajird-55	219	28	priority	priority	NOUN
ajird-55	219	29	and	and	CCONJ
ajird-55	219	30	used	use	VERB
ajird-55	219	31	as	as	ADP
ajird-55	219	32	a	a	DET
ajird-55	219	33	unit	unit	NOUN
ajird-55	219	34	for	for	ADP
ajird-55	219	35	the	the	DET
ajird-55	219	36	master	master	NOUN
ajird-55	219	37	planning	planning	NOUN
ajird-55	219	38	.	.	PUNCT
ajird-55	220	1	in	in	ADP
ajird-55	220	2	the	the	DET
ajird-55	220	3	course	course	NOUN
ajird-55	220	4	of	of	ADP
ajird-55	220	5	the	the	DET
ajird-55	220	6	development	development	NOUN
ajird-55	220	7	process	process	NOUN
ajird-55	220	8	,	,	PUNCT
ajird-55	220	9	new	new	ADJ
ajird-55	220	10	stories	story	NOUN
ajird-55	220	11	can	can	AUX
ajird-55	220	12	be	be	AUX
ajird-55	220	13	added	add	VERB
ajird-55	220	14	or	or	CCONJ
ajird-55	220	15	existing	exist	VERB
ajird-55	220	16	ones	one	NOUN
ajird-55	220	17	refined	refine	VERB
ajird-55	220	18	.	.	PUNCT
ajird-55	221	1	it	it	PRON
ajird-55	221	2	is	be	AUX
ajird-55	221	3	also	also	ADV
ajird-55	221	4	important	important	ADJ
ajird-55	221	5	to	to	PART
ajird-55	221	6	specify	specify	VERB
ajird-55	221	7	the	the	DET
ajird-55	221	8	test	test	NOUN
ajird-55	221	9	case	case	NOUN
ajird-55	221	10	before	before	ADP
ajird-55	221	11	implementation	implementation	NOUN
ajird-55	221	12	,	,	PUNCT
ajird-55	221	13	so	so	SCONJ
ajird-55	221	14	that	that	SCONJ
ajird-55	221	15	the	the	DET
ajird-55	221	16	first	first	ADJ
ajird-55	221	17	function	function	NOUN
ajird-55	221	18	tests	test	NOUN
ajird-55	221	19	can	can	AUX
ajird-55	221	20	be	be	AUX
ajird-55	221	21	carried	carry	VERB
ajird-55	221	22	out	out	ADP
ajird-55	221	23	automatically	automatically	ADV
ajird-55	221	24	during	during	ADP
ajird-55	221	25	the	the	DET
ajird-55	221	26	coding	coding	NOUN
ajird-55	221	27	.	.	PUNCT
ajird-55	222	1	the	the	DET
ajird-55	222	2	extreme	extreme	ADJ
ajird-55	222	3	programming	programming	NOUN
ajird-55	222	4	places	place	VERB
ajird-55	222	5	some	some	DET
ajird-55	222	6	social	social	ADJ
ajird-55	222	7	requirements	requirement	NOUN
ajird-55	222	8	on	on	ADP
ajird-55	222	9	the	the	DET
ajird-55	222	10	developers	developer	NOUN
ajird-55	222	11	and	and	CCONJ
ajird-55	222	12	customers	customer	NOUN
ajird-55	222	13	unsupervised	unsupervised	ADJ
ajird-55	222	14	learning	learn	VERB
ajird-55	222	15	unsupervised	unsupervised	ADJ
ajird-55	222	16	machine	machine	NOUN
ajird-55	222	17	learning	learn	VERB
ajird-55	222	18	algorithms	algorithm	NOUN
ajird-55	222	19	infer	infer	VERB
ajird-55	222	20	patterns	pattern	NOUN
ajird-55	222	21	from	from	ADP
ajird-55	222	22	a	a	DET
ajird-55	222	23	dataset	dataset	NOUN
ajird-55	222	24	deprived	deprive	VERB
ajird-55	222	25	of	of	ADP
ajird-55	222	26	orientation	orientation	NOUN
ajird-55	222	27	to	to	PART
ajird-55	222	28	known	know	VERB
ajird-55	222	29	,	,	PUNCT
ajird-55	222	30	or	or	CCONJ
ajird-55	222	31	branded	brand	VERB
ajird-55	222	32	,	,	PUNCT
ajird-55	222	33	outcomes	outcome	NOUN
ajird-55	222	34	.	.	PUNCT
ajird-55	223	1	dissimilar	dissimilar	ADJ
ajird-55	223	2	supervised	supervised	ADJ
ajird-55	223	3	machine	machine	NOUN
ajird-55	223	4	learning	learning	NOUN
ajird-55	223	5	,	,	PUNCT
ajird-55	223	6	american	american	PROPN
ajird-55	223	7	journal	journal	PROPN
ajird-55	223	8	of	of	ADP
ajird-55	223	9	interdisciplinary	interdisciplinary	ADJ
ajird-55	223	10	research	research	NOUN
ajird-55	223	11	and	and	CCONJ
ajird-55	223	12	development	development	NOUN
ajird-55	223	13	issn	issn	PROPN
ajird-55	223	14	online	online	NOUN
ajird-55	223	15	:	:	PUNCT
ajird-55	223	16	2771	2771	NUM
ajird-55	223	17	-	-	SYM
ajird-55	223	18	8948	8948	NUM
ajird-55	223	19	website	website	NOUN
ajird-55	223	20	:	:	PUNCT
ajird-55	223	21	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-55	223	22	volume	volume	NOUN
ajird-55	223	23	04	04	NUM
ajird-55	223	24	,	,	PUNCT
ajird-55	223	25	may	may	AUX
ajird-55	223	26	,	,	PUNCT
ajird-55	223	27	2022	2022	NUM
ajird-55	223	28	90	90	NUM
ajird-55	224	1	|	|	ADV
ajird-55	224	2	p	p	NOUN
ajird-55	224	3	a	a	DET
ajird-55	224	4	g	g	NOUN
ajird-55	224	5	e	e	X
ajird-55	224	6	unsupervised	unsupervised	ADJ
ajird-55	224	7	machine	machine	NOUN
ajird-55	224	8	learning	learn	VERB
ajird-55	224	9	techniques	technique	NOUN
ajird-55	224	10	can	can	AUX
ajird-55	224	11	not	not	PART
ajird-55	224	12	be	be	AUX
ajird-55	224	13	straight	straight	ADV
ajird-55	224	14	realistic	realistic	ADJ
ajird-55	224	15	to	to	ADP
ajird-55	224	16	a	a	DET
ajird-55	224	17	regression	regression	NOUN
ajird-55	224	18	or	or	CCONJ
ajird-55	224	19	a	a	DET
ajird-55	224	20	classification	classification	NOUN
ajird-55	224	21	problem	problem	NOUN
ajird-55	224	22	since	since	SCONJ
ajird-55	224	23	you	you	PRON
ajird-55	224	24	have	have	VERB
ajird-55	224	25	no	no	DET
ajird-55	224	26	impression	impression	NOUN
ajird-55	224	27	what	what	PRON
ajird-55	224	28	the	the	DET
ajird-55	224	29	standards	standard	NOUN
ajird-55	224	30	for	for	ADP
ajird-55	224	31	the	the	DET
ajird-55	224	32	yield	yield	NOUN
ajird-55	224	33	data	datum	NOUN
ajird-55	224	34	strength	strength	NOUN
ajird-55	224	35	be	be	AUX
ajird-55	224	36	,	,	PUNCT
ajird-55	224	37	making	make	VERB
ajird-55	224	38	it	it	PRON
ajird-55	224	39	unbearable	unbearable	ADJ
ajird-55	224	40	for	for	SCONJ
ajird-55	224	41	you	you	PRON
ajird-55	224	42	to	to	PART
ajird-55	224	43	train	train	VERB
ajird-55	224	44	the	the	DET
ajird-55	224	45	method	method	NOUN
ajird-55	224	46	the	the	DET
ajird-55	224	47	way	way	NOUN
ajird-55	224	48	you	you	PRON
ajird-55	224	49	generally	generally	ADV
ajird-55	224	50	would	would	AUX
ajird-55	224	51	.	.	PUNCT
ajird-55	225	1	unsupervised	unsupervised	ADJ
ajird-55	225	2	learning	learning	NOUN
ajird-55	225	3	can	can	AUX
ajird-55	225	4	in	in	ADP
ajird-55	225	5	its	its	PRON
ajird-55	225	6	place	place	NOUN
ajird-55	225	7	be	be	AUX
ajird-55	225	8	applied	apply	VERB
ajird-55	225	9	for	for	ADP
ajird-55	225	10	learning	learn	VERB
ajird-55	225	11	the	the	DET
ajird-55	225	12	fundamental	fundamental	ADJ
ajird-55	225	13	building	building	NOUN
ajird-55	225	14	of	of	ADP
ajird-55	225	15	the	the	DET
ajird-55	225	16	data	datum	NOUN
ajird-55	225	17	[	[	X
ajird-55	225	18	21	21	NUM
ajird-55	225	19	]	]	PUNCT
ajird-55	225	20	.	.	PUNCT
ajird-55	226	1	unsupervised	unsupervised	ADJ
ajird-55	226	2	machine	machine	NOUN
ajird-55	226	3	learning	learning	NOUN
ajird-55	226	4	purports	purport	NOUN
ajird-55	226	5	to	to	PART
ajird-55	226	6	discover	discover	VERB
ajird-55	226	7	before	before	ADP
ajird-55	226	8	nameless	nameless	ADJ
ajird-55	226	9	designs	design	NOUN
ajird-55	226	10	in	in	ADP
ajird-55	226	11	data	datum	NOUN
ajird-55	226	12	,	,	PUNCT
ajird-55	226	13	but	but	CCONJ
ajird-55	226	14	greatest	great	ADJ
ajird-55	226	15	of	of	ADP
ajird-55	226	16	the	the	DET
ajird-55	226	17	period	period	NOUN
ajird-55	226	18	these	these	DET
ajird-55	226	19	decorations	decoration	NOUN
ajird-55	226	20	are	be	AUX
ajird-55	226	21	deprived	deprive	VERB
ajird-55	226	22	estimates	estimate	NOUN
ajird-55	226	23	of	of	ADP
ajird-55	226	24	what	what	PRON
ajird-55	226	25	supervised	supervised	ADJ
ajird-55	226	26	machine	machine	NOUN
ajird-55	226	27	learning	learning	NOUN
ajird-55	226	28	can	can	AUX
ajird-55	226	29	attain	attain	VERB
ajird-55	226	30	.	.	PUNCT
ajird-55	227	1	moreover	moreover	ADV
ajird-55	227	2	,	,	PUNCT
ajird-55	227	3	meanwhile	meanwhile	ADV
ajird-55	227	4	you	you	PRON
ajird-55	227	5	do	do	AUX
ajird-55	227	6	n’t	not	PART
ajird-55	227	7	know	know	VERB
ajird-55	227	8	what	what	PRON
ajird-55	227	9	the	the	DET
ajird-55	227	10	results	result	NOUN
ajird-55	227	11	must	must	AUX
ajird-55	227	12	be	be	AUX
ajird-55	227	13	,	,	PUNCT
ajird-55	227	14	there	there	PRON
ajird-55	227	15	is	be	VERB
ajird-55	227	16	no	no	DET
ajird-55	227	17	way	way	NOUN
ajird-55	227	18	to	to	PART
ajird-55	227	19	control	control	VERB
ajird-55	227	20	how	how	SCONJ
ajird-55	227	21	precise	precise	ADJ
ajird-55	227	22	they	they	PRON
ajird-55	227	23	are	be	AUX
ajird-55	227	24	,	,	PUNCT
ajird-55	227	25	creation	creation	NOUN
ajird-55	227	26	supervised	supervise	VERB
ajird-55	227	27	machine	machine	NOUN
ajird-55	227	28	learning	learn	VERB
ajird-55	227	29	additional	additional	ADJ
ajird-55	227	30	applicable	applicable	ADJ
ajird-55	227	31	to	to	ADP
ajird-55	227	32	real	real	ADJ
ajird-55	227	33	-	-	PUNCT
ajird-55	227	34	world	world	NOUN
ajird-55	227	35	problems	problem	NOUN
ajird-55	227	36	.	.	PUNCT
ajird-55	228	1	the	the	DET
ajird-55	228	2	superlative	superlative	ADJ
ajird-55	228	3	time	time	NOUN
ajird-55	228	4	to	to	PART
ajird-55	228	5	apply	apply	VERB
ajird-55	228	6	unsupervised	unsupervised	ADJ
ajird-55	228	7	machine	machine	NOUN
ajird-55	228	8	learning	learning	NOUN
ajird-55	228	9	is	be	AUX
ajird-55	228	10	when	when	SCONJ
ajird-55	228	11	you	you	PRON
ajird-55	228	12	do	do	AUX
ajird-55	228	13	n’t	not	PART
ajird-55	228	14	have	have	VERB
ajird-55	228	15	data	datum	NOUN
ajird-55	228	16	on	on	ADP
ajird-55	228	17	target	target	NOUN
ajird-55	228	18	outcomes	outcome	NOUN
ajird-55	228	19	,	,	PUNCT
ajird-55	228	20	like	like	ADP
ajird-55	228	21	decisive	decisive	ADJ
ajird-55	228	22	a	a	DET
ajird-55	228	23	target	target	NOUN
ajird-55	228	24	marketplace	marketplace	NOUN
ajird-55	228	25	for	for	ADP
ajird-55	228	26	completely	completely	ADV
ajird-55	228	27	new	new	ADJ
ajird-55	228	28	creation	creation	NOUN
ajird-55	228	29	that	that	PRON
ajird-55	228	30	your	your	PRON
ajird-55	228	31	commercial	commercial	NOUN
ajird-55	228	32	has	have	AUX
ajird-55	228	33	not	not	PART
ajird-55	228	34	ever	ever	ADV
ajird-55	228	35	sold	sell	VERB
ajird-55	228	36	beforehand	beforehand	ADV
ajird-55	228	37	.	.	PUNCT
ajird-55	229	1	though	though	ADV
ajird-55	229	2	,	,	PUNCT
ajird-55	229	3	if	if	SCONJ
ajird-55	229	4	you	you	PRON
ajird-55	229	5	are	be	AUX
ajird-55	229	6	annoying	annoying	ADJ
ajird-55	229	7	to	to	PART
ajird-55	229	8	become	become	VERB
ajird-55	229	9	a	a	DET
ajird-55	229	10	healthier	healthy	ADJ
ajird-55	229	11	sympathetic	sympathetic	NOUN
ajird-55	229	12	of	of	ADP
ajird-55	229	13	your	your	PRON
ajird-55	229	14	current	current	ADJ
ajird-55	229	15	customer	customer	NOUN
ajird-55	229	16	base	base	NOUN
ajird-55	229	17	,	,	PUNCT
ajird-55	229	18	supervised	supervised	ADJ
ajird-55	229	19	learning	learning	NOUN
ajird-55	229	20	is	be	AUX
ajird-55	229	21	the	the	DET
ajird-55	229	22	best	good	ADJ
ajird-55	229	23	method	method	NOUN
ajird-55	229	24	[	[	X
ajird-55	229	25	22	22	NUM
ajird-55	229	26	]	]	PUNCT
ajird-55	229	27	.	.	PUNCT
ajird-55	230	1	material	material	NOUN
ajird-55	230	2	and	and	CCONJ
ajird-55	230	3	methods	method	NOUN
ajird-55	230	4	feature	feature	VERB
ajird-55	230	5	extraction	extraction	NOUN
ajird-55	230	6	techniques	technique	NOUN
ajird-55	230	7	entity	entity	NOUN
ajird-55	230	8	extraction	extraction	NOUN
ajird-55	230	9	is	be	AUX
ajird-55	230	10	a	a	DET
ajird-55	230	11	downsizing	downsize	VERB
ajird-55	230	12	process	process	NOUN
ajird-55	230	13	in	in	ADP
ajird-55	230	14	which	which	PRON
ajird-55	230	15	the	the	DET
ajird-55	230	16	original	original	ADJ
ajird-55	230	17	raw	raw	ADJ
ajird-55	230	18	dataset	dataset	NOUN
ajird-55	230	19	is	be	AUX
ajird-55	230	20	reduced	reduce	VERB
ajird-55	230	21	to	to	ADP
ajird-55	230	22	more	more	ADV
ajird-55	230	23	manageable	manageable	ADJ
ajird-55	230	24	groups	group	NOUN
ajird-55	230	25	for	for	ADP
ajird-55	230	26	processing	processing	NOUN
ajird-55	230	27	.	.	PUNCT
ajird-55	231	1	a	a	DET
ajird-55	231	2	characteristic	characteristic	NOUN
ajird-55	231	3	of	of	ADP
ajird-55	231	4	this	this	DET
ajird-55	231	5	large	large	ADJ
ajird-55	231	6	amount	amount	NOUN
ajird-55	231	7	of	of	ADP
ajird-55	231	8	data	data	NOUN
ajird-55	231	9	is	be	AUX
ajird-55	231	10	the	the	DET
ajird-55	231	11	large	large	ADJ
ajird-55	231	12	number	number	NOUN
ajird-55	231	13	of	of	ADP
ajird-55	231	14	variables	variable	NOUN
ajird-55	231	15	that	that	PRON
ajird-55	231	16	require	require	VERB
ajird-55	231	17	extensive	extensive	ADJ
ajird-55	231	18	use	use	NOUN
ajird-55	231	19	of	of	ADP
ajird-55	231	20	the	the	DET
ajird-55	231	21	computation	computation	NOUN
ajird-55	231	22	.	.	PUNCT
ajird-55	232	1	this	this	DET
ajird-55	232	2	section	section	NOUN
ajird-55	232	3	introduces	introduce	VERB
ajird-55	232	4	various	various	ADJ
ajird-55	232	5	methods	method	NOUN
ajird-55	232	6	of	of	ADP
ajird-55	232	7	extracting	extract	VERB
ajird-55	232	8	functions	function	NOUN
ajird-55	232	9	.	.	PUNCT
ajird-55	233	1	independent	independent	ADJ
ajird-55	233	2	component	component	NOUN
ajird-55	233	3	analysis	analysis	NOUN
ajird-55	233	4	(	(	PUNCT
ajird-55	233	5	ica	ica	PROPN
ajird-55	233	6	)	)	PUNCT
ajird-55	233	7	independent	independent	ADJ
ajird-55	233	8	component	component	NOUN
ajird-55	233	9	analysis	analysis	NOUN
ajird-55	233	10	(	(	PUNCT
ajird-55	233	11	ica	ica	PROPN
ajird-55	233	12	)	)	PUNCT
ajird-55	233	13	is	be	AUX
ajird-55	233	14	a	a	DET
ajird-55	233	15	statistical	statistical	ADJ
ajird-55	233	16	and	and	CCONJ
ajird-55	233	17	computational	computational	ADJ
ajird-55	233	18	technique	technique	NOUN
ajird-55	233	19	that	that	PRON
ajird-55	233	20	identifies	identify	VERB
ajird-55	233	21	the	the	DET
ajird-55	233	22	hidden	hidden	ADJ
ajird-55	233	23	factors	factor	NOUN
ajird-55	233	24	underlying	underlie	VERB
ajird-55	233	25	a	a	DET
ajird-55	233	26	set	set	NOUN
ajird-55	233	27	of	of	ADP
ajird-55	233	28	random	random	ADJ
ajird-55	233	29	variables	variable	NOUN
ajird-55	233	30	,	,	PUNCT
ajird-55	233	31	measurements	measurement	NOUN
ajird-55	233	32	,	,	PUNCT
ajird-55	233	33	or	or	CCONJ
ajird-55	233	34	signals	signal	NOUN
ajird-55	233	35	.	.	PUNCT
ajird-55	234	1	the	the	DET
ajird-55	234	2	cia	cia	PROPN
ajird-55	234	3	defines	define	VERB
ajird-55	234	4	a	a	DET
ajird-55	234	5	generative	generative	ADJ
ajird-55	234	6	model	model	NOUN
ajird-55	234	7	for	for	ADP
ajird-55	234	8	multidimensional	multidimensional	ADJ
ajird-55	234	9	observable	observable	ADJ
ajird-55	234	10	data	datum	NOUN
ajird-55	234	11	,	,	PUNCT
ajird-55	234	12	which	which	PRON
ajird-55	234	13	is	be	AUX
ajird-55	234	14	usually	usually	ADV
ajird-55	234	15	in	in	ADP
ajird-55	234	16	the	the	DET
ajird-55	234	17	form	form	NOUN
ajird-55	234	18	of	of	ADP
ajird-55	234	19	a	a	DET
ajird-55	234	20	large	large	ADJ
ajird-55	234	21	sample	sample	NOUN
ajird-55	234	22	database	database	NOUN
ajird-55	234	23	.	.	PUNCT
ajird-55	235	1	the	the	DET
ajird-55	235	2	model	model	NOUN
ajird-55	235	3	assumes	assume	VERB
ajird-55	235	4	that	that	SCONJ
ajird-55	235	5	the	the	DET
ajird-55	235	6	data	data	NOUN
ajird-55	235	7	variables	variable	NOUN
ajird-55	235	8	are	be	AUX
ajird-55	235	9	linear	linear	ADJ
ajird-55	235	10	mixtures	mixture	NOUN
ajird-55	235	11	of	of	ADP
ajird-55	235	12	some	some	DET
ajird-55	235	13	unknown	unknown	ADJ
ajird-55	235	14	hidden	hide	VERB
ajird-55	235	15	variables	variable	NOUN
ajird-55	235	16	and	and	CCONJ
ajird-55	235	17	that	that	SCONJ
ajird-55	235	18	the	the	DET
ajird-55	235	19	mixing	mix	VERB
ajird-55	235	20	system	system	NOUN
ajird-55	235	21	is	be	AUX
ajird-55	235	22	also	also	ADV
ajird-55	235	23	unknown	unknown	ADJ
ajird-55	235	24	.	.	PUNCT
ajird-55	236	1	it	it	PRON
ajird-55	236	2	is	be	AUX
ajird-55	236	3	assumed	assume	VERB
ajird-55	236	4	that	that	SCONJ
ajird-55	236	5	hidden	hidden	ADJ
ajird-55	236	6	variables	variable	NOUN
ajird-55	236	7	are	be	AUX
ajird-55	236	8	not	not	PART
ajird-55	236	9	external	external	ADJ
ajird-55	236	10	and	and	CCONJ
ajird-55	236	11	independent	independent	ADJ
ajird-55	236	12	of	of	ADP
ajird-55	236	13	each	each	DET
ajird-55	236	14	other	other	ADJ
ajird-55	236	15	and	and	CCONJ
ajird-55	236	16	are	be	AUX
ajird-55	236	17	called	call	VERB
ajird-55	236	18	independent	independent	ADJ
ajird-55	236	19	components	component	NOUN
ajird-55	236	20	of	of	ADP
ajird-55	236	21	the	the	DET
ajird-55	236	22	observed	observe	VERB
ajird-55	236	23	data	datum	NOUN
ajird-55	236	24	.	.	PUNCT
ajird-55	237	1	ca	can	AUX
ajird-55	237	2	can	can	AUX
ajird-55	237	3	find	find	VERB
ajird-55	237	4	these	these	DET
ajird-55	237	5	standalone	standalone	ADJ
ajird-55	237	6	components	component	NOUN
ajird-55	237	7	,	,	PUNCT
ajird-55	237	8	also	also	ADV
ajird-55	237	9	known	know	VERB
ajird-55	237	10	as	as	ADP
ajird-55	237	11	a	a	DET
ajird-55	237	12	source	source	NOUN
ajird-55	237	13	or	or	CCONJ
ajird-55	237	14	agent	agent	NOUN
ajird-55	237	15	.	.	PUNCT
ajird-55	238	1	external	external	ADJ
ajird-55	238	2	cli	cli	NOUN
ajird-55	238	3	for	for	ADP
ajird-55	238	4	principal	principal	ADJ
ajird-55	238	5	component	component	NOUN
ajird-55	238	6	analysis	analysis	NOUN
ajird-55	238	7	and	and	CCONJ
ajird-55	238	8	factor	factor	NOUN
ajird-55	238	9	analysis	analysis	NOUN
ajird-55	238	10	.	.	PUNCT
ajird-55	239	1	however	however	ADV
ajird-55	239	2	,	,	PUNCT
ajird-55	239	3	ica	ica	PROPN
ajird-55	239	4	is	be	AUX
ajird-55	239	5	a	a	DET
ajird-55	239	6	more	more	ADV
ajird-55	239	7	robust	robust	ADJ
ajird-55	239	8	method	method	NOUN
ajird-55	239	9	and	and	CCONJ
ajird-55	239	10	can	can	AUX
ajird-55	239	11	be	be	AUX
ajird-55	239	12	used	use	VERB
ajird-55	239	13	to	to	PART
ajird-55	239	14	find	find	VERB
ajird-55	239	15	the	the	DET
ajird-55	239	16	primary	primary	ADJ
ajird-55	239	17	factor	factor	NOUN
ajird-55	239	18	or	or	CCONJ
ajird-55	239	19	source	source	NOUN
ajird-55	239	20	when	when	SCONJ
ajird-55	239	21	these	these	DET
ajird-55	239	22	traditional	traditional	ADJ
ajird-55	239	23	methods	method	NOUN
ajird-55	239	24	fail	fail	VERB
ajird-55	239	25	completely	completely	ADV
ajird-55	239	26	.	.	PUNCT
ajird-55	240	1	the	the	DET
ajird-55	240	2	data	datum	NOUN
ajird-55	240	3	that	that	PRON
ajird-55	240	4	ica	ica	PROPN
ajird-55	240	5	analyzes	analyze	VERB
ajird-55	240	6	can	can	AUX
ajird-55	240	7	come	come	VERB
ajird-55	240	8	from	from	ADP
ajird-55	240	9	a	a	DET
ajird-55	240	10	wide	wide	ADJ
ajird-55	240	11	variety	variety	NOUN
ajird-55	240	12	of	of	ADP
ajird-55	240	13	applications	application	NOUN
ajird-55	240	14	including	include	VERB
ajird-55	240	15	digital	digital	ADJ
ajird-55	240	16	images	image	NOUN
ajird-55	240	17	,	,	PUNCT
ajird-55	240	18	document	document	NOUN
ajird-55	240	19	databases	database	NOUN
ajird-55	240	20	,	,	PUNCT
ajird-55	240	21	economic	economic	ADJ
ajird-55	240	22	indicators	indicator	NOUN
ajird-55	240	23	,	,	PUNCT
ajird-55	240	24	psychological	psychological	ADJ
ajird-55	240	25	metrics	metric	NOUN
ajird-55	240	26	,	,	PUNCT
ajird-55	240	27	and	and	CCONJ
ajird-55	240	28	more	more	ADJ
ajird-55	240	29	.	.	PUNCT
ajird-55	241	1	in	in	ADP
ajird-55	241	2	many	many	ADJ
ajird-55	241	3	cases	case	NOUN
ajird-55	241	4	the	the	DET
ajird-55	241	5	measurements	measurement	NOUN
ajird-55	241	6	are	be	AUX
ajird-55	241	7	provided	provide	VERB
ajird-55	241	8	as	as	ADP
ajird-55	241	9	a	a	DET
ajird-55	241	10	series	series	NOUN
ajird-55	241	11	of	of	ADP
ajird-55	241	12	parallel	parallel	ADJ
ajird-55	241	13	signals	signal	NOUN
ajird-55	241	14	or	or	CCONJ
ajird-55	241	15	time	time	NOUN
ajird-55	241	16	series	series	NOUN
ajird-55	241	17	.	.	PUNCT
ajird-55	242	1	the	the	DET
ajird-55	242	2	term	term	NOUN
ajird-55	242	3	blind	blind	ADJ
ajird-55	242	4	source	source	NOUN
ajird-55	242	5	sharing	sharing	NOUN
ajird-55	242	6	is	be	AUX
ajird-55	242	7	used	use	VERB
ajird-55	242	8	to	to	PART
ajird-55	242	9	describe	describe	VERB
ajird-55	242	10	this	this	DET
ajird-55	242	11	problem	problem	NOUN
ajird-55	242	12	.	.	PUNCT
ajird-55	243	1	typical	typical	ADJ
ajird-55	243	2	examples	example	NOUN
ajird-55	243	3	are	be	AUX
ajird-55	243	4	the	the	DET
ajird-55	243	5	simultaneous	simultaneous	ADJ
ajird-55	243	6	audio	audio	ADJ
ajird-55	243	7	signals	signal	NOUN
ajird-55	243	8	that	that	PRON
ajird-55	243	9	are	be	AUX
ajird-55	243	10	recorded	record	VERB
ajird-55	243	11	by	by	ADP
ajird-55	243	12	several	several	ADJ
ajird-55	243	13	microphones	microphone	NOUN
ajird-55	243	14	,	,	PUNCT
ajird-55	243	15	the	the	DET
ajird-55	243	16	interfering	interfere	VERB
ajird-55	243	17	radio	radio	NOUN
ajird-55	243	18	signals	signal	NOUN
ajird-55	243	19	that	that	PRON
ajird-55	243	20	are	be	AUX
ajird-55	243	21	american	american	ADJ
ajird-55	243	22	journal	journal	PROPN
ajird-55	243	23	of	of	ADP
ajird-55	243	24	interdisciplinary	interdisciplinary	ADJ
ajird-55	243	25	research	research	NOUN
ajird-55	243	26	and	and	CCONJ
ajird-55	243	27	development	development	NOUN
ajird-55	243	28	issn	issn	PROPN
ajird-55	243	29	online	online	NOUN
ajird-55	243	30	:	:	PUNCT
ajird-55	243	31	2771	2771	NUM
ajird-55	243	32	-	-	SYM
ajird-55	243	33	8948	8948	NUM
ajird-55	243	34	website	website	NOUN
ajird-55	243	35	:	:	PUNCT
ajird-55	243	36	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-55	243	37	volume	volume	NOUN
ajird-55	243	38	04	04	NUM
ajird-55	243	39	,	,	PUNCT
ajird-55	243	40	may	may	AUX
ajird-55	243	41	,	,	PUNCT
ajird-55	243	42	2022	2022	NUM
ajird-55	243	43	91	91	NUM
ajird-55	244	1	|	|	ADV
ajird-55	244	2	p	p	ADP
ajird-55	244	3	a	a	DET
ajird-55	244	4	g	g	NOUN
ajird-55	244	5	e	e	NOUN
ajird-55	244	6	received	receive	VERB
ajird-55	244	7	by	by	ADP
ajird-55	244	8	eeg	eeg	PROPN
ajird-55	244	9	mobile	mobile	ADJ
ajird-55	244	10	phones	phone	NOUN
ajird-55	244	11	that	that	PRON
ajird-55	244	12	have	have	AUX
ajird-55	244	13	been	be	AUX
ajird-55	244	14	recorded	record	VERB
ajird-55	244	15	by	by	ADP
ajird-55	244	16	different	different	ADJ
ajird-55	244	17	sensors	sensor	NOUN
ajird-55	244	18	,	,	PUNCT
ajird-55	244	19	or	or	CCONJ
ajird-55	244	20	the	the	DET
ajird-55	244	21	mixing	mixing	NOUN
ajird-55	244	22	of	of	ADP
ajird-55	244	23	parallel	parallel	ADJ
ajird-55	244	24	time	time	NOUN
ajird-55	244	25	series	series	NOUN
ajird-55	244	26	in	in	ADP
ajird-55	244	27	industrial	industrial	ADJ
ajird-55	244	28	processes	process	NOUN
ajird-55	244	29	[	[	X
ajird-55	244	30	23	23	NUM
ajird-55	244	31	]	]	PUNCT
ajird-55	244	32	,	,	PUNCT
ajird-55	244	33	[	[	X
ajird-55	244	34	24	24	NUM
ajird-55	244	35	]	]	PUNCT
ajird-55	244	36	.	.	PUNCT
ajird-55	245	1	isomap	isomap	PROPN
ajird-55	245	2	isomap	isomap	PROPN
ajird-55	245	3	means	mean	VERB
ajird-55	245	4	isometric	isometric	ADJ
ajird-55	245	5	view	view	NOUN
ajird-55	245	6	.	.	PUNCT
ajird-55	246	1	isomap	isomap	NOUN
ajird-55	246	2	is	be	AUX
ajird-55	246	3	a	a	DET
ajird-55	246	4	spectral	spectral	ADJ
ajird-55	246	5	theory	theory	NOUN
ajird-55	246	6	-	-	PUNCT
ajird-55	246	7	based	base	VERB
ajird-55	246	8	method	method	NOUN
ajird-55	246	9	for	for	ADP
ajird-55	246	10	reducing	reduce	VERB
ajird-55	246	11	non	non	ADJ
ajird-55	246	12	-	-	ADJ
ajird-55	246	13	linear	linear	ADJ
ajird-55	246	14	dimensions	dimension	NOUN
ajird-55	246	15	,	,	PUNCT
ajird-55	246	16	which	which	PRON
ajird-55	246	17	requires	require	VERB
ajird-55	246	18	the	the	DET
ajird-55	246	19	acquisition	acquisition	NOUN
ajird-55	246	20	of	of	ADP
ajird-55	246	21	lower	low	ADJ
ajird-55	246	22	dimensional	dimensional	ADJ
ajird-55	246	23	geodesic	geodesic	ADJ
ajird-55	246	24	distances	distance	NOUN
ajird-55	246	25	.	.	PUNCT
ajird-55	247	1	isomap	isomap	PROPN
ajird-55	247	2	begins	begin	VERB
ajird-55	247	3	building	build	VERB
ajird-55	247	4	a	a	DET
ajird-55	247	5	network	network	NOUN
ajird-55	247	6	of	of	ADP
ajird-55	247	7	neighbors	neighbor	NOUN
ajird-55	247	8	.	.	PUNCT
ajird-55	248	1	then	then	ADV
ajird-55	248	2	use	use	VERB
ajird-55	248	3	the	the	DET
ajird-55	248	4	distance	distance	NOUN
ajird-55	248	5	from	from	ADP
ajird-55	248	6	the	the	DET
ajird-55	248	7	chart	chart	NOUN
ajird-55	248	8	to	to	ADP
ajird-55	248	9	the	the	DET
ajird-55	248	10	approximate	approximate	ADJ
ajird-55	248	11	geodesic	geodesic	ADJ
ajird-55	248	12	distance	distance	NOUN
ajird-55	248	13	between	between	ADP
ajird-55	248	14	every	every	DET
ajird-55	248	15	pair	pair	NOUN
ajird-55	248	16	of	of	ADP
ajird-55	248	17	points	point	NOUN
ajird-55	248	18	.	.	PUNCT
ajird-55	249	1	you	you	PRON
ajird-55	249	2	can	can	AUX
ajird-55	249	3	find	find	VERB
ajird-55	249	4	lowdimensional	lowdimensional	ADJ
ajird-55	249	5	insertions	insertion	NOUN
ajird-55	249	6	in	in	ADP
ajird-55	249	7	your	your	PRON
ajird-55	249	8	dataset	dataset	NOUN
ajird-55	249	9	by	by	ADP
ajird-55	249	10	decomposing	decompose	VERB
ajird-55	249	11	the	the	DET
ajird-55	249	12	eigenvalues	eigenvalue	NOUN
ajird-55	249	13	of	of	ADP
ajird-55	249	14	the	the	DET
ajird-55	249	15	geodesic	geodesic	ADJ
ajird-55	249	16	distance	distance	NOUN
ajird-55	249	17	matrix	matrix	NOUN
ajird-55	249	18	.	.	PUNCT
ajird-55	250	1	for	for	ADP
ajird-55	250	2	nonlinear	nonlinear	ADJ
ajird-55	250	3	variants	variant	NOUN
ajird-55	250	4	,	,	PUNCT
ajird-55	250	5	the	the	DET
ajird-55	250	6	euclidean	euclidean	ADJ
ajird-55	250	7	distance	distance	NOUN
ajird-55	250	8	metric	metric	NOUN
ajird-55	250	9	is	be	AUX
ajird-55	250	10	valid	valid	ADJ
ajird-55	250	11	only	only	ADV
ajird-55	250	12	if	if	SCONJ
ajird-55	250	13	the	the	DET
ajird-55	250	14	neighborhood	neighborhood	NOUN
ajird-55	250	15	structure	structure	NOUN
ajird-55	250	16	can	can	AUX
ajird-55	250	17	be	be	AUX
ajird-55	250	18	approximated	approximate	VERB
ajird-55	250	19	as	as	ADP
ajird-55	250	20	linear	linear	NOUN
ajird-55	250	21	.	.	PUNCT
ajird-55	251	1	the	the	DET
ajird-55	251	2	euclidean	euclidean	ADJ
ajird-55	251	3	distance	distance	NOUN
ajird-55	251	4	can	can	AUX
ajird-55	251	5	be	be	AUX
ajird-55	251	6	very	very	ADV
ajird-55	251	7	difficult	difficult	ADJ
ajird-55	251	8	if	if	SCONJ
ajird-55	251	9	there	there	PRON
ajird-55	251	10	are	be	VERB
ajird-55	251	11	holes	hole	NOUN
ajird-55	251	12	nearby	nearby	ADV
ajird-55	251	13	.	.	PUNCT
ajird-55	252	1	on	on	ADP
ajird-55	252	2	the	the	DET
ajird-55	252	3	other	other	ADJ
ajird-55	252	4	hand	hand	NOUN
ajird-55	252	5	,	,	PUNCT
ajird-55	252	6	if	if	SCONJ
ajird-55	252	7	you	you	PRON
ajird-55	252	8	measure	measure	VERB
ajird-55	252	9	the	the	DET
ajird-55	252	10	distance	distance	NOUN
ajird-55	252	11	between	between	ADP
ajird-55	252	12	the	the	DET
ajird-55	252	13	two	two	NUM
ajird-55	252	14	points	point	NOUN
ajird-55	252	15	behind	behind	ADP
ajird-55	252	16	the	the	DET
ajird-55	252	17	collector	collector	NOUN
ajird-55	252	18	,	,	PUNCT
ajird-55	252	19	the	the	DET
ajird-55	252	20	distance	distance	NOUN
ajird-55	252	21	between	between	ADP
ajird-55	252	22	the	the	DET
ajird-55	252	23	two	two	NUM
ajird-55	252	24	points	point	NOUN
ajird-55	252	25	will	will	AUX
ajird-55	252	26	be	be	AUX
ajird-55	252	27	closer	close	ADJ
ajird-55	252	28	.	.	PUNCT
ajird-55	253	1	let	let	VERB
ajird-55	253	2	's	us	PRON
ajird-55	253	3	understand	understand	VERB
ajird-55	253	4	this	this	PRON
ajird-55	253	5	using	use	VERB
ajird-55	253	6	a	a	DET
ajird-55	253	7	very	very	ADV
ajird-55	253	8	simple	simple	ADJ
ajird-55	253	9	2d	2d	NUM
ajird-55	253	10	example	example	NOUN
ajird-55	254	1	[	[	X
ajird-55	254	2	25],[26	25],[26	NOUN
ajird-55	254	3	]	]	PUNCT
ajird-55	254	4	.	.	PUNCT
ajird-55	255	1	latent	latent	PROPN
ajird-55	255	2	semantic	semantic	ADJ
ajird-55	255	3	analysis	analysis	NOUN
ajird-55	255	4	(	(	PUNCT
ajird-55	255	5	lsa	lsa	NOUN
ajird-55	255	6	)	)	PUNCT
ajird-55	255	7	latent	latent	NOUN
ajird-55	255	8	semantic	semantic	ADJ
ajird-55	255	9	analysis	analysis	NOUN
ajird-55	255	10	(	(	PUNCT
ajird-55	255	11	lsa	lsa	NOUN
ajird-55	255	12	)	)	PUNCT
ajird-55	255	13	derived	derive	VERB
ajird-55	255	14	from	from	ADP
ajird-55	255	15	multi	multi	ADJ
ajird-55	255	16	-	-	ADJ
ajird-55	255	17	dimensional	dimensional	ADJ
ajird-55	255	18	vector	vector	NOUN
ajird-55	255	19	representations	representation	NOUN
ajird-55	255	20	based	base	VERB
ajird-55	255	21	on	on	ADP
ajird-55	255	22	analyzes	analyze	NOUN
ajird-55	255	23	of	of	ADP
ajird-55	255	24	large	large	ADJ
ajird-55	255	25	bodies	body	NOUN
ajird-55	255	26	.	.	PUNCT
ajird-55	256	1	however	however	ADV
ajird-55	256	2	,	,	PUNCT
ajird-55	256	3	lsa	lsa	PROPN
ajird-55	256	4	uses	use	VERB
ajird-55	256	5	a	a	DET
ajird-55	256	6	fixed	fixed	ADJ
ajird-55	256	7	pop	pop	VERB
ajird-55	256	8	-	-	PUNCT
ajird-55	256	9	up	up	NOUN
ajird-55	256	10	window	window	NOUN
ajird-55	256	11	(	(	PUNCT
ajird-55	256	12	e.g.	e.g.	ADV
ajird-55	256	13	at	at	ADP
ajird-55	256	14	the	the	DET
ajird-55	256	15	paragraph	paragraph	NOUN
ajird-55	256	16	level	level	NOUN
ajird-55	256	17	)	)	PUNCT
ajird-55	256	18	to	to	PART
ajird-55	256	19	perform	perform	VERB
ajird-55	256	20	a	a	DET
ajird-55	256	21	full	full	ADJ
ajird-55	256	22	body	body	NOUN
ajird-55	256	23	conjoint	conjoint	VERB
ajird-55	256	24	analysis	analysis	NOUN
ajird-55	256	25	.	.	PUNCT
ajird-55	257	1	the	the	DET
ajird-55	257	2	factor	factor	NOUN
ajird-55	257	3	analysis	analysis	NOUN
ajird-55	257	4	procedure	procedure	NOUN
ajird-55	257	5	(	(	PUNCT
ajird-55	257	6	decomposition	decomposition	NOUN
ajird-55	257	7	into	into	ADP
ajird-55	257	8	singular	singular	ADJ
ajird-55	257	9	values	value	NOUN
ajird-55	257	10	)	)	PUNCT
ajird-55	257	11	is	be	AUX
ajird-55	257	12	then	then	ADV
ajird-55	257	13	applied	apply	VERB
ajird-55	257	14	to	to	ADP
ajird-55	257	15	the	the	DET
ajird-55	257	16	exchange	exchange	NOUN
ajird-55	257	17	matrix	matrix	NOUN
ajird-55	257	18	to	to	PART
ajird-55	257	19	obtain	obtain	VERB
ajird-55	257	20	a	a	DET
ajird-55	257	21	narrow	narrow	ADJ
ajird-55	257	22	range	range	NOUN
ajird-55	257	23	of	of	ADP
ajird-55	257	24	indicators	indicator	NOUN
ajird-55	257	25	(	(	PUNCT
ajird-55	257	26	generally	generally	ADV
ajird-55	257	27	300	300	NUM
ajird-55	257	28	-	-	SYM
ajird-55	257	29	500	500	NUM
ajird-55	257	30	)	)	PUNCT
ajird-55	257	31	.	.	PUNCT
ajird-55	258	1	this	this	DET
ajird-55	258	2	size	size	NOUN
ajird-55	258	3	reduction	reduction	NOUN
ajird-55	258	4	ensures	ensure	VERB
ajird-55	258	5	that	that	SCONJ
ajird-55	258	6	words	word	NOUN
ajird-55	258	7	that	that	PRON
ajird-55	258	8	are	be	AUX
ajird-55	258	9	used	use	VERB
ajird-55	258	10	in	in	ADP
ajird-55	258	11	the	the	DET
ajird-55	258	12	same	same	ADJ
ajird-55	258	13	context	context	NOUN
ajird-55	258	14	have	have	VERB
ajird-55	258	15	the	the	DET
ajird-55	258	16	same	same	ADJ
ajird-55	258	17	vectors	vector	NOUN
ajird-55	258	18	even	even	ADV
ajird-55	258	19	if	if	SCONJ
ajird-55	258	20	they	they	PRON
ajird-55	258	21	are	be	AUX
ajird-55	258	22	not	not	PART
ajird-55	258	23	used	use	VERB
ajird-55	258	24	in	in	ADP
ajird-55	258	25	the	the	DET
ajird-55	258	26	same	same	ADJ
ajird-55	258	27	context	context	NOUN
ajird-55	258	28	.	.	PUNCT
ajird-55	259	1	for	for	ADP
ajird-55	259	2	example	example	NOUN
ajird-55	259	3	,	,	PUNCT
ajird-55	259	4	"	"	PUNCT
ajird-55	259	5	house	house	NOUN
ajird-55	259	6	"	"	PUNCT
ajird-55	259	7	and	and	CCONJ
ajird-55	259	8	"	"	PUNCT
ajird-55	259	9	house	house	NOUN
ajird-55	259	10	"	"	PUNCT
ajird-55	259	11	usually	usually	ADV
ajird-55	259	12	appear	appear	VERB
ajird-55	259	13	with	with	ADP
ajird-55	259	14	"	"	PUNCT
ajird-55	259	15	roof	roof	VERB
ajird-55	259	16	"	"	PUNCT
ajird-55	259	17	,	,	PUNCT
ajird-55	259	18	but	but	CCONJ
ajird-55	259	19	they	they	PRON
ajird-55	259	20	rarely	rarely	ADV
ajird-55	259	21	appear	appear	VERB
ajird-55	259	22	together	together	ADV
ajird-55	259	23	in	in	ADP
ajird-55	259	24	the	the	DET
ajird-55	259	25	same	same	ADJ
ajird-55	259	26	language	language	NOUN
ajird-55	259	27	.	.	PUNCT
ajird-55	260	1	however	however	ADV
ajird-55	260	2	,	,	PUNCT
ajird-55	260	3	they	they	PRON
ajird-55	260	4	have	have	VERB
ajird-55	260	5	a	a	DET
ajird-55	260	6	similar	similar	ADJ
ajird-55	260	7	vector	vector	NOUN
ajird-55	260	8	representation	representation	NOUN
ajird-55	260	9	in	in	ADP
ajird-55	260	10	the	the	DET
ajird-55	260	11	lsa	lsa	NOUN
ajird-55	260	12	.	.	PUNCT
ajird-55	261	1	lsa	lsa	PROPN
ajird-55	261	2	can	can	AUX
ajird-55	261	3	group	group	VERB
ajird-55	261	4	individual	individual	ADJ
ajird-55	261	5	word	word	NOUN
ajird-55	261	6	vectors	vector	NOUN
ajird-55	261	7	together	together	ADV
ajird-55	261	8	to	to	PART
ajird-55	261	9	provide	provide	VERB
ajird-55	261	10	a	a	DET
ajird-55	261	11	measure	measure	NOUN
ajird-55	261	12	of	of	ADP
ajird-55	261	13	the	the	DET
ajird-55	261	14	semantics	semantic	NOUN
ajird-55	261	15	of	of	ADP
ajird-55	261	16	a	a	DET
ajird-55	261	17	larger	large	ADJ
ajird-55	261	18	unit	unit	NOUN
ajird-55	261	19	of	of	ADP
ajird-55	261	20	text	text	NOUN
ajird-55	261	21	.	.	PUNCT
ajird-55	262	1	therefore	therefore	ADV
ajird-55	262	2	,	,	PUNCT
ajird-55	262	3	the	the	DET
ajird-55	262	4	meaning	meaning	NOUN
ajird-55	262	5	of	of	ADP
ajird-55	262	6	a	a	DET
ajird-55	262	7	paragraph	paragraph	NOUN
ajird-55	262	8	is	be	AUX
ajird-55	262	9	the	the	DET
ajird-55	262	10	sum	sum	NOUN
ajird-55	262	11	of	of	ADP
ajird-55	262	12	the	the	DET
ajird-55	262	13	vector	vector	NOUN
ajird-55	262	14	words	word	NOUN
ajird-55	262	15	in	in	ADP
ajird-55	262	16	that	that	DET
ajird-55	262	17	paragraph	paragraph	NOUN
ajird-55	262	18	.	.	PUNCT
ajird-55	263	1	you	you	PRON
ajird-55	263	2	can	can	AUX
ajird-55	263	3	use	use	VERB
ajird-55	263	4	this	this	DET
ajird-55	263	5	criterion	criterion	NOUN
ajird-55	263	6	to	to	PART
ajird-55	263	7	compare	compare	VERB
ajird-55	263	8	large	large	ADJ
ajird-55	263	9	blocks	block	NOUN
ajird-55	263	10	of	of	ADP
ajird-55	263	11	text	text	NOUN
ajird-55	263	12	,	,	PUNCT
ajird-55	263	13	for	for	ADP
ajird-55	263	14	example	example	NOUN
ajird-55	263	15	to	to	PART
ajird-55	263	16	compare	compare	VERB
ajird-55	263	17	the	the	DET
ajird-55	263	18	meaning	meaning	NOUN
ajird-55	263	19	of	of	ADP
ajird-55	263	20	sentences	sentence	NOUN
ajird-55	263	21	,	,	PUNCT
ajird-55	263	22	paragraphs	paragraph	NOUN
ajird-55	263	23	or	or	CCONJ
ajird-55	263	24	entire	entire	ADJ
ajird-55	263	25	documents	document	NOUN
ajird-55	263	26	.	.	PUNCT
ajird-55	264	1	figure	figure	VERB
ajird-55	264	2	3.3	3.3	NUM
ajird-55	264	3	shows	show	VERB
ajird-55	264	4	the	the	DET
ajird-55	264	5	lsa	lsa	PROPN
ajird-55	264	6	process[27	process[27	NOUN
ajird-55	264	7	]	]	PUNCT
ajird-55	264	8	.	.	PUNCT
ajird-55	265	1	partial	partial	ADJ
ajird-55	265	2	least	least	ADJ
ajird-55	265	3	squares	square	NOUN
ajird-55	265	4	(	(	PUNCT
ajird-55	265	5	pls	pls	INTJ
ajird-55	265	6	)	)	PUNCT
ajird-55	265	7	pls	pls	PROPN
ajird-55	265	8	was	be	AUX
ajird-55	265	9	originally	originally	ADV
ajird-55	265	10	developed	develop	VERB
ajird-55	265	11	using	use	VERB
ajird-55	265	12	ultrasonic	ultrasonic	ADJ
ajird-55	265	13	technology	technology	NOUN
ajird-55	265	14	in	in	ADP
ajird-55	265	15	the	the	DET
ajird-55	265	16	1960s	1960	NOUN
ajird-55	265	17	and	and	CCONJ
ajird-55	265	18	is	be	AUX
ajird-55	265	19	now	now	ADV
ajird-55	265	20	used	use	VERB
ajird-55	265	21	in	in	ADP
ajird-55	265	22	many	many	ADJ
ajird-55	265	23	chemical	chemical	ADJ
ajird-55	265	24	measuring	measure	VERB
ajird-55	265	25	instruments	instrument	NOUN
ajird-55	265	26	.	.	PUNCT
ajird-55	266	1	there	there	PRON
ajird-55	266	2	are	be	VERB
ajird-55	266	3	actually	actually	ADV
ajird-55	266	4	two	two	NUM
ajird-55	266	5	versions	version	NOUN
ajird-55	266	6	of	of	ADP
ajird-55	266	7	the	the	DET
ajird-55	266	8	pls	pls	NOUN
ajird-55	266	9	algorithm	algorithm	NOUN
ajird-55	266	10	(	(	PUNCT
ajird-55	266	11	pls-1	pls-1	NUM
ajird-55	266	12	and	and	CCONJ
ajird-55	266	13	pls-2	pls-2	NOUN
ajird-55	266	14	)	)	PUNCT
ajird-55	266	15	.	.	PUNCT
ajird-55	267	1	this	this	PRON
ajird-55	267	2	can	can	AUX
ajird-55	267	3	be	be	AUX
ajird-55	267	4	confirmed	confirm	VERB
ajird-55	267	5	under	under	ADP
ajird-55	267	6	experimental	experimental	ADJ
ajird-55	267	7	conditions	condition	NOUN
ajird-55	267	8	by	by	ADP
ajird-55	267	9	simultaneous	simultaneous	ADJ
ajird-55	267	10	regression	regression	NOUN
ajird-55	267	11	of	of	ADP
ajird-55	267	12	the	the	DET
ajird-55	267	13	pls	pls	PROPN
ajird-55	267	14	and	and	CCONJ
ajird-55	267	15	pca	pca	PROPN
ajird-55	267	16	type	type	NOUN
ajird-55	267	17	.	.	PUNCT
ajird-55	268	1	the	the	DET
ajird-55	268	2	advantage	advantage	NOUN
ajird-55	268	3	of	of	ADP
ajird-55	268	4	this	this	DET
ajird-55	268	5	method	method	NOUN
ajird-55	268	6	is	be	AUX
ajird-55	268	7	that	that	SCONJ
ajird-55	268	8	the	the	DET
ajird-55	268	9	experimenter	experimenter	NOUN
ajird-55	268	10	can	can	AUX
ajird-55	268	11	create	create	VERB
ajird-55	268	12	a	a	DET
ajird-55	268	13	new	new	ADJ
ajird-55	268	14	explanatory	explanatory	ADJ
ajird-55	268	15	variable	variable	NOUN
ajird-55	268	16	that	that	PRON
ajird-55	268	17	contains	contain	VERB
ajird-55	268	18	the	the	DET
ajird-55	268	19	same	same	ADJ
ajird-55	268	20	information	information	NOUN
ajird-55	268	21	as	as	ADP
ajird-55	268	22	the	the	DET
ajird-55	268	23	original	original	ADJ
ajird-55	268	24	explanatory	explanatory	ADJ
ajird-55	268	25	variable	variable	NOUN
ajird-55	268	26	.	.	PUNCT
ajird-55	269	1	like	like	INTJ
ajird-55	269	2	polymerase	polymerase	NOUN
ajird-55	269	3	chain	chain	NOUN
ajird-55	269	4	reaction	reaction	NOUN
ajird-55	269	5	(	(	PUNCT
ajird-55	269	6	pcr	pcr	PROPN
ajird-55	269	7	)	)	PUNCT
ajird-55	269	8	,	,	PUNCT
ajird-55	269	9	pls	pls	PROPN
ajird-55	269	10	is	be	AUX
ajird-55	269	11	one	one	NUM
ajird-55	269	12	of	of	ADP
ajird-55	269	13	the	the	DET
ajird-55	269	14	most	most	ADV
ajird-55	269	15	widely	widely	ADV
ajird-55	269	16	used	use	VERB
ajird-55	269	17	spectroscopic	spectroscopic	ADJ
ajird-55	269	18	methods	method	NOUN
ajird-55	269	19	for	for	ADP
ajird-55	269	20	multivariate	multivariate	NOUN
ajird-55	269	21	synthesis	synthesis	NOUN
ajird-55	269	22	.	.	PUNCT
ajird-55	270	1	american	american	ADJ
ajird-55	270	2	journal	journal	PROPN
ajird-55	270	3	of	of	ADP
ajird-55	270	4	interdisciplinary	interdisciplinary	ADJ
ajird-55	270	5	research	research	NOUN
ajird-55	270	6	and	and	CCONJ
ajird-55	270	7	development	development	NOUN
ajird-55	270	8	issn	issn	PROPN
ajird-55	270	9	online	online	NOUN
ajird-55	270	10	:	:	PUNCT
ajird-55	270	11	2771	2771	NUM
ajird-55	270	12	-	-	SYM
ajird-55	270	13	8948	8948	NUM
ajird-55	270	14	website	website	NOUN
ajird-55	270	15	:	:	PUNCT
ajird-55	270	16	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-55	270	17	volume	volume	NOUN
ajird-55	270	18	04	04	NUM
ajird-55	270	19	,	,	PUNCT
ajird-55	270	20	may	may	AUX
ajird-55	270	21	,	,	PUNCT
ajird-55	270	22	2022	2022	NUM
ajird-55	270	23	92	92	NUM
ajird-55	271	1	|	|	ADV
ajird-55	271	2	p	p	NOUN
ajird-55	271	3	a	a	DET
ajird-55	271	4	g	g	NOUN
ajird-55	271	5	e	e	NOUN
ajird-55	271	6	however	however	ADV
ajird-55	271	7	,	,	PUNCT
ajird-55	271	8	this	this	PRON
ajird-55	271	9	is	be	AUX
ajird-55	271	10	a	a	DET
ajird-55	271	11	stepwise	stepwise	ADJ
ajird-55	271	12	process	process	NOUN
ajird-55	271	13	if	if	SCONJ
ajird-55	271	14	there	there	PRON
ajird-55	271	15	is	be	VERB
ajird-55	271	16	no	no	DET
ajird-55	271	17	pls	pls	NOUN
ajird-55	271	18	regression	regression	NOUN
ajird-55	271	19	step	step	NOUN
ajird-55	271	20	.	.	PUNCT
ajird-55	272	1	instead	instead	ADV
ajird-55	272	2	,	,	PUNCT
ajird-55	272	3	pls	pls	INTJ
ajird-55	272	4	analyzes	analyze	VERB
ajird-55	272	5	the	the	DET
ajird-55	272	6	spectral	spectral	ADJ
ajird-55	272	7	data	datum	NOUN
ajird-55	272	8	and	and	CCONJ
ajird-55	272	9	focuses	focus	VERB
ajird-55	272	10	on	on	ADP
ajird-55	272	11	the	the	DET
ajird-55	272	12	data	datum	NOUN
ajird-55	272	13	at	at	ADP
ajird-55	272	14	the	the	DET
ajird-55	272	15	same	same	ADJ
ajird-55	272	16	time	time	NOUN
ajird-55	272	17	.	.	PUNCT
ajird-55	273	1	for	for	ADP
ajird-55	273	2	example	example	NOUN
ajird-55	273	3	,	,	PUNCT
ajird-55	273	4	to	to	PART
ajird-55	273	5	determine	determine	VERB
ajird-55	273	6	pc	pc	NOUN
ajird-55	273	7	parameters	parameter	NOUN
ajird-55	273	8	,	,	PUNCT
ajird-55	273	9	only	only	ADV
ajird-55	273	10	spectra	spectra	NOUN
ajird-55	273	11	are	be	AUX
ajird-55	273	12	taken	take	VERB
ajird-55	273	13	into	into	ADP
ajird-55	273	14	account	account	NOUN
ajird-55	273	15	in	in	ADP
ajird-55	273	16	the	the	DET
ajird-55	273	17	original	original	ADJ
ajird-55	273	18	pcr	pcr	ADJ
ajird-55	273	19	analysis	analysis	NOUN
ajird-55	273	20	.	.	PUNCT
ajird-55	274	1	when	when	SCONJ
ajird-55	274	2	using	use	VERB
ajird-55	274	3	pls	pls	PRON
ajird-55	274	4	,	,	PUNCT
ajird-55	274	5	analyte	analyte	NOUN
ajird-55	274	6	concentrations	concentration	NOUN
ajird-55	274	7	are	be	AUX
ajird-55	274	8	also	also	ADV
ajird-55	274	9	included	include	VERB
ajird-55	274	10	in	in	ADP
ajird-55	274	11	calibration	calibration	NOUN
ajird-55	274	12	samples	sample	NOUN
ajird-55	274	13	.	.	PUNCT
ajird-55	275	1	the	the	DET
ajird-55	275	2	factors	factor	NOUN
ajird-55	275	3	are	be	AUX
ajird-55	275	4	presented	present	VERB
ajird-55	275	5	in	in	ADP
ajird-55	275	6	such	such	DET
ajird-55	275	7	a	a	DET
ajird-55	275	8	way	way	NOUN
ajird-55	275	9	that	that	PRON
ajird-55	275	10	it	it	PRON
ajird-55	275	11	is	be	AUX
ajird-55	275	12	possible	possible	ADJ
ajird-55	275	13	to	to	PART
ajird-55	275	14	better	well	ADV
ajird-55	275	15	clarify	clarify	VERB
ajird-55	275	16	the	the	DET
ajird-55	275	17	evolution	evolution	NOUN
ajird-55	275	18	of	of	ADP
ajird-55	275	19	the	the	DET
ajird-55	275	20	contained	contain	VERB
ajird-55	275	21	substances	substance	NOUN
ajird-55	275	22	with	with	ADP
ajird-55	275	23	the	the	DET
ajird-55	275	24	help	help	NOUN
ajird-55	275	25	of	of	ADP
ajird-55	275	26	the	the	DET
ajird-55	275	27	pc	pc	NOUN
ajird-55	275	28	,	,	PUNCT
ajird-55	275	29	which	which	PRON
ajird-55	275	30	must	must	AUX
ajird-55	275	31	be	be	AUX
ajird-55	275	32	determined	determine	VERB
ajird-55	275	33	[	[	X
ajird-55	275	34	29	29	NUM
ajird-55	275	35	]	]	PUNCT
ajird-55	275	36	.	.	PUNCT
ajird-55	276	1	principal	principal	ADJ
ajird-55	276	2	component	component	NOUN
ajird-55	276	3	analysis	analysis	NOUN
ajird-55	276	4	(	(	PUNCT
ajird-55	276	5	pca	pca	NOUN
ajird-55	276	6	)	)	PUNCT
ajird-55	276	7	it	it	PRON
ajird-55	276	8	is	be	AUX
ajird-55	276	9	in	in	ADP
ajird-55	276	10	hotelling	hotelle	VERB
ajird-55	276	11	(	(	PUNCT
ajird-55	276	12	1933	1933	NUM
ajird-55	276	13	)	)	PUNCT
ajird-55	276	14	that	that	PRON
ajird-55	276	15	was	be	AUX
ajird-55	276	16	published	publish	VERB
ajird-55	276	17	in	in	ADP
ajird-55	276	18	pca	pca	NOUN
ajird-55	276	19	psychology	psychology	NOUN
ajird-55	276	20	of	of	ADP
ajird-55	276	21	education	education	NOUN
ajird-55	276	22	as	as	SCONJ
ajird-55	276	23	we	we	PRON
ajird-55	276	24	know	know	VERB
ajird-55	276	25	it	it	PRON
ajird-55	276	26	today	today	NOUN
ajird-55	276	27	.	.	PUNCT
ajird-55	277	1	placement	placement	NOUN
ajird-55	277	2	shows	show	NOUN
ajird-55	277	3	intended	intend	VERB
ajird-55	277	4	use	use	NOUN
ajird-55	277	5	with	with	ADP
ajird-55	277	6	factor	factor	NOUN
ajird-55	277	7	analysis	analysis	NOUN
ajird-55	277	8	over	over	ADP
ajird-55	277	9	the	the	DET
ajird-55	277	10	years	year	NOUN
ajird-55	277	11	.	.	PUNCT
ajird-55	278	1	it	it	PRON
ajird-55	278	2	has	have	AUX
ajird-55	278	3	since	since	ADV
ajird-55	278	4	been	be	AUX
ajird-55	278	5	used	use	VERB
ajird-55	278	6	in	in	ADP
ajird-55	278	7	many	many	ADJ
ajird-55	278	8	other	other	ADJ
ajird-55	278	9	fields	field	NOUN
ajird-55	278	10	,	,	PUNCT
ajird-55	278	11	including	include	VERB
ajird-55	278	12	life	life	NOUN
ajird-55	278	13	sciences	science	NOUN
ajird-55	278	14	,	,	PUNCT
ajird-55	278	15	natural	natural	ADJ
ajird-55	278	16	sciences	science	NOUN
ajird-55	278	17	,	,	PUNCT
ajird-55	278	18	and	and	CCONJ
ajird-55	278	19	engineering	engineering	NOUN
ajird-55	278	20	.	.	PUNCT
ajird-55	279	1	the	the	DET
ajird-55	279	2	main	main	ADJ
ajird-55	279	3	goal	goal	NOUN
ajird-55	279	4	is	be	AUX
ajird-55	279	5	to	to	PART
ajird-55	279	6	reduce	reduce	VERB
ajird-55	279	7	the	the	DET
ajird-55	279	8	size	size	NOUN
ajird-55	279	9	of	of	ADP
ajird-55	279	10	a	a	DET
ajird-55	279	11	multidimensional	multidimensional	ADJ
ajird-55	279	12	data	datum	NOUN
ajird-55	279	13	set	set	VERB
ajird-55	279	14	and	and	CCONJ
ajird-55	279	15	clarify	clarify	VERB
ajird-55	279	16	its	its	PRON
ajird-55	279	17	interpretation	interpretation	NOUN
ajird-55	279	18	by	by	ADP
ajird-55	279	19	identifying	identify	VERB
ajird-55	279	20	fewer	few	ADJ
ajird-55	279	21	variables	variable	NOUN
ajird-55	279	22	than	than	ADP
ajird-55	279	23	summarizing	summarize	VERB
ajird-55	279	24	a	a	DET
ajird-55	279	25	larger	large	ADJ
ajird-55	279	26	data	datum	NOUN
ajird-55	279	27	set	set	VERB
ajird-55	279	28	in	in	ADP
ajird-55	279	29	some	some	DET
ajird-55	279	30	form	form	NOUN
ajird-55	279	31	[	[	X
ajird-55	279	32	31	31	NUM
ajird-55	279	33	]	]	PUNCT
ajird-55	279	34	.	.	PUNCT
ajird-55	280	1	the	the	DET
ajird-55	280	2	starting	starting	NOUN
ajird-55	280	3	point	point	NOUN
ajird-55	280	4	for	for	ADP
ajird-55	280	5	pca	pca	PROPN
ajird-55	280	6	is	be	AUX
ajird-55	280	7	the	the	DET
ajird-55	280	8	matrix	matrix	NOUN
ajird-55	280	9	of	of	ADP
ajird-55	280	10	correlation	correlation	NOUN
ajird-55	280	11	coefficients	coefficient	NOUN
ajird-55	280	12	obtained	obtain	VERB
ajird-55	280	13	from	from	ADP
ajird-55	280	14	the	the	DET
ajird-55	280	15	original	original	ADJ
ajird-55	280	16	dataset	dataset	NOUN
ajird-55	280	17	.	.	PUNCT
ajird-55	281	1	in	in	ADP
ajird-55	281	2	fact	fact	NOUN
ajird-55	281	3	,	,	PUNCT
ajird-55	281	4	the	the	DET
ajird-55	281	5	justification	justification	NOUN
ajird-55	281	6	of	of	ADP
ajird-55	281	7	this	this	DET
ajird-55	281	8	method	method	NOUN
ajird-55	281	9	requires	require	VERB
ajird-55	281	10	an	an	DET
ajird-55	281	11	estimation	estimation	NOUN
ajird-55	281	12	of	of	ADP
ajird-55	281	13	the	the	DET
ajird-55	281	14	correlation	correlation	NOUN
ajird-55	281	15	of	of	ADP
ajird-55	281	16	the	the	DET
ajird-55	281	17	measured	measure	VERB
ajird-55	281	18	variables	variable	NOUN
ajird-55	281	19	on	on	ADP
ajird-55	281	20	a	a	DET
ajird-55	281	21	continuous	continuous	ADJ
ajird-55	281	22	scale	scale	NOUN
ajird-55	281	23	.	.	PUNCT
ajird-55	282	1	in	in	ADP
ajird-55	282	2	fact	fact	NOUN
ajird-55	282	3	,	,	PUNCT
ajird-55	282	4	for	for	ADP
ajird-55	282	5	example	example	NOUN
ajird-55	282	6	,	,	PUNCT
ajird-55	282	7	this	this	DET
ajird-55	282	8	variable	variable	NOUN
ajird-55	282	9	can	can	AUX
ajird-55	282	10	be	be	AUX
ajird-55	282	11	completely	completely	ADV
ajird-55	282	12	continuous	continuous	ADJ
ajird-55	282	13	.	.	PUNCT
ajird-55	283	1	they	they	PRON
ajird-55	283	2	are	be	AUX
ajird-55	283	3	separate	separate	ADJ
ajird-55	283	4	,	,	PUNCT
ajird-55	283	5	for	for	ADP
ajird-55	283	6	example	example	NOUN
ajird-55	283	7	height	height	NOUN
ajird-55	283	8	,	,	PUNCT
ajird-55	283	9	weight	weight	NOUN
ajird-55	283	10	,	,	PUNCT
ajird-55	283	11	or	or	CCONJ
ajird-55	283	12	possibly	possibly	ADV
ajird-55	283	13	as	as	ADP
ajird-55	283	14	arithmetic	arithmetic	ADJ
ajird-55	283	15	variables	variable	NOUN
ajird-55	283	16	.	.	PUNCT
ajird-55	284	1	it	it	PRON
ajird-55	284	2	is	be	AUX
ajird-55	284	3	also	also	ADV
ajird-55	284	4	handled	handle	VERB
ajird-55	284	5	well	well	ADV
ajird-55	284	6	and	and	CCONJ
ajird-55	284	7	can	can	AUX
ajird-55	284	8	be	be	AUX
ajird-55	284	9	called	call	VERB
ajird-55	284	10	meters	meter	NOUN
ajird-55	284	11	(	(	PUNCT
ajird-55	284	12	i.e.	i.e.	X
ajird-55	284	13	major	major	ADJ
ajird-55	284	14	majors	major	NOUN
ajird-55	284	15	)	)	PUNCT
ajird-55	284	16	.	.	PUNCT
ajird-55	285	1	this	this	DET
ajird-55	285	2	method	method	NOUN
ajird-55	285	3	can	can	AUX
ajird-55	285	4	be	be	AUX
ajird-55	285	5	used	use	VERB
ajird-55	285	6	in	in	ADP
ajird-55	285	7	cases	case	NOUN
ajird-55	285	8	where	where	SCONJ
ajird-55	285	9	the	the	DET
ajird-55	285	10	correlation	correlation	NOUN
ajird-55	285	11	coefficient	coefficient	NOUN
ajird-55	285	12	is	be	AUX
ajird-55	285	13	not	not	PART
ajird-55	285	14	calculated	calculate	VERB
ajird-55	285	15	using	use	VERB
ajird-55	285	16	a	a	DET
ajird-55	285	17	scale	scale	NOUN
ajird-55	285	18	variable	variable	NOUN
ajird-55	285	19	.	.	PUNCT
ajird-55	286	1	this	this	DET
ajird-55	286	2	analysis	analysis	NOUN
ajird-55	286	3	is	be	AUX
ajird-55	286	4	not	not	PART
ajird-55	286	5	permitted	permit	VERB
ajird-55	286	6	,	,	PUNCT
ajird-55	286	7	but	but	CCONJ
ajird-55	286	8	it	it	PRON
ajird-55	286	9	can	can	AUX
ajird-55	286	10	give	give	VERB
ajird-55	286	11	you	you	PRON
ajird-55	286	12	a	a	DET
ajird-55	286	13	rough	rough	ADJ
ajird-55	286	14	idea	idea	NOUN
ajird-55	286	15	of	of	ADP
ajird-55	286	16	the	the	DET
ajird-55	286	17	structure	structure	NOUN
ajird-55	286	18	of	of	ADP
ajird-55	286	19	your	your	PRON
ajird-55	286	20	data	datum	NOUN
ajird-55	286	21	.	.	PUNCT
ajird-55	287	1	auto	auto	NOUN
ajird-55	287	2	-	-	PUNCT
ajird-55	287	3	encoders	encoder	NOUN
ajird-55	287	4	auto	auto	NOUN
ajird-55	287	5	-	-	PUNCT
ajird-55	287	6	encoders	encoder	NOUN
ajird-55	287	7	are	be	AUX
ajird-55	287	8	an	an	DET
ajird-55	287	9	uncontrolled	uncontrolled	ADJ
ajird-55	287	10	learning	learning	NOUN
ajird-55	287	11	technique	technique	NOUN
ajird-55	287	12	in	in	ADP
ajird-55	287	13	which	which	PRON
ajird-55	287	14	we	we	PRON
ajird-55	287	15	use	use	VERB
ajird-55	287	16	neural	neural	ADJ
ajird-55	287	17	networks	network	NOUN
ajird-55	287	18	to	to	PART
ajird-55	287	19	teach	teach	VERB
ajird-55	287	20	representation	representation	NOUN
ajird-55	287	21	.	.	PUNCT
ajird-55	288	1	in	in	ADP
ajird-55	288	2	particular	particular	ADJ
ajird-55	288	3	,	,	PUNCT
ajird-55	288	4	we	we	PRON
ajird-55	288	5	will	will	AUX
ajird-55	288	6	design	design	VERB
ajird-55	288	7	the	the	DET
ajird-55	288	8	architecture	architecture	NOUN
ajird-55	288	9	of	of	ADP
ajird-55	288	10	a	a	DET
ajird-55	288	11	neural	neural	ADJ
ajird-55	288	12	network	network	NOUN
ajird-55	288	13	to	to	PART
ajird-55	288	14	create	create	VERB
ajird-55	288	15	a	a	DET
ajird-55	288	16	network	network	NOUN
ajird-55	288	17	bottleneck	bottleneck	NOUN
ajird-55	288	18	that	that	PRON
ajird-55	288	19	will	will	AUX
ajird-55	288	20	lead	lead	VERB
ajird-55	288	21	to	to	ADP
ajird-55	288	22	a	a	DET
ajird-55	288	23	concise	concise	ADJ
ajird-55	288	24	presentation	presentation	NOUN
ajird-55	288	25	of	of	ADP
ajird-55	288	26	knowledge	knowledge	NOUN
ajird-55	288	27	on	on	ADP
ajird-55	288	28	the	the	DET
ajird-55	288	29	source	source	NOUN
ajird-55	288	30	data	datum	NOUN
ajird-55	288	31	.	.	PUNCT
ajird-55	289	1	if	if	SCONJ
ajird-55	289	2	the	the	DET
ajird-55	289	3	input	input	NOUN
ajird-55	289	4	properties	property	NOUN
ajird-55	289	5	were	be	AUX
ajird-55	289	6	independent	independent	ADJ
ajird-55	289	7	of	of	ADP
ajird-55	289	8	each	each	DET
ajird-55	289	9	other	other	ADJ
ajird-55	289	10	,	,	PUNCT
ajird-55	289	11	this	this	DET
ajird-55	289	12	compression	compression	NOUN
ajird-55	289	13	and	and	CCONJ
ajird-55	289	14	subsequent	subsequent	ADJ
ajird-55	289	15	retrieval	retrieval	NOUN
ajird-55	289	16	would	would	AUX
ajird-55	289	17	be	be	AUX
ajird-55	289	18	a	a	DET
ajird-55	289	19	very	very	ADV
ajird-55	289	20	difficult	difficult	ADJ
ajird-55	289	21	task	task	NOUN
ajird-55	289	22	.	.	PUNCT
ajird-55	290	1	however	however	ADV
ajird-55	290	2	,	,	PUNCT
ajird-55	290	3	if	if	SCONJ
ajird-55	290	4	there	there	PRON
ajird-55	290	5	is	be	VERB
ajird-55	290	6	some	some	DET
ajird-55	290	7	kind	kind	NOUN
ajird-55	290	8	of	of	ADP
ajird-55	290	9	structure	structure	NOUN
ajird-55	290	10	in	in	ADP
ajird-55	290	11	the	the	DET
ajird-55	290	12	data	datum	NOUN
ajird-55	290	13	(	(	PUNCT
ajird-55	290	14	i.e.	i.e.	X
ajird-55	290	15	correlations	correlation	NOUN
ajird-55	290	16	between	between	ADP
ajird-55	290	17	the	the	DET
ajird-55	290	18	input	input	NOUN
ajird-55	290	19	properties	property	NOUN
ajird-55	290	20	)	)	PUNCT
ajird-55	290	21	,	,	PUNCT
ajird-55	290	22	this	this	DET
ajird-55	290	23	structure	structure	NOUN
ajird-55	290	24	can	can	AUX
ajird-55	290	25	be	be	AUX
ajird-55	290	26	studied	study	VERB
ajird-55	290	27	and	and	CCONJ
ajird-55	290	28	then	then	ADV
ajird-55	290	29	used	use	VERB
ajird-55	290	30	to	to	PART
ajird-55	290	31	force	force	VERB
ajird-55	290	32	the	the	DET
ajird-55	290	33	entry	entry	NOUN
ajird-55	290	34	through	through	ADP
ajird-55	290	35	a	a	DET
ajird-55	290	36	bottleneck	bottleneck	NOUN
ajird-55	290	37	.	.	PUNCT
ajird-55	291	1	network	network	NOUN
ajird-55	291	2	restriction	restriction	NOUN
ajird-55	291	3	[	[	X
ajird-55	291	4	33,34	33,34	NOUN
ajird-55	291	5	]	]	PUNCT
ajird-55	291	6	.	.	PUNCT
ajird-55	292	1	classification	classification	NOUN
ajird-55	292	2	techniques	technique	NOUN
ajird-55	292	3	classification	classification	NOUN
ajird-55	292	4	is	be	AUX
ajird-55	292	5	a	a	DET
ajird-55	292	6	central	central	ADJ
ajird-55	292	7	topic	topic	NOUN
ajird-55	292	8	of	of	ADP
ajird-55	292	9	machine	machine	NOUN
ajird-55	292	10	learning	learning	NOUN
ajird-55	292	11	that	that	PRON
ajird-55	292	12	relates	relate	VERB
ajird-55	292	13	to	to	ADP
ajird-55	292	14	machine	machine	NOUN
ajird-55	292	15	learning	learn	VERB
ajird-55	292	16	to	to	ADP
ajird-55	292	17	group	group	NOUN
ajird-55	292	18	data	datum	NOUN
ajird-55	292	19	according	accord	VERB
ajird-55	292	20	to	to	ADP
ajird-55	292	21	specific	specific	ADJ
ajird-55	292	22	criteria	criterion	NOUN
ajird-55	292	23	.	.	PUNCT
ajird-55	293	1	classification	classification	NOUN
ajird-55	293	2	is	be	AUX
ajird-55	293	3	the	the	DET
ajird-55	293	4	process	process	NOUN
ajird-55	293	5	by	by	ADP
ajird-55	293	6	which	which	PRON
ajird-55	293	7	computers	computer	NOUN
ajird-55	293	8	group	group	NOUN
ajird-55	293	9	data	datum	NOUN
ajird-55	293	10	based	base	VERB
ajird-55	293	11	on	on	ADP
ajird-55	293	12	specified	specified	ADJ
ajird-55	293	13	characteristics	characteristic	NOUN
ajird-55	293	14	.	.	PUNCT
ajird-55	294	1	this	this	PRON
ajird-55	294	2	is	be	AUX
ajird-55	294	3	called	call	VERB
ajird-55	294	4	supervised	supervised	ADJ
ajird-55	294	5	learning	learning	NOUN
ajird-55	294	6	.	.	PUNCT
ajird-55	295	1	there	there	PRON
ajird-55	295	2	is	be	VERB
ajird-55	295	3	an	an	DET
ajird-55	295	4	automatic	automatic	ADJ
ajird-55	295	5	version	version	NOUN
ajird-55	295	6	of	of	ADP
ajird-55	295	7	the	the	DET
ajird-55	295	8	classification	classification	NOUN
ajird-55	295	9	called	call	VERB
ajird-55	295	10	grouping	grouping	NOUN
ajird-55	295	11	,	,	PUNCT
ajird-55	295	12	which	which	PRON
ajird-55	295	13	has	have	VERB
ajird-55	295	14	american	american	ADJ
ajird-55	295	15	journal	journal	PROPN
ajird-55	295	16	of	of	ADP
ajird-55	295	17	interdisciplinary	interdisciplinary	ADJ
ajird-55	295	18	research	research	NOUN
ajird-55	295	19	and	and	CCONJ
ajird-55	295	20	development	development	NOUN
ajird-55	295	21	issn	issn	PROPN
ajird-55	295	22	online	online	NOUN
ajird-55	295	23	:	:	PUNCT
ajird-55	295	24	2771	2771	NUM
ajird-55	295	25	-	-	SYM
ajird-55	295	26	8948	8948	NUM
ajird-55	295	27	website	website	NOUN
ajird-55	295	28	:	:	PUNCT
ajird-55	295	29	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-55	295	30	volume	volume	NOUN
ajird-55	295	31	04	04	NUM
ajird-55	295	32	,	,	PUNCT
ajird-55	295	33	may	may	AUX
ajird-55	295	34	,	,	PUNCT
ajird-55	295	35	2022	2022	NUM
ajird-55	295	36	93	93	NUM
ajird-55	296	1	|	|	ADV
ajird-55	296	2	p	p	ADP
ajird-55	296	3	a	a	DET
ajird-55	296	4	g	g	NOUN
ajird-55	296	5	e	e	NOUN
ajird-55	296	6	common	common	ADJ
ajird-55	296	7	functions	function	NOUN
ajird-55	296	8	on	on	ADP
ajird-55	296	9	computers	computer	NOUN
ajird-55	296	10	that	that	PRON
ajird-55	296	11	allow	allow	VERB
ajird-55	296	12	you	you	PRON
ajird-55	296	13	to	to	ADP
ajird-55	296	14	group	group	NOUN
ajird-55	296	15	data	datum	NOUN
ajird-55	296	16	when	when	SCONJ
ajird-55	296	17	categories	category	NOUN
ajird-55	296	18	are	be	AUX
ajird-55	296	19	not	not	PART
ajird-55	296	20	specified	specify	VERB
ajird-55	296	21	.	.	PUNCT
ajird-55	297	1	a	a	DET
ajird-55	297	2	typical	typical	ADJ
ajird-55	297	3	classification	classification	NOUN
ajird-55	297	4	example	example	NOUN
ajird-55	297	5	is	be	AUX
ajird-55	297	6	spam	spam	NOUN
ajird-55	297	7	detection	detection	NOUN
ajird-55	297	8	.	.	PUNCT
ajird-55	298	1	to	to	PART
ajird-55	298	2	write	write	VERB
ajird-55	298	3	a	a	DET
ajird-55	298	4	spam	spam	NOUN
ajird-55	298	5	filtering	filter	VERB
ajird-55	298	6	program	program	NOUN
ajird-55	298	7	,	,	PUNCT
ajird-55	298	8	a	a	DET
ajird-55	298	9	programmer	programmer	NOUN
ajird-55	298	10	can	can	AUX
ajird-55	298	11	train	train	VERB
ajird-55	298	12	a	a	DET
ajird-55	298	13	machine	machine	NOUN
ajird-55	298	14	learning	learn	VERB
ajird-55	298	15	algorithm	algorithm	NOUN
ajird-55	298	16	using	use	VERB
ajird-55	298	17	a	a	DET
ajird-55	298	18	series	series	NOUN
ajird-55	298	19	of	of	ADP
ajird-55	298	20	emails	email	NOUN
ajird-55	298	21	that	that	PRON
ajird-55	298	22	resemble	resemble	VERB
ajird-55	298	23	spam	spam	NOUN
ajird-55	298	24	emails	email	NOUN
ajird-55	298	25	marked	mark	VERB
ajird-55	298	26	as	as	ADP
ajird-55	298	27	spam	spam	NOUN
ajird-55	298	28	.	.	PUNCT
ajird-55	299	1	the	the	DET
ajird-55	299	2	idea	idea	NOUN
ajird-55	299	3	is	be	AUX
ajird-55	299	4	to	to	PART
ajird-55	299	5	create	create	VERB
ajird-55	299	6	an	an	DET
ajird-55	299	7	algorithm	algorithm	NOUN
ajird-55	299	8	that	that	PRON
ajird-55	299	9	can	can	AUX
ajird-55	299	10	learn	learn	VERB
ajird-55	299	11	the	the	DET
ajird-55	299	12	properties	property	NOUN
ajird-55	299	13	of	of	ADP
ajird-55	299	14	spam	spam	NOUN
ajird-55	299	15	from	from	ADP
ajird-55	299	16	this	this	DET
ajird-55	299	17	tutorial	tutorial	NOUN
ajird-55	299	18	so	so	SCONJ
ajird-55	299	19	that	that	SCONJ
ajird-55	299	20	you	you	PRON
ajird-55	299	21	can	can	AUX
ajird-55	299	22	filter	filter	VERB
ajird-55	299	23	spam	spam	NOUN
ajird-55	299	24	when	when	SCONJ
ajird-55	299	25	new	new	ADJ
ajird-55	299	26	messages	message	NOUN
ajird-55	299	27	arrive	arrive	VERB
ajird-55	299	28	.	.	PUNCT
ajird-55	300	1	in	in	ADP
ajird-55	300	2	this	this	DET
ajird-55	300	3	section	section	NOUN
ajird-55	300	4	several	several	ADJ
ajird-55	300	5	classification	classification	NOUN
ajird-55	300	6	techniques	technique	NOUN
ajird-55	300	7	presented	present	VERB
ajird-55	300	8	:	:	PUNCT
ajird-55	300	9	deep	deep	ADJ
ajird-55	300	10	neural	neural	ADJ
ajird-55	300	11	network	network	NOUN
ajird-55	300	12	(	(	PUNCT
ajird-55	300	13	dnn	dnn	PROPN
ajird-55	300	14	)	)	PUNCT
ajird-55	300	15	a	a	DET
ajird-55	300	16	multi	multi	ADJ
ajird-55	300	17	-	-	ADJ
ajird-55	300	18	layer	layer	ADJ
ajird-55	300	19	perceptron	perceptron	NOUN
ajird-55	300	20	with	with	ADP
ajird-55	300	21	growing	grow	VERB
ajird-55	300	22	quantity	quantity	NOUN
ajird-55	300	23	of	of	ADP
ajird-55	300	24	layers	layer	NOUN
ajird-55	300	25	is	be	AUX
ajird-55	300	26	referred	refer	VERB
ajird-55	300	27	to	to	ADP
ajird-55	300	28	as	as	SCONJ
ajird-55	300	29	a	a	DET
ajird-55	300	30	deep	deep	ADJ
ajird-55	300	31	neural	neural	ADJ
ajird-55	300	32	network	network	NOUN
ajird-55	300	33	with	with	ADP
ajird-55	300	34	the	the	DET
ajird-55	300	35	time	time	NOUN
ajird-55	300	36	-	-	PUNCT
ajird-55	300	37	honored	honor	VERB
ajird-55	300	38	subject	subject	NOUN
ajird-55	300	39	being	be	AUX
ajird-55	300	40	referred	refer	VERB
ajird-55	300	41	to	to	ADP
ajird-55	300	42	as	as	ADP
ajird-55	300	43	deep	deep	ADJ
ajird-55	300	44	learning	learning	NOUN
ajird-55	300	45	(	(	PUNCT
ajird-55	300	46	dl	dl	PROPN
ajird-55	300	47	)	)	PUNCT
ajird-55	300	48	which	which	PRON
ajird-55	300	49	has	have	VERB
ajird-55	300	50	a	a	DET
ajird-55	300	51	focus	focus	NOUN
ajird-55	300	52	on	on	ADP
ajird-55	300	53	the	the	DET
ajird-55	300	54	lookup	lookup	NOUN
ajird-55	300	55	of	of	ADP
ajird-55	300	56	excessive	excessive	ADJ
ajird-55	300	57	“	"	PUNCT
ajird-55	300	58	depth	depth	NOUN
ajird-55	300	59	”	"	PUNCT
ajird-55	300	60	hierarchical	hierarchical	ADJ
ajird-55	300	61	illustration	illustration	NOUN
ajird-55	300	62	getting	get	VERB
ajird-55	300	63	to	to	PART
ajird-55	300	64	know	know	VERB
ajird-55	300	65	systems	system	NOUN
ajird-55	300	66	.	.	PUNCT
ajird-55	301	1	this	this	DET
ajird-55	301	2	cross	cross	NOUN
ajird-55	301	3	into	into	ADP
ajird-55	301	4	deep	deep	ADJ
ajird-55	301	5	fashions	fashion	NOUN
ajird-55	301	6	used	use	VERB
ajird-55	301	7	to	to	PART
ajird-55	301	8	be	be	AUX
ajird-55	301	9	pushed	push	VERB
ajird-55	301	10	by	by	ADP
ajird-55	301	11	using	use	VERB
ajird-55	301	12	the	the	DET
ajird-55	301	13	trouble	trouble	NOUN
ajird-55	301	14	regular	regular	ADJ
ajird-55	301	15	computing	computing	NOUN
ajird-55	301	16	device	device	NOUN
ajird-55	301	17	learning	learning	NOUN
ajird-55	301	18	(	(	PUNCT
ajird-55	301	19	ml	ml	NOUN
ajird-55	301	20	)	)	PUNCT
ajird-55	301	21	techniques	technique	NOUN
ajird-55	301	22	confronted	confront	VERB
ajird-55	301	23	which	which	PRON
ajird-55	301	24	required	require	VERB
ajird-55	301	25	deliberate	deliberate	ADJ
ajird-55	301	26	statistics	statistic	NOUN
ajird-55	301	27	manipulations	manipulation	NOUN
ajird-55	301	28	and	and	CCONJ
ajird-55	301	29	preprocessing	preprocesse	VERB
ajird-55	301	30	to	to	PART
ajird-55	301	31	attain	attain	VERB
ajird-55	301	32	applicable	applicable	ADJ
ajird-55	301	33	facets	facet	NOUN
ajird-55	301	34	to	to	PART
ajird-55	301	35	be	be	AUX
ajird-55	301	36	supplied	supply	VERB
ajird-55	301	37	as	as	ADP
ajird-55	301	38	an	an	DET
ajird-55	301	39	enter	enter	NOUN
ajird-55	301	40	to	to	ADP
ajird-55	301	41	“	"	PUNCT
ajird-55	301	42	shallow	shallow	ADJ
ajird-55	301	43	”	"	PUNCT
ajird-55	301	44	fashions	fashion	NOUN
ajird-55	301	45	and	and	CCONJ
ajird-55	301	46	gain	gain	VERB
ajird-55	301	47	good	good	ADJ
ajird-55	301	48	practical	practical	ADJ
ajird-55	301	49	performance	performance	NOUN
ajird-55	301	50	,	,	PUNCT
ajird-55	301	51	that	that	PRON
ajird-55	301	52	resulted	result	VERB
ajird-55	301	53	in	in	ADP
ajird-55	301	54	a	a	DET
ajird-55	301	55	requirement	requirement	NOUN
ajird-55	301	56	of	of	ADP
ajird-55	301	57	analyzing	analyze	VERB
ajird-55	301	58	statistics	statistic	NOUN
ajird-55	301	59	with	with	ADP
ajird-55	301	60	a	a	DET
ajird-55	301	61	extraordinary	extraordinary	ADJ
ajird-55	301	62	deal	deal	NOUN
ajird-55	301	63	of	of	ADP
ajird-55	301	64	area	area	NOUN
ajird-55	301	65	information	information	NOUN
ajird-55	301	66	in	in	ADP
ajird-55	301	67	order	order	NOUN
ajird-55	301	68	to	to	PART
ajird-55	301	69	extract	extract	VERB
ajird-55	301	70	appropriate	appropriate	ADJ
ajird-55	301	71	enter	enter	VERB
ajird-55	301	72	vector	vector	NOUN
ajird-55	301	73	options	option	NOUN
ajird-55	301	74	and	and	CCONJ
ajird-55	301	75	with	with	SCONJ
ajird-55	301	76	exponential	exponential	ADJ
ajird-55	301	77	increase	increase	NOUN
ajird-55	301	78	in	in	ADP
ajird-55	301	79	records	record	NOUN
ajird-55	301	80	dimension	dimension	VERB
ajird-55	301	81	the	the	DET
ajird-55	301	82	effort	effort	NOUN
ajird-55	301	83	turns	turn	VERB
ajird-55	301	84	into	into	ADP
ajird-55	301	85	exponential	exponential	NOUN
ajird-55	301	86	brought	bring	VERB
ajird-55	301	87	to	to	ADP
ajird-55	301	88	that	that	PRON
ajird-55	301	89	the	the	DET
ajird-55	301	90	range	range	NOUN
ajird-55	301	91	of	of	ADP
ajird-55	301	92	problems	problem	NOUN
ajird-55	301	93	that	that	PRON
ajird-55	301	94	are	be	AUX
ajird-55	301	95	challenging	challenge	VERB
ajird-55	301	96	to	to	PART
ajird-55	301	97	formalize	formalize	VERB
ajird-55	301	98	efficaciously	efficaciously	ADV
ajird-55	301	99	such	such	ADJ
ajird-55	301	100	as	as	ADP
ajird-55	301	101	consciousness	consciousness	NOUN
ajird-55	301	102	of	of	ADP
ajird-55	301	103	spoken	spoken	ADJ
ajird-55	301	104	phrases	phrase	NOUN
ajird-55	301	105	or	or	CCONJ
ajird-55	301	106	recognition	recognition	NOUN
ajird-55	301	107	of	of	ADP
ajird-55	301	108	faces	face	NOUN
ajird-55	301	109	in	in	ADP
ajird-55	301	110	images	image	NOUN
ajird-55	301	111	.	.	PUNCT
ajird-55	302	1	artificial	artificial	ADJ
ajird-55	302	2	neural	neural	ADJ
ajird-55	302	3	networks	network	NOUN
ajird-55	302	4	(	(	PUNCT
ajird-55	302	5	anns	anns	NOUN
ajird-55	302	6	)	)	PUNCT
ajird-55	302	7	inspired	inspire	VERB
ajird-55	302	8	by	by	ADP
ajird-55	302	9	the	the	DET
ajird-55	302	10	processing	processing	NOUN
ajird-55	302	11	of	of	ADP
ajird-55	302	12	information	information	NOUN
ajird-55	302	13	in	in	ADP
ajird-55	302	14	biological	biological	ADJ
ajird-55	302	15	systems	system	NOUN
ajird-55	302	16	and	and	CCONJ
ajird-55	302	17	distributed	distribute	VERB
ajird-55	302	18	communication	communication	NOUN
ajird-55	302	19	nodes	node	NOUN
ajird-55	302	20	.	.	PUNCT
ajird-55	303	1	rna	rna	NOUN
ajird-55	303	2	is	be	AUX
ajird-55	303	3	very	very	ADV
ajird-55	303	4	different	different	ADJ
ajird-55	303	5	from	from	ADP
ajird-55	303	6	a	a	DET
ajird-55	303	7	biological	biological	ADJ
ajird-55	303	8	brain	brain	NOUN
ajird-55	303	9	.	.	PUNCT
ajird-55	304	1	neural	neural	ADJ
ajird-55	304	2	networks	network	NOUN
ajird-55	304	3	are	be	AUX
ajird-55	304	4	usually	usually	ADV
ajird-55	304	5	static	static	ADJ
ajird-55	304	6	and	and	CCONJ
ajird-55	304	7	symbolic	symbolic	ADJ
ajird-55	304	8	,	,	PUNCT
ajird-55	304	9	while	while	SCONJ
ajird-55	304	10	the	the	DET
ajird-55	304	11	biological	biological	ADJ
ajird-55	304	12	brain	brain	NOUN
ajird-55	304	13	of	of	ADP
ajird-55	304	14	most	most	ADJ
ajird-55	304	15	organisms	organism	NOUN
ajird-55	304	16	is	be	AUX
ajird-55	304	17	dynamic	dynamic	ADJ
ajird-55	304	18	(	(	PUNCT
ajird-55	304	19	plastic	plastic	NOUN
ajird-55	304	20	)	)	PUNCT
ajird-55	304	21	and	and	CCONJ
ajird-55	304	22	the	the	DET
ajird-55	304	23	like.the	like.the	DET
ajird-55	304	24	reason	reason	NOUN
ajird-55	304	25	deep	deep	ADJ
ajird-55	304	26	learning	learning	NOUN
ajird-55	304	27	is	be	AUX
ajird-55	304	28	poor	poor	ADJ
ajird-55	304	29	quality	quality	NOUN
ajird-55	304	30	is	be	AUX
ajird-55	304	31	that	that	SCONJ
ajird-55	304	32	it	it	PRON
ajird-55	304	33	uses	use	VERB
ajird-55	304	34	multiple	multiple	ADJ
ajird-55	304	35	layers	layer	NOUN
ajird-55	304	36	in	in	ADP
ajird-55	304	37	the	the	DET
ajird-55	304	38	network	network	NOUN
ajird-55	304	39	.	.	PUNCT
ajird-55	305	1	the	the	DET
ajird-55	305	2	first	first	ADJ
ajird-55	305	3	task	task	NOUN
ajird-55	305	4	showed	show	VERB
ajird-55	305	5	that	that	SCONJ
ajird-55	305	6	a	a	DET
ajird-55	305	7	linear	linear	ADJ
ajird-55	305	8	sensor	sensor	NOUN
ajird-55	305	9	can	can	AUX
ajird-55	305	10	not	not	PART
ajird-55	305	11	be	be	AUX
ajird-55	305	12	a	a	DET
ajird-55	305	13	general	general	ADJ
ajird-55	305	14	classifier	classifier	NOUN
ajird-55	305	15	,	,	PUNCT
ajird-55	305	16	and	and	CCONJ
ajird-55	305	17	an	an	DET
ajird-55	305	18	invisible	invisible	ADJ
ajird-55	305	19	layer	layer	NOUN
ajird-55	305	20	can	can	AUX
ajird-55	305	21	have	have	VERB
ajird-55	305	22	an	an	DET
ajird-55	305	23	infinite	infinite	ADJ
ajird-55	305	24	width	width	NOUN
ajird-55	305	25	of	of	ADP
ajird-55	305	26	networks	network	NOUN
ajird-55	305	27	of	of	ADP
ajird-55	305	28	admissible	admissible	ADJ
ajird-55	305	29	non	non	ADJ
ajird-55	305	30	-	-	ADJ
ajird-55	305	31	polypolic	polypolic	ADJ
ajird-55	305	32	functions	function	NOUN
ajird-55	305	33	.	.	PUNCT
ajird-55	306	1	deep	deep	ADJ
ajird-55	306	2	learning	learning	NOUN
ajird-55	306	3	is	be	AUX
ajird-55	306	4	a	a	DET
ajird-55	306	5	modern	modern	ADJ
ajird-55	306	6	option	option	NOUN
ajird-55	306	7	that	that	PRON
ajird-55	306	8	handles	handle	VERB
ajird-55	306	9	unlimited	unlimited	ADJ
ajird-55	306	10	levels	level	NOUN
ajird-55	306	11	of	of	ADP
ajird-55	306	12	limited	limited	ADJ
ajird-55	306	13	size	size	NOUN
ajird-55	306	14	and	and	CCONJ
ajird-55	306	15	allows	allow	VERB
ajird-55	306	16	for	for	ADP
ajird-55	306	17	practical	practical	ADJ
ajird-55	306	18	application	application	NOUN
ajird-55	306	19	and	and	CCONJ
ajird-55	306	20	optimal	optimal	ADJ
ajird-55	306	21	implementation	implementation	NOUN
ajird-55	306	22	while	while	SCONJ
ajird-55	306	23	maintaining	maintain	VERB
ajird-55	306	24	theoretical	theoretical	ADJ
ajird-55	306	25	diversity	diversity	NOUN
ajird-55	306	26	under	under	ADP
ajird-55	306	27	normal	normal	ADJ
ajird-55	306	28	conditions	condition	NOUN
ajird-55	306	29	.	.	PUNCT
ajird-55	307	1	in	in	ADP
ajird-55	307	2	deep	deep	ADJ
ajird-55	307	3	run	run	NOUN
ajird-55	307	4	,	,	PUNCT
ajird-55	307	5	levels	level	NOUN
ajird-55	307	6	are	be	AUX
ajird-55	307	7	also	also	ADV
ajird-55	307	8	very	very	ADV
ajird-55	307	9	different	different	ADJ
ajird-55	307	10	from	from	ADP
ajird-55	307	11	biofeedback	biofeedback	NOUN
ajird-55	307	12	and	and	CCONJ
ajird-55	307	13	communication	communication	NOUN
ajird-55	307	14	-	-	PUNCT
ajird-55	307	15	oriented	orient	VERB
ajird-55	307	16	models	model	NOUN
ajird-55	307	17	,	,	PUNCT
ajird-55	307	18	which	which	PRON
ajird-55	307	19	can	can	AUX
ajird-55	307	20	be	be	AUX
ajird-55	307	21	patchy	patchy	ADJ
ajird-55	307	22	and	and	CCONJ
ajird-55	307	23	have	have	VERB
ajird-55	307	24	parts	part	NOUN
ajird-55	307	25	“	"	PUNCT
ajird-55	307	26	structured	structure	VERB
ajird-55	307	27	”	"	PUNCT
ajird-55	307	28	for	for	ADP
ajird-55	307	29	efficiency	efficiency	NOUN
ajird-55	307	30	,	,	PUNCT
ajird-55	307	31	forgiveness	forgiveness	NOUN
ajird-55	307	32	,	,	PUNCT
ajird-55	307	33	and	and	CCONJ
ajird-55	307	34	understanding	understanding	NOUN
ajird-55	307	35	.	.	PUNCT
ajird-55	308	1	support	support	NOUN
ajird-55	308	2	vector	vector	NOUN
ajird-55	308	3	machine	machine	NOUN
ajird-55	308	4	(	(	PUNCT
ajird-55	308	5	svm	svm	PROPN
ajird-55	308	6	)	)	PUNCT
ajird-55	308	7	the	the	DET
ajird-55	308	8	goal	goal	NOUN
ajird-55	308	9	of	of	ADP
ajird-55	308	10	svm	svm	PROPN
ajird-55	308	11	is	be	AUX
ajird-55	308	12	to	to	PART
ajird-55	308	13	find	find	VERB
ajird-55	308	14	a	a	DET
ajird-55	308	15	hyperplane	hyperplane	NOUN
ajird-55	308	16	in	in	ADP
ajird-55	308	17	an	an	DET
ajird-55	308	18	n	n	ADV
ajird-55	308	19	-	-	PUNCT
ajird-55	308	20	dimensional	dimensional	ADJ
ajird-55	308	21	space	space	NOUN
ajird-55	308	22	(	(	PUNCT
ajird-55	308	23	n	n	X
ajird-55	308	24	is	be	AUX
ajird-55	308	25	the	the	DET
ajird-55	308	26	number	number	NOUN
ajird-55	308	27	of	of	ADP
ajird-55	308	28	faces	face	NOUN
ajird-55	308	29	)	)	PUNCT
ajird-55	308	30	that	that	PRON
ajird-55	308	31	uniquely	uniquely	ADV
ajird-55	308	32	classifies	classify	VERB
ajird-55	308	33	data	datum	NOUN
ajird-55	308	34	points	point	NOUN
ajird-55	308	35	.	.	PUNCT
ajird-55	309	1	you	you	PRON
ajird-55	309	2	can	can	AUX
ajird-55	309	3	select	select	VERB
ajird-55	309	4	several	several	ADJ
ajird-55	309	5	imaginable	imaginable	ADJ
ajird-55	309	6	hyperplanes	hyperplane	NOUN
ajird-55	309	7	to	to	PART
ajird-55	309	8	discrete	discrete	VERB
ajird-55	309	9	the	the	DET
ajird-55	309	10	two	two	NUM
ajird-55	309	11	lessons	lesson	NOUN
ajird-55	309	12	of	of	ADP
ajird-55	309	13	information	information	NOUN
ajird-55	309	14	opinions	opinion	NOUN
ajird-55	309	15	.	.	PUNCT
ajird-55	310	1	our	our	PRON
ajird-55	310	2	goal	goal	NOUN
ajird-55	310	3	is	be	AUX
ajird-55	310	4	to	to	PART
ajird-55	310	5	find	find	VERB
ajird-55	310	6	the	the	DET
ajird-55	310	7	level	level	NOUN
ajird-55	310	8	with	with	ADP
ajird-55	310	9	the	the	DET
ajird-55	310	10	maximum	maximum	ADJ
ajird-55	310	11	reach	reach	NOUN
ajird-55	310	12	,	,	PUNCT
ajird-55	310	13	or	or	CCONJ
ajird-55	310	14	h.	h.	PROPN
ajird-55	310	15	the	the	DET
ajird-55	310	16	maximum	maximum	ADJ
ajird-55	310	17	distance	distance	NOUN
ajird-55	310	18	between	between	ADP
ajird-55	310	19	the	the	DET
ajird-55	310	20	data	data	NOUN
ajird-55	310	21	points	point	NOUN
ajird-55	310	22	of	of	ADP
ajird-55	310	23	the	the	DET
ajird-55	310	24	two	two	NUM
ajird-55	310	25	classes	class	NOUN
ajird-55	310	26	.	.	PUNCT
ajird-55	311	1	american	american	PROPN
ajird-55	311	2	journal	journal	PROPN
ajird-55	311	3	of	of	ADP
ajird-55	311	4	interdisciplinary	interdisciplinary	ADJ
ajird-55	311	5	research	research	NOUN
ajird-55	311	6	and	and	CCONJ
ajird-55	311	7	development	development	NOUN
ajird-55	311	8	issn	issn	PROPN
ajird-55	311	9	online	online	NOUN
ajird-55	311	10	:	:	PUNCT
ajird-55	311	11	2771	2771	NUM
ajird-55	311	12	-	-	SYM
ajird-55	311	13	8948	8948	NUM
ajird-55	311	14	website	website	NOUN
ajird-55	311	15	:	:	PUNCT
ajird-55	311	16	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-55	311	17	volume	volume	NOUN
ajird-55	311	18	04	04	NUM
ajird-55	311	19	,	,	PUNCT
ajird-55	311	20	may	may	AUX
ajird-55	311	21	,	,	PUNCT
ajird-55	311	22	2022	2022	NUM
ajird-55	311	23	94	94	NUM
ajird-55	312	1	|	|	ADV
ajird-55	312	2	p	p	X
ajird-55	312	3	a	a	DET
ajird-55	312	4	g	g	NOUN
ajird-55	312	5	e	e	NOUN
ajird-55	312	6	the	the	DET
ajird-55	312	7	edge	edge	NOUN
ajird-55	312	8	distance	distance	NOUN
ajird-55	312	9	optimization	optimization	NOUN
ajird-55	312	10	offers	offer	VERB
ajird-55	312	11	a	a	DET
ajird-55	312	12	certain	certain	ADJ
ajird-55	312	13	gain	gain	NOUN
ajird-55	312	14	and	and	CCONJ
ajird-55	312	15	enables	enable	VERB
ajird-55	312	16	a	a	DET
ajird-55	312	17	more	more	ADV
ajird-55	312	18	reliable	reliable	ADJ
ajird-55	312	19	classification	classification	NOUN
ajird-55	312	20	of	of	ADP
ajird-55	312	21	future	future	ADJ
ajird-55	312	22	data	datum	NOUN
ajird-55	312	23	points	point	NOUN
ajird-55	313	1	[	[	X
ajird-55	313	2	38	38	NUM
ajird-55	313	3	]	]	PUNCT
ajird-55	313	4	.	.	PUNCT
ajird-55	314	1	in	in	ADP
ajird-55	314	2	figure	figure	NOUN
ajird-55	314	3	3.6	3.6	NUM
ajird-55	314	4	above	above	ADV
ajird-55	314	5	,	,	PUNCT
ajird-55	314	6	we	we	PRON
ajird-55	314	7	notice	notice	VERB
ajird-55	314	8	that	that	SCONJ
ajird-55	314	9	there	there	PRON
ajird-55	314	10	are	be	VERB
ajird-55	314	11	two	two	NUM
ajird-55	314	12	classes	class	NOUN
ajird-55	314	13	of	of	ADP
ajird-55	314	14	observations	observation	NOUN
ajird-55	314	15	:	:	PUNCT
ajird-55	314	16	the	the	DET
ajird-55	314	17	blue	blue	ADJ
ajird-55	314	18	points	point	NOUN
ajird-55	314	19	and	and	CCONJ
ajird-55	314	20	the	the	DET
ajird-55	314	21	purple	purple	ADJ
ajird-55	314	22	points	point	NOUN
ajird-55	314	23	.	.	PUNCT
ajird-55	315	1	there	there	PRON
ajird-55	315	2	are	be	VERB
ajird-55	315	3	tons	ton	NOUN
ajird-55	315	4	of	of	ADP
ajird-55	315	5	ways	way	NOUN
ajird-55	315	6	to	to	PART
ajird-55	315	7	separate	separate	VERB
ajird-55	315	8	these	these	DET
ajird-55	315	9	two	two	NUM
ajird-55	315	10	classes	class	NOUN
ajird-55	315	11	as	as	SCONJ
ajird-55	315	12	shown	show	VERB
ajird-55	315	13	in	in	ADP
ajird-55	315	14	the	the	DET
ajird-55	315	15	graph	graph	NOUN
ajird-55	315	16	on	on	ADP
ajird-55	315	17	the	the	DET
ajird-55	315	18	left	left	NOUN
ajird-55	315	19	.	.	PUNCT
ajird-55	316	1	however	however	ADV
ajird-55	316	2	,	,	PUNCT
ajird-55	316	3	we	we	PRON
ajird-55	316	4	want	want	VERB
ajird-55	316	5	to	to	PART
ajird-55	316	6	find	find	VERB
ajird-55	316	7	the	the	DET
ajird-55	316	8	“	"	PUNCT
ajird-55	316	9	best	good	ADJ
ajird-55	316	10	”	"	PUNCT
ajird-55	316	11	hyperplane	hyperplane	NOUN
ajird-55	316	12	that	that	PRON
ajird-55	316	13	could	could	AUX
ajird-55	316	14	maximize	maximize	VERB
ajird-55	316	15	the	the	DET
ajird-55	316	16	margin	margin	NOUN
ajird-55	316	17	between	between	ADP
ajird-55	316	18	these	these	DET
ajird-55	316	19	two	two	NUM
ajird-55	316	20	classes	class	NOUN
ajird-55	316	21	,	,	PUNCT
ajird-55	316	22	which	which	PRON
ajird-55	316	23	means	mean	VERB
ajird-55	316	24	that	that	SCONJ
ajird-55	316	25	the	the	DET
ajird-55	316	26	distance	distance	NOUN
ajird-55	316	27	between	between	ADP
ajird-55	316	28	the	the	DET
ajird-55	316	29	hyperplane	hyperplane	NOUN
ajird-55	316	30	and	and	CCONJ
ajird-55	316	31	the	the	DET
ajird-55	316	32	nearest	near	ADJ
ajird-55	316	33	data	data	NOUN
ajird-55	316	34	points	point	NOUN
ajird-55	316	35	on	on	ADP
ajird-55	316	36	each	each	DET
ajird-55	316	37	side	side	NOUN
ajird-55	316	38	is	be	AUX
ajird-55	316	39	the	the	DET
ajird-55	316	40	largest	large	ADJ
ajird-55	316	41	.	.	PUNCT
ajird-55	317	1	depending	depend	VERB
ajird-55	317	2	on	on	ADP
ajird-55	317	3	which	which	DET
ajird-55	317	4	side	side	NOUN
ajird-55	317	5	of	of	ADP
ajird-55	317	6	the	the	DET
ajird-55	317	7	hyperplane	hyperplane	NOUN
ajird-55	317	8	a	a	DET
ajird-55	317	9	new	new	ADJ
ajird-55	317	10	data	data	NOUN
ajird-55	317	11	point	point	NOUN
ajird-55	317	12	locates	locate	VERB
ajird-55	317	13	,	,	PUNCT
ajird-55	317	14	we	we	PRON
ajird-55	317	15	could	could	AUX
ajird-55	317	16	assign	assign	VERB
ajird-55	317	17	a	a	DET
ajird-55	317	18	class	class	NOUN
ajird-55	317	19	to	to	ADP
ajird-55	317	20	the	the	DET
ajird-55	317	21	new	new	ADJ
ajird-55	317	22	observation	observation	NOUN
ajird-55	317	23	.	.	PUNCT
ajird-55	318	1	it	it	PRON
ajird-55	318	2	sounds	sound	VERB
ajird-55	318	3	simple	simple	ADJ
ajird-55	318	4	in	in	ADP
ajird-55	318	5	the	the	DET
ajird-55	318	6	example	example	NOUN
ajird-55	318	7	above	above	ADV
ajird-55	318	8	.	.	PUNCT
ajird-55	319	1	however	however	ADV
ajird-55	319	2	,	,	PUNCT
ajird-55	319	3	not	not	PART
ajird-55	319	4	all	all	DET
ajird-55	319	5	data	datum	NOUN
ajird-55	319	6	are	be	AUX
ajird-55	319	7	linearly	linearly	ADV
ajird-55	319	8	separable	separable	ADJ
ajird-55	319	9	.	.	PUNCT
ajird-55	320	1	in	in	ADP
ajird-55	320	2	fact	fact	NOUN
ajird-55	320	3	,	,	PUNCT
ajird-55	320	4	in	in	ADP
ajird-55	320	5	the	the	DET
ajird-55	320	6	real	real	ADJ
ajird-55	320	7	world	world	NOUN
ajird-55	320	8	,	,	PUNCT
ajird-55	320	9	almost	almost	ADV
ajird-55	320	10	all	all	DET
ajird-55	320	11	the	the	DET
ajird-55	320	12	data	datum	NOUN
ajird-55	320	13	are	be	AUX
ajird-55	320	14	randomly	randomly	ADV
ajird-55	320	15	distributed	distribute	VERB
ajird-55	320	16	,	,	PUNCT
ajird-55	320	17	which	which	PRON
ajird-55	320	18	makes	make	VERB
ajird-55	320	19	it	it	PRON
ajird-55	320	20	hard	hard	ADJ
ajird-55	320	21	to	to	PART
ajird-55	320	22	separate	separate	VERB
ajird-55	320	23	different	different	ADJ
ajird-55	320	24	classes	class	NOUN
ajird-55	320	25	linearly	linearly	ADV
ajird-55	320	26	.	.	PUNCT
ajird-55	321	1	dual	dual	ADV
ajird-55	321	2	instead	instead	ADV
ajird-55	321	3	as	as	ADP
ajird-55	321	4	in	in	ADP
ajird-55	321	5	equation	equation	NOUN
ajird-55	321	6	4	4	NUM
ajird-55	321	7	with	with	ADP
ajird-55	321	8	respect	respect	NOUN
ajird-55	321	9	to	to	ADP
ajird-55	321	10	,	,	PUNCT
ajird-55	321	11	subject	subject	ADJ
ajird-55	321	12	to	to	ADP
ajird-55	321	13	the	the	DET
ajird-55	321	14	constraints	constraint	NOUN
ajird-55	321	15	that	that	SCONJ
ajird-55	321	16	the	the	DET
ajird-55	321	17	gradient	gradient	NOUN
ajird-55	321	18	of	of	ADP
ajird-55	321	19	l(w	l(w	PROPN
ajird-55	321	20	,	,	PUNCT
ajird-55	321	21	b	b	NOUN
ajird-55	321	22	,	,	PUNCT
ajird-55	321	23	)	)	PUNCT
ajird-55	321	24	with	with	ADP
ajird-55	321	25	respect	respect	NOUN
ajird-55	321	26	to	to	ADP
ajird-55	321	27	the	the	DET
ajird-55	321	28	primal	primal	ADJ
ajird-55	321	29	variables	variable	NOUN
ajird-55	321	30	w	w	PROPN
ajird-55	321	31	and	and	CCONJ
ajird-55	321	32	b	b	NOUN
ajird-55	321	33	vanish	vanish	NOUN
ajird-55	321	34	and	and	CCONJ
ajird-55	321	35	≥	≥	NOUN
ajird-55	321	36	0	0	NUM
ajird-55	321	37	.	.	PUNCT
ajird-55	322	1	the	the	DET
ajird-55	322	2	primal	primal	ADJ
ajird-55	322	3	variables	variable	NOUN
ajird-55	322	4	are	be	AUX
ajird-55	322	5	eliminated	eliminate	VERB
ajird-55	322	6	from	from	ADP
ajird-55	322	7	l(w	l(w	PROPN
ajird-55	322	8	,	,	PUNCT
ajird-55	322	9	b	b	NOUN
ajird-55	322	10	,	,	PUNCT
ajird-55	322	11	)	)	PUNCT
ajird-55	322	12	.	.	PUNCT
ajird-55	323	1	when	when	SCONJ
ajird-55	323	2	solve	solve	VERB
ajird-55	323	3	x	x	PUNCT
ajird-55	323	4	i	i	PRON
ajird-55	323	5	can	can	AUX
ajird-55	323	6	get	get	VERB
ajird-55	323	7	and	and	CCONJ
ajird-55	323	8	can	can	AUX
ajird-55	323	9	classify	classify	VERB
ajird-55	323	10	a	a	DET
ajird-55	323	11	new	new	ADJ
ajird-55	323	12	object	object	NOUN
ajird-55	323	13	x	x	PUNCT
ajird-55	323	14	using	use	VERB
ajird-55	323	15	equation	equation	NOUN
ajird-55	323	16	5	5	NUM
ajird-55	323	17	.	.	PUNCT
ajird-55	324	1	note	note	VERB
ajird-55	324	2	that	that	SCONJ
ajird-55	324	3	the	the	DET
ajird-55	324	4	training	training	NOUN
ajird-55	324	5	vectors	vector	NOUN
ajird-55	324	6	xi	xi	PRON
ajird-55	324	7	occur	occur	VERB
ajird-55	324	8	only	only	ADV
ajird-55	324	9	in	in	ADP
ajird-55	324	10	the	the	DET
ajird-55	324	11	form	form	NOUN
ajird-55	324	12	of	of	ADP
ajird-55	324	13	dot	dot	NOUN
ajird-55	324	14	product	product	NOUN
ajird-55	324	15	;	;	PUNCT
ajird-55	324	16	there	there	PRON
ajird-55	324	17	is	be	VERB
ajird-55	324	18	a	a	DET
ajird-55	324	19	lagrangian	lagrangian	ADJ
ajird-55	324	20	multiplier	multipli	ADJ
ajird-55	324	21	i	i	PRON
ajird-55	324	22	for	for	ADP
ajird-55	324	23	each	each	DET
ajird-55	324	24	training	training	NOUN
ajird-55	324	25	point	point	NOUN
ajird-55	324	26	,	,	PUNCT
ajird-55	324	27	which	which	PRON
ajird-55	324	28	reflects	reflect	VERB
ajird-55	324	29	the	the	DET
ajird-55	324	30	importance	importance	NOUN
ajird-55	324	31	of	of	ADP
ajird-55	324	32	the	the	DET
ajird-55	324	33	data	data	NOUN
ajird-55	324	34	point	point	NOUN
ajird-55	324	35	.	.	PUNCT
ajird-55	325	1	when	when	SCONJ
ajird-55	325	2	the	the	DET
ajird-55	325	3	maximal	maximal	ADJ
ajird-55	325	4	margin	margin	NOUN
ajird-55	325	5	hyper	hyper	NOUN
ajird-55	325	6	-	-	NOUN
ajird-55	325	7	plane	plane	NOUN
ajird-55	325	8	is	be	AUX
ajird-55	325	9	found	find	VERB
ajird-55	325	10	,	,	PUNCT
ajird-55	325	11	only	only	ADV
ajird-55	325	12	points	point	NOUN
ajird-55	325	13	that	that	PRON
ajird-55	325	14	lie	lie	VERB
ajird-55	325	15	closest	close	ADJ
ajird-55	325	16	to	to	ADP
ajird-55	325	17	the	the	DET
ajird-55	325	18	hyper	hyper	NOUN
ajird-55	325	19	-	-	NOUN
ajird-55	325	20	plane	plane	NOUN
ajird-55	325	21	will	will	AUX
ajird-55	325	22	have	have	VERB
ajird-55	325	23	i	i	PRON
ajird-55	325	24	>	>	X
ajird-55	325	25	0	0	PUNCT
ajird-55	326	1	and	and	CCONJ
ajird-55	326	2	these	these	DET
ajird-55	326	3	points	point	NOUN
ajird-55	326	4	are	be	AUX
ajird-55	326	5	called	call	VERB
ajird-55	326	6	support	support	NOUN
ajird-55	326	7	vectors	vector	NOUN
ajird-55	326	8	.	.	PUNCT
ajird-55	327	1	all	all	DET
ajird-55	327	2	other	other	ADJ
ajird-55	327	3	points	point	NOUN
ajird-55	327	4	will	will	AUX
ajird-55	327	5	have	have	VERB
ajird-55	327	6	i	i	PRON
ajird-55	327	7	>	>	X
ajird-55	327	8	0	0	X
ajird-55	327	9	.	.	PUNCT
ajird-55	327	10	decision	decision	NOUN
ajird-55	327	11	trees	tree	NOUN
ajird-55	327	12	(	(	PUNCT
ajird-55	327	13	dt	dt	NOUN
ajird-55	327	14	)	)	PUNCT
ajird-55	327	15	dt	dt	PUNCT
ajird-55	327	16	is	be	AUX
ajird-55	327	17	a	a	DET
ajird-55	327	18	prediction	prediction	NOUN
ajird-55	327	19	model	model	NOUN
ajird-55	327	20	that	that	PRON
ajird-55	327	21	expresses	express	VERB
ajird-55	327	22	the	the	DET
ajird-55	327	23	characteristic	characteristic	ADJ
ajird-55	327	24	space	space	NOUN
ajird-55	327	25	in	in	ADP
ajird-55	327	26	a	a	DET
ajird-55	327	27	recursive	recursive	ADJ
ajird-55	327	28	partition	partition	NOUN
ajird-55	327	29	into	into	ADP
ajird-55	327	30	subspaces	subspace	NOUN
ajird-55	327	31	and	and	CCONJ
ajird-55	327	32	forms	form	VERB
ajird-55	327	33	the	the	DET
ajird-55	327	34	basis	basis	NOUN
ajird-55	327	35	of	of	ADP
ajird-55	327	36	prediction	prediction	NOUN
ajird-55	327	37	.	.	PUNCT
ajird-55	328	1	dt	dt	PUNCT
ajird-55	328	2	is	be	AUX
ajird-55	328	3	a	a	DET
ajird-55	328	4	direct	direct	ADJ
ajird-55	328	5	root	root	NOUN
ajird-55	328	6	tree	tree	NOUN
ajird-55	328	7	.	.	PUNCT
ajird-55	329	1	in	in	ADP
ajird-55	329	2	dt	dt	PROPN
ajird-55	329	3	,	,	PUNCT
ajird-55	329	4	the	the	DET
ajird-55	329	5	nodes	node	NOUN
ajird-55	329	6	with	with	ADP
ajird-55	329	7	protruding	protrude	VERB
ajird-55	329	8	edges	edge	NOUN
ajird-55	329	9	are	be	AUX
ajird-55	329	10	internal	internal	ADJ
ajird-55	329	11	nodes	node	NOUN
ajird-55	329	12	.	.	PUNCT
ajird-55	330	1	all	all	DET
ajird-55	330	2	other	other	ADJ
ajird-55	330	3	nodes	node	NOUN
ajird-55	330	4	are	be	AUX
ajird-55	330	5	dt	dt	ADP
ajird-55	330	6	nodes	node	NOUN
ajird-55	330	7	or	or	CCONJ
ajird-55	330	8	leaves	leave	NOUN
ajird-55	330	9	.	.	PUNCT
ajird-55	331	1	dts	dt	NOUN
ajird-55	331	2	are	be	AUX
ajird-55	331	3	classified	classify	VERB
ajird-55	331	4	according	accord	VERB
ajird-55	331	5	to	to	ADP
ajird-55	331	6	a	a	DET
ajird-55	331	7	hierarchical	hierarchical	ADJ
ajird-55	331	8	set	set	NOUN
ajird-55	331	9	of	of	ADP
ajird-55	331	10	characteristic	characteristic	ADJ
ajird-55	331	11	decisions	decision	NOUN
ajird-55	331	12	.	.	PUNCT
ajird-55	332	1	the	the	DET
ajird-55	332	2	decision	decision	NOUN
ajird-55	332	3	made	make	VERB
ajird-55	332	4	at	at	ADP
ajird-55	332	5	the	the	DET
ajird-55	332	6	internal	internal	ADJ
ajird-55	332	7	node	node	NOUN
ajird-55	332	8	is	be	AUX
ajird-55	332	9	the	the	DET
ajird-55	332	10	distribution	distribution	NOUN
ajird-55	332	11	criterion	criterion	NOUN
ajird-55	332	12	.	.	PUNCT
ajird-55	333	1	in	in	ADP
ajird-55	333	2	dt	dt	PROPN
ajird-55	333	3	,	,	PUNCT
ajird-55	333	4	each	each	DET
ajird-55	333	5	leaf	leaf	NOUN
ajird-55	333	6	is	be	AUX
ajird-55	333	7	assigned	assign	VERB
ajird-55	333	8	to	to	ADP
ajird-55	333	9	a	a	DET
ajird-55	333	10	class	class	NOUN
ajird-55	333	11	or	or	CCONJ
ajird-55	333	12	its	its	PRON
ajird-55	333	13	probabilities	probability	NOUN
ajird-55	333	14	.	.	PUNCT
ajird-55	334	1	small	small	ADJ
ajird-55	334	2	deviations	deviation	NOUN
ajird-55	334	3	in	in	ADP
ajird-55	334	4	the	the	DET
ajird-55	334	5	drive	drive	ADJ
ajird-55	334	6	unit	unit	NOUN
ajird-55	334	7	lead	lead	VERB
ajird-55	334	8	to	to	ADP
ajird-55	334	9	different	different	ADJ
ajird-55	334	10	units	unit	NOUN
ajird-55	334	11	leading	lead	VERB
ajird-55	334	12	to	to	ADP
ajird-55	334	13	different	different	ADJ
ajird-55	334	14	dts	dt	NOUN
ajird-55	334	15	.	.	PUNCT
ajird-55	335	1	therefore	therefore	ADV
ajird-55	335	2	,	,	PUNCT
ajird-55	335	3	the	the	DET
ajird-55	335	4	error	error	NOUN
ajird-55	335	5	contribution	contribution	NOUN
ajird-55	335	6	due	due	ADJ
ajird-55	335	7	to	to	ADP
ajird-55	335	8	variance	variance	NOUN
ajird-55	335	9	is	be	AUX
ajird-55	335	10	important	important	ADJ
ajird-55	335	11	to	to	ADP
ajird-55	335	12	dt	dt	PROPN
ajird-55	335	13	.	.	PUNCT
ajird-55	336	1	collaborative	collaborative	PROPN
ajird-55	336	2	learning	learning	PROPN
ajird-55	336	3	,	,	PUNCT
ajird-55	336	4	described	describe	VERB
ajird-55	336	5	in	in	ADP
ajird-55	336	6	the	the	DET
ajird-55	336	7	next	next	ADJ
ajird-55	336	8	section	section	NOUN
ajird-55	336	9	,	,	PUNCT
ajird-55	336	10	helps	help	VERB
ajird-55	336	11	reduce	reduce	VERB
ajird-55	336	12	errors	error	NOUN
ajird-55	336	13	due	due	ADP
ajird-55	336	14	to	to	ADP
ajird-55	336	15	deviations	deviation	NOUN
ajird-55	336	16	[	[	X
ajird-55	336	17	40	40	NUM
ajird-55	336	18	]	]	PUNCT
ajird-55	336	19	.	.	PUNCT
ajird-55	337	1	naïve	naïve	ADJ
ajird-55	337	2	bayes	bayes	PROPN
ajird-55	337	3	classifiers	classifier	VERB
ajird-55	337	4	this	this	DET
ajird-55	337	5	classification	classification	NOUN
ajird-55	337	6	method	method	NOUN
ajird-55	337	7	is	be	AUX
ajird-55	337	8	based	base	VERB
ajird-55	337	9	on	on	ADP
ajird-55	337	10	the	the	DET
ajird-55	337	11	statute	statute	NOUN
ajird-55	337	12	and	and	CCONJ
ajird-55	337	13	requires	require	VERB
ajird-55	337	14	independence	independence	NOUN
ajird-55	337	15	between	between	ADP
ajird-55	337	16	予	予	PROPN
ajird-55	337	17	測子	測子	NOUN
ajird-55	337	18	.	.	PUNCT
ajird-55	338	1	simply	simply	ADV
ajird-55	338	2	put	put	VERB
ajird-55	338	3	,	,	PUNCT
ajird-55	338	4	it	it	PRON
ajird-55	338	5	is	be	AUX
ajird-55	338	6	assumed	assume	VERB
ajird-55	338	7	that	that	SCONJ
ajird-55	338	8	the	the	DET
ajird-55	338	9	existence	existence	NOUN
ajird-55	338	10	of	of	ADP
ajird-55	338	11	a	a	DET
ajird-55	338	12	certain	certain	ADJ
ajird-55	338	13	characteristic	characteristic	NOUN
ajird-55	338	14	of	of	ADP
ajird-55	338	15	the	the	DET
ajird-55	338	16	naïve	naïve	ADJ
ajird-55	338	17	class	class	NOUN
ajird-55	338	18	of	of	ADP
ajird-55	338	19	bayesian	bayesian	NOUN
ajird-55	338	20	classifiers	classifier	NOUN
ajird-55	338	21	is	be	AUX
ajird-55	338	22	independent	independent	ADJ
ajird-55	338	23	of	of	ADP
ajird-55	338	24	the	the	DET
ajird-55	338	25	availability	availability	NOUN
ajird-55	338	26	of	of	ADP
ajird-55	338	27	other	other	ADJ
ajird-55	338	28	features	feature	NOUN
ajird-55	338	29	.	.	PUNCT
ajird-55	339	1	apples	apple	NOUN
ajird-55	339	2	,	,	PUNCT
ajird-55	339	3	for	for	ADP
ajird-55	339	4	example	example	NOUN
ajird-55	339	5	,	,	PUNCT
ajird-55	339	6	are	be	AUX
ajird-55	339	7	red	red	ADJ
ajird-55	339	8	berries	berry	NOUN
ajird-55	339	9	that	that	PRON
ajird-55	339	10	are	be	AUX
ajird-55	339	11	about	about	ADV
ajird-55	339	12	3	3	NUM
ajird-55	339	13	inches	inch	NOUN
ajird-55	339	14	in	in	ADP
ajird-55	339	15	diameter	diameter	NOUN
ajird-55	339	16	.	.	PUNCT
ajird-55	340	1	regardless	regardless	ADV
ajird-55	340	2	of	of	ADP
ajird-55	340	3	whether	whether	SCONJ
ajird-55	340	4	these	these	DET
ajird-55	340	5	signs	sign	NOUN
ajird-55	340	6	are	be	AUX
ajird-55	340	7	interrelated	interrelated	ADJ
ajird-55	340	8	or	or	CCONJ
ajird-55	340	9	dependent	dependent	ADJ
ajird-55	340	10	on	on	ADP
ajird-55	340	11	other	other	ADJ
ajird-55	340	12	signs	sign	NOUN
ajird-55	340	13	,	,	PUNCT
ajird-55	340	14	these	these	DET
ajird-55	340	15	signs	sign	NOUN
ajird-55	340	16	independently	independently	ADV
ajird-55	340	17	affect	affect	VERB
ajird-55	340	18	the	the	DET
ajird-55	340	19	likelihood	likelihood	NOUN
ajird-55	340	20	that	that	SCONJ
ajird-55	340	21	all	all	PRON
ajird-55	340	22	of	of	ADP
ajird-55	340	23	these	these	DET
ajird-55	340	24	fruits	fruit	NOUN
ajird-55	340	25	are	be	AUX
ajird-55	340	26	apples	apple	NOUN
ajird-55	340	27	and	and	CCONJ
ajird-55	340	28	thus	thus	ADV
ajird-55	340	29	"	"	PUNCT
ajird-55	340	30	slob	slob	NOUN
ajird-55	340	31	"	"	PUNCT
ajird-55	340	32	.	.	PUNCT
ajird-55	341	1	american	american	PROPN
ajird-55	341	2	journal	journal	PROPN
ajird-55	341	3	of	of	ADP
ajird-55	341	4	interdisciplinary	interdisciplinary	ADJ
ajird-55	341	5	research	research	NOUN
ajird-55	341	6	and	and	CCONJ
ajird-55	341	7	development	development	NOUN
ajird-55	341	8	issn	issn	PROPN
ajird-55	341	9	online	online	NOUN
ajird-55	341	10	:	:	PUNCT
ajird-55	341	11	2771	2771	NUM
ajird-55	341	12	-	-	SYM
ajird-55	341	13	8948	8948	NUM
ajird-55	341	14	website	website	NOUN
ajird-55	341	15	:	:	PUNCT
ajird-55	341	16	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-55	341	17	volume	volume	NOUN
ajird-55	341	18	04	04	NUM
ajird-55	341	19	,	,	PUNCT
ajird-55	341	20	may	may	AUX
ajird-55	341	21	,	,	PUNCT
ajird-55	341	22	2022	2022	NUM
ajird-55	341	23	95	95	NUM
ajird-55	342	1	|	|	ADV
ajird-55	342	2	p	p	NOUN
ajird-55	342	3	a	a	DET
ajird-55	342	4	g	g	NOUN
ajird-55	342	5	e	e	NOUN
ajird-55	342	6	known	know	VERB
ajird-55	342	7	as	as	ADP
ajird-55	342	8	the	the	DET
ajird-55	342	9	naive	naive	ADJ
ajird-55	342	10	bayesian	bayesian	NOUN
ajird-55	342	11	model	model	NOUN
ajird-55	342	12	,	,	PUNCT
ajird-55	342	13	it	it	PRON
ajird-55	342	14	's	be	AUX
ajird-55	342	15	easy	easy	ADJ
ajird-55	342	16	to	to	PART
ajird-55	342	17	create	create	VERB
ajird-55	342	18	and	and	CCONJ
ajird-55	342	19	is	be	AUX
ajird-55	342	20	especially	especially	ADV
ajird-55	342	21	useful	useful	ADJ
ajird-55	342	22	for	for	ADP
ajird-55	342	23	large	large	ADJ
ajird-55	342	24	amounts	amount	NOUN
ajird-55	342	25	of	of	ADP
ajird-55	342	26	data	datum	NOUN
ajird-55	342	27	.	.	PUNCT
ajird-55	343	1	the	the	DET
ajird-55	343	2	simple	simple	ADJ
ajird-55	343	3	bayesian	bayesian	NOUN
ajird-55	343	4	approach	approach	NOUN
ajird-55	343	5	not	not	PART
ajird-55	343	6	only	only	ADV
ajird-55	343	7	overcomes	overcome	VERB
ajird-55	343	8	simplicity	simplicity	NOUN
ajird-55	343	9	but	but	CCONJ
ajird-55	343	10	also	also	ADV
ajird-55	343	11	very	very	ADV
ajird-55	343	12	complex	complex	ADJ
ajird-55	343	13	classification	classification	NOUN
ajird-55	343	14	methods	method	NOUN
ajird-55	343	15	[	[	X
ajird-55	343	16	42	42	NUM
ajird-55	343	17	]	]	PUNCT
ajird-55	343	18	.	.	PUNCT
ajird-55	344	1	k	k	X
ajird-55	344	2	-	-	PUNCT
ajird-55	344	3	nearest	near	ADJ
ajird-55	344	4	neighbors	neighbor	NOUN
ajird-55	344	5	(	(	PUNCT
ajird-55	344	6	knn	knn	PROPN
ajird-55	344	7	)	)	PUNCT
ajird-55	344	8	knn	knn	PROPN
ajird-55	344	9	is	be	AUX
ajird-55	344	10	a	a	DET
ajird-55	344	11	simple	simple	ADJ
ajird-55	344	12	and	and	CCONJ
ajird-55	344	13	easy	easy	ADJ
ajird-55	344	14	-	-	PUNCT
ajird-55	344	15	to	to	AUX
ajird-55	344	16	-	-	PUNCT
ajird-55	344	17	manage	manage	VERB
ajird-55	344	18	machine	machine	NOUN
ajird-55	344	19	learning	learn	VERB
ajird-55	344	20	algorithm	algorithm	NOUN
ajird-55	344	21	that	that	PRON
ajird-55	344	22	can	can	AUX
ajird-55	344	23	solve	solve	VERB
ajird-55	344	24	classification	classification	NOUN
ajird-55	344	25	and	and	CCONJ
ajird-55	344	26	regression	regression	NOUN
ajird-55	344	27	problems	problem	NOUN
ajird-55	344	28	.	.	PUNCT
ajird-55	345	1	the	the	DET
ajird-55	345	2	ann	ann	PROPN
ajird-55	345	3	algorithm	algorithm	PROPN
ajird-55	345	4	assumes	assume	VERB
ajird-55	345	5	that	that	SCONJ
ajird-55	345	6	these	these	DET
ajird-55	345	7	objects	object	NOUN
ajird-55	345	8	are	be	AUX
ajird-55	345	9	very	very	ADV
ajird-55	345	10	close	close	ADJ
ajird-55	345	11	to	to	ADP
ajird-55	345	12	each	each	DET
ajird-55	345	13	other	other	ADJ
ajird-55	345	14	.	.	PUNCT
ajird-55	346	1	i	i	PRON
ajird-55	346	2	mean	mean	VERB
ajird-55	346	3	these	these	DET
ajird-55	346	4	things	thing	NOUN
ajird-55	346	5	are	be	AUX
ajird-55	346	6	related	relate	VERB
ajird-55	346	7	to	to	ADP
ajird-55	346	8	each	each	DET
ajird-55	346	9	other	other	ADJ
ajird-55	346	10	.	.	PUNCT
ajird-55	347	1	in	in	ADP
ajird-55	347	2	most	most	ADJ
ajird-55	347	3	cases	case	NOUN
ajird-55	347	4	,	,	PUNCT
ajird-55	347	5	similar	similar	ADJ
ajird-55	347	6	data	datum	NOUN
ajird-55	347	7	points	point	NOUN
ajird-55	347	8	are	be	AUX
ajird-55	347	9	located	locate	VERB
ajird-55	347	10	next	next	ADV
ajird-55	347	11	to	to	ADP
ajird-55	347	12	each	each	DET
ajird-55	347	13	other	other	ADJ
ajird-55	347	14	,	,	PUNCT
ajird-55	347	15	so	so	ADV
ajird-55	347	16	take	take	VERB
ajird-55	347	17	a	a	DET
ajird-55	347	18	look	look	NOUN
ajird-55	347	19	at	at	ADP
ajird-55	347	20	the	the	DET
ajird-55	347	21	image	image	NOUN
ajird-55	347	22	above	above	ADV
ajird-55	347	23	.	.	PUNCT
ajird-55	348	1	the	the	DET
ajird-55	348	2	ann	ann	PROPN
ajird-55	348	3	algorithm	algorithm	PROPN
ajird-55	348	4	assumes	assume	VERB
ajird-55	348	5	that	that	SCONJ
ajird-55	348	6	this	this	DET
ajird-55	348	7	assumption	assumption	NOUN
ajird-55	348	8	is	be	AUX
ajird-55	348	9	a	a	DET
ajird-55	348	10	very	very	ADV
ajird-55	348	11	valid	valid	ADJ
ajird-55	348	12	and	and	CCONJ
ajird-55	348	13	useful	useful	ADJ
ajird-55	348	14	algorithm	algorithm	NOUN
ajird-55	348	15	.	.	PUNCT
ajird-55	349	1	knn	knn	PROPN
ajird-55	349	2	calculates	calculate	VERB
ajird-55	349	3	the	the	DET
ajird-55	349	4	distance	distance	NOUN
ajird-55	349	5	between	between	ADP
ajird-55	349	6	points	point	NOUN
ajird-55	349	7	on	on	ADP
ajird-55	349	8	a	a	DET
ajird-55	349	9	graph	graph	NOUN
ajird-55	349	10	and	and	CCONJ
ajird-55	349	11	gradient	gradient	ADJ
ajird-55	349	12	descent	descent	NOUN
ajird-55	349	13	in	in	ADP
ajird-55	349	14	gradient	gradient	ADJ
ajird-55	349	15	descent	descent	NOUN
ajird-55	349	16	,	,	PUNCT
ajird-55	349	17	batch	batch	NOUN
ajird-55	349	18	is	be	AUX
ajird-55	349	19	the	the	DET
ajird-55	349	20	total	total	ADJ
ajird-55	349	21	number	number	NOUN
ajird-55	349	22	of	of	ADP
ajird-55	349	23	samples	sample	NOUN
ajird-55	349	24	that	that	PRON
ajird-55	349	25	you	you	PRON
ajird-55	349	26	will	will	AUX
ajird-55	349	27	use	use	VERB
ajird-55	349	28	to	to	PART
ajird-55	349	29	calculate	calculate	VERB
ajird-55	349	30	the	the	DET
ajird-55	349	31	gamut	gamut	NOUN
ajird-55	349	32	in	in	ADP
ajird-55	349	33	one	one	NUM
ajird-55	349	34	iteration	iteration	NOUN
ajird-55	349	35	.	.	PUNCT
ajird-55	350	1	so	so	ADV
ajird-55	350	2	far	far	ADV
ajird-55	350	3	we	we	PRON
ajird-55	350	4	've	have	AUX
ajird-55	350	5	assumed	assume	VERB
ajird-55	350	6	this	this	PRON
ajird-55	350	7	is	be	AUX
ajird-55	350	8	the	the	DET
ajird-55	350	9	complete	complete	ADJ
ajird-55	350	10	package	package	NOUN
ajird-55	350	11	.	.	PUNCT
ajird-55	351	1	when	when	SCONJ
ajird-55	351	2	working	work	VERB
ajird-55	351	3	with	with	ADP
ajird-55	351	4	google	google	PROPN
ajird-55	351	5	,	,	PUNCT
ajird-55	351	6	newspapers	newspaper	NOUN
ajird-55	351	7	typically	typically	ADV
ajird-55	351	8	have	have	VERB
ajird-55	351	9	billions	billion	NOUN
ajird-55	351	10	,	,	PUNCT
ajird-55	351	11	if	if	SCONJ
ajird-55	351	12	not	not	PART
ajird-55	351	13	hundreds	hundred	NOUN
ajird-55	351	14	of	of	ADP
ajird-55	351	15	billions	billion	NOUN
ajird-55	351	16	of	of	ADP
ajird-55	351	17	examples	example	NOUN
ajird-55	351	18	.	.	PUNCT
ajird-55	352	1	in	in	ADP
ajird-55	352	2	addition	addition	NOUN
ajird-55	352	3	,	,	PUNCT
ajird-55	352	4	google	google	PROPN
ajird-55	352	5	records	record	NOUN
ajird-55	352	6	often	often	ADV
ajird-55	352	7	contain	contain	VERB
ajird-55	352	8	multiple	multiple	ADJ
ajird-55	352	9	functions	function	NOUN
ajird-55	352	10	.	.	PUNCT
ajird-55	353	1	so	so	ADV
ajird-55	353	2	the	the	DET
ajird-55	353	3	party	party	NOUN
ajird-55	353	4	can	can	AUX
ajird-55	353	5	be	be	AUX
ajird-55	353	6	huge	huge	ADJ
ajird-55	353	7	.	.	PUNCT
ajird-55	354	1	it	it	PRON
ajird-55	354	2	can	can	AUX
ajird-55	354	3	take	take	VERB
ajird-55	354	4	a	a	DET
ajird-55	354	5	long	long	ADJ
ajird-55	354	6	time	time	NOUN
ajird-55	354	7	to	to	PART
ajird-55	354	8	calculate	calculate	VERB
ajird-55	354	9	the	the	DET
ajird-55	354	10	jackpot	jackpot	NOUN
ajird-55	354	11	.	.	PUNCT
ajird-55	355	1	a	a	DET
ajird-55	355	2	large	large	ADJ
ajird-55	355	3	data	datum	NOUN
ajird-55	355	4	set	set	VERB
ajird-55	355	5	with	with	ADP
ajird-55	355	6	randomly	randomly	ADV
ajird-55	355	7	selected	select	VERB
ajird-55	355	8	examples	example	NOUN
ajird-55	355	9	can	can	AUX
ajird-55	355	10	contain	contain	VERB
ajird-55	355	11	redundant	redundant	ADJ
ajird-55	355	12	data	datum	NOUN
ajird-55	355	13	.	.	PUNCT
ajird-55	356	1	indeed	indeed	ADV
ajird-55	356	2	,	,	PUNCT
ajird-55	356	3	as	as	ADP
ajird-55	356	4	the	the	DET
ajird-55	356	5	size	size	NOUN
ajird-55	356	6	of	of	ADP
ajird-55	356	7	the	the	DET
ajird-55	356	8	packets	packet	NOUN
ajird-55	356	9	increases	increase	NOUN
ajird-55	356	10	,	,	PUNCT
ajird-55	356	11	the	the	DET
ajird-55	356	12	repetition	repetition	NOUN
ajird-55	356	13	potential	potential	ADJ
ajird-55	356	14	increases	increase	NOUN
ajird-55	356	15	.	.	PUNCT
ajird-55	357	1	some	some	DET
ajird-55	357	2	redundancy	redundancy	NOUN
ajird-55	357	3	can	can	AUX
ajird-55	357	4	be	be	AUX
ajird-55	357	5	useful	useful	ADJ
ajird-55	357	6	to	to	PART
ajird-55	357	7	compensate	compensate	VERB
ajird-55	357	8	for	for	ADP
ajird-55	357	9	noise	noise	NOUN
ajird-55	357	10	gradients	gradient	NOUN
ajird-55	357	11	,	,	PUNCT
ajird-55	357	12	but	but	CCONJ
ajird-55	357	13	large	large	ADJ
ajird-55	357	14	beams	beam	NOUN
ajird-55	357	15	generally	generally	ADV
ajird-55	357	16	do	do	AUX
ajird-55	357	17	not	not	PART
ajird-55	357	18	have	have	VERB
ajird-55	357	19	much	much	ADV
ajird-55	357	20	higher	high	ADJ
ajird-55	357	21	predictive	predictive	ADJ
ajird-55	357	22	value	value	NOUN
ajird-55	357	23	than	than	ADP
ajird-55	357	24	large	large	ADJ
ajird-55	357	25	beams	beam	NOUN
ajird-55	357	26	.	.	PUNCT
ajird-55	358	1	what	what	PRON
ajird-55	358	2	if	if	SCONJ
ajird-55	358	3	we	we	PRON
ajird-55	358	4	could	could	AUX
ajird-55	358	5	get	get	VERB
ajird-55	358	6	the	the	DET
ajird-55	358	7	correct	correct	ADJ
ajird-55	358	8	mean	mean	NOUN
ajird-55	358	9	gradient	gradient	NOUN
ajird-55	358	10	for	for	ADP
ajird-55	358	11	a	a	DET
ajird-55	358	12	much	much	ADV
ajird-55	358	13	smaller	small	ADJ
ajird-55	358	14	calculation	calculation	NOUN
ajird-55	358	15	?	?	PUNCT
ajird-55	359	1	by	by	ADP
ajird-55	359	2	choosing	choose	VERB
ajird-55	359	3	random	random	ADJ
ajird-55	359	4	examples	example	NOUN
ajird-55	359	5	from	from	ADP
ajird-55	359	6	our	our	PRON
ajird-55	359	7	dataset	dataset	NOUN
ajird-55	359	8	,	,	PUNCT
ajird-55	359	9	we	we	PRON
ajird-55	359	10	were	be	AUX
ajird-55	359	11	able	able	ADJ
ajird-55	359	12	to	to	PART
ajird-55	359	13	(	(	PUNCT
ajird-55	359	14	albeit	albeit	SCONJ
ajird-55	359	15	aloud	aloud	ADJ
ajird-55	359	16	)	)	PUNCT
ajird-55	359	17	estimate	estimate	VERB
ajird-55	359	18	a	a	DET
ajird-55	359	19	high	high	ADJ
ajird-55	359	20	mean	mean	NOUN
ajird-55	359	21	from	from	ADP
ajird-55	359	22	a	a	DET
ajird-55	359	23	much	much	ADV
ajird-55	359	24	smaller	small	ADJ
ajird-55	359	25	average	average	NOUN
ajird-55	359	26	.	.	PUNCT
ajird-55	360	1	stochastic	stochastic	ADJ
ajird-55	360	2	regression	regression	NOUN
ajird-55	360	3	(	(	PUNCT
ajird-55	360	4	sgd	sgd	PROPN
ajird-55	360	5	)	)	PUNCT
ajird-55	360	6	takes	take	VERB
ajird-55	360	7	this	this	DET
ajird-55	360	8	idea	idea	NOUN
ajird-55	360	9	to	to	ADP
ajird-55	360	10	the	the	DET
ajird-55	360	11	extreme	extreme	NOUN
ajird-55	360	12	:	:	PUNCT
ajird-55	360	13	use	use	VERB
ajird-55	360	14	an	an	DET
ajird-55	360	15	example	example	NOUN
ajird-55	360	16	(	(	PUNCT
ajird-55	360	17	batch	batch	NOUN
ajird-55	360	18	size	size	NOUN
ajird-55	360	19	1	1	NUM
ajird-55	360	20	)	)	PUNCT
ajird-55	360	21	to	to	PART
ajird-55	360	22	iterate	iterate	VERB
ajird-55	360	23	.	.	PUNCT
ajird-55	361	1	sgd	sgd	PROPN
ajird-55	361	2	works	work	VERB
ajird-55	361	3	with	with	ADP
ajird-55	361	4	a	a	DET
ajird-55	361	5	large	large	ADJ
ajird-55	361	6	number	number	NOUN
ajird-55	361	7	of	of	ADP
ajird-55	361	8	iterations	iteration	NOUN
ajird-55	361	9	but	but	CCONJ
ajird-55	361	10	is	be	AUX
ajird-55	361	11	very	very	ADV
ajird-55	361	12	powerful	powerful	ADJ
ajird-55	361	13	.	.	PUNCT
ajird-55	362	1	the	the	DET
ajird-55	362	2	term	term	NOUN
ajird-55	362	3	"	"	PUNCT
ajird-55	362	4	stochastic	stochastic	NOUN
ajird-55	362	5	"	"	PUNCT
ajird-55	362	6	indicates	indicate	VERB
ajird-55	362	7	that	that	SCONJ
ajird-55	362	8	the	the	DET
ajird-55	362	9	example	example	NOUN
ajird-55	362	10	that	that	PRON
ajird-55	362	11	contains	contain	VERB
ajird-55	362	12	each	each	DET
ajird-55	362	13	batch	batch	NOUN
ajird-55	362	14	is	be	AUX
ajird-55	362	15	selected	select	VERB
ajird-55	362	16	at	at	ADP
ajird-55	362	17	random	random	ADJ
ajird-55	363	1	[	[	X
ajird-55	363	2	46	46	NUM
ajird-55	363	3	]	]	PUNCT
ajird-55	363	4	,	,	PUNCT
ajird-55	363	5	[	[	X
ajird-55	363	6	47	47	NUM
ajird-55	363	7	]	]	PUNCT
ajird-55	363	8	.	.	PUNCT
ajird-55	364	1	random	random	ADJ
ajird-55	364	2	forests	forest	NOUN
ajird-55	364	3	this	this	PRON
ajird-55	364	4	assumes	assume	VERB
ajird-55	364	5	that	that	SCONJ
ajird-55	364	6	you	you	PRON
ajird-55	364	7	are	be	AUX
ajird-55	364	8	familiar	familiar	ADJ
ajird-55	364	9	with	with	ADP
ajird-55	364	10	creating	create	VERB
ajird-55	364	11	your	your	PRON
ajird-55	364	12	own	own	ADJ
ajird-55	364	13	classification	classification	NOUN
ajird-55	364	14	tree	tree	NOUN
ajird-55	364	15	.	.	PUNCT
ajird-55	365	1	many	many	ADJ
ajird-55	365	2	tree	tree	NOUN
ajird-55	365	3	species	specie	NOUN
ajird-55	365	4	grow	grow	VERB
ajird-55	365	5	in	in	ADP
ajird-55	365	6	random	random	ADJ
ajird-55	365	7	forests	forest	NOUN
ajird-55	365	8	.	.	PUNCT
ajird-55	366	1	place	place	VERB
ajird-55	366	2	the	the	DET
ajird-55	366	3	input	input	NOUN
ajird-55	366	4	vector	vector	NOUN
ajird-55	366	5	in	in	ADP
ajird-55	366	6	each	each	DET
ajird-55	366	7	window	window	NOUN
ajird-55	366	8	in	in	ADP
ajird-55	366	9	the	the	DET
ajird-55	366	10	forest	forest	NOUN
ajird-55	366	11	to	to	PART
ajird-55	366	12	classify	classify	VERB
ajird-55	366	13	new	new	ADJ
ajird-55	366	14	features	feature	NOUN
ajird-55	366	15	based	base	VERB
ajird-55	366	16	on	on	ADP
ajird-55	366	17	the	the	DET
ajird-55	366	18	input	input	NOUN
ajird-55	366	19	vector	vector	NOUN
ajird-55	366	20	.	.	PUNCT
ajird-55	367	1	each	each	DET
ajird-55	367	2	tree	tree	NOUN
ajird-55	367	3	offers	offer	VERB
ajird-55	367	4	a	a	DET
ajird-55	367	5	classification	classification	NOUN
ajird-55	367	6	and	and	CCONJ
ajird-55	367	7	the	the	DET
ajird-55	367	8	tree	tree	NOUN
ajird-55	367	9	can	can	AUX
ajird-55	367	10	"	"	PUNCT
ajird-55	367	11	vote	vote	VERB
ajird-55	367	12	"	"	PUNCT
ajird-55	367	13	on	on	ADP
ajird-55	367	14	this	this	DET
ajird-55	367	15	category	category	NOUN
ajird-55	367	16	.	.	PUNCT
ajird-55	368	1	the	the	DET
ajird-55	368	2	forest	forest	NOUN
ajird-55	368	3	chooses	choose	VERB
ajird-55	368	4	the	the	DET
ajird-55	368	5	rank	rank	NOUN
ajird-55	368	6	with	with	ADP
ajird-55	368	7	the	the	DET
ajird-55	368	8	highest	high	ADJ
ajird-55	368	9	number	number	NOUN
ajird-55	368	10	of	of	ADP
ajird-55	368	11	votes	vote	NOUN
ajird-55	368	12	(	(	PUNCT
ajird-55	368	13	among	among	ADP
ajird-55	368	14	all	all	DET
ajird-55	368	15	trees	tree	NOUN
ajird-55	368	16	in	in	ADP
ajird-55	368	17	the	the	DET
ajird-55	368	18	forest	forest	NOUN
ajird-55	368	19	)	)	PUNCT
ajird-55	368	20	.	.	PUNCT
ajird-55	369	1	to	to	PART
ajird-55	369	2	understand	understand	VERB
ajird-55	369	3	and	and	CCONJ
ajird-55	369	4	use	use	VERB
ajird-55	369	5	different	different	ADJ
ajird-55	369	6	parameters	parameter	NOUN
ajird-55	369	7	,	,	PUNCT
ajird-55	369	8	it	it	PRON
ajird-55	369	9	is	be	AUX
ajird-55	369	10	helpful	helpful	ADJ
ajird-55	369	11	to	to	PART
ajird-55	369	12	know	know	VERB
ajird-55	369	13	more	more	ADJ
ajird-55	369	14	about	about	ADP
ajird-55	369	15	how	how	SCONJ
ajird-55	369	16	they	they	PRON
ajird-55	369	17	are	be	AUX
ajird-55	369	18	calculated	calculate	VERB
ajird-55	369	19	.	.	PUNCT
ajird-55	370	1	most	most	ADJ
ajird-55	370	2	of	of	ADP
ajird-55	370	3	the	the	DET
ajird-55	370	4	setup	setup	NOUN
ajird-55	370	5	is	be	AUX
ajird-55	370	6	based	base	VERB
ajird-55	370	7	on	on	ADP
ajird-55	370	8	2	2	NUM
ajird-55	370	9	data	datum	NOUN
ajird-55	370	10	objects	object	NOUN
ajird-55	370	11	generated	generate	VERB
ajird-55	370	12	from	from	ADP
ajird-55	370	13	a	a	DET
ajird-55	370	14	random	random	ADJ
ajird-55	370	15	forest	forest	NOUN
ajird-55	370	16	.	.	PUNCT
ajird-55	371	1	if	if	SCONJ
ajird-55	371	2	the	the	DET
ajird-55	371	3	training	training	NOUN
ajird-55	371	4	set	set	NOUN
ajird-55	371	5	is	be	AUX
ajird-55	371	6	removed	remove	VERB
ajird-55	371	7	from	from	ADP
ajird-55	371	8	the	the	DET
ajird-55	371	9	current	current	ADJ
ajird-55	371	10	tree	tree	NOUN
ajird-55	371	11	using	use	VERB
ajird-55	371	12	an	an	DET
ajird-55	371	13	alternate	alternate	ADJ
ajird-55	371	14	model	model	NOUN
ajird-55	371	15	,	,	PUNCT
ajird-55	371	16	approximately	approximately	ADV
ajird-55	371	17	one	one	NUM
ajird-55	371	18	-	-	PUNCT
ajird-55	371	19	third	third	NOUN
ajird-55	371	20	of	of	ADP
ajird-55	371	21	the	the	DET
ajird-55	371	22	cases	case	NOUN
ajird-55	371	23	will	will	AUX
ajird-55	371	24	be	be	AUX
ajird-55	371	25	excluded	exclude	VERB
ajird-55	371	26	from	from	ADP
ajird-55	371	27	the	the	DET
ajird-55	371	28	sample	sample	NOUN
ajird-55	371	29	.	.	PUNCT
ajird-55	372	1	this	this	DET
ajird-55	372	2	collected	collect	VERB
ajird-55	372	3	data	datum	NOUN
ajird-55	372	4	is	be	AUX
ajird-55	372	5	used	use	VERB
ajird-55	372	6	to	to	ADP
ajird-55	372	7	objectively	objectively	ADV
ajird-55	372	8	american	american	ADJ
ajird-55	372	9	journal	journal	PROPN
ajird-55	372	10	of	of	ADP
ajird-55	372	11	interdisciplinary	interdisciplinary	ADJ
ajird-55	372	12	research	research	NOUN
ajird-55	372	13	and	and	CCONJ
ajird-55	372	14	development	development	NOUN
ajird-55	372	15	issn	issn	PROPN
ajird-55	372	16	online	online	NOUN
ajird-55	372	17	:	:	PUNCT
ajird-55	372	18	2771	2771	NUM
ajird-55	372	19	-	-	SYM
ajird-55	372	20	8948	8948	NUM
ajird-55	372	21	website	website	NOUN
ajird-55	372	22	:	:	PUNCT
ajird-55	372	23	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-55	372	24	volume	volume	NOUN
ajird-55	372	25	04	04	NUM
ajird-55	372	26	,	,	PUNCT
ajird-55	372	27	may	may	AUX
ajird-55	372	28	,	,	PUNCT
ajird-55	372	29	2022	2022	NUM
ajird-55	372	30	96	96	NUM
ajird-55	373	1	|	|	ADV
ajird-55	373	2	p	p	ADP
ajird-55	373	3	a	a	DET
ajird-55	373	4	g	g	NOUN
ajird-55	373	5	e	e	NOUN
ajird-55	373	6	assess	assess	NOUN
ajird-55	373	7	classification	classification	NOUN
ajird-55	373	8	errors	error	NOUN
ajird-55	373	9	when	when	SCONJ
ajird-55	373	10	adding	add	VERB
ajird-55	373	11	trees	tree	NOUN
ajird-55	373	12	to	to	ADP
ajird-55	373	13	the	the	DET
ajird-55	373	14	forest	forest	NOUN
ajird-55	373	15	.	.	PUNCT
ajird-55	374	1	it	it	PRON
ajird-55	374	2	is	be	AUX
ajird-55	374	3	also	also	ADV
ajird-55	374	4	used	use	VERB
ajird-55	374	5	to	to	PART
ajird-55	374	6	get	get	VERB
ajird-55	374	7	estimates	estimate	NOUN
ajird-55	374	8	of	of	ADP
ajird-55	374	9	various	various	ADJ
ajird-55	374	10	values	value	NOUN
ajird-55	374	11	.	.	PUNCT
ajird-55	375	1	after	after	SCONJ
ajird-55	375	2	each	each	DET
ajird-55	375	3	tree	tree	NOUN
ajird-55	375	4	is	be	AUX
ajird-55	375	5	created	create	VERB
ajird-55	375	6	,	,	PUNCT
ajird-55	375	7	all	all	DET
ajird-55	375	8	tree	tree	NOUN
ajird-55	375	9	data	datum	NOUN
ajird-55	375	10	and	and	CCONJ
ajird-55	375	11	calculated	calculate	VERB
ajird-55	375	12	similarities	similarity	NOUN
ajird-55	375	13	are	be	AUX
ajird-55	375	14	run	run	VERB
ajird-55	375	15	for	for	ADP
ajird-55	375	16	each	each	DET
ajird-55	375	17	pair	pair	NOUN
ajird-55	375	18	of	of	ADP
ajird-55	375	19	observations	observation	NOUN
ajird-55	375	20	.	.	PUNCT
ajird-55	376	1	if	if	SCONJ
ajird-55	376	2	two	two	NUM
ajird-55	376	3	states	state	NOUN
ajird-55	376	4	occupy	occupy	VERB
ajird-55	376	5	the	the	DET
ajird-55	376	6	same	same	ADJ
ajird-55	376	7	endpoint	endpoint	NOUN
ajird-55	376	8	,	,	PUNCT
ajird-55	376	9	the	the	DET
ajird-55	376	10	convergence	convergence	NOUN
ajird-55	376	11	increases	increase	VERB
ajird-55	376	12	by	by	ADP
ajird-55	376	13	one	one	NUM
ajird-55	376	14	.	.	PUNCT
ajird-55	377	1	at	at	ADP
ajird-55	377	2	the	the	DET
ajird-55	377	3	end	end	NOUN
ajird-55	377	4	of	of	ADP
ajird-55	377	5	the	the	DET
ajird-55	377	6	analysis	analysis	NOUN
ajird-55	377	7	,	,	PUNCT
ajird-55	377	8	it	it	PRON
ajird-55	377	9	is	be	AUX
ajird-55	377	10	normalized	normalize	VERB
ajird-55	377	11	by	by	ADP
ajird-55	377	12	dividing	divide	VERB
ajird-55	377	13	by	by	ADP
ajird-55	377	14	the	the	DET
ajird-55	377	15	number	number	NOUN
ajird-55	377	16	in	in	ADP
ajird-55	377	17	the	the	DET
ajird-55	377	18	similarity	similarity	NOUN
ajird-55	377	19	tree	tree	NOUN
ajird-55	377	20	.	.	PUNCT
ajird-55	378	1	the	the	DET
ajird-55	378	2	technique	technique	NOUN
ajird-55	378	3	is	be	AUX
ajird-55	378	4	used	use	VERB
ajird-55	378	5	to	to	PART
ajird-55	378	6	create	create	VERB
ajird-55	378	7	a	a	DET
ajird-55	378	8	small	small	ADJ
ajird-55	378	9	and	and	CCONJ
ajird-55	378	10	attractive	attractive	ADJ
ajird-55	378	11	data	datum	NOUN
ajird-55	378	12	representation	representation	NOUN
ajird-55	378	13	that	that	PRON
ajird-55	378	14	replaces	replace	VERB
ajird-55	378	15	missing	miss	VERB
ajird-55	378	16	data	datum	NOUN
ajird-55	378	17	and	and	CCONJ
ajird-55	378	18	detects	detect	NOUN
ajird-55	378	19	anomalies	anomaly	NOUN
ajird-55	378	20	[	[	X
ajird-55	378	21	48	48	NUM
ajird-55	378	22	]	]	PUNCT
ajird-55	378	23	.	.	PUNCT
ajird-55	379	1	discriminant	discriminant	ADJ
ajird-55	379	2	analysis	analysis	NOUN
ajird-55	379	3	(	(	PUNCT
ajird-55	379	4	da	da	NOUN
ajird-55	379	5	)	)	PUNCT
ajird-55	379	6	the	the	DET
ajird-55	379	7	discriminant	discriminant	ADJ
ajird-55	379	8	analysis	analysis	NOUN
ajird-55	379	9	(	(	PUNCT
ajird-55	379	10	da	da	NOUN
ajird-55	379	11	)	)	PUNCT
ajird-55	379	12	is	be	AUX
ajird-55	379	13	mentioned	mention	VERB
ajird-55	379	14	often	often	ADV
ajird-55	379	15	.	.	PUNCT
ajird-55	380	1	compare	compare	VERB
ajird-55	380	2	with	with	ADP
ajird-55	380	3	other	other	ADJ
ajird-55	380	4	credit	credit	NOUN
ajird-55	380	5	check	check	NOUN
ajird-55	380	6	methods	method	NOUN
ajird-55	380	7	.	.	PUNCT
ajird-55	381	1	this	this	DET
ajird-55	381	2	approach	approach	NOUN
ajird-55	381	3	is	be	AUX
ajird-55	381	4	a	a	DET
ajird-55	381	5	classification	classification	NOUN
ajird-55	381	6	.	.	PUNCT
ajird-55	382	1	the	the	DET
ajird-55	382	2	criteria	criterion	NOUN
ajird-55	382	3	are	be	AUX
ajird-55	382	4	based	base	VERB
ajird-55	382	5	on	on	ADP
ajird-55	382	6	instances	instance	NOUN
ajird-55	382	7	with	with	ADP
ajird-55	382	8	known	know	VERB
ajird-55	382	9	categories	category	NOUN
ajird-55	382	10	and	and	CCONJ
ajird-55	382	11	predictions	prediction	NOUN
ajird-55	382	12	of	of	ADP
ajird-55	382	13	unknown	unknown	ADJ
ajird-55	382	14	categories	category	NOUN
ajird-55	382	15	based	base	VERB
ajird-55	382	16	on	on	ADP
ajird-55	382	17	these	these	DET
ajird-55	382	18	criteria	criterion	NOUN
ajird-55	382	19	.	.	PUNCT
ajird-55	383	1	da	da	PROPN
ajird-55	383	2	is	be	AUX
ajird-55	383	3	parametric	parametric	ADJ
ajird-55	383	4	or	or	CCONJ
ajird-55	383	5	non	non	ADJ
ajird-55	383	6	-	-	ADJ
ajird-55	383	7	parametric	parametric	ADJ
ajird-55	383	8	.	.	PUNCT
ajird-55	384	1	parametric	parametric	ADJ
ajird-55	384	2	ad	ad	NOUN
ajird-55	384	3	builds	build	VERB
ajird-55	384	4	a	a	DET
ajird-55	384	5	model	model	NOUN
ajird-55	384	6	with	with	ADP
ajird-55	384	7	some	some	DET
ajird-55	384	8	assumptions	assumption	NOUN
ajird-55	384	9	about	about	ADP
ajird-55	384	10	the	the	DET
ajird-55	384	11	distribution	distribution	NOUN
ajird-55	384	12	of	of	ADP
ajird-55	384	13	instances	instance	NOUN
ajird-55	384	14	(	(	PUNCT
ajird-55	384	15	e.g.	e.g.	ADV
ajird-55	384	16	a	a	DET
ajird-55	384	17	normal	normal	ADJ
ajird-55	384	18	distribution	distribution	NOUN
ajird-55	384	19	)	)	PUNCT
ajird-55	384	20	.	.	PUNCT
ajird-55	385	1	however	however	ADV
ajird-55	385	2	,	,	PUNCT
ajird-55	385	3	the	the	DET
ajird-55	385	4	model	model	NOUN
ajird-55	385	5	is	be	AUX
ajird-55	385	6	unbalanced	unbalanced	ADJ
ajird-55	385	7	due	due	ADP
ajird-55	385	8	to	to	ADP
ajird-55	385	9	the	the	DET
ajird-55	385	10	unobservable	unobservable	ADJ
ajird-55	385	11	distribution	distribution	NOUN
ajird-55	385	12	.	.	PUNCT
ajird-55	386	1	this	this	DET
ajird-55	386	2	parametric	parametric	ADJ
ajird-55	386	3	da	da	PROPN
ajird-55	386	4	is	be	AUX
ajird-55	386	5	not	not	PART
ajird-55	386	6	very	very	ADV
ajird-55	386	7	common	common	ADJ
ajird-55	386	8	and	and	CCONJ
ajird-55	386	9	da	da	NOUN
ajird-55	386	10	performance	performance	NOUN
ajird-55	386	11	is	be	AUX
ajird-55	386	12	poor	poor	ADJ
ajird-55	386	13	compared	compare	VERB
ajird-55	386	14	to	to	ADP
ajird-55	386	15	nonlinear	nonlinear	ADJ
ajird-55	386	16	da	da	PROPN
ajird-55	386	17	problems	problem	NOUN
ajird-55	386	18	.	.	PUNCT
ajird-55	387	1	in	in	ADP
ajird-55	387	2	contrast	contrast	NOUN
ajird-55	387	3	,	,	PUNCT
ajird-55	387	4	there	there	PRON
ajird-55	387	5	is	be	VERB
ajird-55	387	6	a	a	DET
ajird-55	387	7	non	non	ADJ
ajird-55	387	8	-	-	ADJ
ajird-55	387	9	parametric	parametric	ADJ
ajird-55	387	10	ad	ad	NOUN
ajird-55	387	11	in	in	ADP
ajird-55	387	12	the	the	DET
ajird-55	387	13	context	context	NOUN
ajird-55	387	14	of	of	ADP
ajird-55	387	15	a	a	DET
ajird-55	387	16	credit	credit	NOUN
ajird-55	387	17	rating	rating	NOUN
ajird-55	387	18	.	.	PUNCT
ajird-55	388	1	this	this	DET
ajird-55	388	2	approach	approach	NOUN
ajird-55	388	3	examines	examine	VERB
ajird-55	388	4	the	the	DET
ajird-55	388	5	distribution	distribution	NOUN
ajird-55	388	6	of	of	ADP
ajird-55	388	7	instances	instance	NOUN
ajird-55	388	8	using	use	VERB
ajird-55	388	9	nonparametric	nonparametric	NOUN
ajird-55	388	10	constructs	construct	NOUN
ajird-55	388	11	and	and	CCONJ
ajird-55	388	12	methods	method	NOUN
ajird-55	388	13	.	.	PUNCT
ajird-55	389	1	classification	classification	NOUN
ajird-55	389	2	criteria	criterion	NOUN
ajird-55	389	3	therefore	therefore	ADV
ajird-55	389	4	the	the	DET
ajird-55	389	5	results	result	NOUN
ajird-55	389	6	of	of	ADP
ajird-55	389	7	the	the	DET
ajird-55	389	8	nonparametric	nonparametric	NOUN
ajird-55	389	9	ad	ad	NOUN
ajird-55	389	10	are	be	AUX
ajird-55	389	11	more	more	ADV
ajird-55	389	12	robust	robust	ADJ
ajird-55	389	13	[	[	X
ajird-55	389	14	50	50	NUM
ajird-55	389	15	]	]	PUNCT
ajird-55	389	16	.	.	PUNCT
ajird-55	390	1	optimization	optimization	NOUN
ajird-55	390	2	algorithms	algorithm	NOUN
ajird-55	390	3	optimization	optimization	NOUN
ajird-55	390	4	is	be	AUX
ajird-55	390	5	everywhere	everywhere	ADV
ajird-55	390	6	and	and	CCONJ
ajird-55	390	7	therefore	therefore	ADV
ajird-55	390	8	it	it	PRON
ajird-55	390	9	is	be	AUX
ajird-55	390	10	a	a	DET
ajird-55	390	11	broadband	broadband	NOUN
ajird-55	390	12	paradigm	paradigm	NOUN
ajird-55	390	13	.	.	PUNCT
ajird-55	391	1	applications	application	NOUN
ajird-55	391	2	we	we	PRON
ajird-55	391	3	are	be	AUX
ajird-55	391	4	still	still	ADV
ajird-55	391	5	testing	test	VERB
ajird-55	391	6	almost	almost	ADV
ajird-55	391	7	all	all	PRON
ajird-55	391	8	technical	technical	ADJ
ajird-55	391	9	and	and	CCONJ
ajird-55	391	10	industrial	industrial	ADJ
ajird-55	391	11	applications	application	NOUN
ajird-55	391	12	.	.	PUNCT
ajird-55	392	1	optimize	optimize	VERB
ajird-55	392	2	anything	anything	PRON
ajird-55	392	3	to	to	PART
ajird-55	392	4	minimize	minimize	VERB
ajird-55	392	5	and	and	CCONJ
ajird-55	392	6	maximize	maximize	VERB
ajird-55	392	7	costs	cost	NOUN
ajird-55	392	8	and	and	CCONJ
ajird-55	392	9	energy	energy	NOUN
ajird-55	392	10	consumption	consumption	NOUN
ajird-55	392	11	.	.	PUNCT
ajird-55	393	1	profit	profit	NOUN
ajird-55	393	2	,	,	PUNCT
ajird-55	393	3	production	production	NOUN
ajird-55	393	4	,	,	PUNCT
ajird-55	393	5	productivity	productivity	NOUN
ajird-55	393	6	and	and	CCONJ
ajird-55	393	7	efficiency	efficiency	NOUN
ajird-55	393	8	.	.	PUNCT
ajird-55	394	1	in	in	ADP
ajird-55	394	2	fact	fact	NOUN
ajird-55	394	3	,	,	PUNCT
ajird-55	394	4	resources	resource	NOUN
ajird-55	394	5	,	,	PUNCT
ajird-55	394	6	time	time	NOUN
ajird-55	394	7	and	and	CCONJ
ajird-55	394	8	money	money	NOUN
ajird-55	394	9	are	be	AUX
ajird-55	394	10	always	always	ADV
ajird-55	394	11	limited	limited	ADJ
ajird-55	394	12	.	.	PUNCT
ajird-55	395	1	therefore	therefore	ADV
ajird-55	395	2	,	,	PUNCT
ajird-55	395	3	in	in	ADP
ajird-55	395	4	practice	practice	NOUN
ajird-55	395	5	,	,	PUNCT
ajird-55	395	6	optimization	optimization	NOUN
ajird-55	395	7	is	be	AUX
ajird-55	395	8	much	much	ADV
ajird-55	395	9	more	more	ADV
ajird-55	395	10	important	important	ADJ
ajird-55	395	11	.	.	PUNCT
ajird-55	396	1	optimal	optimal	ADJ
ajird-55	396	2	use	use	NOUN
ajird-55	396	3	of	of	ADP
ajird-55	396	4	all	all	DET
ajird-55	396	5	kinds	kind	NOUN
ajird-55	396	6	of	of	ADP
ajird-55	396	7	available	available	ADJ
ajird-55	396	8	resources	resource	NOUN
ajird-55	396	9	requires	require	VERB
ajird-55	396	10	a	a	DET
ajird-55	396	11	paradigm	paradigm	NOUN
ajird-55	396	12	shift	shift	NOUN
ajird-55	396	13	in	in	ADP
ajird-55	396	14	scientific	scientific	ADJ
ajird-55	396	15	thinking	thinking	NOUN
ajird-55	396	16	,	,	PUNCT
ajird-55	396	17	since	since	SCONJ
ajird-55	396	18	most	most	ADJ
ajird-55	396	19	realworld	realworld	PROPN
ajird-55	396	20	applications	application	NOUN
ajird-55	396	21	are	be	AUX
ajird-55	396	22	much	much	ADV
ajird-55	396	23	more	more	ADV
ajird-55	396	24	complex	complex	ADJ
ajird-55	396	25	factors	factor	NOUN
ajird-55	396	26	and	and	CCONJ
ajird-55	396	27	parameters	parameter	NOUN
ajird-55	396	28	that	that	PRON
ajird-55	396	29	affect	affect	VERB
ajird-55	396	30	the	the	DET
ajird-55	396	31	behavior	behavior	NOUN
ajird-55	396	32	of	of	ADP
ajird-55	396	33	the	the	DET
ajird-55	396	34	system	system	NOUN
ajird-55	396	35	.	.	PUNCT
ajird-55	397	1	modern	modern	ADJ
ajird-55	397	2	technical	technical	ADJ
ajird-55	397	3	design	design	NOUN
ajird-55	397	4	relies	rely	VERB
ajird-55	397	5	heavily	heavily	ADV
ajird-55	397	6	on	on	ADP
ajird-55	397	7	computer	computer	NOUN
ajird-55	397	8	modeling	modeling	NOUN
ajird-55	397	9	.	.	PUNCT
ajird-55	398	1	these	these	DET
ajird-55	398	2	this	this	PRON
ajird-55	398	3	leads	lead	VERB
ajird-55	398	4	to	to	ADP
ajird-55	398	5	further	further	ADJ
ajird-55	398	6	optimization	optimization	NOUN
ajird-55	398	7	difficulties	difficulty	NOUN
ajird-55	398	8	.	.	PUNCT
ajird-55	399	1	growing	grow	VERB
ajird-55	399	2	demand	demand	NOUN
ajird-55	399	3	for	for	ADP
ajird-55	399	4	precision	precision	NOUN
ajird-55	399	5	electronics	electronic	NOUN
ajird-55	399	6	.	.	PUNCT
ajird-55	400	1	the	the	DET
ajird-55	400	2	growing	grow	VERB
ajird-55	400	3	complexity	complexity	NOUN
ajird-55	400	4	of	of	ADP
ajird-55	400	5	projects	project	NOUN
ajird-55	400	6	and	and	CCONJ
ajird-55	400	7	systems	system	NOUN
ajird-55	400	8	leads	lead	VERB
ajird-55	400	9	to	to	ADP
ajird-55	400	10	a	a	DET
ajird-55	400	11	modeling	modeling	NOUN
ajird-55	400	12	process	process	NOUN
ajird-55	400	13	.	.	PUNCT
ajird-55	401	1	more	more	ADJ
ajird-55	401	2	and	and	CCONJ
ajird-55	401	3	more	more	ADJ
ajird-55	401	4	time	time	NOUN
ajird-55	401	5	.	.	PUNCT
ajird-55	402	1	evaluation	evaluation	NOUN
ajird-55	402	2	of	of	ADP
ajird-55	402	3	a	a	DET
ajird-55	402	4	project	project	NOUN
ajird-55	402	5	in	in	ADP
ajird-55	402	6	many	many	ADJ
ajird-55	402	7	areas	area	NOUN
ajird-55	402	8	of	of	ADP
ajird-55	402	9	mechanical	mechanical	ADJ
ajird-55	402	10	engineering	engineering	NOUN
ajird-55	402	11	.	.	PUNCT
ajird-55	403	1	this	this	PRON
ajird-55	403	2	can	can	AUX
ajird-55	403	3	take	take	VERB
ajird-55	403	4	several	several	ADJ
ajird-55	403	5	days	day	NOUN
ajird-55	403	6	or	or	CCONJ
ajird-55	403	7	even	even	ADV
ajird-55	403	8	weeks	week	NOUN
ajird-55	403	9	.	.	PUNCT
ajird-55	404	1	any	any	DET
ajird-55	404	2	method	method	NOUN
ajird-55	404	3	that	that	PRON
ajird-55	404	4	can	can	AUX
ajird-55	404	5	speed	speed	VERB
ajird-55	404	6	up	up	ADP
ajird-55	404	7	the	the	DET
ajird-55	404	8	simulation	simulation	NOUN
ajird-55	404	9	.	.	PUNCT
ajird-55	405	1	the	the	DET
ajird-55	405	2	optimization	optimization	NOUN
ajird-55	405	3	process	process	NOUN
ajird-55	405	4	and	and	CCONJ
ajird-55	405	5	time	time	NOUN
ajird-55	405	6	can	can	AUX
ajird-55	405	7	save	save	VERB
ajird-55	405	8	time	time	NOUN
ajird-55	405	9	and	and	CCONJ
ajird-55	405	10	cost	cost	VERB
ajird-55	405	11	[	[	X
ajird-55	405	12	52	52	NUM
ajird-55	405	13	]	]	PUNCT
ajird-55	405	14	,	,	PUNCT
ajird-55	405	15	[	[	X
ajird-55	405	16	53	53	NUM
ajird-55	405	17	]	]	PUNCT
ajird-55	405	18	.	.	PUNCT
ajird-55	406	1	bayesian	bayesian	NOUN
ajird-55	406	2	optimization	optimization	NOUN
ajird-55	406	3	algorithm	algorithm	NOUN
ajird-55	406	4	(	(	PUNCT
ajird-55	406	5	boa	boa	NOUN
ajird-55	406	6	)	)	PUNCT
ajird-55	406	7	bayesian	bayesian	NOUN
ajird-55	406	8	optimization	optimization	NOUN
ajird-55	406	9	is	be	AUX
ajird-55	406	10	a	a	DET
ajird-55	406	11	sequential	sequential	ADJ
ajird-55	406	12	design	design	NOUN
ajird-55	406	13	strategy	strategy	NOUN
ajird-55	406	14	for	for	ADP
ajird-55	406	15	global	global	ADJ
ajird-55	406	16	optimization	optimization	NOUN
ajird-55	406	17	of	of	ADP
ajird-55	406	18	black	black	ADJ
ajird-55	406	19	-	-	PUNCT
ajird-55	406	20	box	box	NOUN
ajird-55	406	21	functions	function	NOUN
ajird-55	406	22	that	that	PRON
ajird-55	406	23	does	do	AUX
ajird-55	406	24	not	not	PART
ajird-55	406	25	assume	assume	VERB
ajird-55	406	26	any	any	DET
ajird-55	406	27	functional	functional	ADJ
ajird-55	406	28	forms	form	NOUN
ajird-55	406	29	[	[	X
ajird-55	406	30	54,55	54,55	X
ajird-55	406	31	]	]	PUNCT
ajird-55	406	32	.	.	PUNCT
ajird-55	407	1	it	it	PRON
ajird-55	407	2	is	be	AUX
ajird-55	407	3	usually	usually	ADV
ajird-55	407	4	employed	employ	VERB
ajird-55	407	5	to	to	PART
ajird-55	407	6	optimize	optimize	VERB
ajird-55	407	7	expensive	expensive	ADJ
ajird-55	407	8	-	-	PUNCT
ajird-55	407	9	to	to	AUX
ajird-55	407	10	-	-	PUNCT
ajird-55	407	11	evaluate	evaluate	VERB
ajird-55	407	12	functions	function	NOUN
ajird-55	407	13	.	.	PUNCT
ajird-55	408	1	bayesian	bayesian	NOUN
ajird-55	408	2	optimization	optimization	NOUN
ajird-55	408	3	is	be	AUX
ajird-55	408	4	typically	typically	ADV
ajird-55	408	5	used	use	VERB
ajird-55	408	6	on	on	ADP
ajird-55	408	7	problems	problem	NOUN
ajird-55	408	8	of	of	ADP
ajird-55	408	9	the	the	DET
ajird-55	408	10	form	form	NOUN
ajird-55	408	11	american	american	PROPN
ajird-55	408	12	journal	journal	PROPN
ajird-55	408	13	of	of	ADP
ajird-55	408	14	interdisciplinary	interdisciplinary	ADJ
ajird-55	408	15	research	research	NOUN
ajird-55	408	16	and	and	CCONJ
ajird-55	408	17	development	development	NOUN
ajird-55	408	18	issn	issn	PROPN
ajird-55	408	19	online	online	NOUN
ajird-55	408	20	:	:	PUNCT
ajird-55	408	21	2771	2771	NUM
ajird-55	408	22	-	-	SYM
ajird-55	408	23	8948	8948	NUM
ajird-55	408	24	website	website	NOUN
ajird-55	408	25	:	:	PUNCT
ajird-55	408	26	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-55	408	27	volume	volume	NOUN
ajird-55	408	28	04	04	NUM
ajird-55	408	29	,	,	PUNCT
ajird-55	408	30	may	may	AUX
ajird-55	408	31	,	,	PUNCT
ajird-55	408	32	2022	2022	NUM
ajird-55	408	33	97	97	NUM
ajird-55	409	1	|	|	ADV
ajird-55	409	2	p	p	NOUN
ajird-55	409	3	a	a	DET
ajird-55	409	4	g	g	NOUN
ajird-55	409	5	e	e	NOUN
ajird-55	409	6	𝑚𝑎𝑥𝑥∈𝐴𝑓(𝑥	𝑚𝑎𝑥𝑥∈𝐴𝑓(𝑥	NOUN
ajird-55	409	7	)	)	PUNCT
ajird-55	409	8	,	,	PUNCT
ajird-55	409	9	where	where	SCONJ
ajird-55	409	10	𝐴	𝐴	PROPN
ajird-55	409	11	is	be	AUX
ajird-55	409	12	a	a	DET
ajird-55	409	13	set	set	NOUN
ajird-55	409	14	of	of	ADP
ajird-55	409	15	points	point	NOUN
ajird-55	409	16	whose	whose	DET
ajird-55	409	17	membership	membership	NOUN
ajird-55	409	18	can	can	AUX
ajird-55	409	19	easily	easily	ADV
ajird-55	409	20	be	be	AUX
ajird-55	409	21	evaluated	evaluate	VERB
ajird-55	409	22	.	.	PUNCT
ajird-55	410	1	bayesian	bayesian	NOUN
ajird-55	410	2	optimization	optimization	NOUN
ajird-55	410	3	is	be	AUX
ajird-55	410	4	particularly	particularly	ADV
ajird-55	410	5	advantageous	advantageous	ADJ
ajird-55	410	6	for	for	ADP
ajird-55	410	7	problems	problem	NOUN
ajird-55	410	8	where	where	SCONJ
ajird-55	410	9	𝑓(𝑥	𝑓(𝑥	NOUN
ajird-55	410	10	)	)	PUNCT
ajird-55	410	11	is	be	AUX
ajird-55	410	12	difficult	difficult	ADJ
ajird-55	410	13	to	to	PART
ajird-55	410	14	evaluate	evaluate	VERB
ajird-55	410	15	,	,	PUNCT
ajird-55	410	16	is	be	AUX
ajird-55	410	17	a	a	DET
ajird-55	410	18	black	black	ADJ
ajird-55	410	19	box	box	NOUN
ajird-55	410	20	with	with	ADP
ajird-55	410	21	some	some	DET
ajird-55	410	22	unknown	unknown	ADJ
ajird-55	410	23	structure	structure	NOUN
ajird-55	410	24	,	,	PUNCT
ajird-55	410	25	relies	rely	VERB
ajird-55	410	26	upon	upon	SCONJ
ajird-55	410	27	less	less	ADJ
ajird-55	410	28	than	than	ADP
ajird-55	410	29	20	20	NUM
ajird-55	410	30	dimensions	dimension	NOUN
ajird-55	410	31	,	,	PUNCT
ajird-55	410	32	and	and	CCONJ
ajird-55	410	33	where	where	SCONJ
ajird-55	410	34	derivatives	derivative	NOUN
ajird-55	410	35	are	be	AUX
ajird-55	410	36	not	not	PART
ajird-55	410	37	evaluated	evaluate	VERB
ajird-55	410	38	.	.	PUNCT
ajird-55	411	1	since	since	SCONJ
ajird-55	411	2	the	the	DET
ajird-55	411	3	objective	objective	ADJ
ajird-55	411	4	function	function	NOUN
ajird-55	411	5	is	be	AUX
ajird-55	411	6	unknown	unknown	ADJ
ajird-55	411	7	,	,	PUNCT
ajird-55	411	8	the	the	DET
ajird-55	411	9	bayesian	bayesian	NOUN
ajird-55	411	10	strategy	strategy	NOUN
ajird-55	411	11	consists	consist	VERB
ajird-55	411	12	of	of	ADP
ajird-55	411	13	treating	treat	VERB
ajird-55	411	14	it	it	PRON
ajird-55	411	15	as	as	ADP
ajird-55	411	16	a	a	DET
ajird-55	411	17	random	random	ADJ
ajird-55	411	18	function	function	NOUN
ajird-55	411	19	and	and	CCONJ
ajird-55	411	20	placing	place	VERB
ajird-55	411	21	it	it	PRON
ajird-55	411	22	a	a	DET
ajird-55	411	23	priori	priori	NOUN
ajird-55	411	24	on	on	ADP
ajird-55	411	25	it	it	PRON
ajird-55	411	26	.	.	PUNCT
ajird-55	412	1	the	the	DET
ajird-55	412	2	previous	previous	ADJ
ajird-55	412	3	one	one	NUM
ajird-55	412	4	captures	capture	VERB
ajird-55	412	5	ideas	idea	NOUN
ajird-55	412	6	about	about	ADP
ajird-55	412	7	the	the	DET
ajird-55	412	8	behavior	behavior	NOUN
ajird-55	412	9	of	of	ADP
ajird-55	412	10	a	a	DET
ajird-55	412	11	function	function	NOUN
ajird-55	412	12	.	.	PUNCT
ajird-55	413	1	after	after	ADP
ajird-55	413	2	collecting	collect	VERB
ajird-55	413	3	estimates	estimate	NOUN
ajird-55	413	4	of	of	ADP
ajird-55	413	5	the	the	DET
ajird-55	413	6	functions	function	NOUN
ajird-55	413	7	considered	consider	VERB
ajird-55	413	8	data	datum	NOUN
ajird-55	413	9	,	,	PUNCT
ajird-55	413	10	the	the	DET
ajird-55	413	11	previous	previous	ADJ
ajird-55	413	12	ones	one	NOUN
ajird-55	413	13	are	be	AUX
ajird-55	413	14	updated	update	VERB
ajird-55	413	15	to	to	PART
ajird-55	413	16	create	create	VERB
ajird-55	413	17	a	a	DET
ajird-55	413	18	background	background	NOUN
ajird-55	413	19	distribution	distribution	NOUN
ajird-55	413	20	for	for	ADP
ajird-55	413	21	the	the	DET
ajird-55	413	22	objective	objective	ADJ
ajird-55	413	23	function	function	NOUN
ajird-55	413	24	.	.	PUNCT
ajird-55	414	1	after	after	ADP
ajird-55	414	2	the	the	DET
ajird-55	414	3	submission	submission	NOUN
ajird-55	414	4	,	,	PUNCT
ajird-55	414	5	a	a	DET
ajird-55	414	6	data	data	NOUN
ajird-55	414	7	collection	collection	NOUN
ajird-55	414	8	function	function	NOUN
ajird-55	414	9	is	be	AUX
ajird-55	414	10	created	create	VERB
ajird-55	414	11	(	(	PUNCT
ajird-55	414	12	often	often	ADV
ajird-55	414	13	called	call	VERB
ajird-55	414	14	a	a	DET
ajird-55	414	15	padding	padding	NOUN
ajird-55	414	16	criterion	criterion	NOUN
ajird-55	414	17	)	)	PUNCT
ajird-55	414	18	that	that	SCONJ
ajird-55	414	19	in	in	ADP
ajird-55	414	20	turn	turn	NOUN
ajird-55	414	21	determines	determine	VERB
ajird-55	414	22	the	the	DET
ajird-55	414	23	next	next	ADJ
ajird-55	414	24	polling	polling	NOUN
ajird-55	414	25	point	point	NOUN
ajird-55	414	26	.	.	PUNCT
ajird-55	415	1	a	a	DET
ajird-55	415	2	new	new	ADJ
ajird-55	415	3	software	software	NOUN
ajird-55	415	4	cost	cost	NOUN
ajird-55	415	5	estimation	estimation	NOUN
ajird-55	415	6	framework	framework	NOUN
ajird-55	415	7	based	base	VERB
ajird-55	415	8	onsvm	onsvm	ADV
ajird-55	415	9	and	and	CCONJ
ajird-55	415	10	boa	boa	VERB
ajird-55	415	11	in	in	ADP
ajird-55	415	12	this	this	DET
ajird-55	415	13	section	section	NOUN
ajird-55	415	14	,	,	PUNCT
ajird-55	415	15	new	new	ADJ
ajird-55	415	16	framework	framework	NOUN
ajird-55	415	17	based	base	VERB
ajird-55	415	18	on	on	ADP
ajird-55	415	19	bayes	bayes	PROPN
ajird-55	415	20	naïve	naïve	ADJ
ajird-55	415	21	and	and	CCONJ
ajird-55	415	22	factor	factor	NOUN
ajird-55	415	23	analysis	analysis	NOUN
ajird-55	415	24	applied	apply	VERB
ajird-55	415	25	for	for	ADP
ajird-55	415	26	software	software	NOUN
ajird-55	415	27	cost	cost	NOUN
ajird-55	415	28	estimation	estimation	NOUN
ajird-55	415	29	predication	predication	NOUN
ajird-55	415	30	.	.	PUNCT
ajird-55	416	1	the	the	DET
ajird-55	416	2	boa	boa	PROPN
ajird-55	416	3	applied	apply	VERB
ajird-55	416	4	to	to	PART
ajird-55	416	5	optimize	optimize	VERB
ajird-55	416	6	the	the	DET
ajird-55	416	7	structure	structure	NOUN
ajird-55	416	8	of	of	ADP
ajird-55	416	9	the	the	DET
ajird-55	416	10	factor	factor	NOUN
ajird-55	416	11	analysis	analysis	NOUN
ajird-55	416	12	and	and	CCONJ
ajird-55	416	13	feature	feature	NOUN
ajird-55	416	14	bayes	bayes	PROPN
ajird-55	416	15	naïve	naïve	ADJ
ajird-55	416	16	classifier	classifier	NOUN
ajird-55	416	17	.	.	PUNCT
ajird-55	417	1	the	the	DET
ajird-55	417	2	main	main	ADJ
ajird-55	417	3	challenge	challenge	NOUN
ajird-55	417	4	of	of	ADP
ajird-55	417	5	this	this	DET
ajird-55	417	6	study	study	NOUN
ajird-55	417	7	is	be	AUX
ajird-55	417	8	how	how	SCONJ
ajird-55	417	9	can	can	AUX
ajird-55	417	10	we	we	PRON
ajird-55	417	11	present	present	VERB
ajird-55	417	12	the	the	DET
ajird-55	417	13	problem	problem	NOUN
ajird-55	417	14	as	as	ADP
ajird-55	417	15	objective	objective	ADJ
ajird-55	417	16	function	function	NOUN
ajird-55	417	17	which	which	PRON
ajird-55	417	18	can	can	AUX
ajird-55	417	19	be	be	AUX
ajird-55	417	20	understand	understand	VERB
ajird-55	417	21	by	by	ADP
ajird-55	417	22	optimization	optimization	NOUN
ajird-55	417	23	algorithm	algorithm	NOUN
ajird-55	417	24	boa	boa	PROPN
ajird-55	417	25	.	.	PUNCT
ajird-55	418	1	the	the	DET
ajird-55	418	2	objective	objective	ADJ
ajird-55	418	3	function	function	NOUN
ajird-55	418	4	of	of	ADP
ajird-55	418	5	this	this	DET
ajird-55	418	6	problem	problem	NOUN
ajird-55	418	7	the	the	DET
ajird-55	418	8	function	function	NOUN
ajird-55	418	9	3.1	3.1	NUM
ajird-55	418	10	is	be	AUX
ajird-55	418	11	used	use	VERB
ajird-55	418	12	for	for	ADP
ajird-55	418	13	selecting	select	VERB
ajird-55	418	14	features	feature	NOUN
ajird-55	418	15	which	which	PRON
ajird-55	418	16	applied	apply	VERB
ajird-55	418	17	as	as	ADP
ajird-55	418	18	feature	feature	NOUN
ajird-55	418	19	selection	selection	NOUN
ajird-55	418	20	objective	objective	ADJ
ajird-55	418	21	function	function	NOUN
ajird-55	418	22	.	.	PUNCT
ajird-55	419	1	furthermore	furthermore	ADV
ajird-55	419	2	,	,	PUNCT
ajird-55	419	3	acc	acc	PROPN
ajird-55	419	4	applied	apply	VERB
ajird-55	419	5	as	as	ADP
ajird-55	419	6	to	to	PART
ajird-55	419	7	increase	increase	VERB
ajird-55	419	8	the	the	DET
ajird-55	419	9	acc	acc	NOUN
ajird-55	419	10	then	then	ADV
ajird-55	419	11	,	,	PUNCT
ajird-55	419	12	our	our	PRON
ajird-55	419	13	method	method	NOUN
ajird-55	419	14	introduced	introduce	VERB
ajird-55	419	15	as	as	ADP
ajird-55	419	16	multi	multi	ADJ
ajird-55	419	17	objective	objective	ADJ
ajird-55	419	18	function	function	NOUN
ajird-55	419	19	.	.	PUNCT
ajird-55	420	1	this	this	DET
ajird-55	420	2	mean	mean	NOUN
ajird-55	420	3	maximum	maximum	NOUN
ajird-55	420	4	is	be	AUX
ajird-55	420	5	best	good	ADJ
ajird-55	420	6	which	which	PRON
ajird-55	420	7	boa	boa	NOUN
ajird-55	420	8	remain	remain	AUX
ajird-55	420	9	trying	try	VERB
ajird-55	420	10	the	the	PRON
ajird-55	420	11	to	to	PART
ajird-55	420	12	find	find	VERB
ajird-55	420	13	the	the	DET
ajird-55	420	14	best	good	ADJ
ajird-55	420	15	parameters	parameter	NOUN
ajird-55	420	16	right	right	ADJ
ajird-55	420	17	to	to	PART
ajird-55	420	18	find	find	VERB
ajird-55	420	19	the	the	DET
ajird-55	420	20	maximum	maximum	ADJ
ajird-55	420	21	𝐴𝑐𝑐.	𝐴𝑐𝑐.	PROPN
ajird-55	420	22	references	reference	NOUN
ajird-55	420	23	1.b	1.b	NUM
ajird-55	420	24	.	.	PUNCT
ajird-55	421	1	suresh	suresh	PROPN
ajird-55	421	2	kumar	kumar	PROPN
ajird-55	421	3	,	,	PUNCT
ajird-55	421	4	b.v.v	b.v.v	PROPN
ajird-55	421	5	.	.	PUNCT
ajird-55	422	1	siva	siva	PROPN
ajird-55	422	2	prasad	prasad	PROPN
ajird-55	422	3	,	,	PUNCT
ajird-55	422	4	sonali	sonali	PROPN
ajird-55	422	5	vyas	vyas	PROPN
ajird-55	422	6	,	,	PUNCT
ajird-55	422	7	combining	combine	VERB
ajird-55	422	8	the	the	DET
ajird-55	422	9	oga	oga	NOUN
ajird-55	422	10	with	with	ADP
ajird-55	422	11	ids	id	NOUN
ajird-55	422	12	to	to	PART
ajird-55	422	13	improve	improve	VERB
ajird-55	422	14	the	the	DET
ajird-55	422	15	detection	detection	NOUN
ajird-55	422	16	rate	rate	NOUN
ajird-55	422	17	,	,	PUNCT
ajird-55	422	18	materials	material	NOUN
ajird-55	422	19	today	today	NOUN
ajird-55	422	20	:	:	PUNCT
ajird-55	422	21	proceedings	proceeding	NOUN
ajird-55	422	22	,	,	PUNCT
ajird-55	422	23	2020	2020	NUM
ajird-55	422	24	,	,	PUNCT
ajird-55	422	25	issn	issn	PROPN
ajird-55	422	26	2214	2214	NUM
ajird-55	422	27	-	-	SYM
ajird-55	422	28	7853	7853	NUM
ajird-55	422	29	,	,	PUNCT
ajird-55	422	30	https://doi.org/10.1016/j.matpr.2020.09.540	https://doi.org/10.1016/j.matpr.2020.09.540	PROPN
ajird-55	422	31	.	.	PUNCT
ajird-55	423	1	2.gorby	2.gorby	NUM
ajird-55	423	2	kabasele	kabasele	PROPN
ajird-55	423	3	ndonda	ndonda	PROPN
ajird-55	423	4	,	,	PUNCT
ajird-55	423	5	ramin	ramin	NOUN
ajird-55	423	6	sadre	sadre	NOUN
ajird-55	423	7	,	,	PUNCT
ajird-55	423	8	network	network	NOUN
ajird-55	423	9	trace	trace	NOUN
ajird-55	423	10	generation	generation	NOUN
ajird-55	423	11	for	for	ADP
ajird-55	423	12	flow	flow	NOUN
ajird-55	423	13	-	-	PUNCT
ajird-55	423	14	based	base	VERB
ajird-55	423	15	ids	ids	NOUN
ajird-55	423	16	evaluation	evaluation	NOUN
ajird-55	423	17	in	in	ADP
ajird-55	423	18	control	control	NOUN
ajird-55	423	19	and	and	CCONJ
ajird-55	423	20	automation	automation	NOUN
ajird-55	423	21	systems	system	NOUN
ajird-55	423	22	,	,	PUNCT
ajird-55	423	23	international	international	ADJ
ajird-55	423	24	journal	journal	NOUN
ajird-55	423	25	of	of	ADP
ajird-55	423	26	critical	critical	ADJ
ajird-55	423	27	infrastructure	infrastructure	NOUN
ajird-55	423	28	protection	protection	NOUN
ajird-55	423	29	,	,	PUNCT
ajird-55	423	30	volume	volume	NOUN
ajird-55	423	31	31	31	NUM
ajird-55	423	32	,	,	PUNCT
ajird-55	423	33	2020	2020	NUM
ajird-55	423	34	,	,	PUNCT
ajird-55	423	35	100385	100385	NUM
ajird-55	423	36	,	,	PUNCT
ajird-55	423	37	issn	issn	PROPN
ajird-55	423	38	1874	1874	NUM
ajird-55	423	39	-	-	SYM
ajird-55	423	40	5482	5482	NUM
ajird-55	423	41	,	,	PUNCT
ajird-55	423	42	https://doi.org/10.1016/j.ijcip.2020.100385	https://doi.org/10.1016/j.ijcip.2020.100385	PROPN
ajird-55	423	43	.	.	PUNCT
ajird-55	424	1	3.shuokang	3.shuokang	NUM
ajird-55	424	2	huang	huang	PROPN
ajird-55	424	3	,	,	PUNCT
ajird-55	424	4	kai	kai	PROPN
ajird-55	424	5	lei	lei	PROPN
ajird-55	424	6	,	,	PUNCT
ajird-55	424	7	igan	igan	NOUN
ajird-55	424	8	-	-	PUNCT
ajird-55	424	9	ids	id	NOUN
ajird-55	424	10	:	:	PUNCT
ajird-55	424	11	an	an	DET
ajird-55	424	12	imbalanced	imbalanced	ADJ
ajird-55	424	13	generative	generative	ADJ
ajird-55	424	14	adversarial	adversarial	ADJ
ajird-55	424	15	network	network	NOUN
ajird-55	424	16	towards	towards	ADP
ajird-55	424	17	intrusion	intrusion	NOUN
ajird-55	424	18	detection	detection	NOUN
ajird-55	424	19	system	system	NOUN
ajird-55	424	20	in	in	ADP
ajird-55	424	21	ad	ad	NOUN
ajird-55	424	22	-	-	PUNCT
ajird-55	424	23	hoc	hoc	X
ajird-55	424	24	networks	network	NOUN
ajird-55	424	25	,	,	PUNCT
ajird-55	424	26	ad	ad	X
ajird-55	424	27	hoc	hoc	X
ajird-55	424	28	networks	network	NOUN
ajird-55	424	29	,	,	PUNCT
ajird-55	424	30	volume	volume	NOUN
ajird-55	424	31	105	105	NUM
ajird-55	424	32	,	,	PUNCT
ajird-55	424	33	2020	2020	NUM
ajird-55	424	34	,	,	PUNCT
ajird-55	424	35	102177	102177	NUM
ajird-55	424	36	,	,	PUNCT
ajird-55	424	37	issn	issn	PROPN
ajird-55	424	38	1570	1570	NUM
ajird-55	424	39	-	-	SYM
ajird-55	424	40	8705	8705	NUM
ajird-55	424	41	,	,	PUNCT
ajird-55	424	42	https://doi.org/10.1016/j.adhoc.2020.102177	https://doi.org/10.1016/j.adhoc.2020.102177	PROPN
ajird-55	424	43	.	.	PUNCT
ajird-55	425	1	4.punam	4.punam	NUM
ajird-55	425	2	bedi	bedi	PROPN
ajird-55	425	3	,	,	PUNCT
ajird-55	425	4	neha	neha	NOUN
ajird-55	425	5	gupta	gupta	PROPN
ajird-55	425	6	,	,	PUNCT
ajird-55	425	7	vinita	vinita	PROPN
ajird-55	425	8	jindal	jindal	PROPN
ajird-55	425	9	,	,	PUNCT
ajird-55	425	10	siam	siam	NOUN
ajird-55	425	11	-	-	PUNCT
ajird-55	425	12	ids	ids	NOUN
ajird-55	425	13	:	:	PUNCT
ajird-55	425	14	handling	handle	VERB
ajird-55	425	15	class	class	NOUN
ajird-55	425	16	imbalance	imbalance	NOUN
ajird-55	425	17	problem	problem	NOUN
ajird-55	425	18	in	in	ADP
ajird-55	425	19	intrusion	intrusion	NOUN
ajird-55	425	20	detection	detection	NOUN
ajird-55	425	21	systems	system	NOUN
ajird-55	425	22	using	use	VERB
ajird-55	425	23	siamese	siamese	ADJ
ajird-55	425	24	neural	neural	ADJ
ajird-55	425	25	network	network	NOUN
ajird-55	425	26	,	,	PUNCT
ajird-55	425	27	procedia	procedia	NOUN
ajird-55	425	28	computer	computer	NOUN
ajird-55	425	29	science	science	NOUN
ajird-55	425	30	,	,	PUNCT
ajird-55	425	31	volume	volume	NOUN
ajird-55	425	32	171	171	NUM
ajird-55	425	33	,	,	PUNCT
ajird-55	425	34	2020	2020	NUM
ajird-55	425	35	,	,	PUNCT
ajird-55	425	36	pages	page	NOUN
ajird-55	425	37	780	780	NUM
ajird-55	425	38	-	-	SYM
ajird-55	425	39	789	789	NUM
ajird-55	425	40	,	,	PUNCT
ajird-55	425	41	issn	issn	PROPN
ajird-55	425	42	1877	1877	NUM
ajird-55	425	43	-	-	SYM
ajird-55	425	44	0509	0509	NUM
ajird-55	425	45	,	,	PUNCT
ajird-55	425	46	https://doi.org/10.1016/j.procs.2020.04.085	https://doi.org/10.1016/j.procs.2020.04.085	PROPN
ajird-55	425	47	.	.	PROPN
ajird-55	425	48	5.ningthoujam	5.ningthoujam	NUM
ajird-55	425	49	chidananda	chidananda	PROPN
ajird-55	425	50	singh	singh	PROPN
ajird-55	425	51	,	,	PUNCT
ajird-55	425	52	avinash	avinash	PROPN
ajird-55	425	53	sharma	sharma	PROPN
ajird-55	425	54	,	,	PUNCT
ajird-55	425	55	resilience	resilience	NOUN
ajird-55	425	56	of	of	ADP
ajird-55	425	57	mobile	mobile	ADJ
ajird-55	425	58	ad	ad	X
ajird-55	425	59	hoc	hoc	X
ajird-55	425	60	networks	network	NOUN
ajird-55	425	61	to	to	ADP
ajird-55	425	62	security	security	NOUN
ajird-55	425	63	attacks	attack	NOUN
ajird-55	425	64	and	and	CCONJ
ajird-55	425	65	optimization	optimization	NOUN
ajird-55	425	66	of	of	ADP
ajird-55	425	67	routing	routing	NOUN
ajird-55	425	68	process	process	NOUN
ajird-55	425	69	,	,	PUNCT
ajird-55	425	70	materials	material	NOUN
ajird-55	425	71	today	today	NOUN
ajird-55	425	72	:	:	PUNCT
ajird-55	425	73	american	american	PROPN
ajird-55	425	74	journal	journal	PROPN
ajird-55	425	75	of	of	ADP
ajird-55	425	76	interdisciplinary	interdisciplinary	ADJ
ajird-55	425	77	research	research	NOUN
ajird-55	425	78	and	and	CCONJ
ajird-55	425	79	development	development	NOUN
ajird-55	425	80	issn	issn	PROPN
ajird-55	425	81	online	online	NOUN
ajird-55	425	82	:	:	PUNCT
ajird-55	425	83	2771	2771	NUM
ajird-55	425	84	-	-	SYM
ajird-55	425	85	8948	8948	NUM
ajird-55	425	86	website	website	NOUN
ajird-55	425	87	:	:	PUNCT
ajird-55	425	88	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-55	425	89	volume	volume	NOUN
ajird-55	425	90	04	04	NUM
ajird-55	425	91	,	,	PUNCT
ajird-55	425	92	may	may	AUX
ajird-55	425	93	,	,	PUNCT
ajird-55	425	94	2022	2022	NUM
ajird-55	425	95	98	98	NUM
ajird-55	425	96	|	|	ADV
ajird-55	425	97	p	p	ADP
ajird-55	425	98	a	a	DET
ajird-55	425	99	g	g	NOUN
ajird-55	425	100	e	e	NOUN
ajird-55	425	101	proceedings	proceeding	NOUN
ajird-55	425	102	,	,	PUNCT
ajird-55	425	103	2020	2020	NUM
ajird-55	425	104	,	,	PUNCT
ajird-55	425	105	issn	issn	PROPN
ajird-55	425	106	2214	2214	NUM
ajird-55	425	107	-	-	SYM
ajird-55	425	108	7853	7853	NUM
ajird-55	425	109	,	,	PUNCT
ajird-55	425	110	https://doi.org/10.1016/j.matpr.2020.09.622	https://doi.org/10.1016/j.matpr.2020.09.622	PROPN
ajird-55	425	111	.	.	PUNCT
ajird-55	426	1	6.alberto	6.alberto	NUM
ajird-55	426	2	urueña	urueña	ADJ
ajird-55	426	3	lópez	lópez	NOUN
ajird-55	426	4	,	,	PUNCT
ajird-55	426	5	fernando	fernando	PROPN
ajird-55	426	6	mateo	mateo	PROPN
ajird-55	426	7	,	,	PUNCT
ajird-55	426	8	julio	julio	PROPN
ajird-55	426	9	navío	navío	PROPN
ajird-55	426	10	-	-	PUNCT
ajird-55	426	11	marco	marco	PROPN
ajird-55	426	12	,	,	PUNCT
ajird-55	426	13	josé	josé	PROPN
ajird-55	426	14	maría	maría	PROPN
ajird-55	426	15	martínez	martínez	PROPN
ajird-55	426	16	martínez	martínez	PROPN
ajird-55	426	17	,	,	PUNCT
ajird-55	426	18	juan	juan	PROPN
ajird-55	426	19	gómez	gómez	PROPN
ajird-55	426	20	-	-	PUNCT
ajird-55	426	21	sanchís	sanchís	NOUN
ajird-55	426	22	,	,	PUNCT
ajird-55	426	23	joan	joan	PROPN
ajird-55	426	24	vila	vila	PROPN
ajird-55	426	25	-	-	PUNCT
ajird-55	426	26	francés	francés	PROPN
ajird-55	426	27	,	,	PUNCT
ajird-55	426	28	antonio	antonio	PROPN
ajird-55	426	29	josé	josé	PROPN
ajird-55	426	30	serrano	serrano	PROPN
ajird-55	426	31	-	-	PUNCT
ajird-55	426	32	lópez	lópez	PROPN
ajird-55	426	33	,	,	PUNCT
ajird-55	426	34	analysis	analysis	NOUN
ajird-55	426	35	of	of	ADP
ajird-55	426	36	computer	computer	NOUN
ajird-55	426	37	user	user	NOUN
ajird-55	426	38	behavior	behavior	NOUN
ajird-55	426	39	,	,	PUNCT
ajird-55	426	40	security	security	NOUN
ajird-55	426	41	incidents	incident	NOUN
ajird-55	426	42	and	and	CCONJ
ajird-55	426	43	fraud	fraud	NOUN
ajird-55	426	44	using	use	VERB
ajird-55	426	45	selforganizing	selforganize	VERB
ajird-55	426	46	maps	map	NOUN
ajird-55	426	47	,	,	PUNCT
ajird-55	426	48	computers	computer	NOUN
ajird-55	426	49	&	&	CCONJ
ajird-55	426	50	security	security	NOUN
ajird-55	426	51	,	,	PUNCT
ajird-55	426	52	volume	volume	NOUN
ajird-55	426	53	83	83	NUM
ajird-55	426	54	,	,	PUNCT
ajird-55	426	55	2019	2019	NUM
ajird-55	426	56	,	,	PUNCT
ajird-55	426	57	pages	page	NOUN
ajird-55	426	58	38	38	NUM
ajird-55	426	59	-	-	SYM
ajird-55	426	60	51	51	NUM
ajird-55	426	61	,	,	PUNCT
ajird-55	426	62	issn	issn	PROPN
ajird-55	426	63	01674048	01674048	NUM
ajird-55	426	64	,	,	PUNCT
ajird-55	426	65	https://doi.org/10.1016/j.cose.2019.01.009	https://doi.org/10.1016/j.cose.2019.01.009	NOUN
ajird-55	426	66	.	.	PUNCT
ajird-55	427	1	7.mohamed	7.mohamed	NUM
ajird-55	427	2	amine	amine	ADJ
ajird-55	427	3	rguibi	rguibi	NOUN
ajird-55	427	4	,	,	PUNCT
ajird-55	427	5	najem	najem	VERB
ajird-55	427	6	moussa	moussa	PROPN
ajird-55	427	7	,	,	PUNCT
ajird-55	427	8	hybrid	hybrid	ADJ
ajird-55	427	9	trust	trust	NOUN
ajird-55	427	10	model	model	NOUN
ajird-55	427	11	for	for	ADP
ajird-55	427	12	worm	worm	NOUN
ajird-55	427	13	mitigation	mitigation	NOUN
ajird-55	427	14	in	in	ADP
ajird-55	427	15	p2p	p2p	NOUN
ajird-55	427	16	networks	network	NOUN
ajird-55	427	17	,	,	PUNCT
ajird-55	427	18	journal	journal	NOUN
ajird-55	427	19	of	of	ADP
ajird-55	427	20	information	information	NOUN
ajird-55	427	21	security	security	NOUN
ajird-55	427	22	and	and	CCONJ
ajird-55	427	23	applications	application	NOUN
ajird-55	427	24	,	,	PUNCT
ajird-55	427	25	volume	volume	NOUN
ajird-55	427	26	43	43	NUM
ajird-55	427	27	,	,	PUNCT
ajird-55	427	28	2018	2018	NUM
ajird-55	427	29	,	,	PUNCT
ajird-55	427	30	pages	page	NOUN
ajird-55	427	31	21	21	NUM
ajird-55	427	32	-	-	SYM
ajird-55	427	33	36	36	NUM
ajird-55	427	34	,	,	PUNCT
ajird-55	427	35	issn	issn	PROPN
ajird-55	427	36	2214	2214	NUM
ajird-55	427	37	-	-	SYM
ajird-55	427	38	2126	2126	NUM
ajird-55	427	39	,	,	PUNCT
ajird-55	427	40	https://doi.org/10.1016/j.jisa.2018.10.005	https://doi.org/10.1016/j.jisa.2018.10.005	NOUN
ajird-55	427	41	.	.	PUNCT
ajird-55	428	1	8.yiping	8.yipe	VERB
ajird-55	428	2	guo	guo	PROPN
ajird-55	428	3	,	,	PUNCT
ajird-55	428	4	credit	credit	NOUN
ajird-55	428	5	risk	risk	NOUN
ajird-55	428	6	assessment	assessment	NOUN
ajird-55	428	7	of	of	ADP
ajird-55	428	8	p2p	p2p	NOUN
ajird-55	428	9	lending	lend	VERB
ajird-55	428	10	platform	platform	NOUN
ajird-55	428	11	towards	towards	ADP
ajird-55	428	12	big	big	ADJ
ajird-55	428	13	data	datum	NOUN
ajird-55	428	14	based	base	VERB
ajird-55	428	15	on	on	ADP
ajird-55	428	16	bp	bp	PROPN
ajird-55	428	17	neural	neural	ADJ
ajird-55	428	18	network	network	PROPN
ajird-55	428	19	,	,	PUNCT
ajird-55	428	20	journal	journal	NOUN
ajird-55	428	21	of	of	ADP
ajird-55	428	22	visual	visual	ADJ
ajird-55	428	23	communication	communication	NOUN
ajird-55	428	24	and	and	CCONJ
ajird-55	428	25	image	image	NOUN
ajird-55	428	26	representation	representation	NOUN
ajird-55	428	27	,	,	PUNCT
ajird-55	428	28	volume	volume	NOUN
ajird-55	428	29	71	71	NUM
ajird-55	428	30	,	,	PUNCT
ajird-55	428	31	2020	2020	NUM
ajird-55	428	32	,	,	PUNCT
ajird-55	428	33	102730	102730	NUM
ajird-55	428	34	,	,	PUNCT
ajird-55	428	35	issn	issn	PROPN
ajird-55	428	36	1047	1047	NUM
ajird-55	428	37	-	-	SYM
ajird-55	428	38	3203	3203	NUM
ajird-55	428	39	,	,	PUNCT
ajird-55	428	40	https://doi.org/10.1016/j.jvcir.2019.102730	https://doi.org/10.1016/j.jvcir.2019.102730	NOUN
ajird-55	428	41	.	.	PUNCT
ajird-55	429	1	9.massimo	9.massimo	NUM
ajird-55	429	2	cafaro	cafaro	NOUN
ajird-55	429	3	,	,	PUNCT
ajird-55	429	4	italo	italo	NOUN
ajird-55	429	5	epicoco	epicoco	PROPN
ajird-55	429	6	,	,	PUNCT
ajird-55	429	7	marco	marco	PROPN
ajird-55	429	8	pulimeno	pulimeno	PROPN
ajird-55	429	9	,	,	PUNCT
ajird-55	429	10	mining	mine	VERB
ajird-55	429	11	frequent	frequent	ADJ
ajird-55	429	12	items	item	NOUN
ajird-55	429	13	in	in	ADP
ajird-55	429	14	unstructured	unstructured	ADJ
ajird-55	429	15	p2p	p2p	NOUN
ajird-55	429	16	networks	network	NOUN
ajird-55	429	17	,	,	PUNCT
ajird-55	429	18	future	future	ADJ
ajird-55	429	19	generation	generation	NOUN
ajird-55	429	20	computer	computer	NOUN
ajird-55	429	21	systems	system	NOUN
ajird-55	429	22	,	,	PUNCT
ajird-55	429	23	volume	volume	NOUN
ajird-55	429	24	95	95	NUM
ajird-55	429	25	,	,	PUNCT
ajird-55	429	26	2019,pages	2019,pages	NUM
ajird-55	429	27	1	1	NUM
ajird-55	429	28	-	-	SYM
ajird-55	429	29	16	16	NUM
ajird-55	429	30	,	,	PUNCT
ajird-55	429	31	issn	issn	PROPN
ajird-55	429	32	0167	0167	NUM
ajird-55	429	33	-	-	PUNCT
ajird-55	429	34	739x	739x	PROPN
ajird-55	429	35	,	,	PUNCT
ajird-55	429	36	https://doi.org/10.1016/j.future.2018.12.030	https://doi.org/10.1016/j.future.2018.12.030	PROPN
ajird-55	429	37	.	.	PUNCT
ajird-55	430	1	10.congjun	10.congjun	NUM
ajird-55	430	2	rao	rao	PROPN
ajird-55	430	3	,	,	PUNCT
ajird-55	430	4	ming	ming	PROPN
ajird-55	430	5	liu	liu	PROPN
ajird-55	430	6	,	,	PUNCT
ajird-55	430	7	mark	mark	PROPN
ajird-55	430	8	goh	goh	PROPN
ajird-55	430	9	,	,	PUNCT
ajird-55	430	10	jianghui	jianghui	PROPN
ajird-55	430	11	wen	wen	PROPN
ajird-55	430	12	,	,	PUNCT
ajird-55	430	13	2	2	NUM
ajird-55	430	14	-	-	PUNCT
ajird-55	430	15	stage	stage	NOUN
ajird-55	430	16	modified	modify	VERB
ajird-55	430	17	random	random	ADJ
ajird-55	430	18	forest	forest	NOUN
ajird-55	430	19	model	model	NOUN
ajird-55	430	20	for	for	ADP
ajird-55	430	21	credit	credit	NOUN
ajird-55	430	22	risk	risk	NOUN
ajird-55	430	23	assessment	assessment	NOUN
ajird-55	430	24	of	of	ADP
ajird-55	430	25	p2p	p2p	NOUN
ajird-55	430	26	network	network	NOUN
ajird-55	430	27	lending	lending	NOUN
ajird-55	430	28	to	to	ADP
ajird-55	430	29	“	"	PUNCT
ajird-55	430	30	three	three	NUM
ajird-55	430	31	rurals	rural	NOUN
ajird-55	430	32	”	"	PUNCT
ajird-55	430	33	borrowers	borrower	NOUN
ajird-55	430	34	,	,	PUNCT
ajird-55	430	35	applied	apply	VERB
ajird-55	430	36	soft	soft	ADJ
ajird-55	430	37	computing	computing	NOUN
ajird-55	430	38	,	,	PUNCT
ajird-55	430	39	volume	volume	NOUN
ajird-55	430	40	95	95	NUM
ajird-55	430	41	,	,	PUNCT
ajird-55	430	42	2020	2020	NUM
ajird-55	430	43	,	,	PUNCT
ajird-55	430	44	106570	106570	NUM
ajird-55	430	45	,	,	PUNCT
ajird-55	430	46	issn	issn	PROPN
ajird-55	430	47	1568	1568	NUM
ajird-55	430	48	-	-	SYM
ajird-55	430	49	4946	4946	NUM
ajird-55	430	50	,	,	PUNCT
ajird-55	430	51	https://doi.org/10.1016/j.asoc.2020.106570	https://doi.org/10.1016/j.asoc.2020.106570	NOUN
ajird-55	430	52	.	.	PUNCT
ajird-55	431	1	11.hui	11.hui	PROPN
ajird-55	431	2	-	-	PUNCT
ajird-55	431	3	kai	kai	PROPN
ajird-55	431	4	su	su	PROPN
ajird-55	431	5	,	,	PUNCT
ajird-55	431	6	jian	jian	PROPN
ajird-55	431	7	-	-	PUNCT
ajird-55	431	8	ting	ting	PROPN
ajird-55	431	9	pan	pan	PROPN
ajird-55	431	10	,	,	PUNCT
ajird-55	431	11	kim	kim	PROPN
ajird-55	431	12	-	-	PUNCT
ajird-55	431	13	joan	joan	PROPN
ajird-55	431	14	chen	chen	PROPN
ajird-55	431	15	,	,	PUNCT
ajird-55	431	16	marek	marek	PROPN
ajird-55	431	17	r.	r.	PROPN
ajird-55	431	18	ogiela	ogiela	PROPN
ajird-55	431	19	,	,	PUNCT
ajird-55	431	20	hsing	hsing	PROPN
ajird-55	431	21	-	-	PUNCT
ajird-55	431	22	chung	chung	PROPN
ajird-55	431	23	chen	chen	PROPN
ajird-55	431	24	,	,	PUNCT
ajird-55	431	25	real	real	ADJ
ajird-55	431	26	-	-	PUNCT
ajird-55	431	27	time	time	NOUN
ajird-55	431	28	streaming	streaming	NOUN
ajird-55	431	29	relay	relay	NOUN
ajird-55	431	30	mechanism	mechanism	NOUN
ajird-55	431	31	for	for	ADP
ajird-55	431	32	p2p	p2p	NOUN
ajird-55	431	33	conferences	conference	NOUN
ajird-55	431	34	on	on	ADP
ajird-55	431	35	hierarchical	hierarchical	ADJ
ajird-55	431	36	overlay	overlay	NOUN
ajird-55	431	37	networksb	networksb	NOUN
ajird-55	431	38	,	,	PUNCT
ajird-55	431	39	journal	journal	NOUN
ajird-55	431	40	of	of	ADP
ajird-55	431	41	electronic	electronic	ADJ
ajird-55	431	42	science	science	NOUN
ajird-55	431	43	and	and	CCONJ
ajird-55	431	44	technology	technology	NOUN
ajird-55	431	45	,	,	PUNCT
ajird-55	431	46	volume	volume	NOUN
ajird-55	431	47	17	17	NUM
ajird-55	431	48	,	,	PUNCT
ajird-55	431	49	issue	issue	NOUN
ajird-55	431	50	3	3	NUM
ajird-55	431	51	,	,	PUNCT
ajird-55	431	52	2019	2019	NUM
ajird-55	431	53	,	,	PUNCT
ajird-55	431	54	pages	page	NOUN
ajird-55	431	55	242	242	NUM
ajird-55	431	56	-	-	SYM
ajird-55	431	57	251	251	NUM
ajird-55	431	58	,	,	PUNCT
ajird-55	431	59	issn	issn	PROPN
ajird-55	431	60	1674	1674	NUM
ajird-55	431	61	-	-	PUNCT
ajird-55	431	62	862x	862x	NOUN
ajird-55	431	63	,	,	PUNCT
ajird-55	431	64	https://doi.org/10.11989/jest.1674862x.71018158	https://doi.org/10.11989/jest.1674862x.71018158	PROPN
ajird-55	431	65	.	.	PROPN
ajird-55	431	66	12.m	12.m	NUM
ajird-55	431	67	.	.	PUNCT
ajird-55	432	1	imran	imran	PROPN
ajird-55	432	2	azim	azim	PROPN
ajird-55	432	3	,	,	PUNCT
ajird-55	432	4	wayes	waye	NOUN
ajird-55	432	5	tushar	tushar	PROPN
ajird-55	432	6	,	,	PUNCT
ajird-55	432	7	tapan	tapan	PROPN
ajird-55	432	8	k.	k.	PROPN
ajird-55	432	9	saha	saha	PROPN
ajird-55	432	10	,	,	PUNCT
ajird-55	432	11	investigating	investigate	VERB
ajird-55	432	12	the	the	DET
ajird-55	432	13	impact	impact	NOUN
ajird-55	432	14	of	of	ADP
ajird-55	432	15	p2p	p2p	NOUN
ajird-55	432	16	trading	trade	VERB
ajird-55	432	17	on	on	ADP
ajird-55	432	18	power	power	NOUN
ajird-55	432	19	losses	loss	NOUN
ajird-55	432	20	in	in	ADP
ajird-55	432	21	grid	grid	NOUN
ajird-55	432	22	-	-	PUNCT
ajird-55	432	23	connected	connect	VERB
ajird-55	432	24	networks	network	NOUN
ajird-55	432	25	with	with	ADP
ajird-55	432	26	prosumers	prosumer	NOUN
ajird-55	432	27	,	,	PUNCT
ajird-55	432	28	applied	apply	VERB
ajird-55	432	29	energy	energy	NOUN
ajird-55	432	30	,	,	PUNCT
ajird-55	432	31	volume	volume	NOUN
ajird-55	432	32	263	263	NUM
ajird-55	432	33	,	,	PUNCT
ajird-55	432	34	2020	2020	NUM
ajird-55	432	35	,	,	PUNCT
ajird-55	432	36	114687	114687	NUM
ajird-55	432	37	,	,	PUNCT
ajird-55	432	38	issn	issn	PROPN
ajird-55	432	39	0306	0306	PROPN
ajird-55	432	40	-	-	SYM
ajird-55	432	41	2619	2619	NUM
ajird-55	432	42	,	,	PUNCT
ajird-55	432	43	https://doi.org/10.1016/j.apenergy.2020.114687	https://doi.org/10.1016/j.apenergy.2020.114687	NOUN
ajird-55	432	44	.	.	PUNCT
ajird-55	433	1	13.mark	13.mark	NUM
ajird-55	433	2	jenkins	jenkins	PROPN
ajird-55	433	3	,	,	PUNCT
ajird-55	433	4	ivana	ivana	PROPN
ajird-55	433	5	kockar	kockar	PROPN
ajird-55	433	6	,	,	PUNCT
ajird-55	433	7	impact	impact	NOUN
ajird-55	433	8	of	of	ADP
ajird-55	433	9	p2p	p2p	NOUN
ajird-55	433	10	trading	trade	VERB
ajird-55	433	11	on	on	ADP
ajird-55	433	12	distributed	distribute	VERB
ajird-55	433	13	generation	generation	NOUN
ajird-55	433	14	curtailment	curtailment	ADJ
ajird-55	433	15	in	in	ADP
ajird-55	433	16	constrained	constrain	VERB
ajird-55	433	17	distribution	distribution	NOUN
ajird-55	433	18	networks	network	NOUN
ajird-55	433	19	,	,	PUNCT
ajird-55	433	20	electric	electric	ADJ
ajird-55	433	21	power	power	NOUN
ajird-55	433	22	systems	system	NOUN
ajird-55	433	23	research	research	NOUN
ajird-55	433	24	,	,	PUNCT
ajird-55	433	25	volume	volume	NOUN
ajird-55	433	26	189	189	NUM
ajird-55	433	27	,	,	PUNCT
ajird-55	433	28	2020	2020	NUM
ajird-55	433	29	,	,	PUNCT
ajird-55	433	30	106666	106666	NUM
ajird-55	433	31	,	,	PUNCT
ajird-55	433	32	issn	issn	PROPN
ajird-55	433	33	0378	0378	NUM
ajird-55	433	34	-	-	SYM
ajird-55	433	35	7796	7796	NUM
ajird-55	433	36	,	,	PUNCT
ajird-55	433	37	https://doi.org/10.1016/j.epsr.2020.106666	https://doi.org/10.1016/j.epsr.2020.106666	PROPN
ajird-55	433	38	.	.	PUNCT
ajird-55	434	1	14.rasool	14.rasool	NUM
ajird-55	434	2	azimi	azimi	NOUN
ajird-55	434	3	,	,	PUNCT
ajird-55	434	4	hedieh	hedieh	PROPN
ajird-55	434	5	sajedi	sajedi	NOUN
ajird-55	434	6	,	,	PUNCT
ajird-55	434	7	mohadeseh	mohadeseh	PROPN
ajird-55	434	8	ghayekhloo	ghayekhloo	NOUN
ajird-55	434	9	,	,	PUNCT
ajird-55	434	10	a	a	DET
ajird-55	434	11	distributed	distribute	VERB
ajird-55	434	12	data	datum	NOUN
ajird-55	434	13	clustering	cluster	VERB
ajird-55	434	14	algorithm	algorithm	NOUN
ajird-55	434	15	in	in	ADP
ajird-55	434	16	p2p	p2p	NOUN
ajird-55	434	17	networks	network	NOUN
ajird-55	434	18	,	,	PUNCT
ajird-55	434	19	applied	apply	VERB
ajird-55	434	20	soft	soft	ADJ
ajird-55	434	21	computing	computing	NOUN
ajird-55	434	22	,	,	PUNCT
ajird-55	434	23	volume	volume	NOUN
ajird-55	434	24	51	51	NUM
ajird-55	434	25	,	,	PUNCT
ajird-55	434	26	2017	2017	NUM
ajird-55	434	27	,	,	PUNCT
ajird-55	434	28	pages	page	NOUN
ajird-55	434	29	147	147	NUM
ajird-55	434	30	-	-	SYM
ajird-55	434	31	167	167	NUM
ajird-55	434	32	,	,	PUNCT
ajird-55	434	33	issn	issn	PROPN
ajird-55	434	34	1568	1568	NUM
ajird-55	434	35	-	-	SYM
ajird-55	434	36	4946	4946	NUM
ajird-55	434	37	,	,	PUNCT
ajird-55	434	38	https://doi.org/10.1016/j.asoc.2016.11.045	https://doi.org/10.1016/j.asoc.2016.11.045	PROPN
ajird-55	434	39	.	.	NOUN
ajird-55	434	40	15.morteza	15.morteza	NUM
ajird-55	435	1	babazadeh	babazadeh	NOUN
ajird-55	435	2	shareh	shareh	NOUN
ajird-55	435	3	,	,	PUNCT
ajird-55	435	4	hamidreza	hamidreza	PROPN
ajird-55	435	5	navidi	navidi	PROPN
ajird-55	435	6	,	,	PUNCT
ajird-55	435	7	hamid	hamid	PROPN
ajird-55	435	8	haj	haj	PROPN
ajird-55	435	9	seyyed	seyye	VERB
ajird-55	435	10	javadi	javadi	PROPN
ajird-55	435	11	,	,	PUNCT
ajird-55	435	12	mehdi	mehdi	PROPN
ajird-55	435	13	hosseinzadeh	hosseinzadeh	NOUN
ajird-55	435	14	,	,	PUNCT
ajird-55	435	15	preventing	prevent	VERB
ajird-55	435	16	sybil	sybil	NOUN
ajird-55	435	17	attacks	attack	NOUN
ajird-55	435	18	in	in	ADP
ajird-55	435	19	p2p	p2p	NOUN
ajird-55	435	20	file	file	NOUN
ajird-55	435	21	sharing	sharing	NOUN
ajird-55	435	22	networks	network	NOUN
ajird-55	435	23	based	base	VERB
ajird-55	435	24	on	on	ADP
ajird-55	435	25	the	the	DET
ajird-55	435	26	american	american	PROPN
ajird-55	435	27	journal	journal	PROPN
ajird-55	435	28	of	of	ADP
ajird-55	435	29	interdisciplinary	interdisciplinary	ADJ
ajird-55	435	30	research	research	NOUN
ajird-55	435	31	and	and	CCONJ
ajird-55	435	32	development	development	NOUN
ajird-55	435	33	issn	issn	PROPN
ajird-55	435	34	online	online	NOUN
ajird-55	435	35	:	:	PUNCT
ajird-55	435	36	2771	2771	NUM
ajird-55	435	37	-	-	SYM
ajird-55	435	38	8948	8948	NUM
ajird-55	435	39	website	website	NOUN
ajird-55	435	40	:	:	PUNCT
ajird-55	435	41	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-55	435	42	volume	volume	NOUN
ajird-55	435	43	04	04	NUM
ajird-55	435	44	,	,	PUNCT
ajird-55	435	45	may	may	AUX
ajird-55	435	46	,	,	PUNCT
ajird-55	435	47	2022	2022	NUM
ajird-55	435	48	99	99	NUM
ajird-55	436	1	|	|	ADV
ajird-55	436	2	p	p	NOUN
ajird-55	436	3	a	a	DET
ajird-55	436	4	g	g	NOUN
ajird-55	436	5	e	e	PROPN
ajird-55	436	6	evolutionary	evolutionary	ADJ
ajird-55	436	7	game	game	NOUN
ajird-55	436	8	model	model	NOUN
ajird-55	436	9	,	,	PUNCT
ajird-55	436	10	information	information	NOUN
ajird-55	436	11	sciences	science	NOUN
ajird-55	436	12	,	,	PUNCT
ajird-55	436	13	volume	volume	NOUN
ajird-55	436	14	470	470	NUM
ajird-55	436	15	,	,	PUNCT
ajird-55	436	16	2019	2019	NUM
ajird-55	436	17	,	,	PUNCT
ajird-55	436	18	pages	page	NOUN
ajird-55	436	19	94	94	NUM
ajird-55	436	20	-	-	SYM
ajird-55	436	21	108	108	NUM
ajird-55	436	22	,	,	PUNCT
ajird-55	436	23	issn	issn	PROPN
ajird-55	436	24	0020	0020	NUM
ajird-55	436	25	-	-	SYM
ajird-55	436	26	0255	0255	NUM
ajird-55	436	27	,	,	PUNCT
ajird-55	436	28	https://doi.org/10.1016/j.ins.2018.08.054	https://doi.org/10.1016/j.ins.2018.08.054	NOUN
ajird-55	436	29	.	.	PUNCT
ajird-55	437	1	16.sateesh	16.sateesh	PROPN
ajird-55	438	1	kumar	kumar	PROPN
ajird-55	438	2	awasthi	awasthi	PROPN
ajird-55	438	3	,	,	PUNCT
ajird-55	438	4	yatindra	yatindra	PROPN
ajird-55	438	5	nath	nath	PROPN
ajird-55	438	6	singh	singh	PROPN
ajird-55	438	7	,	,	PUNCT
ajird-55	438	8	simplified	simplify	VERB
ajird-55	438	9	biased	biased	ADJ
ajird-55	438	10	contribution	contribution	NOUN
ajird-55	438	11	index	index	NOUN