id	sid	tid	token	lemma	pos
emaj-228	1	1	volume	volume	NOUN
emaj-228	1	2	7	7	NUM
emaj-228	1	3	no	no	DET
emaj-228	1	4	2	2	NUM
emaj-228	1	5	(	(	PUNCT
emaj-228	1	6	2018	2018	NUM
emaj-228	1	7	)	)	PUNCT
emaj-228	2	1	|	|	ADV
emaj-228	2	2	issn	issn	VERB
emaj-228	2	3	2158	2158	NUM
emaj-228	2	4	-	-	SYM
emaj-228	2	5	8708	8708	NUM
emaj-228	2	6	(	(	PUNCT
emaj-228	2	7	online	online	NOUN
emaj-228	2	8	)	)	PUNCT
emaj-228	2	9	|	|	ADV
emaj-228	2	10	doi	doi	X
emaj-228	2	11	10.5195	10.5195	NUM
emaj-228	2	12	/	/	SYM
emaj-228	2	13	emaj.2018.134	emaj.2018.134	PROPN
emaj-228	2	14	|	|	ADV
emaj-228	2	15	http://emaj.pitt.edu	http://emaj.pitt.edu	AUX
emaj-228	2	16	creating	create	VERB
emaj-228	2	17	brand	brand	NOUN
emaj-228	2	18	image	image	NOUN
emaj-228	2	19	profile	profile	NOUN
emaj-228	2	20	by	by	ADP
emaj-228	2	21	social	social	ADJ
emaj-228	2	22	media	medium	NOUN
emaj-228	2	23	analysis	analysis	NOUN
emaj-228	2	24	i̇brahim	i̇brahim	PUNCT
emaj-228	2	25	sabuncu	sabuncu	PROPN
emaj-228	2	26	yalova	yalova	PROPN
emaj-228	2	27	university	university	PROPN
emaj-228	2	28	,	,	PUNCT
emaj-228	2	29	turkey	turkey	NOUN
emaj-228	3	1	|	|	ADV
emaj-228	3	2	e	e	NOUN
emaj-228	3	3	-	-	NOUN
emaj-228	3	4	mail	mail	NOUN
emaj-228	3	5	:	:	PUNCT
emaj-228	3	6	isabuncu@yalova.edu.tr	isabuncu@yalova.edu.tr	PROPN
emaj-228	3	7	berivan	berivan	PROPN
emaj-228	3	8	edeş	edeş	VERB
emaj-228	3	9	yalova	yalova	PROPN
emaj-228	3	10	university	university	PROPN
emaj-228	3	11	,	,	PUNCT
emaj-228	3	12	turkey	turkey	NOUN
emaj-228	4	1	|	|	ADV
emaj-228	4	2	e	e	NOUN
emaj-228	4	3	-	-	NOUN
emaj-228	4	4	mail	mail	NOUN
emaj-228	4	5	:	:	PUNCT
emaj-228	4	6	berivanedes@outlook.com	berivanedes@outlook.com	X
emaj-228	5	1	doruk	doruk	PROPN
emaj-228	5	2	sıtkıbütün	sıtkıbütün	PROPN
emaj-228	5	3	yalova	yalova	PROPN
emaj-228	5	4	university	university	PROPN
emaj-228	5	5	,	,	PUNCT
emaj-228	5	6	turkey	turkey	NOUN
emaj-228	6	1	|	|	ADV
emaj-228	6	2	e	e	NOUN
emaj-228	6	3	-	-	NOUN
emaj-228	6	4	mail	mail	NOUN
emaj-228	6	5	:	:	PUNCT
emaj-228	6	6	doruk-stkbtn@yandex.com	doruk-stkbtn@yandex.com	PROPN
emaj-228	6	7	i̇layda	i̇layda	ADJ
emaj-228	6	8	girgin	girgin	NOUN
emaj-228	6	9	yalova	yalova	PROPN
emaj-228	7	1	university	university	NOUN
emaj-228	7	2	,	,	PUNCT
emaj-228	7	3	turkey	turkey	NOUN
emaj-228	8	1	|	|	ADV
emaj-228	8	2	e	e	NOUN
emaj-228	8	3	-	-	NOUN
emaj-228	8	4	mail	mail	NOUN
emaj-228	8	5	:	:	PUNCT
emaj-228	8	6	ilayda_girgin@hotmail.com	ilayda_girgin@hotmail.com	X
emaj-228	8	7	kadir	kadir	PROPN
emaj-228	8	8	zehir	zehir	PROPN
emaj-228	8	9	yalova	yalova	PROPN
emaj-228	8	10	university	university	PROPN
emaj-228	8	11	,	,	PUNCT
emaj-228	8	12	turkey	turkey	NOUN
emaj-228	9	1	|	|	ADV
emaj-228	9	2	e	e	NOUN
emaj-228	9	3	-	-	NOUN
emaj-228	9	4	mail	mail	NOUN
emaj-228	9	5	:	:	PUNCT
emaj-228	9	6	kadirzehir@outlook.com	kadirzehir@outlook.com	X
emaj-228	10	1	abstract	abstract	ADJ
emaj-228	10	2	the	the	DET
emaj-228	10	3	purpose	purpose	NOUN
emaj-228	10	4	of	of	ADP
emaj-228	10	5	creating	create	VERB
emaj-228	10	6	a	a	DET
emaj-228	10	7	brand	brand	NOUN
emaj-228	10	8	image	image	NOUN
emaj-228	10	9	profile	profile	NOUN
emaj-228	10	10	is	be	AUX
emaj-228	10	11	to	to	PART
emaj-228	10	12	measure	measure	VERB
emaj-228	10	13	the	the	DET
emaj-228	10	14	brand	brand	NOUN
emaj-228	10	15	perception	perception	NOUN
emaj-228	10	16	of	of	ADP
emaj-228	10	17	consumers	consumer	NOUN
emaj-228	10	18	considering	consider	VERB
emaj-228	10	19	brand	brand	NOUN
emaj-228	10	20	attributes	attribute	NOUN
emaj-228	10	21	.	.	PUNCT
emaj-228	11	1	thus	thus	ADV
emaj-228	11	2	,	,	PUNCT
emaj-228	11	3	marketing	marketing	NOUN
emaj-228	11	4	decisions	decision	NOUN
emaj-228	11	5	can	can	AUX
emaj-228	11	6	be	be	AUX
emaj-228	11	7	made	make	VERB
emaj-228	11	8	based	base	VERB
emaj-228	11	9	on	on	ADP
emaj-228	11	10	the	the	DET
emaj-228	11	11	brand	brand	NOUN
emaj-228	11	12	's	's	PART
emaj-228	11	13	strengths	strength	NOUN
emaj-228	11	14	and	and	CCONJ
emaj-228	11	15	weaknesses	weakness	NOUN
emaj-228	11	16	by	by	ADP
emaj-228	11	17	determining	determine	VERB
emaj-228	11	18	them	they	PRON
emaj-228	11	19	.	.	PUNCT
emaj-228	12	1	the	the	DET
emaj-228	12	2	brand	brand	NOUN
emaj-228	12	3	image	image	NOUN
emaj-228	12	4	profile	profile	NOUN
emaj-228	12	5	is	be	AUX
emaj-228	12	6	traditionally	traditionally	ADV
emaj-228	12	7	created	create	VERB
emaj-228	12	8	using	use	VERB
emaj-228	12	9	the	the	DET
emaj-228	12	10	attitude	attitude	NOUN
emaj-228	12	11	scales	scale	NOUN
emaj-228	12	12	and	and	CCONJ
emaj-228	12	13	surveys	survey	NOUN
emaj-228	12	14	.	.	PUNCT
emaj-228	13	1	however	however	ADV
emaj-228	13	2	,	,	PUNCT
emaj-228	13	3	alternative	alternative	ADJ
emaj-228	13	4	methods	method	NOUN
emaj-228	13	5	are	be	AUX
emaj-228	13	6	needed	need	VERB
emaj-228	13	7	since	since	SCONJ
emaj-228	13	8	the	the	DET
emaj-228	13	9	questionnaires	questionnaire	NOUN
emaj-228	13	10	'	'	PART
emaj-228	13	11	responses	response	NOUN
emaj-228	13	12	are	be	AUX
emaj-228	13	13	careless	careless	ADJ
emaj-228	13	14	,	,	PUNCT
emaj-228	13	15	the	the	DET
emaj-228	13	16	number	number	NOUN
emaj-228	13	17	of	of	ADP
emaj-228	13	18	participants	participant	NOUN
emaj-228	13	19	is	be	AUX
emaj-228	13	20	relatively	relatively	ADV
emaj-228	13	21	low	low	ADJ
emaj-228	13	22	and	and	CCONJ
emaj-228	13	23	the	the	DET
emaj-228	13	24	cost	cost	NOUN
emaj-228	13	25	per	per	ADP
emaj-228	13	26	participant	participant	NOUN
emaj-228	13	27	is	be	AUX
emaj-228	13	28	high	high	ADJ
emaj-228	13	29	.	.	PUNCT
emaj-228	14	1	in	in	ADP
emaj-228	14	2	this	this	DET
emaj-228	14	3	study	study	NOUN
emaj-228	14	4	,	,	PUNCT
emaj-228	14	5	as	as	ADP
emaj-228	14	6	an	an	DET
emaj-228	14	7	alternative	alternative	ADJ
emaj-228	14	8	method	method	NOUN
emaj-228	14	9	,	,	PUNCT
emaj-228	14	10	creating	create	VERB
emaj-228	14	11	a	a	DET
emaj-228	14	12	brand	brand	NOUN
emaj-228	14	13	image	image	NOUN
emaj-228	14	14	profile	profile	NOUN
emaj-228	14	15	by	by	ADP
emaj-228	14	16	analyzing	analyze	VERB
emaj-228	14	17	social	social	ADJ
emaj-228	14	18	media	medium	NOUN
emaj-228	14	19	data	datum	NOUN
emaj-228	14	20	with	with	ADP
emaj-228	14	21	artificial	artificial	ADJ
emaj-228	14	22	intelligence	intelligence	NOUN
emaj-228	14	23	was	be	AUX
emaj-228	14	24	made	make	VERB
emaj-228	14	25	for	for	ADP
emaj-228	14	26	the	the	DET
emaj-228	14	27	iphone	iphone	NOUN
emaj-228	14	28	product	product	NOUN
emaj-228	14	29	.	.	PUNCT
emaj-228	15	1	firstly	firstly	ADV
emaj-228	15	2	,	,	PUNCT
emaj-228	15	3	the	the	DET
emaj-228	15	4	focus	focus	NOUN
emaj-228	15	5	group	group	NOUN
emaj-228	15	6	study	study	NOUN
emaj-228	15	7	determined	determine	VERB
emaj-228	15	8	the	the	DET
emaj-228	15	9	attributes	attribute	NOUN
emaj-228	15	10	related	relate	VERB
emaj-228	15	11	to	to	ADP
emaj-228	15	12	the	the	DET
emaj-228	15	13	last	last	ADJ
emaj-228	15	14	version	version	NOUN
emaj-228	15	15	of	of	ADP
emaj-228	15	16	the	the	DET
emaj-228	15	17	iphone	iphone	NOUN
emaj-228	15	18	.	.	PUNCT
emaj-228	16	1	then	then	ADV
emaj-228	16	2	,	,	PUNCT
emaj-228	16	3	between	between	ADP
emaj-228	16	4	december	december	PROPN
emaj-228	16	5	17th	17th	NOUN
emaj-228	16	6	,	,	PUNCT
emaj-228	16	7	2019	2019	NUM
emaj-228	16	8	and	and	CCONJ
emaj-228	16	9	march	march	PROPN
emaj-228	16	10	23rd	23rd	NUM
emaj-228	16	11	,	,	PUNCT
emaj-228	16	12	2020	2020	NUM
emaj-228	16	13	,	,	PUNCT
emaj-228	16	14	87.227	87.227	NUM
emaj-228	16	15	tweets	tweet	NOUN
emaj-228	16	16	that	that	PRON
emaj-228	16	17	include	include	VERB
emaj-228	16	18	these	these	DET
emaj-228	16	19	attributes	attribute	NOUN
emaj-228	16	20	in	in	ADP
emaj-228	16	21	english	english	PROPN
emaj-228	16	22	were	be	AUX
emaj-228	16	23	collected	collect	VERB
emaj-228	16	24	from	from	ADP
emaj-228	16	25	the	the	DET
emaj-228	16	26	twitter	twitter	NOUN
emaj-228	16	27	social	social	ADJ
emaj-228	16	28	media	medium	NOUN
emaj-228	16	29	platform	platform	NOUN
emaj-228	16	30	through	through	ADP
emaj-228	16	31	the	the	DET
emaj-228	16	32	rapidminer	rapidminer	NOUN
emaj-228	16	33	data	data	PROPN
emaj-228	16	34	mining	mining	NOUN
emaj-228	16	35	tool	tool	NOUN
emaj-228	16	36	.	.	PUNCT
emaj-228	17	1	sentiment	sentiment	NOUN
emaj-228	17	2	analysis	analysis	NOUN
emaj-228	17	3	was	be	AUX
emaj-228	17	4	performed	perform	VERB
emaj-228	17	5	on	on	ADP
emaj-228	17	6	collected	collect	VERB
emaj-228	17	7	tweets	tweet	NOUN
emaj-228	17	8	by	by	ADP
emaj-228	17	9	the	the	DET
emaj-228	17	10	meaningcloud	meaningcloud	ADJ
emaj-228	17	11	text	text	NOUN
emaj-228	17	12	mining	mining	NOUN
emaj-228	17	13	tool	tool	NOUN
emaj-228	17	14	.	.	PUNCT
emaj-228	18	1	in	in	ADP
emaj-228	18	2	this	this	DET
emaj-228	18	3	analysis	analysis	NOUN
emaj-228	18	4	,	,	PUNCT
emaj-228	18	5	positive	positive	ADJ
emaj-228	18	6	and	and	CCONJ
emaj-228	18	7	negative	negative	ADJ
emaj-228	18	8	emotions	emotion	NOUN
emaj-228	18	9	were	be	AUX
emaj-228	18	10	tried	try	VERB
emaj-228	18	11	to	to	PART
emaj-228	18	12	be	be	AUX
emaj-228	18	13	detected	detect	VERB
emaj-228	18	14	through	through	ADP
emaj-228	18	15	artificial	artificial	ADJ
emaj-228	18	16	intelligence	intelligence	NOUN
emaj-228	18	17	algorithms	algorithm	NOUN
emaj-228	18	18	.	.	PUNCT
emaj-228	19	1	net	net	ADJ
emaj-228	19	2	brand	brand	NOUN
emaj-228	19	3	reputation	reputation	NOUN
emaj-228	19	4	score	score	NOUN
emaj-228	19	5	(	(	PUNCT
emaj-228	19	6	nbr	nbr	NOUN
emaj-228	19	7	)	)	PUNCT
emaj-228	19	8	was	be	AUX
emaj-228	19	9	calculated	calculate	VERB
emaj-228	19	10	using	use	VERB
emaj-228	19	11	the	the	DET
emaj-228	19	12	positive	positive	ADJ
emaj-228	19	13	and	and	CCONJ
emaj-228	19	14	negative	negative	ADJ
emaj-228	19	15	tweets	tweet	NOUN
emaj-228	19	16	amount	amount	NOUN
emaj-228	19	17	for	for	ADP
emaj-228	19	18	each	each	DET
emaj-228	19	19	attribute	attribute	NOUN
emaj-228	19	20	separately	separately	ADV
emaj-228	19	21	.	.	PUNCT
emaj-228	20	1	brand	brand	NOUN
emaj-228	20	2	image	image	NOUN
emaj-228	20	3	profile	profile	NOUN
emaj-228	20	4	was	be	AUX
emaj-228	20	5	created	create	VERB
emaj-228	20	6	by	by	ADP
emaj-228	20	7	skew	skew	ADJ
emaj-228	20	8	analysis	analysis	NOUN
emaj-228	20	9	using	use	VERB
emaj-228	20	10	nbr	nbr	ADJ
emaj-228	20	11	values	value	NOUN
emaj-228	20	12	.	.	PUNCT
emaj-228	21	1	as	as	ADP
emaj-228	21	2	a	a	DET
emaj-228	21	3	result	result	NOUN
emaj-228	21	4	,	,	PUNCT
emaj-228	21	5	it	it	PRON
emaj-228	21	6	is	be	AUX
emaj-228	21	7	thought	think	VERB
emaj-228	21	8	that	that	SCONJ
emaj-228	21	9	social	social	ADJ
emaj-228	21	10	media	medium	NOUN
emaj-228	21	11	analysis	analysis	NOUN
emaj-228	21	12	can	can	AUX
emaj-228	21	13	be	be	AUX
emaj-228	21	14	a	a	DET
emaj-228	21	15	complementary	complementary	ADJ
emaj-228	21	16	method	method	NOUN
emaj-228	21	17	that	that	PRON
emaj-228	21	18	can	can	AUX
emaj-228	21	19	be	be	AUX
emaj-228	21	20	used	use	VERB
emaj-228	21	21	with	with	ADP
emaj-228	21	22	traditional	traditional	ADJ
emaj-228	21	23	methods	method	NOUN
emaj-228	21	24	in	in	ADP
emaj-228	21	25	creating	create	VERB
emaj-228	21	26	a	a	DET
emaj-228	21	27	brand	brand	NOUN
emaj-228	21	28	image	image	NOUN
emaj-228	21	29	profile	profile	NOUN
emaj-228	21	30	.	.	PUNCT
emaj-228	22	1	so	so	ADV
emaj-228	22	2	,	,	PUNCT
emaj-228	22	3	it	it	PRON
emaj-228	22	4	is	be	AUX
emaj-228	22	5	seen	see	VERB
emaj-228	22	6	as	as	ADP
emaj-228	22	7	an	an	DET
emaj-228	22	8	inevitable	inevitable	ADJ
emaj-228	22	9	method	method	NOUN
emaj-228	22	10	to	to	PART
emaj-228	22	11	use	use	VERB
emaj-228	22	12	in	in	ADP
emaj-228	22	13	further	further	ADJ
emaj-228	22	14	studies	study	NOUN
emaj-228	22	15	to	to	PART
emaj-228	22	16	make	make	VERB
emaj-228	22	17	sentiment	sentiment	NOUN
emaj-228	22	18	analysis	analysis	NOUN
emaj-228	22	19	by	by	ADP
emaj-228	22	20	processing	process	VERB
emaj-228	22	21	raw	raw	ADJ
emaj-228	22	22	data	datum	NOUN
emaj-228	22	23	received	receive	VERB
emaj-228	22	24	from	from	ADP
emaj-228	22	25	the	the	DET
emaj-228	22	26	social	social	ADJ
emaj-228	22	27	media	medium	NOUN
emaj-228	22	28	platforms	platform	NOUN
emaj-228	22	29	through	through	ADP
emaj-228	22	30	artificial	artificial	ADJ
emaj-228	22	31	intelligence	intelligence	NOUN
emaj-228	22	32	algorithms	algorithm	NOUN
emaj-228	22	33	to	to	PART
emaj-228	22	34	transform	transform	VERB
emaj-228	22	35	the	the	DET
emaj-228	22	36	product	product	NOUN
emaj-228	22	37	label	label	NOUN
emaj-228	22	38	or	or	CCONJ
emaj-228	22	39	the	the	DET
emaj-228	22	40	perspectives	perspective	NOUN
emaj-228	22	41	of	of	ADP
emaj-228	22	42	an	an	DET
emaj-228	22	43	event	event	NOUN
emaj-228	22	44	into	into	ADP
emaj-228	22	45	meaningful	meaningful	ADJ
emaj-228	22	46	information	information	NOUN
emaj-228	22	47	.	.	PUNCT
emaj-228	23	1	keywords	keyword	NOUN
emaj-228	23	2	:	:	PUNCT
emaj-228	23	3	social	social	ADJ
emaj-228	23	4	media	medium	NOUN
emaj-228	23	5	analysis	analysis	NOUN
emaj-228	23	6	,	,	PUNCT
emaj-228	23	7	brand	brand	NOUN
emaj-228	23	8	image	image	NOUN
emaj-228	23	9	profile	profile	NOUN
emaj-228	23	10	,	,	PUNCT
emaj-228	23	11	text	text	NOUN
emaj-228	23	12	mining	mining	NOUN
emaj-228	23	13	,	,	PUNCT
emaj-228	23	14	net	net	ADJ
emaj-228	23	15	brand	brand	NOUN
emaj-228	23	16	reputation	reputation	NOUN
emaj-228	23	17	,	,	PUNCT
emaj-228	23	18	twitter	twitter	NOUN
emaj-228	23	19	new	new	ADJ
emaj-228	23	20	articles	article	NOUN
emaj-228	23	21	in	in	ADP
emaj-228	23	22	this	this	DET
emaj-228	23	23	journal	journal	NOUN
emaj-228	23	24	are	be	AUX
emaj-228	23	25	licensed	license	VERB
emaj-228	23	26	under	under	ADP
emaj-228	23	27	a	a	DET
emaj-228	23	28	creative	creative	ADJ
emaj-228	23	29	commons	common	NOUN
emaj-228	23	30	attribution	attribution	NOUN
emaj-228	23	31	3.0	3.0	NUM
emaj-228	23	32	united	unite	VERB
emaj-228	23	33	states	states	PROPN
emaj-228	23	34	license	license	NOUN
emaj-228	23	35	.	.	PUNCT
emaj-228	24	1	this	this	DET
emaj-228	24	2	journal	journal	NOUN
emaj-228	24	3	is	be	AUX
emaj-228	24	4	published	publish	VERB
emaj-228	24	5	by	by	ADP
emaj-228	24	6	the	the	DET
emaj-228	24	7	university	university	NOUN
emaj-228	24	8	library	library	NOUN
emaj-228	24	9	system	system	NOUN
emaj-228	24	10	of	of	ADP
emaj-228	24	11	the	the	DET
emaj-228	24	12	university	university	PROPN
emaj-228	24	13	of	of	ADP
emaj-228	24	14	pittsburgh	pittsburgh	PROPN
emaj-228	24	15	as	as	ADP
emaj-228	24	16	part	part	NOUN
emaj-228	24	17	of	of	ADP
emaj-228	24	18	its	its	PRON
emaj-228	24	19	d	d	NOUN
emaj-228	24	20	-	-	PUNCT
emaj-228	24	21	scribe	scribe	VERB
emaj-228	24	22	digital	digital	ADJ
emaj-228	24	23	publishing	publishing	NOUN
emaj-228	24	24	program	program	NOUN
emaj-228	24	25	,	,	PUNCT
emaj-228	24	26	and	and	CCONJ
emaj-228	24	27	is	be	AUX
emaj-228	24	28	cosponsored	cosponsor	VERB
emaj-228	24	29	by	by	ADP
emaj-228	24	30	the	the	DET
emaj-228	24	31	university	university	PROPN
emaj-228	24	32	of	of	ADP
emaj-228	24	33	pittsburgh	pittsburgh	PROPN
emaj-228	24	34	press	press	NOUN
emaj-228	24	35	.	.	PUNCT
emaj-228	25	1	volume	volume	NOUN
emaj-228	25	2	11	11	NUM
emaj-228	25	3	no	no	DET
emaj-228	25	4	2	2	NUM
emaj-228	25	5	(	(	PUNCT
emaj-228	25	6	2021	2021	NUM
emaj-228	25	7	)	)	PUNCT
emaj-228	25	8	|	|	ADV
emaj-228	25	9	issn	issn	VERB
emaj-228	25	10	2158	2158	NUM
emaj-228	25	11	-	-	SYM
emaj-228	25	12	8708	8708	NUM
emaj-228	25	13	(	(	PUNCT
emaj-228	25	14	online	online	NOUN
emaj-228	25	15	)	)	PUNCT
emaj-228	25	16	|	|	ADV
emaj-228	25	17	doi	doi	X
emaj-228	25	18	10.5195	10.5195	NUM
emaj-228	25	19	/	/	SYM
emaj-228	25	20	emaj.2021.228	emaj.2021.228	PROPN
emaj-228	26	1	|	|	ADV
emaj-228	26	2	http://emaj.pitt.edu	http://emaj.pitt.edu	VERB
emaj-228	26	3	|	|	ADV
emaj-228	26	4	mailto:berivanedes@outlook.com	mailto:berivanedes@outlook.com	X
emaj-228	26	5	mailto:doruk-stkbtn@yandex.com	mailto:doruk-stkbtn@yandex.com	PROPN
emaj-228	27	1	mailto:ilayda_girgin@hotmail.com	mailto:ilayda_girgin@hotmail.com	PROPN
emaj-228	27	2	mailto:kadirzehir@outlook.com	mailto:kadirzehir@outlook.com	PROPN
emaj-228	27	3	http://www.library.pitt.edu/	http://www.library.pitt.edu/	PROPN
emaj-228	27	4	http://www.pitt.edu/	http://www.pitt.edu/	NOUN
emaj-228	27	5	http://www.library.pitt.edu/articles/digpubtype/index.html	http://www.library.pitt.edu/articles/digpubtype/index.html	X
emaj-228	27	6	http://www.upress.pitt.edu/upressindex.aspx	http://www.upress.pitt.edu/upressindex.aspx	NUM
emaj-228	27	7	http://creativecommons.org/licenses/by/3.0/us/	http://creativecommons.org/licenses/by/3.0/us/	NOUN
emaj-228	27	8	volume	volume	NOUN
emaj-228	27	9	11	11	NUM
emaj-228	27	10	no	no	DET
emaj-228	27	11	2	2	NUM
emaj-228	27	12	(	(	PUNCT
emaj-228	27	13	2021	2021	NUM
emaj-228	27	14	)	)	PUNCT
emaj-228	27	15	|	|	ADV
emaj-228	27	16	issn	issn	VERB
emaj-228	27	17	2158	2158	NUM
emaj-228	27	18	-	-	SYM
emaj-228	27	19	8708	8708	NUM
emaj-228	27	20	(	(	PUNCT
emaj-228	27	21	online	online	NOUN
emaj-228	27	22	)	)	PUNCT
emaj-228	27	23	|	|	ADV
emaj-228	27	24	doi	doi	X
emaj-228	27	25	10.5195	10.5195	NUM
emaj-228	27	26	/	/	SYM
emaj-228	27	27	emaj.2021.228	emaj.2021.228	PROPN
emaj-228	27	28	|	|	ADV
emaj-228	27	29	http://emaj.pitt.edu	http://emaj.pitt.edu	VERB
emaj-228	27	30	i̇brahim	i̇brahim	X
emaj-228	27	31	sabuncu	sabuncu	PROPN
emaj-228	27	32	,	,	PUNCT
emaj-228	27	33	berivan	berivan	NOUN
emaj-228	27	34	edeş	edeş	NOUN
emaj-228	27	35	,	,	PUNCT
emaj-228	27	36	doruk	doruk	PROPN
emaj-228	27	37	sıtkıbütün	sıtkıbütün	NOUN
emaj-228	27	38	,	,	PUNCT
emaj-228	27	39	i̇layda	i̇layda	ADJ
emaj-228	27	40	girgin	girgin	NOUN
emaj-228	27	41	,	,	PUNCT
emaj-228	27	42	kadir	kadir	PROPN
emaj-228	27	43	zehir	zehir	PROPN
emaj-228	27	44	emerging	emerge	VERB
emaj-228	27	45	markets	market	NOUN
emaj-228	27	46	journal	journal	NOUN
emaj-228	28	1	|	|	ADV
emaj-228	28	2	p	p	NOUN
emaj-228	28	3	a	a	DET
emaj-228	28	4	g	g	NOUN
emaj-228	28	5	e	e	NOUN
emaj-228	28	6	|17	|17	NOUN
emaj-228	28	7	creating	create	VERB
emaj-228	28	8	brand	brand	NOUN
emaj-228	28	9	image	image	NOUN
emaj-228	28	10	profile	profile	NOUN
emaj-228	28	11	by	by	ADP
emaj-228	28	12	social	social	ADJ
emaj-228	28	13	media	medium	NOUN
emaj-228	28	14	analysis	analysis	NOUN
emaj-228	28	15	i̇brahim	i̇brahim	X
emaj-228	29	1	sabuncu	sabuncu	PROPN
emaj-228	29	2	berivan	berivan	PROPN
emaj-228	29	3	edeş	edeş	VERB
emaj-228	29	4	doruk	doruk	PROPN
emaj-228	29	5	sıtkıbütün	sıtkıbütün	NOUN
emaj-228	29	6	i̇layda	i̇layda	ADJ
emaj-228	29	7	girgin	girgin	NOUN
emaj-228	29	8	kadir	kadir	PROPN
emaj-228	29	9	zehir	zehir	PROPN
emaj-228	29	10	i.	i.	PROPN
emaj-228	29	11	introduction	introduction	NOUN
emaj-228	29	12	product	product	NOUN
emaj-228	29	13	or	or	CCONJ
emaj-228	29	14	service	service	NOUN
emaj-228	29	15	provides	provide	VERB
emaj-228	29	16	several	several	ADJ
emaj-228	29	17	benefits	benefit	NOUN
emaj-228	29	18	to	to	ADP
emaj-228	29	19	the	the	DET
emaj-228	29	20	consumers	consumer	NOUN
emaj-228	29	21	.	.	PUNCT
emaj-228	30	1	these	these	DET
emaj-228	30	2	benefits	benefit	NOUN
emaj-228	30	3	are	be	AUX
emaj-228	30	4	functionality	functionality	NOUN
emaj-228	30	5	,	,	PUNCT
emaj-228	30	6	rationality	rationality	NOUN
emaj-228	30	7	,	,	PUNCT
emaj-228	30	8	sensuality	sensuality	NOUN
emaj-228	30	9	,	,	PUNCT
emaj-228	30	10	individualism	individualism	NOUN
emaj-228	30	11	,	,	PUNCT
emaj-228	30	12	and	and	CCONJ
emaj-228	30	13	brandconsumer	brandconsumer	NOUN
emaj-228	30	14	relations	relation	NOUN
emaj-228	30	15	.	.	PUNCT
emaj-228	31	1	a	a	DET
emaj-228	31	2	brand	brand	NOUN
emaj-228	31	3	profile	profile	NOUN
emaj-228	31	4	is	be	AUX
emaj-228	31	5	relating	relate	VERB
emaj-228	31	6	to	to	ADP
emaj-228	31	7	how	how	SCONJ
emaj-228	31	8	the	the	DET
emaj-228	31	9	brand	brand	NOUN
emaj-228	31	10	is	be	AUX
emaj-228	31	11	perceived	perceive	VERB
emaj-228	31	12	on	on	ADP
emaj-228	31	13	these	these	DET
emaj-228	31	14	benefits	benefit	NOUN
emaj-228	31	15	(	(	PUNCT
emaj-228	31	16	charan	charan	NOUN
emaj-228	31	17	,	,	PUNCT
emaj-228	31	18	2015a	2015a	NUM
emaj-228	31	19	)	)	PUNCT
emaj-228	31	20	.	.	PUNCT
emaj-228	32	1	a	a	DET
emaj-228	32	2	brand	brand	NOUN
emaj-228	32	3	is	be	AUX
emaj-228	32	4	one	one	NUM
emaj-228	32	5	of	of	ADP
emaj-228	32	6	the	the	DET
emaj-228	32	7	most	most	ADV
emaj-228	32	8	critical	critical	ADJ
emaj-228	32	9	factors	factor	NOUN
emaj-228	32	10	that	that	PRON
emaj-228	32	11	enable	enable	VERB
emaj-228	32	12	the	the	DET
emaj-228	32	13	product	product	NOUN
emaj-228	32	14	to	to	PART
emaj-228	32	15	be	be	AUX
emaj-228	32	16	distinguished	distinguish	VERB
emaj-228	32	17	and	and	CCONJ
emaj-228	32	18	preferred	prefer	VERB
emaj-228	32	19	by	by	ADP
emaj-228	32	20	a	a	DET
emaj-228	32	21	consumer	consumer	NOUN
emaj-228	32	22	.	.	PUNCT
emaj-228	33	1	a	a	DET
emaj-228	33	2	brand	brand	NOUN
emaj-228	33	3	is	be	AUX
emaj-228	33	4	image	image	NOUN
emaj-228	33	5	,	,	PUNCT
emaj-228	33	6	confidence	confidence	NOUN
emaj-228	33	7	,	,	PUNCT
emaj-228	33	8	quality	quality	NOUN
emaj-228	33	9	,	,	PUNCT
emaj-228	33	10	good	good	ADJ
emaj-228	33	11	service	service	NOUN
emaj-228	33	12	,	,	PUNCT
emaj-228	33	13	satisfaction	satisfaction	NOUN
emaj-228	33	14	and	and	CCONJ
emaj-228	33	15	self	self	NOUN
emaj-228	33	16	-	-	PUNCT
emaj-228	33	17	expression	expression	NOUN
emaj-228	33	18	from	from	ADP
emaj-228	33	19	a	a	DET
emaj-228	33	20	consumers	consumer	NOUN
emaj-228	33	21	'	'	PART
emaj-228	33	22	perspective	perspective	NOUN
emaj-228	33	23	.	.	PUNCT
emaj-228	34	1	the	the	DET
emaj-228	34	2	consumers	consumer	NOUN
emaj-228	34	3	faced	face	VERB
emaj-228	34	4	with	with	ADP
emaj-228	34	5	selecting	select	VERB
emaj-228	34	6	an	an	DET
emaj-228	34	7	extensive	extensive	ADJ
emaj-228	34	8	range	range	NOUN
emaj-228	34	9	of	of	ADP
emaj-228	34	10	products	product	NOUN
emaj-228	34	11	are	be	AUX
emaj-228	34	12	selective	selective	ADJ
emaj-228	34	13	in	in	ADP
emaj-228	34	14	the	the	DET
emaj-228	34	15	intensive	intensive	ADJ
emaj-228	34	16	consumption	consumption	NOUN
emaj-228	34	17	society	society	NOUN
emaj-228	34	18	.	.	PUNCT
emaj-228	35	1	branded	brand	VERB
emaj-228	35	2	products	product	NOUN
emaj-228	35	3	with	with	ADP
emaj-228	35	4	a	a	DET
emaj-228	35	5	strong	strong	ADJ
emaj-228	35	6	image	image	NOUN
emaj-228	35	7	profile	profile	NOUN
emaj-228	35	8	are	be	AUX
emaj-228	35	9	preferred	prefer	VERB
emaj-228	35	10	at	at	ADP
emaj-228	35	11	this	this	DET
emaj-228	35	12	point	point	NOUN
emaj-228	35	13	(	(	PUNCT
emaj-228	35	14	lee	lee	PROPN
emaj-228	35	15	and	and	CCONJ
emaj-228	35	16	bradlow	bradlow	VERB
emaj-228	35	17	,	,	PUNCT
emaj-228	35	18	2011	2011	NUM
emaj-228	35	19	)	)	PUNCT
emaj-228	35	20	.	.	PUNCT
emaj-228	36	1	due	due	ADP
emaj-228	36	2	to	to	ADP
emaj-228	36	3	the	the	DET
emaj-228	36	4	lack	lack	NOUN
emaj-228	36	5	of	of	ADP
emaj-228	36	6	studies	study	NOUN
emaj-228	36	7	conducted	conduct	VERB
emaj-228	36	8	with	with	ADP
emaj-228	36	9	the	the	DET
emaj-228	36	10	social	social	ADJ
emaj-228	36	11	media	medium	NOUN
emaj-228	36	12	analysis	analysis	NOUN
emaj-228	36	13	in	in	ADP
emaj-228	36	14	the	the	DET
emaj-228	36	15	literature	literature	NOUN
emaj-228	36	16	,	,	PUNCT
emaj-228	36	17	we	we	PRON
emaj-228	36	18	believe	believe	VERB
emaj-228	36	19	that	that	SCONJ
emaj-228	36	20	the	the	DET
emaj-228	36	21	mentioned	mention	VERB
emaj-228	36	22	gap	gap	NOUN
emaj-228	36	23	in	in	ADP
emaj-228	36	24	the	the	DET
emaj-228	36	25	literature	literature	NOUN
emaj-228	36	26	is	be	AUX
emaj-228	36	27	filled	fill	VERB
emaj-228	36	28	with	with	ADP
emaj-228	36	29	this	this	DET
emaj-228	36	30	research	research	NOUN
emaj-228	36	31	.	.	PUNCT
emaj-228	37	1	the	the	DET
emaj-228	37	2	research	research	NOUN
emaj-228	37	3	's	's	PART
emaj-228	37	4	primary	primary	ADJ
emaj-228	37	5	purpose	purpose	NOUN
emaj-228	37	6	is	be	AUX
emaj-228	37	7	to	to	PART
emaj-228	37	8	provide	provide	VERB
emaj-228	37	9	some	some	DET
emaj-228	37	10	practical	practical	ADJ
emaj-228	37	11	information	information	NOUN
emaj-228	37	12	for	for	ADP
emaj-228	37	13	apple	apple	NOUN
emaj-228	37	14	producers	producer	NOUN
emaj-228	37	15	about	about	ADP
emaj-228	37	16	the	the	DET
emaj-228	37	17	attributes	attribute	NOUN
emaj-228	37	18	needed	need	VERB
emaj-228	37	19	in	in	ADP
emaj-228	37	20	terms	term	NOUN
emaj-228	37	21	of	of	ADP
emaj-228	37	22	consumers	consumer	NOUN
emaj-228	37	23	'	'	PART
emaj-228	37	24	points	point	NOUN
emaj-228	37	25	of	of	ADP
emaj-228	37	26	view	view	NOUN
emaj-228	37	27	to	to	PART
emaj-228	37	28	manage	manage	VERB
emaj-228	37	29	the	the	DET
emaj-228	37	30	budget	budget	NOUN
emaj-228	37	31	of	of	ADP
emaj-228	37	32	each	each	DET
emaj-228	37	33	attribute	attribute	NOUN
emaj-228	37	34	.	.	PUNCT
emaj-228	38	1	besides	besides	SCONJ
emaj-228	38	2	,	,	PUNCT
emaj-228	38	3	a	a	DET
emaj-228	38	4	contribution	contribution	NOUN
emaj-228	38	5	is	be	AUX
emaj-228	38	6	made	make	VERB
emaj-228	38	7	to	to	PART
emaj-228	38	8	increase	increase	VERB
emaj-228	38	9	the	the	DET
emaj-228	38	10	satisfaction	satisfaction	NOUN
emaj-228	38	11	level	level	NOUN
emaj-228	38	12	of	of	ADP
emaj-228	38	13	iphone	iphone	NOUN
emaj-228	38	14	-	-	PUNCT
emaj-228	38	15	addicted	addict	VERB
emaj-228	38	16	users	user	NOUN
emaj-228	38	17	.	.	PUNCT
emaj-228	39	1	indirectly	indirectly	ADV
emaj-228	39	2	,	,	PUNCT
emaj-228	39	3	competition	competition	NOUN
emaj-228	39	4	in	in	ADP
emaj-228	39	5	the	the	DET
emaj-228	39	6	market	market	NOUN
emaj-228	39	7	will	will	AUX
emaj-228	39	8	be	be	AUX
emaj-228	39	9	increased	increase	VERB
emaj-228	39	10	,	,	PUNCT
emaj-228	39	11	and	and	CCONJ
emaj-228	39	12	economic	economic	ADJ
emaj-228	39	13	mobility	mobility	NOUN
emaj-228	39	14	will	will	AUX
emaj-228	39	15	be	be	AUX
emaj-228	39	16	stimulated	stimulate	VERB
emaj-228	39	17	.	.	PUNCT
emaj-228	40	1	brand	brand	NOUN
emaj-228	40	2	image	image	NOUN
emaj-228	40	3	is	be	AUX
emaj-228	40	4	the	the	DET
emaj-228	40	5	consumers	consumer	NOUN
emaj-228	40	6	'	'	PART
emaj-228	40	7	perception	perception	NOUN
emaj-228	40	8	of	of	ADP
emaj-228	40	9	a	a	DET
emaj-228	40	10	brand	brand	NOUN
emaj-228	40	11	.	.	PUNCT
emaj-228	41	1	brand	brand	NOUN
emaj-228	41	2	image	image	NOUN
emaj-228	41	3	tracking	tracking	NOUN
emaj-228	41	4	identifies	identify	VERB
emaj-228	41	5	these	these	DET
emaj-228	41	6	perceptions	perception	NOUN
emaj-228	41	7	based	base	VERB
emaj-228	41	8	on	on	ADP
emaj-228	41	9	its	its	PRON
emaj-228	41	10	strengths	strength	NOUN
emaj-228	41	11	and	and	CCONJ
emaj-228	41	12	weaknesses	weakness	NOUN
emaj-228	41	13	to	to	PART
emaj-228	41	14	improve	improve	VERB
emaj-228	41	15	marketing	marketing	NOUN
emaj-228	41	16	strategies	strategy	NOUN
emaj-228	41	17	(	(	PUNCT
emaj-228	41	18	charan	charan	NOUN
emaj-228	41	19	,	,	PUNCT
emaj-228	41	20	2015a	2015a	NUM
emaj-228	41	21	)	)	PUNCT
emaj-228	41	22	.	.	PUNCT
emaj-228	42	1	the	the	DET
emaj-228	42	2	purpose	purpose	NOUN
emaj-228	42	3	of	of	ADP
emaj-228	42	4	brand	brand	NOUN
emaj-228	42	5	image	image	NOUN
emaj-228	42	6	tracking	tracking	NOUN
emaj-228	42	7	is	be	AUX
emaj-228	42	8	to	to	PART
emaj-228	42	9	measure	measure	VERB
emaj-228	42	10	consumers	consumer	NOUN
emaj-228	42	11	'	'	PART
emaj-228	42	12	brand	brand	NOUN
emaj-228	42	13	perception	perception	NOUN
emaj-228	42	14	via	via	ADP
emaj-228	42	15	its	its	PRON
emaj-228	42	16	relationship	relationship	NOUN
emaj-228	42	17	with	with	ADP
emaj-228	42	18	the	the	DET
emaj-228	42	19	relevant	relevant	ADJ
emaj-228	42	20	attributes	attribute	NOUN
emaj-228	42	21	.	.	PUNCT
emaj-228	43	1	thus	thus	ADV
emaj-228	43	2	,	,	PUNCT
emaj-228	43	3	the	the	DET
emaj-228	43	4	brand	brand	NOUN
emaj-228	43	5	's	's	PART
emaj-228	43	6	strengths	strength	NOUN
emaj-228	43	7	and	and	CCONJ
emaj-228	43	8	weaknesses	weakness	NOUN
emaj-228	43	9	are	be	AUX
emaj-228	43	10	obtained	obtain	VERB
emaj-228	43	11	and	and	CCONJ
emaj-228	43	12	categorized	categorize	VERB
emaj-228	43	13	according	accord	VERB
emaj-228	43	14	to	to	ADP
emaj-228	43	15	the	the	DET
emaj-228	43	16	properties	property	NOUN
emaj-228	43	17	like	like	ADP
emaj-228	43	18	age	age	NOUN
emaj-228	43	19	,	,	PUNCT
emaj-228	43	20	gender	gender	NOUN
emaj-228	43	21	and	and	CCONJ
emaj-228	43	22	demographic	demographic	ADJ
emaj-228	43	23	attributes	attribute	NOUN
emaj-228	43	24	.	.	PUNCT
emaj-228	44	1	traditional	traditional	ADJ
emaj-228	44	2	methods	method	NOUN
emaj-228	44	3	such	such	ADJ
emaj-228	44	4	as	as	ADP
emaj-228	44	5	surveys	survey	NOUN
emaj-228	44	6	and	and	CCONJ
emaj-228	44	7	focus	focus	NOUN
emaj-228	44	8	group	group	NOUN
emaj-228	44	9	studies	study	NOUN
emaj-228	44	10	can	can	AUX
emaj-228	44	11	be	be	AUX
emaj-228	44	12	utilized	utilize	VERB
emaj-228	44	13	for	for	ADP
emaj-228	44	14	brand	brand	NOUN
emaj-228	44	15	image	image	NOUN
emaj-228	44	16	tracking	tracking	NOUN
emaj-228	44	17	.	.	PUNCT
emaj-228	45	1	traditional	traditional	ADJ
emaj-228	45	2	methods	method	NOUN
emaj-228	45	3	are	be	AUX
emaj-228	45	4	based	base	VERB
emaj-228	45	5	on	on	ADP
emaj-228	45	6	a	a	DET
emaj-228	45	7	series	series	NOUN
emaj-228	45	8	of	of	ADP
emaj-228	45	9	predefined	predefine	VERB
emaj-228	45	10	product	product	NOUN
emaj-228	45	11	features	feature	NOUN
emaj-228	45	12	or	or	CCONJ
emaj-228	45	13	interpretations	interpretation	NOUN
emaj-228	45	14	of	of	ADP
emaj-228	45	15	dimensions	dimension	NOUN
emaj-228	45	16	derived	derive	VERB
emaj-228	45	17	from	from	ADP
emaj-228	45	18	consumer	consumer	NOUN
emaj-228	45	19	surveys	survey	NOUN
emaj-228	45	20	(	(	PUNCT
emaj-228	45	21	lee	lee	PROPN
emaj-228	45	22	and	and	CCONJ
emaj-228	45	23	bradlow	bradlow	VERB
emaj-228	45	24	,	,	PUNCT
emaj-228	45	25	2011	2011	NUM
emaj-228	45	26	)	)	PUNCT
emaj-228	45	27	.	.	PUNCT
emaj-228	46	1	these	these	DET
emaj-228	46	2	methods	method	NOUN
emaj-228	46	3	provide	provide	VERB
emaj-228	46	4	some	some	DET
emaj-228	46	5	practical	practical	ADJ
emaj-228	46	6	input	input	NOUN
emaj-228	46	7	for	for	ADP
emaj-228	46	8	the	the	DET
emaj-228	46	9	studies	study	NOUN
emaj-228	46	10	.	.	PUNCT
emaj-228	47	1	however	however	ADV
emaj-228	47	2	,	,	PUNCT
emaj-228	47	3	they	they	PRON
emaj-228	47	4	are	be	AUX
emaj-228	47	5	costly	costly	ADJ
emaj-228	47	6	and	and	CCONJ
emaj-228	47	7	if	if	SCONJ
emaj-228	47	8	they	they	PRON
emaj-228	47	9	are	be	AUX
emaj-228	47	10	not	not	PART
emaj-228	47	11	answered	answer	VERB
emaj-228	47	12	correctly	correctly	ADV
emaj-228	47	13	,	,	PUNCT
emaj-228	47	14	the	the	DET
emaj-228	47	15	study	study	NOUN
emaj-228	47	16	may	may	AUX
emaj-228	47	17	give	give	VERB
emaj-228	47	18	incorrect	incorrect	ADJ
emaj-228	47	19	results	result	NOUN
emaj-228	47	20	unless	unless	SCONJ
emaj-228	47	21	it	it	PRON
emaj-228	47	22	is	be	AUX
emaj-228	47	23	not	not	PART
emaj-228	47	24	under	under	ADP
emaj-228	47	25	control	control	NOUN
emaj-228	47	26	.	.	PUNCT
emaj-228	48	1	as	as	ADP
emaj-228	48	2	an	an	DET
emaj-228	48	3	alternative	alternative	NOUN
emaj-228	48	4	to	to	ADP
emaj-228	48	5	traditional	traditional	ADJ
emaj-228	48	6	methods	method	NOUN
emaj-228	48	7	,	,	PUNCT
emaj-228	48	8	social	social	ADJ
emaj-228	48	9	media	medium	NOUN
emaj-228	48	10	analysis	analysis	NOUN
emaj-228	48	11	can	can	AUX
emaj-228	48	12	be	be	AUX
emaj-228	48	13	implemented	implement	VERB
emaj-228	48	14	for	for	ADP
emaj-228	48	15	consumer	consumer	NOUN
emaj-228	48	16	satisfaction	satisfaction	NOUN
emaj-228	48	17	by	by	ADP
emaj-228	48	18	taking	take	VERB
emaj-228	48	19	raw	raw	ADJ
emaj-228	48	20	data	datum	NOUN
emaj-228	48	21	as	as	ADP
emaj-228	48	22	input	input	NOUN
emaj-228	48	23	from	from	ADP
emaj-228	48	24	them	they	PRON
emaj-228	48	25	,	,	PUNCT
emaj-228	48	26	carrying	carry	VERB
emaj-228	48	27	out	out	ADP
emaj-228	48	28	a	a	DET
emaj-228	48	29	transaction	transaction	NOUN
emaj-228	48	30	and	and	CCONJ
emaj-228	48	31	making	make	VERB
emaj-228	48	32	a	a	DET
emaj-228	48	33	meaningful	meaningful	ADJ
emaj-228	48	34	inference	inference	NOUN
emaj-228	48	35	.	.	PUNCT
emaj-228	49	1	thanks	thank	NOUN
emaj-228	49	2	to	to	ADP
emaj-228	49	3	digitalization	digitalization	NOUN
emaj-228	49	4	and	and	CCONJ
emaj-228	49	5	the	the	DET
emaj-228	49	6	widespread	widespread	ADJ
emaj-228	49	7	usage	usage	NOUN
emaj-228	49	8	of	of	ADP
emaj-228	49	9	social	social	ADJ
emaj-228	49	10	media	medium	NOUN
emaj-228	49	11	,	,	PUNCT
emaj-228	49	12	most	most	ADJ
emaj-228	49	13	of	of	ADP
emaj-228	49	14	the	the	DET
emaj-228	49	15	internet	internet	NOUN
emaj-228	49	16	's	's	PART
emaj-228	49	17	content	content	NOUN
emaj-228	49	18	has	have	AUX
emaj-228	49	19	been	be	AUX
emaj-228	49	20	produced	produce	VERB
emaj-228	49	21	by	by	ADP
emaj-228	49	22	social	social	ADJ
emaj-228	49	23	media	medium	NOUN
emaj-228	49	24	users	user	NOUN
emaj-228	49	25	.	.	PUNCT
emaj-228	50	1	therefore	therefore	ADV
emaj-228	50	2	,	,	PUNCT
emaj-228	50	3	the	the	DET
emaj-228	50	4	amount	amount	NOUN
emaj-228	50	5	and	and	CCONJ
emaj-228	50	6	importance	importance	NOUN
emaj-228	50	7	of	of	ADP
emaj-228	50	8	this	this	DET
emaj-228	50	9	content	content	NOUN
emaj-228	50	10	increase	increase	NOUN
emaj-228	50	11	with	with	ADP
emaj-228	50	12	high	high	ADJ
emaj-228	50	13	acceleration	acceleration	NOUN
emaj-228	50	14	.	.	PUNCT
emaj-228	51	1	analyses	analysis	NOUN
emaj-228	51	2	of	of	ADP
emaj-228	51	3	data	datum	NOUN
emaj-228	51	4	obtained	obtain	VERB
emaj-228	51	5	from	from	ADP
emaj-228	51	6	social	social	ADJ
emaj-228	51	7	media	medium	NOUN
emaj-228	51	8	are	be	AUX
emaj-228	51	9	based	base	VERB
emaj-228	51	10	on	on	ADP
emaj-228	51	11	individuals	individual	NOUN
emaj-228	51	12	'	'	PART
emaj-228	51	13	thoughts	thought	NOUN
emaj-228	51	14	.	.	PUNCT
emaj-228	52	1	therefore	therefore	ADV
emaj-228	52	2	,	,	PUNCT
emaj-228	52	3	the	the	DET
emaj-228	52	4	risk	risk	NOUN
emaj-228	52	5	of	of	ADP
emaj-228	52	6	getting	get	VERB
emaj-228	52	7	wrong	wrong	ADJ
emaj-228	52	8	results	result	NOUN
emaj-228	52	9	can	can	AUX
emaj-228	52	10	be	be	AUX
emaj-228	52	11	eliminated	eliminate	VERB
emaj-228	52	12	.	.	PUNCT
emaj-228	53	1	in	in	ADP
emaj-228	53	2	addition	addition	NOUN
emaj-228	53	3	to	to	ADP
emaj-228	53	4	that	that	PRON
emaj-228	53	5	,	,	PUNCT
emaj-228	53	6	the	the	DET
emaj-228	53	7	analysis	analysis	NOUN
emaj-228	53	8	performed	perform	VERB
emaj-228	53	9	using	use	VERB
emaj-228	53	10	data	datum	NOUN
emaj-228	53	11	obtained	obtain	VERB
emaj-228	53	12	are	be	AUX
emaj-228	53	13	more	more	ADJ
emaj-228	53	14	cost	cost	NOUN
emaj-228	53	15	-	-	PUNCT
emaj-228	53	16	effective	effective	ADJ
emaj-228	53	17	than	than	ADP
emaj-228	53	18	other	other	ADJ
emaj-228	53	19	methods	method	NOUN
emaj-228	53	20	.	.	PUNCT
emaj-228	54	1	in	in	ADP
emaj-228	54	2	this	this	DET
emaj-228	54	3	study	study	NOUN
emaj-228	54	4	,	,	PUNCT
emaj-228	54	5	iphone	iphone	NOUN
emaj-228	54	6	's	's	PART
emaj-228	54	7	brand	brand	NOUN
emaj-228	54	8	image	image	NOUN
emaj-228	54	9	profile	profile	NOUN
emaj-228	54	10	was	be	AUX
emaj-228	54	11	created	create	VERB
emaj-228	54	12	using	use	VERB
emaj-228	54	13	data	datum	NOUN
emaj-228	54	14	obtained	obtain	VERB
emaj-228	54	15	from	from	ADP
emaj-228	54	16	twitter	twitter	NOUN
emaj-228	54	17	,	,	PUNCT
emaj-228	54	18	a	a	DET
emaj-228	54	19	commonly	commonly	ADV
emaj-228	54	20	used	use	VERB
emaj-228	54	21	social	social	ADJ
emaj-228	54	22	media	medium	NOUN
emaj-228	54	23	platform	platform	NOUN
emaj-228	54	24	.	.	PUNCT
emaj-228	55	1	the	the	DET
emaj-228	55	2	focus	focus	NOUN
emaj-228	55	3	group	group	NOUN
emaj-228	55	4	discussion	discussion	NOUN
emaj-228	55	5	determined	determine	VERB
emaj-228	55	6	the	the	DET
emaj-228	55	7	required	require	VERB
emaj-228	55	8	attributes	attribute	NOUN
emaj-228	55	9	for	for	ADP
emaj-228	55	10	creating	create	VERB
emaj-228	55	11	a	a	DET
emaj-228	55	12	brand	brand	NOUN
emaj-228	55	13	image	image	NOUN
emaj-228	55	14	profile	profile	NOUN
emaj-228	55	15	.	.	PUNCT
emaj-228	56	1	the	the	DET
emaj-228	56	2	total	total	ADJ
emaj-228	56	3	number	number	NOUN
emaj-228	56	4	of	of	ADP
emaj-228	56	5	87.227	87.227	NUM
emaj-228	56	6	tweets	tweet	NOUN
emaj-228	56	7	containing	contain	VERB
emaj-228	56	8	the	the	DET
emaj-228	56	9	iphone	iphone	NOUN
emaj-228	56	10	attributes	attribute	NOUN
emaj-228	56	11	was	be	AUX
emaj-228	56	12	obtained	obtain	VERB
emaj-228	56	13	from	from	ADP
emaj-228	56	14	twitter	twitter	NOUN
emaj-228	56	15	using	use	VERB
emaj-228	56	16	rapidminer	rapidminer	NOUN
emaj-228	56	17	studio	studio	NOUN
emaj-228	56	18	data	datum	NOUN
emaj-228	56	19	mining	mining	NOUN
emaj-228	56	20	software	software	NOUN
emaj-228	56	21	between	between	ADP
emaj-228	56	22	december	december	PROPN
emaj-228	56	23	17th	17th	NOUN
emaj-228	56	24	,	,	PUNCT
emaj-228	56	25	2019	2019	NUM
emaj-228	56	26	and	and	CCONJ
emaj-228	56	27	march	march	PROPN
emaj-228	56	28	23rd	23rd	NUM
emaj-228	56	29	,	,	PUNCT
emaj-228	56	30	2020	2020	NUM
emaj-228	56	31	.	.	PUNCT
emaj-228	57	1	all	all	DET
emaj-228	57	2	tweets	tweet	NOUN
emaj-228	57	3	obtained	obtain	VERB
emaj-228	57	4	have	have	AUX
emaj-228	57	5	been	be	AUX
emaj-228	57	6	analyzed	analyze	VERB
emaj-228	57	7	and	and	CCONJ
emaj-228	57	8	interpreted	interpret	VERB
emaj-228	57	9	to	to	PART
emaj-228	57	10	generate	generate	VERB
emaj-228	57	11	an	an	DET
emaj-228	57	12	image	image	NOUN
emaj-228	57	13	profile	profile	NOUN
emaj-228	57	14	for	for	ADP
emaj-228	57	15	the	the	DET
emaj-228	57	16	iphone	iphone	NOUN
emaj-228	57	17	product	product	NOUN
emaj-228	57	18	.	.	PUNCT
emaj-228	58	1	an	an	DET
emaj-228	58	2	image	image	NOUN
emaj-228	58	3	profile	profile	NOUN
emaj-228	58	4	survey	survey	NOUN
emaj-228	58	5	,	,	PUNCT
emaj-228	58	6	one	one	NUM
emaj-228	58	7	of	of	ADP
emaj-228	58	8	the	the	DET
emaj-228	58	9	traditional	traditional	ADJ
emaj-228	58	10	methods	method	NOUN
emaj-228	58	11	,	,	PUNCT
emaj-228	58	12	was	be	AUX
emaj-228	58	13	implemented	implement	VERB
emaj-228	58	14	for	for	ADP
emaj-228	58	15	iphone	iphone	NOUN
emaj-228	58	16	as	as	ADP
emaj-228	58	17	an	an	DET
emaj-228	58	18	additional	additional	ADJ
emaj-228	58	19	study	study	NOUN
emaj-228	58	20	.	.	PUNCT
emaj-228	59	1	in	in	ADP
emaj-228	59	2	order	order	NOUN
emaj-228	59	3	to	to	PART
emaj-228	59	4	evaluate	evaluate	VERB
emaj-228	59	5	the	the	DET
emaj-228	59	6	image	image	NOUN
emaj-228	59	7	profile	profile	NOUN
emaj-228	59	8	study	study	NOUN
emaj-228	59	9	results	result	NOUN
emaj-228	59	10	,	,	PUNCT
emaj-228	59	11	the	the	DET
emaj-228	59	12	results	result	NOUN
emaj-228	59	13	of	of	ADP
emaj-228	59	14	both	both	DET
emaj-228	59	15	studies	study	NOUN
emaj-228	59	16	were	be	AUX
emaj-228	59	17	compared	compare	VERB
emaj-228	59	18	.	.	PUNCT
emaj-228	60	1	ii	ii	X
emaj-228	60	2	.	.	PUNCT
emaj-228	61	1	literature	literature	PROPN
emaj-228	61	2	review	review	PROPN
emaj-228	61	3	determining	determine	VERB
emaj-228	61	4	the	the	DET
emaj-228	61	5	brand	brand	NOUN
emaj-228	61	6	's	's	PART
emaj-228	61	7	image	image	NOUN
emaj-228	61	8	and	and	CCONJ
emaj-228	61	9	attribute	attribute	NOUN
emaj-228	61	10	by	by	ADP
emaj-228	61	11	using	use	VERB
emaj-228	61	12	data	datum	NOUN
emaj-228	61	13	obtained	obtain	VERB
emaj-228	61	14	from	from	ADP
emaj-228	61	15	social	social	ADJ
emaj-228	61	16	media	medium	NOUN
emaj-228	61	17	is	be	AUX
emaj-228	61	18	not	not	PART
emaj-228	61	19	a	a	DET
emaj-228	61	20	common	common	ADJ
emaj-228	61	21	practice	practice	NOUN
emaj-228	61	22	.	.	PUNCT
emaj-228	62	1	therefore	therefore	ADV
emaj-228	62	2	,	,	PUNCT
emaj-228	62	3	few	few	ADJ
emaj-228	62	4	studies	study	NOUN
emaj-228	62	5	in	in	ADP
emaj-228	62	6	this	this	DET
emaj-228	62	7	field	field	NOUN
emaj-228	62	8	could	could	AUX
emaj-228	62	9	be	be	AUX
emaj-228	62	10	found	find	VERB
emaj-228	62	11	in	in	ADP
emaj-228	62	12	the	the	DET
emaj-228	62	13	literature	literature	NOUN
emaj-228	62	14	.	.	PUNCT
emaj-228	63	1	one	one	NUM
emaj-228	63	2	of	of	ADP
emaj-228	63	3	the	the	DET
emaj-228	63	4	first	first	ADJ
emaj-228	63	5	studies	study	NOUN
emaj-228	63	6	in	in	ADP
emaj-228	63	7	this	this	DET
emaj-228	63	8	regard	regard	NOUN
emaj-228	63	9	is	be	AUX
emaj-228	63	10	made	make	VERB
emaj-228	63	11	by	by	ADP
emaj-228	63	12	lee	lee	PROPN
emaj-228	63	13	and	and	CCONJ
emaj-228	63	14	bradlow	bradlow	VERB
emaj-228	63	15	(	(	PUNCT
emaj-228	63	16	2011	2011	NUM
emaj-228	63	17	)	)	PUNCT
emaj-228	63	18	.	.	PUNCT
emaj-228	64	1	they	they	PRON
emaj-228	64	2	presented	present	VERB
emaj-228	64	3	a	a	DET
emaj-228	64	4	method	method	NOUN
emaj-228	64	5	to	to	PART
emaj-228	64	6	determine	determine	VERB
emaj-228	64	7	product	product	NOUN
emaj-228	64	8	attributes	attribute	NOUN
emaj-228	64	9	and	and	CCONJ
emaj-228	64	10	the	the	DET
emaj-228	64	11	brand	brand	NOUN
emaj-228	64	12	's	's	PART
emaj-228	64	13	position	position	NOUN
emaj-228	64	14	on	on	ADP
emaj-228	64	15	the	the	DET
emaj-228	64	16	comments	comment	NOUN
emaj-228	64	17	automatically	automatically	ADV
emaj-228	64	18	extracted	extract	VERB
emaj-228	64	19	from	from	ADP
emaj-228	64	20	online	online	ADJ
emaj-228	64	21	customer	customer	NOUN
emaj-228	64	22	reviews	review	NOUN
emaj-228	64	23	.	.	PUNCT
emaj-228	65	1	these	these	DET
emaj-228	65	2	comments	comment	NOUN
emaj-228	65	3	were	be	AUX
emaj-228	65	4	obtained	obtain	VERB
emaj-228	65	5	from	from	ADP
emaj-228	65	6	websites	website	NOUN
emaj-228	65	7	as	as	ADV
emaj-228	65	8	well	well	ADV
emaj-228	65	9	as	as	ADP
emaj-228	65	10	social	social	ADJ
emaj-228	65	11	media	medium	NOUN
emaj-228	65	12	platforms	platform	NOUN
emaj-228	65	13	with	with	ADP
emaj-228	65	14	the	the	DET
emaj-228	65	15	help	help	NOUN
emaj-228	65	16	of	of	ADP
emaj-228	65	17	general	general	ADJ
emaj-228	65	18	-	-	PUNCT
emaj-228	65	19	purpose	purpose	NOUN
emaj-228	65	20	software	software	NOUN
emaj-228	65	21	.	.	PUNCT
emaj-228	66	1	then	then	ADV
emaj-228	66	2	,	,	PUNCT
emaj-228	66	3	they	they	PRON
emaj-228	66	4	tested	test	VERB
emaj-228	66	5	their	their	PRON
emaj-228	66	6	methods	method	NOUN
emaj-228	66	7	by	by	ADP
emaj-228	66	8	analyzing	analyze	VERB
emaj-228	66	9	six	six	NUM
emaj-228	66	10	-	-	PUNCT
emaj-228	66	11	year	year	NOUN
emaj-228	66	12	customer	customer	NOUN
emaj-228	66	13	review	review	NOUN
emaj-228	66	14	data	datum	NOUN
emaj-228	66	15	on	on	ADP
emaj-228	66	16	digital	digital	ADJ
emaj-228	66	17	cameras	camera	NOUN
emaj-228	66	18	.	.	PUNCT
emaj-228	67	1	in	in	ADP
emaj-228	67	2	their	their	PRON
emaj-228	67	3	study	study	NOUN
emaj-228	67	4	,	,	PUNCT
emaj-228	67	5	three	three	NUM
emaj-228	67	6	brands	brand	NOUN
emaj-228	67	7	of	of	ADP
emaj-228	67	8	digital	digital	ADJ
emaj-228	67	9	cameras	camera	NOUN
emaj-228	67	10	(	(	PUNCT
emaj-228	67	11	olympus	olympus	PROPN
emaj-228	67	12	,	,	PUNCT
emaj-228	67	13	hewlett	hewlett	PROPN
emaj-228	67	14	-	-	PUNCT
emaj-228	67	15	packard	packard	PROPN
emaj-228	67	16	(	(	PUNCT
emaj-228	67	17	h.p	h.p	PROPN
emaj-228	67	18	.	.	PROPN
emaj-228	67	19	)	)	PUNCT
emaj-228	67	20	and	and	CCONJ
emaj-228	67	21	fuji	fuji	PROPN
emaj-228	67	22	)	)	PUNCT
emaj-228	67	23	were	be	AUX
emaj-228	67	24	compared	compare	VERB
emaj-228	67	25	by	by	ADP
emaj-228	67	26	using	use	VERB
emaj-228	67	27	the	the	DET
emaj-228	67	28	clustering	clustering	ADJ
emaj-228	67	29	technique	technique	NOUN
emaj-228	67	30	based	base	VERB
emaj-228	67	31	on	on	ADP
emaj-228	67	32	the	the	DET
emaj-228	67	33	words	word	NOUN
emaj-228	67	34	"	"	PUNCT
emaj-228	67	35	zoom	zoom	NOUN
emaj-228	67	36	,	,	PUNCT
emaj-228	67	37	"	"	PUNCT
emaj-228	67	38	"	"	PUNCT
emaj-228	67	39	battery	battery	NOUN
emaj-228	67	40	life	life	NOUN
emaj-228	67	41	,	,	PUNCT
emaj-228	67	42	"	"	PUNCT
emaj-228	67	43	"	"	PUNCT
emaj-228	67	44	image	image	NOUN
emaj-228	67	45	quality	quality	NOUN
emaj-228	67	46	"	"	PUNCT
emaj-228	67	47	and	and	CCONJ
emaj-228	67	48	"	"	PUNCT
emaj-228	67	49	memory	memory	NOUN
emaj-228	67	50	"	"	PUNCT
emaj-228	67	51	.	.	PUNCT
emaj-228	68	1	thus	thus	ADV
emaj-228	68	2	,	,	PUNCT
emaj-228	68	3	they	they	PRON
emaj-228	68	4	conducted	conduct	VERB
emaj-228	68	5	market	market	NOUN
emaj-228	68	6	research	research	NOUN
emaj-228	68	7	by	by	ADP
emaj-228	68	8	using	use	VERB
emaj-228	68	9	both	both	PRON
emaj-228	68	10	text	text	NOUN
emaj-228	68	11	mining	mining	NOUN
emaj-228	68	12	and	and	CCONJ
emaj-228	68	13	k	k	NOUN
emaj-228	68	14	-	-	PUNCT
emaj-228	68	15	means	mean	NOUN
emaj-228	68	16	methods	method	NOUN
emaj-228	68	17	.	.	PUNCT
emaj-228	69	1	lee	lee	PROPN
emaj-228	69	2	and	and	CCONJ
emaj-228	69	3	bradlow	bradlow	VERB
emaj-228	69	4	(	(	PUNCT
emaj-228	69	5	2011	2011	NUM
emaj-228	69	6	)	)	PUNCT
emaj-228	69	7	demonstrated	demonstrate	VERB
emaj-228	69	8	that	that	SCONJ
emaj-228	69	9	social	social	ADJ
emaj-228	69	10	media	medium	NOUN
emaj-228	69	11	could	could	AUX
emaj-228	69	12	be	be	AUX
emaj-228	69	13	used	use	VERB
emaj-228	69	14	for	for	ADP
emaj-228	69	15	marketing	marketing	NOUN
emaj-228	69	16	research	research	NOUN
emaj-228	69	17	,	,	PUNCT
emaj-228	69	18	but	but	CCONJ
emaj-228	69	19	their	their	PRON
emaj-228	69	20	methods	method	NOUN
emaj-228	69	21	can	can	AUX
emaj-228	69	22	not	not	PART
emaj-228	69	23	be	be	AUX
emaj-228	69	24	compared	compare	VERB
emaj-228	69	25	with	with	ADP
emaj-228	69	26	the	the	DET
emaj-228	69	27	traditional	traditional	ADJ
emaj-228	69	28	ones	one	NOUN
emaj-228	69	29	.	.	PUNCT
emaj-228	70	1	culotta	culotta	NOUN
emaj-228	70	2	and	and	CCONJ
emaj-228	70	3	cutler	cutler	NOUN
emaj-228	70	4	(	(	PUNCT
emaj-228	70	5	2016	2016	NUM
emaj-228	70	6	)	)	PUNCT
emaj-228	70	7	compared	compare	VERB
emaj-228	70	8	traditional	traditional	ADJ
emaj-228	70	9	brand	brand	NOUN
emaj-228	70	10	image	image	NOUN
emaj-228	70	11	methods	method	NOUN
emaj-228	70	12	with	with	ADP
emaj-228	70	13	the	the	DET
emaj-228	70	14	social	social	ADJ
emaj-228	70	15	media	medium	NOUN
emaj-228	70	16	analytics	analytic	NOUN
emaj-228	70	17	approach	approach	NOUN
emaj-228	70	18	.	.	PUNCT
emaj-228	71	1	in	in	ADP
emaj-228	71	2	this	this	DET
emaj-228	71	3	study	study	NOUN
emaj-228	71	4	,	,	PUNCT
emaj-228	71	5	consumer	consumer	NOUN
emaj-228	71	6	perception	perception	NOUN
emaj-228	71	7	was	be	AUX
emaj-228	71	8	an	an	DET
emaj-228	71	9	essential	essential	ADJ
emaj-228	71	10	component	component	NOUN
emaj-228	71	11	of	of	ADP
emaj-228	71	12	brand	brand	NOUN
emaj-228	71	13	value	value	NOUN
emaj-228	71	14	and	and	CCONJ
emaj-228	71	15	marketing	marketing	NOUN
emaj-228	71	16	strategy	strategy	NOUN
emaj-228	71	17	.	.	PUNCT
emaj-228	72	1	they	they	PRON
emaj-228	72	2	considered	consider	VERB
emaj-228	72	3	that	that	SCONJ
emaj-228	72	4	traditional	traditional	ADJ
emaj-228	72	5	approaches	approach	NOUN
emaj-228	72	6	such	such	ADJ
emaj-228	72	7	as	as	ADP
emaj-228	72	8	surveys	survey	NOUN
emaj-228	72	9	to	to	PART
emaj-228	72	10	monitor	monitor	VERB
emaj-228	72	11	such	such	ADJ
emaj-228	72	12	perceptions	perception	NOUN
emaj-228	72	13	are	be	AUX
emaj-228	72	14	costly	costly	ADJ
emaj-228	72	15	,	,	PUNCT
emaj-228	72	16	time	time	NOUN
emaj-228	72	17	-	-	PUNCT
emaj-228	72	18	consuming	consume	VERB
emaj-228	72	19	and	and	CCONJ
emaj-228	72	20	inaccurate	inaccurate	ADJ
emaj-228	72	21	.	.	PUNCT
emaj-228	73	1	therefore	therefore	ADV
emaj-228	73	2	,	,	PUNCT
emaj-228	73	3	they	they	PRON
emaj-228	73	4	proposed	propose	VERB
emaj-228	73	5	analyzing	analyze	VERB
emaj-228	73	6	the	the	DET
emaj-228	73	7	social	social	ADJ
emaj-228	73	8	connections	connection	NOUN
emaj-228	73	9	of	of	ADP
emaj-228	73	10	the	the	DET
emaj-228	73	11	brand	brand	NOUN
emaj-228	73	12	on	on	ADP
emaj-228	73	13	twitter	twitter	NOUN
emaj-228	73	14	to	to	PART
emaj-228	73	15	measure	measure	VERB
emaj-228	73	16	the	the	DET
emaj-228	73	17	brand	brand	NOUN
emaj-228	73	18	's	's	PART
emaj-228	73	19	perception	perception	NOUN
emaj-228	73	20	according	accord	VERB
emaj-228	73	21	to	to	ADP
emaj-228	73	22	the	the	DET
emaj-228	73	23	attributes	attribute	NOUN
emaj-228	73	24	.	.	PUNCT
emaj-228	74	1	through	through	ADP
emaj-228	74	2	this	this	DET
emaj-228	74	3	method	method	NOUN
emaj-228	74	4	,	,	PUNCT
emaj-228	74	5	they	they	PRON
emaj-228	74	6	rated	rate	VERB
emaj-228	74	7	three	three	NUM
emaj-228	74	8	volume	volume	NOUN
emaj-228	74	9	11	11	NUM
emaj-228	74	10	no	no	DET
emaj-228	74	11	2	2	NUM
emaj-228	74	12	(	(	PUNCT
emaj-228	74	13	2021	2021	NUM
emaj-228	74	14	)	)	PUNCT
emaj-228	74	15	|	|	ADV
emaj-228	74	16	issn	issn	VERB
emaj-228	74	17	2158	2158	NUM
emaj-228	74	18	-	-	SYM
emaj-228	74	19	8708	8708	NUM
emaj-228	74	20	(	(	PUNCT
emaj-228	74	21	online	online	NOUN
emaj-228	74	22	)	)	PUNCT
emaj-228	74	23	|	|	ADV
emaj-228	74	24	doi	doi	X
emaj-228	74	25	10.5195	10.5195	NUM
emaj-228	74	26	/	/	SYM
emaj-228	74	27	emaj.2021.228	emaj.2021.228	PROPN
emaj-228	74	28	|	|	ADV
emaj-228	74	29	http://emaj.pitt.edu	http://emaj.pitt.edu	AUX
emaj-228	74	30	creating	create	VERB
emaj-228	74	31	brand	brand	NOUN
emaj-228	74	32	image	image	NOUN
emaj-228	74	33	profile	profile	NOUN
emaj-228	74	34	by	by	ADP
emaj-228	74	35	social	social	ADJ
emaj-228	74	36	media	medium	NOUN
emaj-228	74	37	analysis	analysis	NOUN
emaj-228	74	38	page	page	NOUN
emaj-228	74	39	|18|	|18|	NUM
emaj-228	74	40	emerging	emerge	VERB
emaj-228	74	41	markets	market	NOUN
emaj-228	74	42	journal	journal	NOUN
emaj-228	74	43	perceptual	perceptual	ADJ
emaj-228	74	44	attributes	attribute	NOUN
emaj-228	74	45	for	for	ADP
emaj-228	74	46	more	more	ADJ
emaj-228	74	47	than	than	ADP
emaj-228	74	48	200	200	NUM
emaj-228	74	49	brands	brand	NOUN
emaj-228	74	50	.	.	PUNCT
emaj-228	75	1	also	also	ADV
emaj-228	75	2	,	,	PUNCT
emaj-228	75	3	they	they	PRON
emaj-228	75	4	collected	collect	VERB
emaj-228	75	5	data	datum	NOUN
emaj-228	75	6	by	by	ADP
emaj-228	75	7	direct	direct	ADJ
emaj-228	75	8	survey	survey	NOUN
emaj-228	75	9	method	method	NOUN
emaj-228	75	10	.	.	PUNCT
emaj-228	76	1	finally	finally	ADV
emaj-228	76	2	,	,	PUNCT
emaj-228	76	3	they	they	PRON
emaj-228	76	4	had	have	AUX
emaj-228	76	5	compared	compare	VERB
emaj-228	76	6	the	the	DET
emaj-228	76	7	results	result	NOUN
emaj-228	76	8	of	of	ADP
emaj-228	76	9	both	both	DET
emaj-228	76	10	studies	study	NOUN
emaj-228	76	11	and	and	CCONJ
emaj-228	76	12	found	find	VERB
emaj-228	76	13	a	a	DET
emaj-228	76	14	consistently	consistently	ADV
emaj-228	76	15	strong	strong	ADJ
emaj-228	76	16	correlation	correlation	NOUN
emaj-228	76	17	in	in	ADP
emaj-228	76	18	the	the	DET
emaj-228	76	19	results	result	NOUN
emaj-228	76	20	.	.	PUNCT
emaj-228	77	1	various	various	ADJ
emaj-228	77	2	companies	company	NOUN
emaj-228	77	3	from	from	ADP
emaj-228	77	4	the	the	DET
emaj-228	77	5	automotive	automotive	ADJ
emaj-228	77	6	,	,	PUNCT
emaj-228	77	7	textile	textile	NOUN
emaj-228	77	8	,	,	PUNCT
emaj-228	77	9	food	food	NOUN
emaj-228	77	10	and	and	CCONJ
emaj-228	77	11	cosmetics	cosmetic	NOUN
emaj-228	77	12	industries	industry	NOUN
emaj-228	77	13	have	have	AUX
emaj-228	77	14	been	be	AUX
emaj-228	77	15	chosen	choose	VERB
emaj-228	77	16	to	to	PART
emaj-228	77	17	make	make	VERB
emaj-228	77	18	comparisons	comparison	NOUN
emaj-228	77	19	.	.	PUNCT
emaj-228	78	1	for	for	ADP
emaj-228	78	2	example	example	NOUN
emaj-228	78	3	,	,	PUNCT
emaj-228	78	4	when	when	SCONJ
emaj-228	78	5	they	they	PRON
emaj-228	78	6	chose	choose	VERB
emaj-228	78	7	a	a	DET
emaj-228	78	8	brand	brand	NOUN
emaj-228	78	9	from	from	ADP
emaj-228	78	10	the	the	DET
emaj-228	78	11	automotive	automotive	ADJ
emaj-228	78	12	industry	industry	NOUN
emaj-228	78	13	,	,	PUNCT
emaj-228	78	14	they	they	PRON
emaj-228	78	15	were	be	AUX
emaj-228	78	16	compared	compare	VERB
emaj-228	78	17	in	in	ADP
emaj-228	78	18	terms	term	NOUN
emaj-228	78	19	of	of	ADP
emaj-228	78	20	economic	economic	ADJ
emaj-228	78	21	and	and	CCONJ
emaj-228	78	22	luxury	luxury	NOUN
emaj-228	78	23	criteria	criterion	NOUN
emaj-228	78	24	.	.	PUNCT
emaj-228	79	1	at	at	ADP
emaj-228	79	2	the	the	DET
emaj-228	79	3	same	same	ADJ
emaj-228	79	4	time	time	NOUN
emaj-228	79	5	,	,	PUNCT
emaj-228	79	6	they	they	PRON
emaj-228	79	7	received	receive	VERB
emaj-228	79	8	a	a	DET
emaj-228	79	9	product	product	NOUN
emaj-228	79	10	selected	select	VERB
emaj-228	79	11	from	from	ADP
emaj-228	79	12	the	the	DET
emaj-228	79	13	cosmetic	cosmetic	ADJ
emaj-228	79	14	sector	sector	NOUN
emaj-228	79	15	only	only	ADV
emaj-228	79	16	as	as	ADP
emaj-228	79	17	economically	economically	ADV
emaj-228	79	18	evaluable	evaluable	ADJ
emaj-228	79	19	.	.	PUNCT
emaj-228	80	1	so	so	ADV
emaj-228	80	2	,	,	PUNCT
emaj-228	80	3	considering	consider	VERB
emaj-228	80	4	a	a	DET
emaj-228	80	5	brand	brand	NOUN
emaj-228	80	6	(	(	PUNCT
emaj-228	80	7	e.g.	e.g.	ADV
emaj-228	80	8	,	,	PUNCT
emaj-228	80	9	smart	smart	ADJ
emaj-228	80	10	automobile	automobile	NOUN
emaj-228	80	11	)	)	PUNCT
emaj-228	80	12	and	and	CCONJ
emaj-228	80	13	an	an	DET
emaj-228	80	14	attribute	attribute	NOUN
emaj-228	80	15	(	(	PUNCT
emaj-228	80	16	e.g.	e.g.	ADV
emaj-228	80	17	,	,	PUNCT
emaj-228	80	18	being	be	AUX
emaj-228	80	19	environmentally	environmentally	ADV
emaj-228	80	20	friendly	friendly	ADJ
emaj-228	80	21	)	)	PUNCT
emaj-228	80	22	,	,	PUNCT
emaj-228	80	23	they	they	PRON
emaj-228	80	24	aimed	aim	VERB
emaj-228	80	25	to	to	PART
emaj-228	80	26	develop	develop	VERB
emaj-228	80	27	an	an	DET
emaj-228	80	28	automated	automate	VERB
emaj-228	80	29	method	method	NOUN
emaj-228	80	30	to	to	PART
emaj-228	80	31	assign	assign	VERB
emaj-228	80	32	a	a	DET
emaj-228	80	33	brand	brand	NOUN
emaj-228	80	34	score	score	NOUN
emaj-228	80	35	.	.	PUNCT
emaj-228	81	1	they	they	PRON
emaj-228	81	2	made	make	VERB
emaj-228	81	3	the	the	DET
emaj-228	81	4	"	"	PUNCT
emaj-228	81	5	environment	environment	NOUN
emaj-228	81	6	"	"	PUNCT
emaj-228	81	7	,	,	PUNCT
emaj-228	81	8	"	"	PUNCT
emaj-228	81	9	luxury	luxury	NOUN
emaj-228	81	10	"	"	PUNCT
emaj-228	81	11	and	and	CCONJ
emaj-228	81	12	"	"	PUNCT
emaj-228	81	13	nutritious	nutritious	ADJ
emaj-228	81	14	"	"	PUNCT
emaj-228	81	15	queries	query	NOUN
emaj-228	81	16	to	to	PART
emaj-228	81	17	collect	collect	VERB
emaj-228	81	18	samples	sample	NOUN
emaj-228	81	19	for	for	ADP
emaj-228	81	20	each	each	PRON
emaj-228	81	21	of	of	ADP
emaj-228	81	22	the	the	DET
emaj-228	81	23	three	three	NUM
emaj-228	81	24	perceptual	perceptual	ADJ
emaj-228	81	25	attributes	attribute	NOUN
emaj-228	81	26	using	use	VERB
emaj-228	81	27	the	the	DET
emaj-228	81	28	'	'	PUNCT
emaj-228	81	29	twitter	twitter	NOUN
emaj-228	81	30	list	list	NOUN
emaj-228	81	31	search	search	NOUN
emaj-228	81	32	method	method	NOUN
emaj-228	81	33	.	.	PUNCT
emaj-228	82	1	up	up	ADP
emaj-228	82	2	to	to	PART
emaj-228	82	3	50.000	50.000	NUM
emaj-228	82	4	ids	id	NOUN
emaj-228	82	5	of	of	ADP
emaj-228	82	6	twitter	twitter	NOUN
emaj-228	82	7	followers	follower	NOUN
emaj-228	82	8	were	be	AUX
emaj-228	82	9	collected	collect	VERB
emaj-228	82	10	for	for	ADP
emaj-228	82	11	each	each	PRON
emaj-228	82	12	of	of	ADP
emaj-228	82	13	the	the	DET
emaj-228	82	14	exemplary	exemplary	ADJ
emaj-228	82	15	brand	brand	NOUN
emaj-228	82	16	accounts	account	NOUN
emaj-228	82	17	.	.	PUNCT
emaj-228	83	1	with	with	ADP
emaj-228	83	2	this	this	DET
emaj-228	83	3	approach	approach	NOUN
emaj-228	83	4	,	,	PUNCT
emaj-228	83	5	they	they	PRON
emaj-228	83	6	provided	provide	VERB
emaj-228	83	7	a	a	DET
emaj-228	83	8	reliable	reliable	ADJ
emaj-228	83	9	,	,	PUNCT
emaj-228	83	10	flexible	flexible	ADJ
emaj-228	83	11	and	and	CCONJ
emaj-228	83	12	scalable	scalable	ADJ
emaj-228	83	13	method	method	NOUN
emaj-228	83	14	to	to	PART
emaj-228	83	15	track	track	VERB
emaj-228	83	16	brand	brand	NOUN
emaj-228	83	17	perceptions	perception	NOUN
emaj-228	83	18	and	and	CCONJ
emaj-228	83	19	provide	provide	VERB
emaj-228	83	20	a	a	DET
emaj-228	83	21	basis	basis	NOUN
emaj-228	83	22	for	for	SCONJ
emaj-228	83	23	future	future	ADJ
emaj-228	83	24	work	work	NOUN
emaj-228	83	25	to	to	PART
emaj-228	83	26	understand	understand	VERB
emaj-228	83	27	brand	brand	NOUN
emaj-228	83	28	-	-	PUNCT
emaj-228	83	29	consumer	consumer	NOUN
emaj-228	83	30	social	social	ADJ
emaj-228	83	31	media	medium	NOUN
emaj-228	83	32	relationships	relationship	NOUN
emaj-228	83	33	.	.	PUNCT
emaj-228	84	1	another	another	DET
emaj-228	84	2	study	study	NOUN
emaj-228	84	3	that	that	PRON
emaj-228	84	4	criticizes	criticize	VERB
emaj-228	84	5	traditional	traditional	ADJ
emaj-228	84	6	methods	method	NOUN
emaj-228	84	7	and	and	CCONJ
emaj-228	84	8	expresses	express	VERB
emaj-228	84	9	social	social	ADJ
emaj-228	84	10	media	medium	NOUN
emaj-228	84	11	as	as	ADP
emaj-228	84	12	an	an	DET
emaj-228	84	13	alternative	alternative	NOUN
emaj-228	84	14	belongs	belong	VERB
emaj-228	84	15	to	to	ADP
emaj-228	84	16	pournarakis	pournaraki	NOUN
emaj-228	84	17	and	and	CCONJ
emaj-228	84	18	his	his	PRON
emaj-228	84	19	friends	friend	NOUN
emaj-228	84	20	(	(	PUNCT
emaj-228	84	21	2017	2017	NUM
emaj-228	84	22	)	)	PUNCT
emaj-228	84	23	.	.	PUNCT
emaj-228	85	1	they	they	PRON
emaj-228	85	2	claimed	claim	VERB
emaj-228	85	3	that	that	SCONJ
emaj-228	85	4	traditional	traditional	ADJ
emaj-228	85	5	data	datum	NOUN
emaj-228	85	6	collection	collection	NOUN
emaj-228	85	7	and	and	CCONJ
emaj-228	85	8	analysis	analysis	NOUN
emaj-228	85	9	methods	method	NOUN
emaj-228	85	10	(	(	PUNCT
emaj-228	85	11	e.g.	e.g.	ADV
emaj-228	85	12	surveys	survey	NOUN
emaj-228	85	13	and	and	CCONJ
emaj-228	85	14	telephone	telephone	NOUN
emaj-228	85	15	or	or	CCONJ
emaj-228	85	16	face	face	NOUN
emaj-228	85	17	-	-	PUNCT
emaj-228	85	18	to	to	ADP
emaj-228	85	19	-	-	PUNCT
emaj-228	85	20	face	face	NOUN
emaj-228	85	21	interviews	interview	NOUN
emaj-228	85	22	)	)	PUNCT
emaj-228	85	23	are	be	AUX
emaj-228	85	24	not	not	PART
emaj-228	85	25	enough	enough	ADJ
emaj-228	85	26	in	in	ADP
emaj-228	85	27	evaluating	evaluate	VERB
emaj-228	85	28	brand	brand	NOUN
emaj-228	85	29	performance	performance	NOUN
emaj-228	85	30	.	.	PUNCT
emaj-228	86	1	they	they	PRON
emaj-228	86	2	presented	present	VERB
emaj-228	86	3	a	a	DET
emaj-228	86	4	computational	computational	ADJ
emaj-228	86	5	model	model	NOUN
emaj-228	86	6	combining	combine	VERB
emaj-228	86	7	subject	subject	NOUN
emaj-228	86	8	and	and	CCONJ
emaj-228	86	9	sentiment	sentiment	NOUN
emaj-228	86	10	classification	classification	NOUN
emaj-228	86	11	to	to	PART
emaj-228	86	12	uncover	uncover	VERB
emaj-228	86	13	useful	useful	ADJ
emaj-228	86	14	topics	topic	NOUN
emaj-228	86	15	from	from	ADP
emaj-228	86	16	consumers	consumer	NOUN
emaj-228	86	17	'	'	PART
emaj-228	86	18	percentage	percentage	NOUN
emaj-228	86	19	on	on	ADP
emaj-228	86	20	social	social	ADJ
emaj-228	86	21	media	medium	NOUN
emaj-228	86	22	.	.	PUNCT
emaj-228	87	1	to	to	PART
emaj-228	87	2	show	show	VERB
emaj-228	87	3	the	the	DET
emaj-228	87	4	model	model	NOUN
emaj-228	87	5	's	's	PART
emaj-228	87	6	validity	validity	NOUN
emaj-228	87	7	,	,	PUNCT
emaj-228	87	8	they	they	PRON
emaj-228	87	9	collected	collect	VERB
emaj-228	87	10	data	datum	NOUN
emaj-228	87	11	about	about	ADP
emaj-228	87	12	uber	uber	PROPN
emaj-228	87	13	's	's	PART
emaj-228	87	14	transport	transport	NOUN
emaj-228	87	15	network	network	NOUN
emaj-228	87	16	via	via	ADP
emaj-228	87	17	twitter	twitter	NOUN
emaj-228	87	18	for	for	ADP
emaj-228	87	19	four	four	NUM
emaj-228	87	20	months	month	NOUN
emaj-228	87	21	.	.	PUNCT
emaj-228	88	1	over	over	ADP
emaj-228	88	2	280.000	280.000	NUM
emaj-228	88	3	tweets	tweet	NOUN
emaj-228	88	4	were	be	AUX
emaj-228	88	5	collected	collect	VERB
emaj-228	88	6	by	by	ADP
emaj-228	88	7	the	the	DET
emaj-228	88	8	streaming	streaming	NOUN
emaj-228	88	9	api	api	NOUN
emaj-228	88	10	'	'	PUNCT
emaj-228	88	11	tool	tool	NOUN
emaj-228	88	12	of	of	ADP
emaj-228	88	13	twitter	twitter	NOUN
emaj-228	88	14	and	and	CCONJ
emaj-228	88	15	analyzed	analyze	VERB
emaj-228	88	16	.	.	PUNCT
emaj-228	89	1	during	during	ADP
emaj-228	89	2	the	the	DET
emaj-228	89	3	data	data	NOUN
emaj-228	89	4	collection	collection	NOUN
emaj-228	89	5	process	process	NOUN
emaj-228	89	6	,	,	PUNCT
emaj-228	89	7	the	the	DET
emaj-228	89	8	focus	focus	NOUN
emaj-228	89	9	was	be	AUX
emaj-228	89	10	on	on	ADP
emaj-228	89	11	collecting	collect	VERB
emaj-228	89	12	tweets	tweet	NOUN
emaj-228	89	13	that	that	PRON
emaj-228	89	14	clearly	clearly	ADV
emaj-228	89	15	express	express	VERB
emaj-228	89	16	"	"	PUNCT
emaj-228	89	17	uber	uber	ADJ
emaj-228	89	18	"	"	PUNCT
emaj-228	89	19	using	use	VERB
emaj-228	89	20	"	"	PUNCT
emaj-228	89	21	mention	mention	NOUN
emaj-228	89	22	"	"	PUNCT
emaj-228	89	23	and	and	CCONJ
emaj-228	89	24	"	"	PUNCT
emaj-228	89	25	hash	hash	NOUN
emaj-228	89	26	-	-	PUNCT
emaj-228	89	27	tag	tag	NOUN
emaj-228	89	28	"	"	PUNCT
emaj-228	89	29	.	.	PUNCT
emaj-228	90	1	they	they	PRON
emaj-228	90	2	stated	state	VERB
emaj-228	90	3	that	that	SCONJ
emaj-228	90	4	their	their	PRON
emaj-228	90	5	results	result	NOUN
emaj-228	90	6	reveal	reveal	VERB
emaj-228	90	7	consumer	consumer	NOUN
emaj-228	90	8	perception	perception	NOUN
emaj-228	90	9	and	and	CCONJ
emaj-228	90	10	produce	produce	VERB
emaj-228	90	11	brand	brand	NOUN
emaj-228	90	12	awareness	awareness	NOUN
emaj-228	90	13	as	as	ADV
emaj-228	90	14	well	well	ADV
emaj-228	90	15	as	as	ADP
emaj-228	90	16	brand	brand	NOUN
emaj-228	90	17	meaning	meaning	NOUN
emaj-228	90	18	,	,	PUNCT
emaj-228	90	19	the	the	DET
emaj-228	90	20	two	two	NUM
emaj-228	90	21	fundamental	fundamental	ADJ
emaj-228	90	22	brand	brand	NOUN
emaj-228	90	23	value	value	NOUN
emaj-228	90	24	dimensions	dimension	NOUN
emaj-228	90	25	.	.	PUNCT
emaj-228	91	1	the	the	DET
emaj-228	91	2	surveyed	survey	VERB
emaj-228	91	3	studies	study	NOUN
emaj-228	91	4	show	show	VERB
emaj-228	91	5	that	that	SCONJ
emaj-228	91	6	,	,	PUNCT
emaj-228	91	7	customers	customer	NOUN
emaj-228	91	8	'	'	PART
emaj-228	91	9	brand	brand	NOUN
emaj-228	91	10	perception	perception	NOUN
emaj-228	91	11	and	and	CCONJ
emaj-228	91	12	the	the	DET
emaj-228	91	13	brand	brand	NOUN
emaj-228	91	14	's	's	PART
emaj-228	91	15	successful	successful	ADJ
emaj-228	91	16	performance	performance	NOUN
emaj-228	91	17	can	can	AUX
emaj-228	91	18	be	be	AUX
emaj-228	91	19	measured	measure	VERB
emaj-228	91	20	with	with	ADP
emaj-228	91	21	social	social	ADJ
emaj-228	91	22	media	medium	NOUN
emaj-228	91	23	data	datum	NOUN
emaj-228	91	24	.	.	PUNCT
emaj-228	92	1	however	however	ADV
emaj-228	92	2	,	,	PUNCT
emaj-228	92	3	is	be	AUX
emaj-228	92	4	it	it	PRON
emaj-228	92	5	possible	possible	ADJ
emaj-228	92	6	to	to	PART
emaj-228	92	7	use	use	VERB
emaj-228	92	8	social	social	ADJ
emaj-228	92	9	media	medium	NOUN
emaj-228	92	10	analysis	analysis	NOUN
emaj-228	92	11	to	to	PART
emaj-228	92	12	obtain	obtain	VERB
emaj-228	92	13	the	the	DET
emaj-228	92	14	brand	brand	NOUN
emaj-228	92	15	's	's	PART
emaj-228	92	16	characteristics	characteristic	NOUN
emaj-228	92	17	that	that	PRON
emaj-228	92	18	affect	affect	VERB
emaj-228	92	19	the	the	DET
emaj-228	92	20	customer	customer	NOUN
emaj-228	92	21	,	,	PUNCT
emaj-228	92	22	create	create	VERB
emaj-228	92	23	a	a	DET
emaj-228	92	24	brand	brand	NOUN
emaj-228	92	25	image	image	NOUN
emaj-228	92	26	profile	profile	NOUN
emaj-228	92	27	according	accord	VERB
emaj-228	92	28	to	to	ADP
emaj-228	92	29	these	these	DET
emaj-228	92	30	attributes	attribute	NOUN
emaj-228	92	31	and	and	CCONJ
emaj-228	92	32	develop	develop	VERB
emaj-228	92	33	marketing	marketing	NOUN
emaj-228	92	34	strategies	strategy	NOUN
emaj-228	92	35	based	base	VERB
emaj-228	92	36	on	on	ADP
emaj-228	92	37	this	this	DET
emaj-228	92	38	information	information	NOUN
emaj-228	92	39	?	?	PUNCT
emaj-228	93	1	to	to	PART
emaj-228	93	2	search	search	VERB
emaj-228	93	3	for	for	ADP
emaj-228	93	4	the	the	DET
emaj-228	93	5	answer	answer	NOUN
emaj-228	93	6	to	to	ADP
emaj-228	93	7	this	this	DET
emaj-228	93	8	question	question	NOUN
emaj-228	93	9	,	,	PUNCT
emaj-228	93	10	a	a	DET
emaj-228	93	11	case	case	NOUN
emaj-228	93	12	study	study	NOUN
emaj-228	93	13	was	be	AUX
emaj-228	93	14	done	do	VERB
emaj-228	93	15	for	for	ADP
emaj-228	93	16	iphone	iphone	NOUN
emaj-228	93	17	using	use	VERB
emaj-228	93	18	the	the	DET
emaj-228	93	19	method	method	NOUN
emaj-228	93	20	described	describe	VERB
emaj-228	93	21	below	below	ADP
emaj-228	93	22	.	.	PUNCT
emaj-228	94	1	iii	iii	X
emaj-228	94	2	.	.	PUNCT
emaj-228	94	3	data	datum	NOUN
emaj-228	94	4	and	and	CCONJ
emaj-228	94	5	methodology	methodology	NOUN
emaj-228	94	6	to	to	PART
emaj-228	94	7	create	create	VERB
emaj-228	94	8	a	a	DET
emaj-228	94	9	brand	brand	NOUN
emaj-228	94	10	image	image	NOUN
emaj-228	94	11	profile	profile	NOUN
emaj-228	94	12	by	by	ADP
emaj-228	94	13	social	social	ADJ
emaj-228	94	14	media	medium	NOUN
emaj-228	94	15	analysis	analysis	NOUN
emaj-228	94	16	,	,	PUNCT
emaj-228	94	17	the	the	DET
emaj-228	94	18	steps	step	NOUN
emaj-228	94	19	described	describe	VERB
emaj-228	94	20	below	below	ADV
emaj-228	94	21	have	have	AUX
emaj-228	94	22	been	be	AUX
emaj-228	94	23	applied	apply	VERB
emaj-228	94	24	.	.	PUNCT
emaj-228	95	1	the	the	DET
emaj-228	95	2	analysis	analysis	NOUN
emaj-228	95	3	process	process	NOUN
emaj-228	95	4	is	be	AUX
emaj-228	95	5	summarized	summarize	VERB
emaj-228	95	6	in	in	ADP
emaj-228	95	7	figure	figure	NOUN
emaj-228	95	8	1	1	NUM
emaj-228	95	9	.	.	PUNCT
emaj-228	96	1	figure	figure	NOUN
emaj-228	96	2	1	1	NUM
emaj-228	96	3	.	.	PUNCT
emaj-228	96	4	process	process	NOUN
emaj-228	96	5	flow	flow	NOUN
emaj-228	96	6	source	source	NOUN
emaj-228	96	7	:	:	PUNCT
emaj-228	96	8	authors	author	NOUN
emaj-228	96	9	’	'	PUNCT
emaj-228	96	10	own	own	ADJ
emaj-228	96	11	compilation	compilation	NOUN
emaj-228	96	12	the	the	DET
emaj-228	96	13	social	social	ADJ
emaj-228	96	14	media	medium	NOUN
emaj-228	96	15	analysis	analysis	NOUN
emaj-228	96	16	method	method	NOUN
emaj-228	96	17	suggested	suggest	VERB
emaj-228	96	18	to	to	PART
emaj-228	96	19	create	create	VERB
emaj-228	96	20	a	a	DET
emaj-228	96	21	brand	brand	NOUN
emaj-228	96	22	image	image	NOUN
emaj-228	96	23	profile	profile	NOUN
emaj-228	96	24	consists	consist	VERB
emaj-228	96	25	of	of	ADP
emaj-228	96	26	7	7	NUM
emaj-228	96	27	steps	step	NOUN
emaj-228	96	28	that	that	PRON
emaj-228	96	29	are	be	AUX
emaj-228	96	30	described	describe	VERB
emaj-228	96	31	below	below	ADP
emaj-228	96	32	:	:	PUNCT
emaj-228	97	1	1	1	X
emaj-228	97	2	.	.	X
emaj-228	97	3	in	in	ADP
emaj-228	97	4	the	the	DET
emaj-228	97	5	beginning	beginning	NOUN
emaj-228	97	6	,	,	PUNCT
emaj-228	97	7	by	by	ADP
emaj-228	97	8	focus	focus	NOUN
emaj-228	97	9	group	group	NOUN
emaj-228	97	10	work	work	NOUN
emaj-228	97	11	,	,	PUNCT
emaj-228	97	12	the	the	DET
emaj-228	97	13	factors	factor	NOUN
emaj-228	97	14	/	/	SYM
emaj-228	97	15	attributes	attribute	NOUN
emaj-228	97	16	that	that	PRON
emaj-228	97	17	affect	affect	VERB
emaj-228	97	18	the	the	DET
emaj-228	97	19	brand	brand	NOUN
emaj-228	97	20	preference	preference	NOUN
emaj-228	97	21	in	in	ADP
emaj-228	97	22	the	the	DET
emaj-228	97	23	relevant	relevant	ADJ
emaj-228	97	24	industry	industry	NOUN
emaj-228	97	25	should	should	AUX
emaj-228	97	26	be	be	AUX
emaj-228	97	27	determined	determine	VERB
emaj-228	97	28	.	.	PUNCT
emaj-228	98	1	2	2	X
emaj-228	98	2	.	.	X
emaj-228	98	3	social	social	ADJ
emaj-228	98	4	media	medium	NOUN
emaj-228	98	5	posts	post	NOUN
emaj-228	98	6	that	that	PRON
emaj-228	98	7	consist	consist	VERB
emaj-228	98	8	of	of	ADP
emaj-228	98	9	the	the	DET
emaj-228	98	10	company	company	NOUN
emaj-228	98	11	's	's	PART
emaj-228	98	12	brand	brand	NOUN
emaj-228	98	13	name	name	NOUN
emaj-228	98	14	and	and	CCONJ
emaj-228	98	15	the	the	DET
emaj-228	98	16	attributes	attribute	NOUN
emaj-228	98	17	determined	determine	VERB
emaj-228	98	18	in	in	ADP
emaj-228	98	19	step	step	NOUN
emaj-228	98	20	1	1	NUM
emaj-228	98	21	had	have	AUX
emaj-228	98	22	been	be	AUX
emaj-228	98	23	collected	collect	VERB
emaj-228	98	24	separately	separately	ADV
emaj-228	98	25	.	.	PUNCT
emaj-228	99	1	this	this	PRON
emaj-228	99	2	can	can	AUX
emaj-228	99	3	also	also	ADV
emaj-228	99	4	be	be	AUX
emaj-228	99	5	done	do	VERB
emaj-228	99	6	through	through	ADP
emaj-228	99	7	different	different	ADJ
emaj-228	99	8	social	social	ADJ
emaj-228	99	9	media	medium	NOUN
emaj-228	99	10	channels	channel	NOUN
emaj-228	99	11	such	such	ADJ
emaj-228	99	12	as	as	ADP
emaj-228	99	13	twitter	twitter	NOUN
emaj-228	99	14	and	and	CCONJ
emaj-228	99	15	facebook	facebook	NOUN
emaj-228	99	16	.	.	PUNCT
emaj-228	100	1	3	3	X
emaj-228	100	2	.	.	NOUN
emaj-228	100	3	sentiment	sentiment	NOUN
emaj-228	100	4	analysis	analysis	NOUN
emaj-228	100	5	of	of	ADP
emaj-228	100	6	data	datum	NOUN
emaj-228	100	7	collected	collect	VERB
emaj-228	100	8	from	from	ADP
emaj-228	100	9	social	social	ADJ
emaj-228	100	10	media	medium	NOUN
emaj-228	100	11	had	have	AUX
emaj-228	100	12	been	be	AUX
emaj-228	100	13	performed	perform	VERB
emaj-228	100	14	.	.	PUNCT
emaj-228	101	1	this	this	PRON
emaj-228	101	2	can	can	AUX
emaj-228	101	3	be	be	AUX
emaj-228	101	4	done	do	VERB
emaj-228	101	5	by	by	ADP
emaj-228	101	6	using	use	VERB
emaj-228	101	7	some	some	DET
emaj-228	101	8	programs	program	NOUN
emaj-228	101	9	such	such	ADJ
emaj-228	101	10	as	as	ADP
emaj-228	101	11	phyton	phyton	PROPN
emaj-228	101	12	,	,	PUNCT
emaj-228	101	13	r	r	NOUN
emaj-228	101	14	and	and	CCONJ
emaj-228	101	15	rapidminer	rapidminer	NOUN
emaj-228	101	16	.	.	PUNCT
emaj-228	102	1	afterwards	afterwards	ADV
emaj-228	102	2	,	,	PUNCT
emaj-228	102	3	"	"	PUNCT
emaj-228	102	4	total	total	ADJ
emaj-228	102	5	"	"	PUNCT
emaj-228	102	6	,	,	PUNCT
emaj-228	102	7	"	"	PUNCT
emaj-228	102	8	positive	positive	ADJ
emaj-228	102	9	"	"	PUNCT
emaj-228	102	10	,	,	PUNCT
emaj-228	102	11	"	"	PUNCT
emaj-228	102	12	negative	negative	ADJ
emaj-228	102	13	"	"	PUNCT
emaj-228	102	14	and	and	CCONJ
emaj-228	102	15	"	"	PUNCT
emaj-228	102	16	neutral	neutral	ADJ
emaj-228	102	17	"	"	PUNCT
emaj-228	102	18	mentioned	mention	VERB
emaj-228	102	19	numbers	number	NOUN
emaj-228	102	20	had	have	AUX
emaj-228	102	21	been	be	AUX
emaj-228	102	22	determined	determine	VERB
emaj-228	102	23	for	for	ADP
emaj-228	102	24	each	each	DET
emaj-228	102	25	attribute	attribute	NOUN
emaj-228	102	26	.	.	PUNCT
emaj-228	103	1	there	there	PRON
emaj-228	103	2	are	be	VERB
emaj-228	103	3	some	some	DET
emaj-228	103	4	modules	module	NOUN
emaj-228	103	5	such	such	ADJ
emaj-228	103	6	as	as	ADP
emaj-228	103	7	meaningcloud	meaningcloud	ADJ
emaj-228	103	8	and	and	CCONJ
emaj-228	103	9	aylien	aylien	NOUN
emaj-228	103	10	that	that	PRON
emaj-228	103	11	can	can	AUX
emaj-228	103	12	be	be	AUX
emaj-228	103	13	used	use	VERB
emaj-228	103	14	for	for	ADP
emaj-228	103	15	this	this	DET
emaj-228	103	16	process	process	NOUN
emaj-228	103	17	.	.	PUNCT
emaj-228	104	1	4	4	X
emaj-228	104	2	.	.	X
emaj-228	104	3	net	net	ADJ
emaj-228	104	4	brand	brand	NOUN
emaj-228	104	5	reputation	reputation	NOUN
emaj-228	104	6	(	(	PUNCT
emaj-228	104	7	nbr	nbr	NOUN
emaj-228	104	8	)	)	PUNCT
emaj-228	104	9	is	be	AUX
emaj-228	104	10	a	a	DET
emaj-228	104	11	new	new	ADJ
emaj-228	104	12	method	method	NOUN
emaj-228	104	13	to	to	PART
emaj-228	104	14	measure	measure	VERB
emaj-228	104	15	brand	brand	NOUN
emaj-228	104	16	reputation	reputation	NOUN
emaj-228	104	17	(	(	PUNCT
emaj-228	104	18	vidya	vidya	NOUN
emaj-228	104	19	,	,	PUNCT
emaj-228	104	20	fanany	fanany	NOUN
emaj-228	104	21	and	and	CCONJ
emaj-228	104	22	budi	budi	PROPN
emaj-228	104	23	,	,	PUNCT
emaj-228	104	24	2015	2015	NUM
emaj-228	104	25	)	)	PUNCT
emaj-228	104	26	.	.	PUNCT
emaj-228	105	1	considering	consider	VERB
emaj-228	105	2	the	the	DET
emaj-228	105	3	nbr	nbr	NOUN
emaj-228	105	4	's	's	PART
emaj-228	105	5	strong	strong	ADJ
emaj-228	105	6	and	and	CCONJ
emaj-228	105	7	weak	weak	ADJ
emaj-228	105	8	attributes	attribute	NOUN
emaj-228	105	9	,	,	PUNCT
emaj-228	105	10	the	the	DET
emaj-228	105	11	brand	brand	NOUN
emaj-228	105	12	had	have	AUX
emaj-228	105	13	been	be	AUX
emaj-228	105	14	determined	determine	VERB
emaj-228	105	15	.	.	PUNCT
emaj-228	106	1	the	the	DET
emaj-228	106	2	brand	brand	NOUN
emaj-228	106	3	image	image	NOUN
emaj-228	106	4	profile	profile	NOUN
emaj-228	106	5	had	have	AUX
emaj-228	106	6	been	be	AUX
emaj-228	106	7	created	create	VERB
emaj-228	106	8	by	by	ADP
emaj-228	106	9	skew	skew	ADJ
emaj-228	106	10	analysis	analysis	NOUN
emaj-228	106	11	by	by	ADP
emaj-228	106	12	taking	take	VERB
emaj-228	106	13	the	the	DET
emaj-228	106	14	difference	difference	NOUN
emaj-228	106	15	of	of	ADP
emaj-228	106	16	all	all	DET
emaj-228	106	17	these	these	DET
emaj-228	106	18	qualities	quality	NOUN
emaj-228	106	19	from	from	ADP
emaj-228	106	20	the	the	DET
emaj-228	106	21	average	average	ADJ
emaj-228	106	22	value	value	NOUN
emaj-228	106	23	.	.	PUNCT
emaj-228	107	1	5	5	X
emaj-228	107	2	.	.	X
emaj-228	107	3	in	in	ADP
emaj-228	107	4	addition	addition	NOUN
emaj-228	107	5	to	to	ADP
emaj-228	107	6	this	this	PRON
emaj-228	107	7	,	,	PUNCT
emaj-228	107	8	using	use	VERB
emaj-228	107	9	the	the	DET
emaj-228	107	10	survey	survey	NOUN
emaj-228	107	11	method	method	NOUN
emaj-228	107	12	,	,	PUNCT
emaj-228	107	13	a	a	DET
emaj-228	107	14	complementary	complementary	ADJ
emaj-228	107	15	study	study	NOUN
emaj-228	107	16	had	have	AUX
emaj-228	107	17	been	be	AUX
emaj-228	107	18	conducted	conduct	VERB
emaj-228	107	19	to	to	PART
emaj-228	107	20	compare	compare	VERB
emaj-228	107	21	the	the	DET
emaj-228	107	22	results	result	NOUN
emaj-228	107	23	obtained	obtain	VERB
emaj-228	107	24	through	through	ADP
emaj-228	107	25	social	social	ADJ
emaj-228	107	26	media	medium	NOUN
emaj-228	107	27	analysis	analysis	NOUN
emaj-228	107	28	.	.	PUNCT
emaj-228	108	1	6	6	X
emaj-228	108	2	.	.	X
emaj-228	108	3	to	to	PART
emaj-228	108	4	measure	measure	VERB
emaj-228	108	5	the	the	DET
emaj-228	108	6	significance	significance	NOUN
emaj-228	108	7	of	of	ADP
emaj-228	108	8	the	the	DET
emaj-228	108	9	average	average	ADJ
emaj-228	108	10	difference	difference	NOUN
emaj-228	108	11	between	between	ADP
emaj-228	108	12	the	the	DET
emaj-228	108	13	survey	survey	NOUN
emaj-228	108	14	study	study	NOUN
emaj-228	108	15	results	result	NOUN
emaj-228	108	16	and	and	CCONJ
emaj-228	108	17	the	the	DET
emaj-228	108	18	results	result	NOUN
emaj-228	108	19	of	of	ADP
emaj-228	108	20	the	the	DET
emaj-228	108	21	social	social	ADJ
emaj-228	108	22	media	medium	NOUN
emaj-228	108	23	analysis	analysis	NOUN
emaj-228	108	24	,	,	PUNCT
emaj-228	108	25	the	the	DET
emaj-228	108	26	t	t	NOUN
emaj-228	108	27	-	-	PUNCT
emaj-228	108	28	test	test	NOUN
emaj-228	108	29	had	have	AUX
emaj-228	108	30	been	be	AUX
emaj-228	108	31	applied	apply	VERB
emaj-228	108	32	using	use	VERB
emaj-228	108	33	statistical	statistical	ADJ
emaj-228	108	34	software	software	NOUN
emaj-228	108	35	"	"	PUNCT
emaj-228	108	36	jamovi	jamovi	PROPN
emaj-228	108	37	"	"	PUNCT
emaj-228	108	38	tool2	tool2	NOUN
emaj-228	108	39	.	.	PROPN
emaj-228	108	40	7	7	X
emaj-228	108	41	.	.	X
emaj-228	109	1	finally	finally	ADV
emaj-228	109	2	,	,	PUNCT
emaj-228	109	3	the	the	DET
emaj-228	109	4	brand	brand	NOUN
emaj-228	109	5	image	image	NOUN
emaj-228	109	6	profile	profile	NOUN
emaj-228	109	7	had	have	AUX
emaj-228	109	8	been	be	AUX
emaj-228	109	9	created	create	VERB
emaj-228	109	10	for	for	ADP
emaj-228	109	11	decision	decision	NOUN
emaj-228	109	12	-	-	PUNCT
emaj-228	109	13	making	making	NOUN
emaj-228	109	14	about	about	ADP
emaj-228	109	15	the	the	DET
emaj-228	109	16	marketing	marketing	NOUN
emaj-228	109	17	mix	mix	NOUN
emaj-228	109	18	.	.	PUNCT
emaj-228	110	1	according	accord	VERB
emaj-228	110	2	to	to	ADP
emaj-228	110	3	the	the	DET
emaj-228	110	4	created	create	VERB
emaj-228	110	5	brand	brand	NOUN
emaj-228	110	6	image	image	NOUN
emaj-228	110	7	profile	profile	NOUN
emaj-228	110	8	,	,	PUNCT
emaj-228	110	9	strong	strong	ADJ
emaj-228	110	10	attributes	attribute	NOUN
emaj-228	110	11	that	that	PRON
emaj-228	110	12	should	should	AUX
emaj-228	110	13	be	be	AUX
emaj-228	110	14	emphasized	emphasize	VERB
emaj-228	110	15	in	in	ADP
emaj-228	110	16	advertisements	advertisement	NOUN
emaj-228	110	17	had	have	AUX
emaj-228	110	18	been	be	AUX
emaj-228	110	19	identified	identify	VERB
emaj-228	110	20	.	.	PUNCT
emaj-228	111	1	besides	besides	SCONJ
emaj-228	111	2	,	,	PUNCT
emaj-228	111	3	the	the	DET
emaj-228	111	4	attributes	attribute	NOUN
emaj-228	111	5	that	that	PRON
emaj-228	111	6	need	need	VERB
emaj-228	111	7	improvement	improvement	NOUN
emaj-228	111	8	volume	volume	NOUN
emaj-228	111	9	11	11	NUM
emaj-228	111	10	no	no	DET
emaj-228	111	11	2	2	NUM
emaj-228	111	12	(	(	PUNCT
emaj-228	111	13	2021	2021	NUM
emaj-228	111	14	)	)	PUNCT
emaj-228	111	15	|	|	ADV
emaj-228	111	16	issn	issn	VERB
emaj-228	111	17	2158	2158	NUM
emaj-228	111	18	-	-	SYM
emaj-228	111	19	8708	8708	NUM
emaj-228	111	20	(	(	PUNCT
emaj-228	111	21	online	online	NOUN
emaj-228	111	22	)	)	PUNCT
emaj-228	111	23	|	|	ADV
emaj-228	111	24	doi	doi	X
emaj-228	111	25	10.5195	10.5195	NUM
emaj-228	111	26	/	/	SYM
emaj-228	111	27	emaj.2021.228	emaj.2021.228	PROPN
emaj-228	111	28	|	|	ADV
emaj-228	111	29	http://emaj.pitt.edu	http://emaj.pitt.edu	VERB
emaj-228	111	30	i̇brahim	i̇brahim	X
emaj-228	111	31	sabuncu	sabuncu	PROPN
emaj-228	111	32	,	,	PUNCT
emaj-228	111	33	berivan	berivan	NOUN
emaj-228	111	34	edeş	edeş	NOUN
emaj-228	111	35	,	,	PUNCT
emaj-228	111	36	doruk	doruk	PROPN
emaj-228	111	37	sıtkıbütün	sıtkıbütün	NOUN
emaj-228	111	38	,	,	PUNCT
emaj-228	111	39	i̇layda	i̇layda	ADJ
emaj-228	111	40	girgin	girgin	NOUN
emaj-228	111	41	,	,	PUNCT
emaj-228	111	42	kadir	kadir	PROPN
emaj-228	111	43	zehir	zehir	PROPN
emaj-228	111	44	emerging	emerge	VERB
emaj-228	111	45	markets	market	NOUN
emaj-228	111	46	journal	journal	NOUN
emaj-228	112	1	|	|	ADV
emaj-228	112	2	p	p	NOUN
emaj-228	112	3	a	a	DET
emaj-228	112	4	g	g	NOUN
emaj-228	112	5	e	e	NOUN
emaj-228	112	6	|19	|19	NOUN
emaj-228	112	7	and	and	CCONJ
emaj-228	112	8	focus	focus	VERB
emaj-228	112	9	on	on	ADP
emaj-228	112	10	innovation	innovation	NOUN
emaj-228	112	11	studies	study	NOUN
emaj-228	112	12	can	can	AUX
emaj-228	112	13	be	be	AUX
emaj-228	112	14	determined	determine	VERB
emaj-228	112	15	for	for	ADP
emaj-228	112	16	further	further	ADJ
emaj-228	112	17	studies	study	NOUN
emaj-228	112	18	.	.	PUNCT
emaj-228	113	1	the	the	DET
emaj-228	113	2	process	process	NOUN
emaj-228	113	3	followed	follow	VERB
emaj-228	113	4	in	in	ADP
emaj-228	113	5	this	this	DET
emaj-228	113	6	section	section	NOUN
emaj-228	113	7	is	be	AUX
emaj-228	113	8	based	base	VERB
emaj-228	113	9	on	on	ADP
emaj-228	113	10	similar	similar	ADJ
emaj-228	113	11	studies	study	NOUN
emaj-228	113	12	in	in	ADP
emaj-228	113	13	the	the	DET
emaj-228	113	14	field	field	NOUN
emaj-228	113	15	.	.	PUNCT
emaj-228	114	1	literature	literature	NOUN
emaj-228	114	2	research	research	PROPN
emaj-228	114	3	was	be	AUX
emaj-228	114	4	the	the	DET
emaj-228	114	5	biggest	big	ADJ
emaj-228	114	6	motivation	motivation	NOUN
emaj-228	114	7	to	to	PART
emaj-228	114	8	be	be	AUX
emaj-228	114	9	able	able	ADJ
emaj-228	114	10	to	to	PART
emaj-228	114	11	follow	follow	VERB
emaj-228	114	12	the	the	DET
emaj-228	114	13	study	study	NOUN
emaj-228	114	14	flow	flow	NOUN
emaj-228	114	15	process	process	NOUN
emaj-228	114	16	.	.	PUNCT
emaj-228	115	1	the	the	DET
emaj-228	115	2	traditional	traditional	ADJ
emaj-228	115	3	methods	method	NOUN
emaj-228	115	4	that	that	PRON
emaj-228	115	5	constitute	constitute	VERB
emaj-228	115	6	this	this	DET
emaj-228	115	7	research	research	NOUN
emaj-228	115	8	's	's	PART
emaj-228	115	9	inputs	input	NOUN
emaj-228	115	10	are	be	AUX
emaj-228	115	11	essential	essential	ADJ
emaj-228	115	12	starting	starting	NOUN
emaj-228	115	13	points	point	NOUN
emaj-228	115	14	in	in	ADP
emaj-228	115	15	feeding	feed	VERB
emaj-228	115	16	the	the	DET
emaj-228	115	17	subsequent	subsequent	ADJ
emaj-228	115	18	processes	process	NOUN
emaj-228	115	19	in	in	ADP
emaj-228	115	20	the	the	DET
emaj-228	115	21	research	research	NOUN
emaj-228	115	22	.	.	PUNCT
emaj-228	116	1	the	the	DET
emaj-228	116	2	proposed	propose	VERB
emaj-228	116	3	social	social	ADJ
emaj-228	116	4	media	medium	NOUN
emaj-228	116	5	analysis	analysis	NOUN
emaj-228	116	6	model	model	NOUN
emaj-228	116	7	had	have	AUX
emaj-228	116	8	been	be	AUX
emaj-228	116	9	implemented	implement	VERB
emaj-228	116	10	for	for	ADP
emaj-228	116	11	iphone	iphone	NOUN
emaj-228	116	12	.	.	PUNCT
emaj-228	117	1	the	the	DET
emaj-228	117	2	steps	step	NOUN
emaj-228	117	3	of	of	ADP
emaj-228	117	4	implementation	implementation	NOUN
emaj-228	117	5	are	be	AUX
emaj-228	117	6	described	describe	VERB
emaj-228	117	7	below	below	ADV
emaj-228	117	8	.	.	PUNCT
emaj-228	118	1	the	the	DET
emaj-228	118	2	first	first	ADJ
emaj-228	118	3	step	step	NOUN
emaj-228	118	4	of	of	ADP
emaj-228	118	5	the	the	DET
emaj-228	118	6	study	study	NOUN
emaj-228	118	7	to	to	PART
emaj-228	118	8	create	create	VERB
emaj-228	118	9	a	a	DET
emaj-228	118	10	brand	brand	NOUN
emaj-228	118	11	image	image	NOUN
emaj-228	118	12	profile	profile	NOUN
emaj-228	118	13	for	for	ADP
emaj-228	118	14	the	the	DET
emaj-228	118	15	apple	apple	NOUN
emaj-228	118	16	brand	brand	NOUN
emaj-228	118	17	's	's	PART
emaj-228	118	18	iphone	iphone	NOUN
emaj-228	118	19	product	product	NOUN
emaj-228	118	20	is	be	AUX
emaj-228	118	21	to	to	PART
emaj-228	118	22	determine	determine	VERB
emaj-228	118	23	keywords	keyword	NOUN
emaj-228	118	24	about	about	ADP
emaj-228	118	25	related	related	ADJ
emaj-228	118	26	attributes	attribute	NOUN
emaj-228	118	27	.	.	PUNCT
emaj-228	119	1	one	one	NUM
emaj-228	119	2	of	of	ADP
emaj-228	119	3	the	the	DET
emaj-228	119	4	traditional	traditional	ADJ
emaj-228	119	5	methods	method	NOUN
emaj-228	119	6	,	,	PUNCT
emaj-228	119	7	which	which	PRON
emaj-228	119	8	is	be	AUX
emaj-228	119	9	the	the	DET
emaj-228	119	10	focus	focus	NOUN
emaj-228	119	11	group	group	NOUN
emaj-228	119	12	discussion	discussion	NOUN
emaj-228	119	13	method	method	NOUN
emaj-228	119	14	,	,	PUNCT
emaj-228	119	15	was	be	AUX
emaj-228	119	16	used	use	VERB
emaj-228	119	17	.	.	PUNCT
emaj-228	120	1	the	the	DET
emaj-228	120	2	focus	focus	NOUN
emaj-228	120	3	group	group	NOUN
emaj-228	120	4	study	study	NOUN
emaj-228	120	5	was	be	AUX
emaj-228	120	6	run	run	VERB
emaj-228	120	7	on	on	ADP
emaj-228	120	8	december	december	PROPN
emaj-228	120	9	11th	11th	NOUN
emaj-228	120	10	,	,	PUNCT
emaj-228	120	11	2019	2019	NUM
emaj-228	120	12	,	,	PUNCT
emaj-228	120	13	by	by	ADP
emaj-228	120	14	gathering	gather	VERB
emaj-228	120	15	international	international	ADJ
emaj-228	120	16	students	student	NOUN
emaj-228	120	17	from	from	ADP
emaj-228	120	18	6	6	NUM
emaj-228	120	19	different	different	ADJ
emaj-228	120	20	nationalities	nationality	NOUN
emaj-228	120	21	.	.	PUNCT
emaj-228	121	1	to	to	PART
emaj-228	121	2	ensure	ensure	VERB
emaj-228	121	3	the	the	DET
emaj-228	121	4	homogeneity	homogeneity	NOUN
emaj-228	121	5	of	of	ADP
emaj-228	121	6	the	the	DET
emaj-228	121	7	sample	sample	NOUN
emaj-228	121	8	of	of	ADP
emaj-228	121	9	6	6	NUM
emaj-228	121	10	people	people	NOUN
emaj-228	121	11	,	,	PUNCT
emaj-228	121	12	attention	attention	NOUN
emaj-228	121	13	was	be	AUX
emaj-228	121	14	paid	pay	VERB
emaj-228	121	15	to	to	ADP
emaj-228	121	16	the	the	DET
emaj-228	121	17	fact	fact	NOUN
emaj-228	121	18	that	that	SCONJ
emaj-228	121	19	the	the	DET
emaj-228	121	20	participants	participant	NOUN
emaj-228	121	21	were	be	AUX
emaj-228	121	22	from	from	ADP
emaj-228	121	23	nationalities	nationality	NOUN
emaj-228	121	24	with	with	ADP
emaj-228	121	25	different	different	ADJ
emaj-228	121	26	cultures	culture	NOUN
emaj-228	121	27	and	and	CCONJ
emaj-228	121	28	norms	norm	NOUN
emaj-228	121	29	.	.	PUNCT
emaj-228	122	1	the	the	DET
emaj-228	122	2	demographic	demographic	ADJ
emaj-228	122	3	characteristics	characteristic	NOUN
emaj-228	122	4	of	of	ADP
emaj-228	122	5	each	each	DET
emaj-228	122	6	participant	participant	NOUN
emaj-228	122	7	were	be	AUX
emaj-228	122	8	determined	determine	VERB
emaj-228	122	9	by	by	ADP
emaj-228	122	10	asking	ask	VERB
emaj-228	122	11	them	they	PRON
emaj-228	122	12	questions	question	NOUN
emaj-228	122	13	.	.	PUNCT
emaj-228	123	1	participants	participant	NOUN
emaj-228	123	2	were	be	AUX
emaj-228	123	3	asked	ask	VERB
emaj-228	123	4	preprepared	preprepare	VERB
emaj-228	123	5	questions	question	NOUN
emaj-228	123	6	about	about	ADP
emaj-228	123	7	iphone	iphone	NOUN
emaj-228	123	8	.	.	PUNCT
emaj-228	124	1	the	the	DET
emaj-228	124	2	prepared	prepare	VERB
emaj-228	124	3	questions	question	NOUN
emaj-228	124	4	are	be	AUX
emaj-228	124	5	provided	provide	VERB
emaj-228	124	6	in	in	ADP
emaj-228	124	7	the	the	DET
emaj-228	124	8	appendix	appendix	ADJ
emaj-228	124	9	section	section	NOUN
emaj-228	124	10	.	.	PUNCT
emaj-228	125	1	thanks	thank	NOUN
emaj-228	125	2	to	to	ADP
emaj-228	125	3	this	this	DET
emaj-228	125	4	approach	approach	NOUN
emaj-228	125	5	,	,	PUNCT
emaj-228	125	6	the	the	DET
emaj-228	125	7	keywords	keyword	NOUN
emaj-228	125	8	to	to	PART
emaj-228	125	9	be	be	AUX
emaj-228	125	10	used	use	VERB
emaj-228	125	11	in	in	ADP
emaj-228	125	12	the	the	DET
emaj-228	125	13	study	study	NOUN
emaj-228	125	14	were	be	AUX
emaj-228	125	15	determined	determine	VERB
emaj-228	125	16	.	.	PUNCT
emaj-228	126	1	these	these	DET
emaj-228	126	2	six	six	NUM
emaj-228	126	3	keywords	keyword	NOUN
emaj-228	126	4	that	that	PRON
emaj-228	126	5	are	be	AUX
emaj-228	126	6	important	important	ADJ
emaj-228	126	7	for	for	ADP
emaj-228	126	8	brand	brand	NOUN
emaj-228	126	9	preferences	preference	NOUN
emaj-228	126	10	determined	determine	VERB
emaj-228	126	11	in	in	ADP
emaj-228	126	12	the	the	DET
emaj-228	126	13	focus	focus	NOUN
emaj-228	126	14	group	group	NOUN
emaj-228	126	15	discussion	discussion	NOUN
emaj-228	126	16	are	be	AUX
emaj-228	126	17	"	"	PUNCT
emaj-228	126	18	iphone	iphone	NOUN
emaj-228	126	19	's	's	PART
emaj-228	126	20	price	price	NOUN
emaj-228	126	21	"	"	PUNCT
emaj-228	126	22	,	,	PUNCT
emaj-228	126	23	"	"	PUNCT
emaj-228	126	24	iphone	iphone	NOUN
emaj-228	126	25	's	's	PART
emaj-228	126	26	camera	camera	NOUN
emaj-228	126	27	"	"	PUNCT
emaj-228	126	28	,	,	PUNCT
emaj-228	126	29	"	"	PUNCT
emaj-228	126	30	iphone	iphone	NOUN
emaj-228	126	31	's	's	PART
emaj-228	126	32	memory	memory	NOUN
emaj-228	126	33	"	"	PUNCT
emaj-228	126	34	,	,	PUNCT
emaj-228	126	35	"	"	PUNCT
emaj-228	126	36	iphone	iphone	NOUN
emaj-228	126	37	's	's	PART
emaj-228	126	38	security	security	NOUN
emaj-228	126	39	"	"	PUNCT
emaj-228	126	40	,	,	PUNCT
emaj-228	126	41	"	"	PUNCT
emaj-228	126	42	iphone	iphone	NOUN
emaj-228	126	43	's	's	PART
emaj-228	126	44	speed	speed	NOUN
emaj-228	126	45	performance	performance	NOUN
emaj-228	126	46	"	"	PUNCT
emaj-228	126	47	and	and	CCONJ
emaj-228	126	48	"	"	PUNCT
emaj-228	126	49	iphone	iphone	NOUN
emaj-228	126	50	's	's	PART
emaj-228	126	51	design	design	NOUN
emaj-228	126	52	"	"	PUNCT
emaj-228	126	53	the	the	DET
emaj-228	126	54	results	result	NOUN
emaj-228	126	55	of	of	ADP
emaj-228	126	56	the	the	DET
emaj-228	126	57	focus	focus	NOUN
emaj-228	126	58	group	group	NOUN
emaj-228	126	59	study	study	NOUN
emaj-228	126	60	is	be	AUX
emaj-228	126	61	summarized	summarize	VERB
emaj-228	126	62	in	in	ADP
emaj-228	126	63	table	table	NOUN
emaj-228	126	64	1	1	NUM
emaj-228	126	65	.	.	PUNCT
emaj-228	126	66	table	table	NOUN
emaj-228	126	67	1	1	NUM
emaj-228	126	68	:	:	PUNCT
emaj-228	126	69	results	result	NOUN
emaj-228	126	70	of	of	ADP
emaj-228	126	71	the	the	DET
emaj-228	126	72	focus	focus	NOUN
emaj-228	126	73	group	group	NOUN
emaj-228	126	74	study	study	NOUN
emaj-228	126	75	participants	participant	NOUN
emaj-228	126	76	keyword	keyword	PROPN
emaj-228	126	77	i.	i.	PROPN
emaj-228	126	78	ii	ii	PROPN
emaj-228	126	79	.	.	PUNCT
emaj-228	127	1	iii	iii	X
emaj-228	127	2	.	.	PUNCT
emaj-228	128	1	iv	iv	X
emaj-228	128	2	.	.	PUNCT
emaj-228	129	1	v.	v.	PROPN
emaj-228	129	2	vi	vi	PROPN
emaj-228	129	3	.	.	PROPN
emaj-228	129	4	total	total	ADJ
emaj-228	129	5	quality	quality	NOUN
emaj-228	129	6	✓	✓	ADJ
emaj-228	129	7	✓	✓	ADJ
emaj-228	129	8	✓	✓	ADJ
emaj-228	129	9	✓	✓	ADJ
emaj-228	129	10	✓	✓	ADJ
emaj-228	129	11	5	5	NUM
emaj-228	129	12	price	price	NOUN
emaj-228	129	13	✓	✓	ADJ
emaj-228	129	14	✓	✓	ADJ
emaj-228	129	15	✓	✓	ADJ
emaj-228	129	16	✓	✓	ADJ
emaj-228	129	17	✓	✓	ADJ
emaj-228	129	18	✓	✓	ADJ
emaj-228	129	19	✓	✓	ADJ
emaj-228	129	20	✓	✓	ADJ
emaj-228	129	21	✓	✓	ADJ
emaj-228	129	22	✓	✓	ADJ
emaj-228	129	23	✓	✓	ADJ
emaj-228	129	24	✓	✓	ADJ
emaj-228	129	25	✓	✓	ADJ
emaj-228	129	26	13	13	NUM
emaj-228	129	27	speed	speed	NOUN
emaj-228	129	28	✓	✓	ADJ
emaj-228	129	29	✓	✓	ADJ
emaj-228	129	30	✓	✓	ADJ
emaj-228	129	31	✓	✓	ADJ
emaj-228	129	32	✓	✓	ADJ
emaj-228	129	33	✓	✓	ADJ
emaj-228	129	34	✓	✓	ADJ
emaj-228	129	35	✓	✓	ADJ
emaj-228	129	36	✓	✓	ADJ
emaj-228	129	37	9	9	NUM
emaj-228	129	38	security	security	NOUN
emaj-228	129	39	✓	✓	ADJ
emaj-228	129	40	✓	✓	ADJ
emaj-228	129	41	✓	✓	ADJ
emaj-228	129	42	✓	✓	ADJ
emaj-228	129	43	✓	✓	ADJ
emaj-228	129	44	✓	✓	ADJ
emaj-228	129	45	✓	✓	ADJ
emaj-228	129	46	✓	✓	ADJ
emaj-228	129	47	✓	✓	ADJ
emaj-228	129	48	✓	✓	ADJ
emaj-228	129	49	10	10	NUM
emaj-228	129	50	functionality	functionality	NOUN
emaj-228	129	51	✓	✓	ADJ
emaj-228	129	52	✓	✓	ADJ
emaj-228	129	53	2	2	NUM
emaj-228	129	54	luxury	luxury	NOUN
emaj-228	129	55	✓	✓	ADJ
emaj-228	129	56	✓	✓	ADJ
emaj-228	129	57	✓	✓	ADJ
emaj-228	129	58	3	3	NUM
emaj-228	129	59	popularity	popularity	NOUN
emaj-228	129	60	✓	✓	ADJ
emaj-228	129	61	1	1	NUM
emaj-228	129	62	camera	camera	NOUN
emaj-228	129	63	✓	✓	ADJ
emaj-228	129	64	✓	✓	ADJ
emaj-228	129	65	✓	✓	ADJ
emaj-228	129	66	✓	✓	ADJ
emaj-228	129	67	✓	✓	ADJ
emaj-228	129	68	✓	✓	ADJ
emaj-228	129	69	✓	✓	ADJ
emaj-228	129	70	✓	✓	ADJ
emaj-228	129	71	✓	✓	ADJ
emaj-228	129	72	✓	✓	ADJ
emaj-228	129	73	✓	✓	ADJ
emaj-228	129	74	✓	✓	ADJ
emaj-228	129	75	12	12	NUM
emaj-228	129	76	marketing	marketing	NOUN
emaj-228	129	77	✓	✓	ADJ
emaj-228	129	78	✓	✓	ADJ
emaj-228	129	79	✓	✓	ADJ
emaj-228	129	80	✓	✓	ADJ
emaj-228	129	81	✓	✓	ADJ
emaj-228	129	82	✓	✓	ADJ
emaj-228	129	83	6	6	NUM
emaj-228	129	84	memory	memory	NOUN
emaj-228	129	85	✓	✓	ADJ
emaj-228	129	86	✓	✓	ADJ
emaj-228	129	87	✓	✓	ADJ
emaj-228	129	88	✓	✓	ADJ
emaj-228	129	89	✓	✓	ADJ
emaj-228	129	90	✓	✓	ADJ
emaj-228	129	91	✓	✓	ADJ
emaj-228	129	92	✓	✓	ADJ
emaj-228	129	93	✓	✓	ADJ
emaj-228	129	94	9	9	NUM
emaj-228	129	95	relationship	relationship	NOUN
emaj-228	129	96	with	with	ADP
emaj-228	129	97	other	other	ADJ
emaj-228	129	98	devices	device	NOUN
emaj-228	129	99	✓	✓	ADJ
emaj-228	129	100	1	1	NUM
emaj-228	129	101	design	design	NOUN
emaj-228	129	102	✓	✓	ADJ
emaj-228	129	103	✓	✓	ADJ
emaj-228	129	104	✓	✓	ADJ
emaj-228	129	105	✓	✓	ADJ
emaj-228	129	106	✓	✓	ADJ
emaj-228	129	107	✓	✓	ADJ
emaj-228	129	108	✓	✓	ADJ
emaj-228	129	109	✓	✓	ADJ
emaj-228	129	110	✓	✓	ADJ
emaj-228	129	111	✓	✓	ADJ
emaj-228	129	112	10	10	NUM
emaj-228	129	113	ownership	ownership	NOUN
emaj-228	129	114	✓	✓	ADJ
emaj-228	129	115	✓	✓	ADJ
emaj-228	129	116	✓	✓	ADJ
emaj-228	129	117	3	3	NUM
emaj-228	129	118	source	source	NOUN
emaj-228	129	119	:	:	PUNCT
emaj-228	129	120	authors	author	NOUN
emaj-228	129	121	’	'	PUNCT
emaj-228	129	122	own	own	ADJ
emaj-228	129	123	compilation	compilation	NOUN
emaj-228	129	124	by	by	ADP
emaj-228	129	125	exploiting	exploit	VERB
emaj-228	129	126	the	the	DET
emaj-228	129	127	keywords	keyword	NOUN
emaj-228	129	128	in	in	ADP
emaj-228	129	129	the	the	DET
emaj-228	129	130	previous	previous	ADJ
emaj-228	129	131	step	step	NOUN
emaj-228	129	132	,	,	PUNCT
emaj-228	129	133	87.227	87.227	NUM
emaj-228	129	134	tweets	tweet	NOUN
emaj-228	129	135	were	be	AUX
emaj-228	129	136	obtained	obtain	VERB
emaj-228	129	137	between	between	ADP
emaj-228	129	138	december	december	PROPN
emaj-228	129	139	17th	17th	NOUN
emaj-228	129	140	,	,	PUNCT
emaj-228	129	141	2019	2019	NUM
emaj-228	129	142	and	and	CCONJ
emaj-228	129	143	march	march	PROPN
emaj-228	129	144	23rd	23rd	NUM
emaj-228	129	145	,	,	PUNCT
emaj-228	129	146	2020	2020	NUM
emaj-228	129	147	,	,	PUNCT
emaj-228	129	148	using	use	VERB
emaj-228	129	149	the	the	DET
emaj-228	129	150	"	"	PUNCT
emaj-228	129	151	rapidminer	rapidminer	NOUN
emaj-228	129	152	studio	studio	NOUN
emaj-228	129	153	"	"	PUNCT
emaj-228	129	154	tool	tool	NOUN
emaj-228	129	155	on	on	ADP
emaj-228	129	156	the	the	DET
emaj-228	129	157	twitter	twitter	NOUN
emaj-228	129	158	platform	platform	NOUN
emaj-228	129	159	.	.	PUNCT
emaj-228	130	1	the	the	DET
emaj-228	130	2	model	model	NOUN
emaj-228	130	3	created	create	VERB
emaj-228	130	4	on	on	ADP
emaj-228	130	5	rapidminer	rapidminer	NOUN
emaj-228	130	6	to	to	PART
emaj-228	130	7	collect	collect	VERB
emaj-228	130	8	twitter	twitter	NOUN
emaj-228	130	9	data	datum	NOUN
emaj-228	130	10	and	and	CCONJ
emaj-228	130	11	analyze	analyze	VERB
emaj-228	130	12	the	the	DET
emaj-228	130	13	sensitivity	sensitivity	NOUN
emaj-228	130	14	is	be	AUX
emaj-228	130	15	provided	provide	VERB
emaj-228	130	16	in	in	ADP
emaj-228	130	17	figure	figure	NOUN
emaj-228	130	18	2	2	NUM
emaj-228	130	19	.	.	PUNCT
emaj-228	130	20	volume	volume	NOUN
emaj-228	130	21	11	11	NUM
emaj-228	130	22	no	no	DET
emaj-228	130	23	2	2	NUM
emaj-228	130	24	(	(	PUNCT
emaj-228	130	25	2021	2021	NUM
emaj-228	130	26	)	)	PUNCT
emaj-228	130	27	|	|	ADV
emaj-228	130	28	issn	issn	VERB
emaj-228	130	29	2158	2158	NUM
emaj-228	130	30	-	-	SYM
emaj-228	130	31	8708	8708	NUM
emaj-228	130	32	(	(	PUNCT
emaj-228	130	33	online	online	NOUN
emaj-228	130	34	)	)	PUNCT
emaj-228	130	35	|	|	ADV
emaj-228	130	36	doi	doi	X
emaj-228	130	37	10.5195	10.5195	NUM
emaj-228	130	38	/	/	SYM
emaj-228	130	39	emaj.2021.228	emaj.2021.228	PROPN
emaj-228	130	40	|	|	ADV
emaj-228	130	41	http://emaj.pitt.edu	http://emaj.pitt.edu	AUX
emaj-228	130	42	creating	create	VERB
emaj-228	130	43	brand	brand	NOUN
emaj-228	130	44	image	image	NOUN
emaj-228	130	45	profile	profile	NOUN
emaj-228	130	46	by	by	ADP
emaj-228	130	47	social	social	ADJ
emaj-228	130	48	media	medium	NOUN
emaj-228	130	49	analysis	analysis	NOUN
emaj-228	130	50	page	page	NOUN
emaj-228	130	51	|20|	|20|	NOUN
emaj-228	130	52	emerging	emerge	VERB
emaj-228	130	53	markets	market	NOUN
emaj-228	130	54	journal	journal	NOUN
emaj-228	130	55	figure	figure	NOUN
emaj-228	130	56	2	2	NUM
emaj-228	130	57	.	.	PUNCT
emaj-228	130	58	data	data	PROPN
emaj-228	130	59	retrieval	retrieval	PROPN
emaj-228	130	60	operation	operation	NOUN
emaj-228	130	61	model	model	NOUN
emaj-228	130	62	with	with	ADP
emaj-228	130	63	rapidminer	rapidminer	NOUN
emaj-228	130	64	source	source	NOUN
emaj-228	130	65	:	:	PUNCT
emaj-228	130	66	authors	author	NOUN
emaj-228	130	67	’	'	PUNCT
emaj-228	130	68	own	own	ADJ
emaj-228	130	69	compilation	compilation	NOUN
emaj-228	130	70	the	the	DET
emaj-228	130	71	"	"	PUNCT
emaj-228	130	72	search	search	NOUN
emaj-228	130	73	twitter	twitter	NOUN
emaj-228	130	74	"	"	PUNCT
emaj-228	130	75	modules	module	NOUN
emaj-228	130	76	were	be	AUX
emaj-228	130	77	used	use	VERB
emaj-228	130	78	for	for	ADP
emaj-228	130	79	data	datum	NOUN
emaj-228	130	80	retrieval	retrieval	NOUN
emaj-228	130	81	operations	operation	NOUN
emaj-228	130	82	from	from	ADP
emaj-228	130	83	twitter	twitter	NOUN
emaj-228	130	84	.	.	PUNCT
emaj-228	131	1	a	a	DET
emaj-228	131	2	separate	separate	ADJ
emaj-228	131	3	"	"	PUNCT
emaj-228	131	4	search	search	NOUN
emaj-228	131	5	twitter	twitter	NOUN
emaj-228	131	6	"	"	PUNCT
emaj-228	131	7	module	module	NOUN
emaj-228	131	8	had	have	AUX
emaj-228	131	9	been	be	AUX
emaj-228	131	10	created	create	VERB
emaj-228	131	11	for	for	ADP
emaj-228	131	12	each	each	DET
emaj-228	131	13	keyword	keyword	NOUN
emaj-228	131	14	.	.	PUNCT
emaj-228	132	1	the	the	DET
emaj-228	132	2	parameters	parameter	NOUN
emaj-228	132	3	of	of	ADP
emaj-228	132	4	this	this	DET
emaj-228	132	5	module	module	NOUN
emaj-228	132	6	are	be	AUX
emaj-228	132	7	set	set	VERB
emaj-228	132	8	as	as	SCONJ
emaj-228	132	9	follows	follow	VERB
emaj-228	132	10	:	:	PUNCT
emaj-228	132	11			NOUN
emaj-228	132	12	connection	connection	NOUN
emaj-228	132	13	entry	entry	NOUN
emaj-228	132	14	:	:	PUNCT
emaj-228	132	15	this	this	DET
emaj-228	132	16	section	section	NOUN
emaj-228	132	17	is	be	AUX
emaj-228	132	18	used	use	VERB
emaj-228	132	19	to	to	PART
emaj-228	132	20	establish	establish	VERB
emaj-228	132	21	a	a	DET
emaj-228	132	22	bridge	bridge	NOUN
emaj-228	132	23	with	with	ADP
emaj-228	132	24	a	a	DET
emaj-228	132	25	twitter	twitter	NOUN
emaj-228	132	26	account	account	NOUN
emaj-228	132	27	,	,	PUNCT
emaj-228	132	28	which	which	PRON
emaj-228	132	29	has	have	AUX
emaj-228	132	30	already	already	ADV
emaj-228	132	31	been	be	AUX
emaj-228	132	32	installed	instal	VERB
emaj-228	132	33	through	through	ADP
emaj-228	132	34	the	the	DET
emaj-228	132	35	link	link	NOUN
emaj-228	132	36	section	section	NOUN
emaj-228	132	37	.	.	PUNCT
emaj-228	133	1			PRON
emaj-228	133	2	query	query	NOUN
emaj-228	133	3	:	:	PUNCT
emaj-228	133	4	this	this	PRON
emaj-228	133	5	is	be	AUX
emaj-228	133	6	the	the	DET
emaj-228	133	7	part	part	NOUN
emaj-228	133	8	where	where	SCONJ
emaj-228	133	9	the	the	DET
emaj-228	133	10	keywords	keyword	NOUN
emaj-228	133	11	are	be	AUX
emaj-228	133	12	written	write	VERB
emaj-228	133	13	and	and	CCONJ
emaj-228	133	14	entered	enter	VERB
emaj-228	133	15	.	.	PUNCT
emaj-228	134	1	six	six	NUM
emaj-228	134	2	keywords	keyword	NOUN
emaj-228	134	3	determined	determine	VERB
emaj-228	134	4	by	by	ADP
emaj-228	134	5	the	the	DET
emaj-228	134	6	focus	focus	NOUN
emaj-228	134	7	group	group	NOUN
emaj-228	134	8	study	study	NOUN
emaj-228	134	9	were	be	AUX
emaj-228	134	10	written	write	VERB
emaj-228	134	11	separately	separately	ADV
emaj-228	134	12	for	for	ADP
emaj-228	134	13	six	six	NUM
emaj-228	134	14	modules	module	NOUN
emaj-228	134	15	.	.	PUNCT
emaj-228	135	1			PRON
emaj-228	135	2	result	result	PROPN
emaj-228	135	3	type	type	NOUN
emaj-228	135	4	:	:	PUNCT
emaj-228	135	5	this	this	DET
emaj-228	135	6	parameter	parameter	NOUN
emaj-228	135	7	specifies	specify	VERB
emaj-228	135	8	the	the	DET
emaj-228	135	9	preferred	prefer	VERB
emaj-228	135	10	search	search	NOUN
emaj-228	135	11	result	result	NOUN
emaj-228	135	12	type	type	NOUN
emaj-228	135	13	.	.	PUNCT
emaj-228	136	1	for	for	ADP
emaj-228	136	2	recent	recent	ADJ
emaj-228	136	3	tweeting	tweet	VERB
emaj-228	136	4	,	,	PUNCT
emaj-228	136	5	'	'	PUNCT
emaj-228	136	6	recent	recent	ADJ
emaj-228	136	7	or	or	CCONJ
emaj-228	136	8	popular	popular	ADJ
emaj-228	136	9	'	'	PUNCT
emaj-228	136	10	has	have	AUX
emaj-228	136	11	been	be	AUX
emaj-228	136	12	selected	select	VERB
emaj-228	136	13	as	as	ADP
emaj-228	136	14	'	'	PUNCT
emaj-228	136	15	recent	recent	ADJ
emaj-228	136	16	'	'	PUNCT
emaj-228	136	17	for	for	ADP
emaj-228	136	18	all	all	DET
emaj-228	136	19	subsequent	subsequent	ADJ
emaj-228	136	20	actions	action	NOUN
emaj-228	136	21	.	.	PUNCT
emaj-228	137	1			PRON
emaj-228	137	2	language	language	NOUN
emaj-228	137	3	:	:	PUNCT
emaj-228	137	4	this	this	DET
emaj-228	137	5	parameter	parameter	NOUN
emaj-228	137	6	limits	limit	VERB
emaj-228	137	7	the	the	DET
emaj-228	137	8	retrieved	retrieve	VERB
emaj-228	137	9	tweets	tweet	NOUN
emaj-228	137	10	to	to	ADP
emaj-228	137	11	the	the	DET
emaj-228	137	12	language	language	NOUN
emaj-228	137	13	specified	specify	VERB
emaj-228	137	14	by	by	ADP
emaj-228	137	15	the	the	DET
emaj-228	137	16	iso	iso	NOUN
emaj-228	137	17	639	639	NUM
emaj-228	137	18	-	-	SYM
emaj-228	137	19	1	1	NUM
emaj-228	137	20	code	code	NOUN
emaj-228	137	21	.	.	PUNCT
emaj-228	138	1	the	the	DET
emaj-228	138	2	language	language	NOUN
emaj-228	138	3	of	of	ADP
emaj-228	138	4	the	the	DET
emaj-228	138	5	text	text	NOUN
emaj-228	138	6	to	to	PART
emaj-228	138	7	be	be	AUX
emaj-228	138	8	used	use	VERB
emaj-228	138	9	for	for	ADP
emaj-228	138	10	sentiment	sentiment	NOUN
emaj-228	138	11	analysis	analysis	NOUN
emaj-228	138	12	must	must	AUX
emaj-228	138	13	be	be	AUX
emaj-228	138	14	unique	unique	ADJ
emaj-228	138	15	.	.	PUNCT
emaj-228	139	1	that	that	PRON
emaj-228	139	2	is	be	AUX
emaj-228	139	3	why	why	SCONJ
emaj-228	139	4	english	english	PROPN
emaj-228	139	5	was	be	AUX
emaj-228	139	6	chosen	choose	VERB
emaj-228	139	7	as	as	ADP
emaj-228	139	8	the	the	DET
emaj-228	139	9	most	most	ADV
emaj-228	139	10	widely	widely	ADV
emaj-228	139	11	used	use	VERB
emaj-228	139	12	language	language	NOUN
emaj-228	139	13	.	.	PUNCT
emaj-228	140	1	the	the	DET
emaj-228	140	2	command	command	NOUN
emaj-228	140	3	"	"	PUNCT
emaj-228	140	4	en	en	X
emaj-228	140	5	"	"	PUNCT
emaj-228	140	6	was	be	AUX
emaj-228	140	7	entered	enter	VERB
emaj-228	140	8	as	as	ADP
emaj-228	140	9	the	the	DET
emaj-228	140	10	international	international	ADJ
emaj-228	140	11	abbreviation	abbreviation	NOUN
emaj-228	140	12	of	of	ADP
emaj-228	140	13	english	english	ADJ
emaj-228	140	14	language	language	NOUN
emaj-228	140	15	in	in	ADP
emaj-228	140	16	the	the	DET
emaj-228	140	17	relevant	relevant	ADJ
emaj-228	140	18	section	section	NOUN
emaj-228	140	19	.	.	PUNCT
emaj-228	141	1	sentiment	sentiment	NOUN
emaj-228	141	2	analysis	analysis	NOUN
emaj-228	141	3	had	have	AUX
emaj-228	141	4	been	be	AUX
emaj-228	141	5	performed	perform	VERB
emaj-228	141	6	to	to	PART
emaj-228	141	7	make	make	VERB
emaj-228	141	8	the	the	DET
emaj-228	141	9	tweet	tweet	NOUN
emaj-228	141	10	data	datum	NOUN
emaj-228	141	11	meaningful	meaningful	ADJ
emaj-228	141	12	.	.	PUNCT
emaj-228	142	1	sentiment	sentiment	NOUN
emaj-228	142	2	analysis	analysis	NOUN
emaj-228	142	3	is	be	AUX
emaj-228	142	4	a	a	DET
emaj-228	142	5	technique	technique	NOUN
emaj-228	142	6	used	use	VERB
emaj-228	142	7	to	to	PART
emaj-228	142	8	reveal	reveal	VERB
emaj-228	142	9	personal	personal	ADJ
emaj-228	142	10	perceptions	perception	NOUN
emaj-228	142	11	from	from	ADP
emaj-228	142	12	raw	raw	ADJ
emaj-228	142	13	data	datum	NOUN
emaj-228	142	14	available	available	ADJ
emaj-228	142	15	on	on	ADP
emaj-228	142	16	the	the	DET
emaj-228	142	17	internet	internet	NOUN
emaj-228	142	18	.	.	PUNCT
emaj-228	143	1	it	it	PRON
emaj-228	143	2	is	be	AUX
emaj-228	143	3	used	use	VERB
emaj-228	143	4	for	for	ADP
emaj-228	143	5	classifying	classify	VERB
emaj-228	143	6	users	user	NOUN
emaj-228	143	7	'	'	PART
emaj-228	143	8	opinions	opinion	NOUN
emaj-228	143	9	and	and	CCONJ
emaj-228	143	10	thoughts	thought	NOUN
emaj-228	143	11	from	from	ADP
emaj-228	143	12	social	social	ADJ
emaj-228	143	13	media	medium	NOUN
emaj-228	143	14	as	as	ADP
emaj-228	143	15	positive	positive	ADJ
emaj-228	143	16	,	,	PUNCT
emaj-228	143	17	negative	negative	ADJ
emaj-228	143	18	and	and	CCONJ
emaj-228	143	19	neutral	neutral	ADJ
emaj-228	143	20	emotions	emotion	NOUN
emaj-228	143	21	(	(	PUNCT
emaj-228	143	22	bhardwaj	bhardwaj	PROPN
emaj-228	143	23	et	et	PROPN
emaj-228	143	24	al	al	PROPN
emaj-228	143	25	.	.	PROPN
emaj-228	143	26	,	,	PUNCT
emaj-228	143	27	2015	2015	NUM
emaj-228	143	28	)	)	PUNCT
emaj-228	143	29	.	.	PUNCT
emaj-228	144	1	meaningcloud	meaningcloud	ADJ
emaj-228	144	2	"	"	PUNCT
emaj-228	144	3	sentiment	sentiment	NOUN
emaj-228	144	4	analysis	analysis	NOUN
emaj-228	144	5	"	"	PUNCT
emaj-228	144	6	module	module	NOUN
emaj-228	144	7	had	have	AUX
emaj-228	144	8	been	be	AUX
emaj-228	144	9	added	add	VERB
emaj-228	144	10	as	as	ADP
emaj-228	144	11	rapidminer	rapidminer	NOUN
emaj-228	144	12	extension	extension	NOUN
emaj-228	144	13	and	and	CCONJ
emaj-228	144	14	used	use	VERB
emaj-228	144	15	to	to	PART
emaj-228	144	16	perform	perform	VERB
emaj-228	144	17	sensitivity	sensitivity	NOUN
emaj-228	144	18	analysis	analysis	NOUN
emaj-228	144	19	in	in	ADP
emaj-228	144	20	the	the	DET
emaj-228	144	21	model	model	NOUN
emaj-228	144	22	.	.	PUNCT
emaj-228	145	1	meaningcloud	meaningcloud	PROPN
emaj-228	145	2	visually	visually	ADV
emaj-228	145	3	depicts	depict	VERB
emaj-228	145	4	the	the	DET
emaj-228	145	5	result	result	NOUN
emaj-228	145	6	of	of	ADP
emaj-228	145	7	polarity	polarity	NOUN
emaj-228	145	8	and	and	CCONJ
emaj-228	145	9	sensitivity	sensitivity	NOUN
emaj-228	145	10	analysis	analysis	NOUN
emaj-228	145	11	for	for	ADP
emaj-228	145	12	discussion	discussion	NOUN
emaj-228	145	13	(	(	PUNCT
emaj-228	145	14	aswani	aswani	NOUN
emaj-228	145	15	et	et	PROPN
emaj-228	145	16	al	al	PROPN
emaj-228	145	17	.	.	PROPN
emaj-228	145	18	,	,	PUNCT
emaj-228	145	19	2018	2018	NUM
emaj-228	145	20	)	)	PUNCT
emaj-228	145	21	.	.	PUNCT
emaj-228	146	1	the	the	DET
emaj-228	146	2	tweets	tweet	NOUN
emaj-228	146	3	that	that	PRON
emaj-228	146	4	this	this	DET
emaj-228	146	5	module	module	NOUN
emaj-228	146	6	had	have	AUX
emaj-228	146	7	categorized	categorize	VERB
emaj-228	146	8	are	be	AUX
emaj-228	146	9	as	as	ADP
emaj-228	146	10	negative/	negative/	NUM
emaj-228	146	11	positive/	positive/	NUM
emaj-228	146	12	neutral/	neutral/	NUM
emaj-228	146	13	negative+/	negative+/	NOUN
emaj-228	146	14	and	and	CCONJ
emaj-228	146	15	positive+	positive+	NOUN
emaj-228	146	16	.	.	PUNCT
emaj-228	147	1	after	after	ADP
emaj-228	147	2	the	the	DET
emaj-228	147	3	sentiment	sentiment	NOUN
emaj-228	147	4	analysis	analysis	NOUN
emaj-228	147	5	,	,	PUNCT
emaj-228	147	6	the	the	DET
emaj-228	147	7	collected	collect	VERB
emaj-228	147	8	comments	comment	NOUN
emaj-228	147	9	had	have	AUX
emaj-228	147	10	been	be	AUX
emaj-228	147	11	evaluated	evaluate	VERB
emaj-228	147	12	.	.	PUNCT
emaj-228	148	1	the	the	DET
emaj-228	148	2	values	value	NOUN
emaj-228	148	3	and	and	CCONJ
emaj-228	148	4	thoughts	thought	NOUN
emaj-228	148	5	that	that	PRON
emaj-228	148	6	users	user	NOUN
emaj-228	148	7	pay	pay	VERB
emaj-228	148	8	attention	attention	NOUN
emaj-228	148	9	to	to	ADP
emaj-228	148	10	when	when	SCONJ
emaj-228	148	11	buying	buy	VERB
emaj-228	148	12	an	an	DET
emaj-228	148	13	iphone	iphone	NOUN
emaj-228	148	14	had	have	AUX
emaj-228	148	15	been	be	AUX
emaj-228	148	16	categorized	categorize	VERB
emaj-228	148	17	.	.	PUNCT
emaj-228	149	1	before	before	SCONJ
emaj-228	149	2	the	the	DET
emaj-228	149	3	sentiment	sentiment	NOUN
emaj-228	149	4	analysis	analysis	NOUN
emaj-228	149	5	be	be	AUX
emaj-228	149	6	carried	carry	VERB
emaj-228	149	7	out	out	ADP
emaj-228	149	8	,	,	PUNCT
emaj-228	149	9	1.000	1.000	NUM
emaj-228	149	10	comments	comment	NOUN
emaj-228	149	11	had	have	AUX
emaj-228	149	12	been	be	AUX
emaj-228	149	13	read	read	VERB
emaj-228	149	14	one	one	NUM
emaj-228	149	15	by	by	ADP
emaj-228	149	16	one	one	NUM
emaj-228	149	17	to	to	PART
emaj-228	149	18	measure	measure	VERB
emaj-228	149	19	the	the	DET
emaj-228	149	20	created	create	VERB
emaj-228	149	21	sentiment	sentiment	NOUN
emaj-228	149	22	analysis	analysis	NOUN
emaj-228	149	23	algorithm	algorithm	NOUN
emaj-228	149	24	's	's	PART
emaj-228	149	25	accuracy	accuracy	NOUN
emaj-228	149	26	.	.	PUNCT
emaj-228	150	1	they	they	PRON
emaj-228	150	2	were	be	AUX
emaj-228	150	3	categorized	categorize	VERB
emaj-228	150	4	as	as	ADP
emaj-228	150	5	positive	positive	ADJ
emaj-228	150	6	,	,	PUNCT
emaj-228	150	7	negative	negative	ADJ
emaj-228	150	8	,	,	PUNCT
emaj-228	150	9	neutral	neutral	ADJ
emaj-228	150	10	,	,	PUNCT
emaj-228	150	11	negative+	negative+	NOUN
emaj-228	150	12	and	and	CCONJ
emaj-228	150	13	positive+	positive+	NOUN
emaj-228	150	14	by	by	ADP
emaj-228	150	15	non	non	ADJ
emaj-228	150	16	-	-	ADJ
emaj-228	150	17	algorithmic	algorithmic	ADJ
emaj-228	150	18	processes	process	NOUN
emaj-228	150	19	.	.	PUNCT
emaj-228	151	1	the	the	DET
emaj-228	151	2	actual	actual	ADJ
emaj-228	151	3	values	value	NOUN
emaj-228	151	4	of	of	ADP
emaj-228	151	5	these	these	DET
emaj-228	151	6	interpretations	interpretation	NOUN
emaj-228	151	7	had	have	AUX
emaj-228	151	8	been	be	AUX
emaj-228	151	9	compared	compare	VERB
emaj-228	151	10	with	with	ADP
emaj-228	151	11	the	the	DET
emaj-228	151	12	test	test	NOUN
emaj-228	151	13	results	result	NOUN
emaj-228	151	14	.	.	PUNCT
emaj-228	152	1	as	as	SCONJ
emaj-228	152	2	shown	show	VERB
emaj-228	152	3	in	in	ADP
emaj-228	152	4	table	table	NOUN
emaj-228	152	5	1	1	NUM
emaj-228	152	6	,	,	PUNCT
emaj-228	152	7	the	the	DET
emaj-228	152	8	error	error	NOUN
emaj-228	152	9	rate	rate	NOUN
emaj-228	152	10	of	of	ADP
emaj-228	152	11	nbr	nbr	ADJ
emaj-228	152	12	scores	score	NOUN
emaj-228	152	13	is	be	AUX
emaj-228	152	14	only	only	ADV
emaj-228	152	15	7,29	7,29	NUM
emaj-228	152	16	%	%	NOUN
emaj-228	152	17	,	,	PUNCT
emaj-228	152	18	although	although	SCONJ
emaj-228	152	19	the	the	DET
emaj-228	152	20	error	error	NOUN
emaj-228	152	21	rate	rate	NOUN
emaj-228	152	22	in	in	ADP
emaj-228	152	23	emotion	emotion	NOUN
emaj-228	152	24	polarities	polarity	NOUN
emaj-228	152	25	is	be	AUX
emaj-228	152	26	high	high	ADJ
emaj-228	152	27	.	.	PUNCT
emaj-228	153	1	table	table	NOUN
emaj-228	153	2	2	2	NUM
emaj-228	153	3	:	:	PUNCT
emaj-228	153	4	manually	manually	ADV
emaj-228	153	5	sentiment	sentiment	VERB
emaj-228	153	6	analysis	analysis	NOUN
emaj-228	153	7	and	and	CCONJ
emaj-228	153	8	sentiment	sentiment	NOUN
emaj-228	153	9	analysis	analysis	NOUN
emaj-228	153	10	through	through	ADP
emaj-228	153	11	rapidminer	rapidminer	NOUN
emaj-228	153	12	polarity	polarity	NOUN
emaj-228	153	13	(	(	PUNCT
emaj-228	153	14	text	text	NOUN
emaj-228	153	15	)	)	PUNCT
emaj-228	153	16	count	count	NOUN
emaj-228	153	17	(	(	PUNCT
emaj-228	153	18	polarity(text	polarity(text	PROPN
emaj-228	153	19	)	)	PUNCT
emaj-228	153	20	manually	manually	ADV
emaj-228	153	21	sentiment	sentiment	NOUN
emaj-228	153	22	analysis	analysis	NOUN
emaj-228	153	23	mama	mama	PROPN
emaj-228	153	24	count	count	NOUN
emaj-228	153	25	(	(	PUNCT
emaj-228	153	26	polarity(text	polarity(text	PROPN
emaj-228	153	27	)	)	PUNCT
emaj-228	153	28	)	)	PUNCT
emaj-228	153	29	sentiment	sentiment	NOUN
emaj-228	153	30	analysis	analysis	NOUN
emaj-228	153	31	through	through	ADP
emaj-228	153	32	rapidminer	rapidminer	NOUN
emaj-228	153	33	n	n	PROPN
emaj-228	153	34	50	50	NUM
emaj-228	153	35	89	89	NUM
emaj-228	153	36	n+	n+	NUM
emaj-228	153	37	43	43	NUM
emaj-228	153	38	14	14	NUM
emaj-228	153	39	neu	neu	NOUN
emaj-228	153	40	120	120	NUM
emaj-228	153	41	41	41	NUM
emaj-228	153	42	none	none	NOUN
emaj-228	153	43	217	217	NUM
emaj-228	153	44	507	507	NUM
emaj-228	153	45	p	p	NOUN
emaj-228	153	46	339	339	NUM
emaj-228	153	47	303	303	NUM
emaj-228	153	48	p+	p+	NOUN
emaj-228	153	49	231	231	NUM
emaj-228	153	50	46	46	NUM
emaj-228	153	51	sum	sum	NOUN
emaj-228	153	52	1.000	1.000	NUM
emaj-228	153	53	1.000	1.000	NUM
emaj-228	153	54	nbr	nbr	ADJ
emaj-228	153	55	3,84	3,84	PROPN
emaj-228	153	56	3,56	3,56	PROPN
emaj-228	153	57	source	source	NOUN
emaj-228	153	58	:	:	PUNCT
emaj-228	153	59	authors	author	NOUN
emaj-228	153	60	’	'	PUNCT
emaj-228	153	61	own	own	ADJ
emaj-228	153	62	compilation	compilation	NOUN
emaj-228	153	63	nbr	nbr	NOUN
emaj-228	153	64	is	be	AUX
emaj-228	153	65	a	a	DET
emaj-228	153	66	brand	brand	NOUN
emaj-228	153	67	's	's	PART
emaj-228	153	68	reputation	reputation	NOUN
emaj-228	153	69	value	value	NOUN
emaj-228	153	70	digitally	digitally	ADV
emaj-228	153	71	,	,	PUNCT
emaj-228	153	72	meaningfully	meaningfully	ADV
emaj-228	153	73	close	close	ADJ
emaj-228	153	74	to	to	ADP
emaj-228	153	75	the	the	DET
emaj-228	153	76	net	net	ADJ
emaj-228	153	77	promoter	promoter	NOUN
emaj-228	153	78	score	score	NOUN
emaj-228	153	79	(	(	PUNCT
emaj-228	153	80	armstrong	armstrong	PROPN
emaj-228	153	81	,	,	PUNCT
emaj-228	153	82	kotler	kotler	PROPN
emaj-228	153	83	and	and	CCONJ
emaj-228	153	84	opresnik	opresnik	X
emaj-228	153	85	,	,	PUNCT
emaj-228	153	86	2016	2016	NUM
emaj-228	153	87	)	)	PUNCT
emaj-228	153	88	.	.	PUNCT
emaj-228	154	1	in	in	ADP
emaj-228	154	2	this	this	DET
emaj-228	154	3	study	study	NOUN
emaj-228	154	4	,	,	PUNCT
emaj-228	154	5	positive	positive	ADJ
emaj-228	154	6	and	and	CCONJ
emaj-228	154	7	negative	negative	ADJ
emaj-228	154	8	thoughts	thought	NOUN
emaj-228	154	9	were	be	AUX
emaj-228	154	10	used	use	VERB
emaj-228	154	11	as	as	ADP
emaj-228	154	12	data	datum	NOUN
emaj-228	154	13	by	by	ADP
emaj-228	154	14	considering	consider	VERB
emaj-228	154	15	net	net	ADJ
emaj-228	154	16	brand	brand	NOUN
emaj-228	154	17	reputation	reputation	NOUN
emaj-228	154	18	when	when	SCONJ
emaj-228	154	19	creating	create	VERB
emaj-228	154	20	the	the	DET
emaj-228	154	21	iphone	iphone	NOUN
emaj-228	154	22	's	's	PART
emaj-228	154	23	brand	brand	NOUN
emaj-228	154	24	profile	profile	NOUN
emaj-228	154	25	.	.	PUNCT
emaj-228	155	1	this	this	DET
emaj-228	155	2	study	study	NOUN
emaj-228	155	3	aims	aim	VERB
emaj-228	155	4	to	to	PART
emaj-228	155	5	analyze	analyze	VERB
emaj-228	155	6	the	the	DET
emaj-228	155	7	emotions	emotion	NOUN
emaj-228	155	8	and	and	CCONJ
emaj-228	155	9	perform	perform	VERB
emaj-228	155	10	a	a	DET
emaj-228	155	11	sentiment	sentiment	NOUN
emaj-228	155	12	analysis	analysis	NOUN
emaj-228	155	13	of	of	ADP
emaj-228	155	14	the	the	DET
emaj-228	155	15	individuals	individual	NOUN
emaj-228	155	16	by	by	ADP
emaj-228	155	17	taking	take	VERB
emaj-228	155	18	advantage	advantage	NOUN
emaj-228	155	19	of	of	ADP
emaj-228	155	20	social	social	ADJ
emaj-228	155	21	media	medium	NOUN
emaj-228	155	22	.	.	PUNCT
emaj-228	156	1	thanks	thank	NOUN
emaj-228	156	2	to	to	ADP
emaj-228	156	3	exploiting	exploit	VERB
emaj-228	156	4	this	this	PRON
emaj-228	156	5	,	,	PUNCT
emaj-228	156	6	the	the	DET
emaj-228	156	7	opinions	opinion	NOUN
emaj-228	156	8	of	of	ADP
emaj-228	156	9	individuals	individual	NOUN
emaj-228	156	10	about	about	ADP
emaj-228	156	11	the	the	DET
emaj-228	156	12	product	product	NOUN
emaj-228	156	13	were	be	AUX
emaj-228	156	14	determined	determine	VERB
emaj-228	156	15	.	.	PUNCT
emaj-228	157	1	these	these	DET
emaj-228	157	2	detected	detect	VERB
emaj-228	157	3	data	datum	NOUN
emaj-228	157	4	had	have	AUX
emaj-228	157	5	been	be	AUX
emaj-228	157	6	analyzed	analyze	VERB
emaj-228	157	7	through	through	ADP
emaj-228	157	8	the	the	DET
emaj-228	157	9	"	"	PUNCT
emaj-228	157	10	meaningcloud	meaningcloud	ADJ
emaj-228	157	11	"	"	PUNCT
emaj-228	157	12	tool	tool	NOUN
emaj-228	157	13	.	.	PUNCT
emaj-228	158	1	nbr	nbr	ADJ
emaj-228	158	2	formula	formula	NOUN
emaj-228	158	3	:	:	PUNCT
emaj-228	158	4	(	(	PUNCT
emaj-228	158	5	vidya	vidya	NOUN
emaj-228	158	6	,	,	PUNCT
emaj-228	158	7	fanany	fanany	NOUN
emaj-228	158	8	and	and	CCONJ
emaj-228	158	9	budi	budi	PROPN
emaj-228	158	10	,	,	PUNCT
emaj-228	158	11	2015	2015	NUM
emaj-228	158	12	)	)	PUNCT
emaj-228	158	13	(	(	PUNCT
emaj-228	158	14	𝑃𝑜𝑠𝑖𝑡𝑖𝑣𝑒	𝑃𝑜𝑠𝑖𝑡𝑖𝑣𝑒	PROPN
emaj-228	158	15	𝑀𝑒𝑛𝑡𝑖𝑜𝑛𝑠−𝑁𝑒𝑔𝑎𝑡𝑖𝑣𝑒	𝑀𝑒𝑛𝑡𝑖𝑜𝑛𝑠−𝑁𝑒𝑔𝑎𝑡𝑖𝑣𝑒	PROPN
emaj-228	158	16	𝑀𝑒𝑛𝑡𝑖𝑜𝑛𝑠	𝑀𝑒𝑛𝑡𝑖𝑜𝑛𝑠	PROPN
emaj-228	158	17	𝑃𝑜𝑠𝑖𝑡𝑖𝑣𝑒	𝑃𝑜𝑠𝑖𝑡𝑖𝑣𝑒	PROPN
emaj-228	158	18	𝑀𝑒𝑛𝑡𝑖𝑜𝑛𝑠+𝑁𝑒𝑔𝑎𝑡𝑖𝑣𝑒	𝑀𝑒𝑛𝑡𝑖𝑜𝑛𝑠+𝑁𝑒𝑔𝑎𝑡𝑖𝑣𝑒	PROPN
emaj-228	158	19	𝑀𝑒𝑛𝑡𝑖𝑜𝑛𝑠	𝑀𝑒𝑛𝑡𝑖𝑜𝑛𝑠	PROPN
emaj-228	158	20	)	)	PUNCT
emaj-228	158	21	∗	∗	NOUN
emaj-228	158	22	100	100	NUM
emaj-228	158	23	%	%	NOUN
emaj-228	158	24	a	a	DET
emaj-228	158	25	survey	survey	NOUN
emaj-228	158	26	was	be	AUX
emaj-228	158	27	conducted	conduct	VERB
emaj-228	158	28	to	to	PART
emaj-228	158	29	compare	compare	VERB
emaj-228	158	30	the	the	DET
emaj-228	158	31	results	result	NOUN
emaj-228	158	32	of	of	ADP
emaj-228	158	33	social	social	ADJ
emaj-228	158	34	media	medium	NOUN
emaj-228	158	35	analysis	analysis	NOUN
emaj-228	158	36	and	and	CCONJ
emaj-228	158	37	to	to	PART
emaj-228	158	38	determine	determine	VERB
emaj-228	158	39	the	the	DET
emaj-228	158	40	nbr	nbr	ADJ
emaj-228	158	41	values	value	NOUN
emaj-228	158	42	of	of	ADP
emaj-228	158	43	the	the	DET
emaj-228	158	44	keywords	keyword	NOUN
emaj-228	158	45	.	.	PUNCT
emaj-228	159	1	participants	participant	NOUN
emaj-228	159	2	were	be	AUX
emaj-228	159	3	asked	ask	VERB
emaj-228	159	4	to	to	PART
emaj-228	159	5	answer	answer	VERB
emaj-228	159	6	the	the	DET
emaj-228	159	7	following	follow	VERB
emaj-228	159	8	questions	question	NOUN
emaj-228	159	9	.	.	PUNCT
emaj-228	160	1			X
emaj-228	160	2	can	can	AUX
emaj-228	160	3	you	you	PRON
emaj-228	160	4	rate	rate	VERB
emaj-228	160	5	the	the	DET
emaj-228	160	6	camera	camera	NOUN
emaj-228	160	7	feature	feature	NOUN
emaj-228	160	8	of	of	ADP
emaj-228	160	9	the	the	DET
emaj-228	160	10	iphone	iphone	NOUN
emaj-228	160	11	between	between	ADP
emaj-228	160	12	1	1	NUM
emaj-228	160	13	-	-	SYM
emaj-228	160	14	5	5	NUM
emaj-228	160	15	?	?	PUNCT
emaj-228	160	16			X
emaj-228	161	1	can	can	AUX
emaj-228	161	2	you	you	PRON
emaj-228	161	3	rate	rate	VERB
emaj-228	161	4	the	the	DET
emaj-228	161	5	design	design	NOUN
emaj-228	161	6	feature	feature	NOUN
emaj-228	161	7	of	of	ADP
emaj-228	161	8	the	the	DET
emaj-228	161	9	iphone	iphone	NOUN
emaj-228	161	10	between	between	ADP
emaj-228	161	11	1	1	NUM
emaj-228	161	12	-	-	SYM
emaj-228	161	13	5	5	NUM
emaj-228	161	14	?	?	PUNCT
emaj-228	161	15			X
emaj-228	162	1	can	can	AUX
emaj-228	162	2	you	you	PRON
emaj-228	162	3	rate	rate	VERB
emaj-228	162	4	the	the	DET
emaj-228	162	5	price	price	NOUN
emaj-228	162	6	feature	feature	NOUN
emaj-228	162	7	of	of	ADP
emaj-228	162	8	the	the	DET
emaj-228	162	9	iphone	iphone	NOUN
emaj-228	162	10	between	between	ADP
emaj-228	162	11	1	1	NUM
emaj-228	162	12	-	-	SYM
emaj-228	162	13	5	5	NUM
emaj-228	162	14	?	?	PUNCT
emaj-228	162	15			X
emaj-228	163	1	can	can	AUX
emaj-228	163	2	you	you	PRON
emaj-228	163	3	rate	rate	VERB
emaj-228	163	4	the	the	DET
emaj-228	163	5	performance	performance	NOUN
emaj-228	163	6	(	(	PUNCT
emaj-228	163	7	speed	speed	NOUN
emaj-228	163	8	)	)	PUNCT
emaj-228	163	9	feature	feature	NOUN
emaj-228	163	10	of	of	ADP
emaj-228	163	11	the	the	DET
emaj-228	163	12	iphone	iphone	NOUN
emaj-228	163	13	between	between	ADP
emaj-228	163	14	1	1	NUM
emaj-228	163	15	-	-	SYM
emaj-228	163	16	5	5	NUM
emaj-228	163	17	?	?	PUNCT
emaj-228	163	18			X
emaj-228	164	1	can	can	AUX
emaj-228	164	2	you	you	PRON
emaj-228	164	3	rate	rate	VERB
emaj-228	164	4	the	the	DET
emaj-228	164	5	memory	memory	NOUN
emaj-228	164	6	feature	feature	NOUN
emaj-228	164	7	of	of	ADP
emaj-228	164	8	the	the	DET
emaj-228	164	9	iphone	iphone	NOUN
emaj-228	164	10	between	between	ADP
emaj-228	164	11	1	1	NUM
emaj-228	164	12	-	-	SYM
emaj-228	164	13	5	5	NUM
emaj-228	164	14	?	?	PUNCT
emaj-228	164	15	volume	volume	NOUN
emaj-228	164	16	11	11	NUM
emaj-228	164	17	no	no	DET
emaj-228	164	18	2	2	NUM
emaj-228	164	19	(	(	PUNCT
emaj-228	164	20	2021	2021	NUM
emaj-228	164	21	)	)	PUNCT
emaj-228	165	1	|	|	ADV
emaj-228	165	2	issn	issn	VERB
emaj-228	165	3	2158	2158	NUM
emaj-228	165	4	-	-	SYM
emaj-228	165	5	8708	8708	NUM
emaj-228	165	6	(	(	PUNCT
emaj-228	165	7	online	online	NOUN
emaj-228	165	8	)	)	PUNCT
emaj-228	165	9	|	|	ADV
emaj-228	165	10	doi	doi	X
emaj-228	165	11	10.5195	10.5195	NUM
emaj-228	165	12	/	/	SYM
emaj-228	165	13	emaj.2021.228	emaj.2021.228	PROPN
emaj-228	165	14	|	|	ADV
emaj-228	165	15	http://emaj.pitt.edu	http://emaj.pitt.edu	VERB
emaj-228	165	16	i̇brahim	i̇brahim	X
emaj-228	166	1	sabuncu	sabuncu	PROPN
emaj-228	166	2	,	,	PUNCT
emaj-228	166	3	berivan	berivan	NOUN
emaj-228	166	4	edeş	edeş	NOUN
emaj-228	166	5	,	,	PUNCT
emaj-228	166	6	doruk	doruk	PROPN
emaj-228	166	7	sıtkıbütün	sıtkıbütün	NOUN
emaj-228	166	8	,	,	PUNCT
emaj-228	166	9	i̇layda	i̇layda	ADJ
emaj-228	166	10	girgin	girgin	NOUN
emaj-228	166	11	,	,	PUNCT
emaj-228	166	12	kadir	kadir	PROPN
emaj-228	166	13	zehir	zehir	PROPN
emaj-228	166	14	emerging	emerge	VERB
emaj-228	166	15	markets	market	NOUN
emaj-228	166	16	journal	journal	NOUN
emaj-228	166	17	|	|	ADV
emaj-228	166	18	p	p	NOUN
emaj-228	166	19	a	a	DET
emaj-228	166	20	g	g	NOUN
emaj-228	166	21	e	e	NOUN
emaj-228	166	22	|21	|21	NOUN
emaj-228	166	23			NOUN
emaj-228	166	24	can	can	AUX
emaj-228	166	25	you	you	PRON
emaj-228	166	26	rate	rate	VERB
emaj-228	166	27	the	the	DET
emaj-228	166	28	security	security	NOUN
emaj-228	166	29	feature	feature	NOUN
emaj-228	166	30	of	of	ADP
emaj-228	166	31	the	the	DET
emaj-228	166	32	iphone	iphone	NOUN
emaj-228	166	33	between	between	ADP
emaj-228	166	34	1	1	NUM
emaj-228	166	35	-	-	SYM
emaj-228	166	36	5	5	NUM
emaj-228	166	37	?	?	PUNCT
emaj-228	166	38	survey	survey	NOUN
emaj-228	166	39	questions	question	NOUN
emaj-228	166	40	were	be	AUX
emaj-228	166	41	prepared	prepare	VERB
emaj-228	166	42	in	in	ADP
emaj-228	166	43	parallel	parallel	NOUN
emaj-228	166	44	with	with	ADP
emaj-228	166	45	the	the	DET
emaj-228	166	46	focus	focus	NOUN
emaj-228	166	47	group	group	NOUN
emaj-228	166	48	study	study	NOUN
emaj-228	166	49	.	.	PUNCT
emaj-228	167	1	the	the	DET
emaj-228	167	2	attributes	attribute	NOUN
emaj-228	167	3	included	include	VERB
emaj-228	167	4	in	in	ADP
emaj-228	167	5	the	the	DET
emaj-228	167	6	questions	question	NOUN
emaj-228	167	7	were	be	AUX
emaj-228	167	8	the	the	DET
emaj-228	167	9	same	same	ADJ
emaj-228	167	10	as	as	ADP
emaj-228	167	11	the	the	DET
emaj-228	167	12	keywords	keyword	NOUN
emaj-228	167	13	obtained	obtain	VERB
emaj-228	167	14	from	from	ADP
emaj-228	167	15	the	the	DET
emaj-228	167	16	focus	focus	NOUN
emaj-228	167	17	group	group	NOUN
emaj-228	167	18	discussion	discussion	NOUN
emaj-228	167	19	.	.	PUNCT
emaj-228	168	1	the	the	DET
emaj-228	168	2	answers	answer	NOUN
emaj-228	168	3	given	give	VERB
emaj-228	168	4	to	to	ADP
emaj-228	168	5	the	the	DET
emaj-228	168	6	questions	question	NOUN
emaj-228	168	7	had	have	AUX
emaj-228	168	8	been	be	AUX
emaj-228	168	9	collected	collect	VERB
emaj-228	168	10	with	with	ADP
emaj-228	168	11	the	the	DET
emaj-228	168	12	likert	likert	ADJ
emaj-228	168	13	scale	scale	NOUN
emaj-228	168	14	's	's	PART
emaj-228	168	15	help	help	NOUN
emaj-228	168	16	in	in	ADP
emaj-228	168	17	the	the	DET
emaj-228	168	18	range	range	NOUN
emaj-228	168	19	of	of	ADP
emaj-228	168	20	1	1	NUM
emaj-228	168	21	-	-	SYM
emaj-228	168	22	5	5	NUM
emaj-228	168	23	.	.	PUNCT
emaj-228	169	1	for	for	ADP
emaj-228	169	2	the	the	DET
emaj-228	169	3	research	research	NOUN
emaj-228	169	4	,	,	PUNCT
emaj-228	169	5	342	342	NUM
emaj-228	169	6	individuals	individual	NOUN
emaj-228	169	7	were	be	AUX
emaj-228	169	8	reached	reach	VERB
emaj-228	169	9	using	use	VERB
emaj-228	169	10	the	the	DET
emaj-228	169	11	questionnaire	questionnaire	NOUN
emaj-228	169	12	link	link	NOUN
emaj-228	169	13	created	create	VERB
emaj-228	169	14	by	by	ADP
emaj-228	169	15	the	the	DET
emaj-228	169	16	'	'	PUNCT
emaj-228	169	17	surveymonkey	surveymonkey	NOUN
emaj-228	169	18	'	'	PUNCT
emaj-228	169	19	application	application	NOUN
emaj-228	169	20	.	.	PUNCT
emaj-228	170	1	iv	iv	X
emaj-228	170	2	.	.	PROPN
emaj-228	170	3	results	result	VERB
emaj-228	170	4	the	the	DET
emaj-228	170	5	distribution	distribution	NOUN
emaj-228	170	6	of	of	ADP
emaj-228	170	7	the	the	DET
emaj-228	170	8	tweets	tweet	NOUN
emaj-228	170	9	retrieved	retrieve	VERB
emaj-228	170	10	from	from	ADP
emaj-228	170	11	social	social	ADJ
emaj-228	170	12	media	medium	NOUN
emaj-228	170	13	analysis	analysis	NOUN
emaj-228	170	14	according	accord	VERB
emaj-228	170	15	to	to	ADP
emaj-228	170	16	the	the	DET
emaj-228	170	17	keywords	keyword	NOUN
emaj-228	170	18	and	and	CCONJ
emaj-228	170	19	emotions	emotion	NOUN
emaj-228	170	20	they	they	PRON
emaj-228	170	21	contain	contain	VERB
emaj-228	170	22	is	be	AUX
emaj-228	170	23	provided	provide	VERB
emaj-228	170	24	in	in	ADP
emaj-228	170	25	table	table	NOUN
emaj-228	171	1	3	3	NUM
emaj-228	171	2	.	.	X
emaj-228	171	3	information	information	NOUN
emaj-228	171	4	in	in	ADP
emaj-228	171	5	table	table	NOUN
emaj-228	171	6	3	3	NUM
emaj-228	171	7	is	be	AUX
emaj-228	171	8	more	more	ADV
emaj-228	171	9	understandable	understandable	ADJ
emaj-228	171	10	after	after	ADP
emaj-228	171	11	visualizing	visualize	VERB
emaj-228	171	12	it	it	PRON
emaj-228	171	13	with	with	ADP
emaj-228	171	14	figure	figure	NOUN
emaj-228	171	15	3	3	NUM
emaj-228	171	16	and	and	CCONJ
emaj-228	171	17	the	the	DET
emaj-228	171	18	radar	radar	NOUN
emaj-228	171	19	chart	chart	NOUN
emaj-228	171	20	in	in	ADP
emaj-228	171	21	figure	figure	NOUN
emaj-228	171	22	4	4	NUM
emaj-228	171	23	.	.	PUNCT
emaj-228	171	24	table	table	NOUN
emaj-228	171	25	3	3	NUM
emaj-228	171	26	:	:	PUNCT
emaj-228	171	27	result	result	NOUN
emaj-228	171	28	of	of	ADP
emaj-228	171	29	social	social	ADJ
emaj-228	171	30	media	medium	NOUN
emaj-228	171	31	analysis	analysis	NOUN
emaj-228	171	32	n	n	PRON
emaj-228	171	33	n+	n+	ADP
emaj-228	171	34	neu	neu	PROPN
emaj-228	171	35	p	p	PROPN
emaj-228	171	36	p+	p+	PROPN
emaj-228	171	37	sum	sum	NOUN
emaj-228	171	38	nbr	nbr	PROPN
emaj-228	171	39	c	c	PROPN
emaj-228	171	40	a	a	DET
emaj-228	171	41	m	m	NOUN
emaj-228	171	42	e	e	NOUN
emaj-228	171	43	r	r	NOUN
emaj-228	171	44	a	a	DET
emaj-228	171	45	3.071	3.071	NUM
emaj-228	171	46	592	592	NUM
emaj-228	171	47	1.703	1.703	NUM
emaj-228	171	48	9.821	9.821	NUM
emaj-228	171	49	2.891	2.891	NUM
emaj-228	171	50	23.361	23.361	NUM
emaj-228	171	51	3,63	3,63	NUM
emaj-228	171	52	p	p	NOUN
emaj-228	171	53	r	r	X
emaj-228	171	54	ic	ic	PROPN
emaj-228	171	55	e	e	PROPN
emaj-228	171	56	3.449	3.449	NUM
emaj-228	171	57	848	848	NUM
emaj-228	171	58	1.186	1.186	NUM
emaj-228	171	59	15.684	15.684	NUM
emaj-228	171	60	2.013	2.013	NUM
emaj-228	171	61	29.746	29.746	NUM
emaj-228	171	62	3,63	3,63	NUM
emaj-228	171	63	m	m	NOUN
emaj-228	171	64	e	e	NOUN
emaj-228	171	65	m	m	NOUN
emaj-228	171	66	o	o	NOUN
emaj-228	171	67	r	r	NOUN
emaj-228	171	68	y	y	PROPN
emaj-228	171	69	469	469	NUM
emaj-228	171	70	94	94	NUM
emaj-228	171	71	615	615	NUM
emaj-228	171	72	3.799	3.799	NUM
emaj-228	171	73	185	185	NUM
emaj-228	171	74	6.248	6.248	NUM
emaj-228	171	75	3,68	3,68	NUM
emaj-228	171	76	s	s	VERB
emaj-228	172	1	p	p	X
emaj-228	172	2	e	e	X
emaj-228	172	3	e	e	NOUN
emaj-228	172	4	d	d	NOUN
emaj-228	172	5	414	414	NUM
emaj-228	172	6	65	65	NUM
emaj-228	172	7	241	241	NUM
emaj-228	172	8	2.753	2.753	NUM
emaj-228	172	9	192	192	NUM
emaj-228	172	10	4.886	4.886	NUM
emaj-228	172	11	3,71	3,71	NUM
emaj-228	173	1	d	d	X
emaj-228	173	2	e	e	X
emaj-228	173	3	s	s	VERB
emaj-228	173	4	ig	ig	PROPN
emaj-228	173	5	n	n	ADV
emaj-228	173	6	317	317	NUM
emaj-228	173	7	190	190	NUM
emaj-228	173	8	277	277	NUM
emaj-228	173	9	9.126	9.126	NUM
emaj-228	173	10	1.199	1.199	NUM
emaj-228	173	11	11.755	11.755	NUM
emaj-228	173	12	3,97	3,97	NUM
emaj-228	173	13	s	s	PART
emaj-228	173	14	e	e	NOUN
emaj-228	173	15	c	c	NOUN
emaj-228	173	16	u	u	NOUN
emaj-228	173	17	r	r	VERB
emaj-228	173	18	it	it	PRON
emaj-228	173	19	y	y	PROPN
emaj-228	173	20	2.521	2.521	NUM
emaj-228	173	21	814	814	NUM
emaj-228	173	22	576	576	NUM
emaj-228	173	23	3.947	3.947	NUM
emaj-228	173	24	369	369	NUM
emaj-228	173	25	11.231	11.231	NUM
emaj-228	173	26	3,07	3,07	NUM
emaj-228	174	1	s	s	PART
emaj-228	174	2	u	u	NOUN
emaj-228	174	3	m	m	PROPN
emaj-228	174	4	10.241	10.241	NUM
emaj-228	174	5	2.603	2.603	NUM
emaj-228	174	6	4.598	4.598	NUM
emaj-228	174	7	45.130	45.130	NUM
emaj-228	174	8	6.849	6.849	NUM
emaj-228	174	9	87.227	87.227	NUM
emaj-228	174	10	source	source	NOUN
emaj-228	174	11	:	:	PUNCT
emaj-228	174	12	authors	author	NOUN
emaj-228	174	13	’	’	PART
emaj-228	174	14	own	own	ADJ
emaj-228	174	15	compilation	compilation	NOUN
emaj-228	174	16	according	accord	VERB
emaj-228	174	17	to	to	ADP
emaj-228	174	18	the	the	DET
emaj-228	174	19	graphic	graphic	ADJ
emaj-228	174	20	prepared	prepare	VERB
emaj-228	174	21	to	to	PART
emaj-228	174	22	exploit	exploit	VERB
emaj-228	174	23	the	the	DET
emaj-228	174	24	data	data	NOUN
emaj-228	174	25	visualization	visualization	NOUN
emaj-228	174	26	technique	technique	NOUN
emaj-228	174	27	,	,	PUNCT
emaj-228	174	28	those	those	PRON
emaj-228	174	29	with	with	ADP
emaj-228	174	30	the	the	DET
emaj-228	174	31	highest	high	ADJ
emaj-228	174	32	iphone	iphone	NOUN
emaj-228	174	33	attributes	attribute	NOUN
emaj-228	174	34	scores	score	NOUN
emaj-228	174	35	are	be	AUX
emaj-228	174	36	design	design	NOUN
emaj-228	174	37	,	,	PUNCT
emaj-228	174	38	memory	memory	NOUN
emaj-228	174	39	and	and	CCONJ
emaj-228	174	40	performance	performance	NOUN
emaj-228	174	41	(	(	PUNCT
emaj-228	174	42	speed	speed	NOUN
emaj-228	174	43	)	)	PUNCT
emaj-228	174	44	.	.	PUNCT
emaj-228	175	1	the	the	DET
emaj-228	175	2	'	'	PUNCT
emaj-228	175	3	design	design	NOUN
emaj-228	175	4	'	'	PUNCT
emaj-228	175	5	attribute	attribute	NOUN
emaj-228	175	6	has	have	VERB
emaj-228	175	7	the	the	DET
emaj-228	175	8	highest	high	ADJ
emaj-228	175	9	nbr	nbr	ADJ
emaj-228	175	10	score	score	NOUN
emaj-228	175	11	.	.	PUNCT
emaj-228	176	1	however	however	ADV
emaj-228	176	2	,	,	PUNCT
emaj-228	176	3	the	the	DET
emaj-228	176	4	commonly	commonly	ADV
emaj-228	176	5	spoken	speak	VERB
emaj-228	176	6	attribute	attribute	NOUN
emaj-228	176	7	is	be	AUX
emaj-228	176	8	'	'	PUNCT
emaj-228	176	9	price	price	NOUN
emaj-228	176	10	.	.	PUNCT
emaj-228	176	11	'	'	PUNCT
emaj-228	177	1	this	this	DET
emaj-228	177	2	result	result	NOUN
emaj-228	177	3	is	be	AUX
emaj-228	177	4	consistent	consistent	ADJ
emaj-228	177	5	with	with	ADP
emaj-228	177	6	the	the	DET
emaj-228	177	7	study	study	NOUN
emaj-228	177	8	conducted	conduct	VERB
emaj-228	177	9	by	by	ADP
emaj-228	177	10	amron	amron	PROPN
emaj-228	177	11	(	(	PUNCT
emaj-228	177	12	2018	2018	NUM
emaj-228	177	13	)	)	PUNCT
emaj-228	177	14	using	use	VERB
emaj-228	177	15	the	the	DET
emaj-228	177	16	survey	survey	NOUN
emaj-228	177	17	method	method	NOUN
emaj-228	177	18	for	for	ADP
emaj-228	177	19	iphone	iphone	NOUN
emaj-228	177	20	.	.	PUNCT
emaj-228	178	1	in	in	ADP
emaj-228	178	2	that	that	DET
emaj-228	178	3	study	study	NOUN
emaj-228	178	4	(	(	PUNCT
emaj-228	178	5	amron	amron	PROPN
emaj-228	178	6	,	,	PUNCT
emaj-228	178	7	2018	2018	NUM
emaj-228	178	8	)	)	PUNCT
emaj-228	178	9	,	,	PUNCT
emaj-228	178	10	it	it	PRON
emaj-228	178	11	is	be	AUX
emaj-228	178	12	stated	state	VERB
emaj-228	178	13	that	that	SCONJ
emaj-228	178	14	the	the	DET
emaj-228	178	15	price	price	NOUN
emaj-228	178	16	is	be	AUX
emaj-228	178	17	the	the	DET
emaj-228	178	18	most	most	ADV
emaj-228	178	19	critical	critical	ADJ
emaj-228	178	20	feature	feature	NOUN
emaj-228	178	21	.	.	PUNCT
emaj-228	179	1	figure	figure	NOUN
emaj-228	179	2	3	3	NUM
emaj-228	179	3	.	.	NOUN
emaj-228	179	4	sum	sum	NOUN
emaj-228	179	5	of	of	ADP
emaj-228	179	6	tweets	tweet	NOUN
emaj-228	179	7	source	source	NOUN
emaj-228	179	8	:	:	PUNCT
emaj-228	179	9	authors	author	NOUN
emaj-228	179	10	’	'	PUNCT
emaj-228	179	11	own	own	ADJ
emaj-228	179	12	compilation	compilation	NOUN
emaj-228	179	13	figure	figure	NOUN
emaj-228	179	14	4	4	NUM
emaj-228	179	15	.	.	PUNCT
emaj-228	179	16	social	social	ADJ
emaj-228	179	17	media	medium	NOUN
emaj-228	179	18	analysis	analysis	NOUN
emaj-228	179	19	nbr	nbr	PROPN
emaj-228	179	20	scores	score	NOUN
emaj-228	179	21	radar	radar	NOUN
emaj-228	179	22	chart	chart	PROPN
emaj-228	179	23	source	source	NOUN
emaj-228	179	24	:	:	PUNCT
emaj-228	179	25	authors	author	NOUN
emaj-228	179	26	’	'	PUNCT
emaj-228	179	27	own	own	ADJ
emaj-228	179	28	compilation	compilation	NOUN
emaj-228	179	29	the	the	DET
emaj-228	179	30	results	result	NOUN
emaj-228	179	31	of	of	ADP
emaj-228	179	32	the	the	DET
emaj-228	179	33	two	two	NUM
emaj-228	179	34	methods	method	NOUN
emaj-228	179	35	were	be	AUX
emaj-228	179	36	compared	compare	VERB
emaj-228	179	37	.	.	PUNCT
emaj-228	180	1	according	accord	VERB
emaj-228	180	2	to	to	ADP
emaj-228	180	3	social	social	ADJ
emaj-228	180	4	media	medium	NOUN
emaj-228	180	5	analysis	analysis	NOUN
emaj-228	180	6	,	,	PUNCT
emaj-228	180	7	the	the	DET
emaj-228	180	8	highest	high	ADJ
emaj-228	180	9	score	score	NOUN
emaj-228	180	10	attributes	attribute	NOUN
emaj-228	180	11	are	be	AUX
emaj-228	180	12	"	"	PUNCT
emaj-228	180	13	design	design	NOUN
emaj-228	180	14	,	,	PUNCT
emaj-228	180	15	speed	speed	NOUN
emaj-228	180	16	and	and	CCONJ
emaj-228	180	17	memory	memory	NOUN
emaj-228	180	18	"	"	PUNCT
emaj-228	180	19	,	,	PUNCT
emaj-228	180	20	while	while	SCONJ
emaj-228	180	21	the	the	DET
emaj-228	180	22	lowest	low	ADJ
emaj-228	180	23	score	score	NOUN
emaj-228	180	24	attributes	attribute	NOUN
emaj-228	180	25	are	be	AUX
emaj-228	180	26	"	"	PUNCT
emaj-228	180	27	security	security	NOUN
emaj-228	180	28	"	"	PUNCT
emaj-228	180	29	.	.	PUNCT
emaj-228	181	1	in	in	ADP
emaj-228	181	2	general	general	ADJ
emaj-228	181	3	,	,	PUNCT
emaj-228	181	4	the	the	DET
emaj-228	181	5	most	most	ADV
emaj-228	181	6	mentioned	mention	VERB
emaj-228	181	7	attribute	attribute	NOUN
emaj-228	181	8	is	be	AUX
emaj-228	181	9	"	"	PUNCT
emaj-228	181	10	price	price	NOUN
emaj-228	181	11	"	"	PUNCT
emaj-228	181	12	.	.	PUNCT
emaj-228	182	1	according	accord	VERB
emaj-228	182	2	to	to	ADP
emaj-228	182	3	the	the	DET
emaj-228	182	4	survey	survey	NOUN
emaj-228	182	5	method	method	NOUN
emaj-228	182	6	,	,	PUNCT
emaj-228	182	7	the	the	DET
emaj-228	182	8	highest	highest	ADV
emaj-228	182	9	-	-	PUNCT
emaj-228	182	10	scoring	scoring	NOUN
emaj-228	182	11	attribute	attribute	NOUN
emaj-228	182	12	was	be	AUX
emaj-228	182	13	determined	determine	VERB
emaj-228	182	14	as	as	ADP
emaj-228	182	15	"	"	PUNCT
emaj-228	182	16	camera	camera	NOUN
emaj-228	182	17	"	"	PUNCT
emaj-228	182	18	,	,	PUNCT
emaj-228	182	19	"	"	PUNCT
emaj-228	182	20	design	design	NOUN
emaj-228	182	21	"	"	PUNCT
emaj-228	182	22	and	and	CCONJ
emaj-228	182	23	"	"	PUNCT
emaj-228	182	24	security	security	NOUN
emaj-228	182	25	"	"	PUNCT
emaj-228	182	26	,	,	PUNCT
emaj-228	182	27	while	while	SCONJ
emaj-228	182	28	the	the	DET
emaj-228	182	29	lowestscoring	lowestscoring	NOUN
emaj-228	182	30	attribute	attribute	NOUN
emaj-228	182	31	was	be	AUX
emaj-228	182	32	"	"	PUNCT
emaj-228	182	33	price	price	NOUN
emaj-228	182	34	"	"	PUNCT
emaj-228	182	35	.	.	PUNCT
emaj-228	183	1	table	table	NOUN
emaj-228	183	2	4	4	NUM
emaj-228	183	3	:	:	PUNCT
emaj-228	183	4	results	result	NOUN
emaj-228	183	5	of	of	ADP
emaj-228	183	6	creating	create	VERB
emaj-228	183	7	a	a	DET
emaj-228	183	8	brand	brand	NOUN
emaj-228	183	9	image	image	NOUN
emaj-228	183	10	profile	profile	NOUN
emaj-228	183	11	with	with	ADP
emaj-228	183	12	social	social	ADJ
emaj-228	183	13	media	medium	NOUN
emaj-228	183	14	analysis	analysis	NOUN
emaj-228	183	15	and	and	CCONJ
emaj-228	183	16	survey	survey	NOUN
emaj-228	183	17	method	method	NOUN
emaj-228	183	18	for	for	ADP
emaj-228	183	19	iphone	iphone	NOUN
emaj-228	183	20	social	social	ADJ
emaj-228	183	21	media	medium	NOUN
emaj-228	183	22	analysis	analysis	NOUN
emaj-228	183	23	nbr	nbr	ADJ
emaj-228	183	24	survey	survey	NOUN
emaj-228	183	25	method	method	NOUN
emaj-228	183	26	nbr	nbr	ADJ
emaj-228	183	27	camera	camera	NOUN
emaj-228	183	28	3,63	3,63	PROPN
emaj-228	183	29	4,24	4,24	PROPN
emaj-228	183	30	price	price	NOUN
emaj-228	183	31	3,63	3,63	NOUN
emaj-228	183	32	2,39	2,39	NOUN
emaj-228	183	33	memory	memory	NOUN
emaj-228	183	34	3,68	3,68	NUM
emaj-228	183	35	3,36	3,36	NUM
emaj-228	183	36	speed	speed	NOUN
emaj-228	183	37	3,71	3,71	NUM
emaj-228	183	38	4,03	4,03	NUM
emaj-228	183	39	design	design	NOUN
emaj-228	183	40	3,97	3,97	NUM
emaj-228	183	41	4,12	4,12	ADJ
emaj-228	183	42	security	security	NOUN
emaj-228	183	43	3,07	3,07	NUM
emaj-228	183	44	4,12	4,12	NUM
emaj-228	183	45	avg	avg	NOUN
emaj-228	183	46	.	.	PUNCT
emaj-228	184	1	3,61	3,61	PROPN
emaj-228	185	1	3,71	3,71	NUM
emaj-228	185	2	source	source	NOUN
emaj-228	185	3	:	:	PUNCT
emaj-228	185	4	authors	author	NOUN
emaj-228	185	5	’	'	PUNCT
emaj-228	185	6	own	own	ADJ
emaj-228	185	7	compilation	compilation	NOUN
emaj-228	185	8	https://tr.surveymonkey.com/	https://tr.surveymonkey.com/	PROPN
emaj-228	185	9	volume	volume	NOUN
emaj-228	185	10	11	11	NUM
emaj-228	185	11	no	no	DET
emaj-228	185	12	2	2	NUM
emaj-228	185	13	(	(	PUNCT
emaj-228	185	14	2021	2021	NUM
emaj-228	185	15	)	)	PUNCT
emaj-228	185	16	|	|	ADV
emaj-228	185	17	issn	issn	VERB
emaj-228	185	18	2158	2158	NUM
emaj-228	185	19	-	-	SYM
emaj-228	185	20	8708	8708	NUM
emaj-228	185	21	(	(	PUNCT
emaj-228	185	22	online	online	NOUN
emaj-228	185	23	)	)	PUNCT
emaj-228	185	24	|	|	ADV
emaj-228	185	25	doi	doi	X
emaj-228	185	26	10.5195	10.5195	NUM
emaj-228	185	27	/	/	SYM
emaj-228	185	28	emaj.2021.228	emaj.2021.228	PROPN
emaj-228	185	29	|	|	ADV
emaj-228	185	30	http://emaj.pitt.edu	http://emaj.pitt.edu	AUX
emaj-228	185	31	creating	create	VERB
emaj-228	185	32	brand	brand	NOUN
emaj-228	185	33	image	image	NOUN
emaj-228	185	34	profile	profile	NOUN
emaj-228	185	35	by	by	ADP
emaj-228	185	36	social	social	ADJ
emaj-228	185	37	media	medium	NOUN
emaj-228	185	38	analysis	analysis	NOUN
emaj-228	185	39	page	page	NOUN
emaj-228	185	40	|22|	|22|	ADJ
emaj-228	185	41	emerging	emerge	VERB
emaj-228	185	42	markets	market	NOUN
emaj-228	185	43	journal	journal	VERB
emaj-228	185	44	the	the	DET
emaj-228	185	45	attributes	attribute	NOUN
emaj-228	185	46	are	be	AUX
emaj-228	185	47	demonstrated	demonstrate	VERB
emaj-228	185	48	more	more	ADV
emaj-228	185	49	visually	visually	ADV
emaj-228	185	50	with	with	ADP
emaj-228	185	51	the	the	DET
emaj-228	185	52	survey	survey	NOUN
emaj-228	185	53	method	method	NOUN
emaj-228	185	54	nbr	nbr	ADJ
emaj-228	185	55	scores	score	NOUN
emaj-228	185	56	radar	radar	NOUN
emaj-228	185	57	chart	chart	NOUN
emaj-228	185	58	in	in	ADP
emaj-228	185	59	figure	figure	NOUN
emaj-228	185	60	5	5	NUM
emaj-228	185	61	.	.	PUNCT
emaj-228	185	62	figure	figure	NOUN
emaj-228	185	63	5	5	NUM
emaj-228	185	64	.	.	PUNCT
emaj-228	185	65	survey	survey	NOUN
emaj-228	185	66	method	method	NOUN
emaj-228	185	67	nbr	nbr	ADJ
emaj-228	185	68	scores	score	NOUN
emaj-228	185	69	radar	radar	NOUN
emaj-228	185	70	chart	chart	PROPN
emaj-228	185	71	source	source	NOUN
emaj-228	185	72	:	:	PUNCT
emaj-228	185	73	authors	author	NOUN
emaj-228	185	74	’	'	PUNCT
emaj-228	185	75	own	own	ADJ
emaj-228	185	76	compilation	compilation	NOUN
emaj-228	185	77	the	the	DET
emaj-228	185	78	data	datum	NOUN
emaj-228	185	79	obtained	obtain	VERB
emaj-228	185	80	throughout	throughout	ADP
emaj-228	185	81	the	the	DET
emaj-228	185	82	study	study	NOUN
emaj-228	185	83	created	create	VERB
emaj-228	185	84	an	an	DET
emaj-228	185	85	nbr	nbr	ADJ
emaj-228	185	86	score	score	NOUN
emaj-228	185	87	of	of	ADP
emaj-228	185	88	6	6	NUM
emaj-228	185	89	qualities	quality	NOUN
emaj-228	185	90	in	in	ADP
emaj-228	185	91	two	two	NUM
emaj-228	185	92	different	different	ADJ
emaj-228	185	93	categories	category	NOUN
emaj-228	185	94	.	.	PUNCT
emaj-228	186	1	these	these	DET
emaj-228	186	2	scores	score	NOUN
emaj-228	186	3	had	have	AUX
emaj-228	186	4	been	be	AUX
emaj-228	186	5	evaluated	evaluate	VERB
emaj-228	186	6	as	as	ADP
emaj-228	186	7	separated	separate	VERB
emaj-228	186	8	observations	observation	NOUN
emaj-228	186	9	and	and	CCONJ
emaj-228	186	10	compared	compare	VERB
emaj-228	186	11	with	with	ADP
emaj-228	186	12	the	the	DET
emaj-228	186	13	independent	independent	ADJ
emaj-228	186	14	t	t	NOUN
emaj-228	186	15	-	-	PUNCT
emaj-228	186	16	test	test	NOUN
emaj-228	186	17	.	.	PUNCT
emaj-228	187	1	according	accord	VERB
emaj-228	187	2	to	to	ADP
emaj-228	187	3	the	the	DET
emaj-228	187	4	t	t	NOUN
emaj-228	187	5	-	-	PUNCT
emaj-228	187	6	test	test	NOUN
emaj-228	187	7	result	result	NOUN
emaj-228	187	8	,	,	PUNCT
emaj-228	187	9	the	the	DET
emaj-228	187	10	p	p	NOUN
emaj-228	187	11	-	-	PUNCT
emaj-228	187	12	value	value	NOUN
emaj-228	187	13	was	be	AUX
emaj-228	187	14	determined	determine	VERB
emaj-228	187	15	as	as	ADP
emaj-228	187	16	0,777	0,777	NUM
emaj-228	187	17	and	and	CCONJ
emaj-228	187	18	this	this	DET
emaj-228	187	19	result	result	NOUN
emaj-228	187	20	proves	prove	VERB
emaj-228	187	21	that	that	SCONJ
emaj-228	187	22	there	there	PRON
emaj-228	187	23	is	be	VERB
emaj-228	187	24	no	no	DET
emaj-228	187	25	statistical	statistical	ADJ
emaj-228	187	26	difference	difference	NOUN
emaj-228	187	27	between	between	ADP
emaj-228	187	28	both	both	DET
emaj-228	187	29	studies	study	NOUN
emaj-228	187	30	.	.	PUNCT
emaj-228	188	1	to	to	PART
emaj-228	188	2	measure	measure	VERB
emaj-228	188	3	whether	whether	SCONJ
emaj-228	188	4	there	there	PRON
emaj-228	188	5	is	be	VERB
emaj-228	188	6	a	a	DET
emaj-228	188	7	statistical	statistical	ADJ
emaj-228	188	8	difference	difference	NOUN
emaj-228	188	9	between	between	ADP
emaj-228	188	10	the	the	DET
emaj-228	188	11	6	6	NUM
emaj-228	188	12	nbr	nbr	ADJ
emaj-228	188	13	scores	score	NOUN
emaj-228	188	14	obtained	obtain	VERB
emaj-228	188	15	from	from	ADP
emaj-228	188	16	the	the	DET
emaj-228	188	17	two	two	NUM
emaj-228	188	18	evaluation	evaluation	NOUN
emaj-228	188	19	results	result	NOUN
emaj-228	188	20	,	,	PUNCT
emaj-228	188	21	the	the	DET
emaj-228	188	22	independent	independent	ADJ
emaj-228	188	23	samples	sample	NOUN
emaj-228	188	24	t	t	NOUN
emaj-228	188	25	-	-	PUNCT
emaj-228	188	26	test	test	NOUN
emaj-228	188	27	had	have	AUX
emaj-228	188	28	been	be	AUX
emaj-228	188	29	carried	carry	VERB
emaj-228	188	30	out	out	ADP
emaj-228	188	31	with	with	ADP
emaj-228	188	32	the	the	DET
emaj-228	188	33	"	"	PUNCT
emaj-228	188	34	jamovi	jamovi	NOUN
emaj-228	188	35	"	"	PUNCT
emaj-228	188	36	tool	tool	NOUN
emaj-228	188	37	at	at	ADP
emaj-228	188	38	0,05	0,05	NOUN
emaj-228	188	39	significance	significance	NOUN
emaj-228	188	40	level	level	NOUN
emaj-228	188	41	.	.	PUNCT
emaj-228	189	1	table	table	NOUN
emaj-228	189	2	5	5	NUM
emaj-228	189	3	:	:	PUNCT
emaj-228	189	4	comparison	comparison	NOUN
emaj-228	189	5	of	of	ADP
emaj-228	189	6	social	social	ADJ
emaj-228	189	7	media	medium	NOUN
emaj-228	189	8	analysis	analysis	NOUN
emaj-228	189	9	and	and	CCONJ
emaj-228	189	10	survey	survey	NOUN
emaj-228	189	11	method	method	NOUN
emaj-228	189	12	results	result	NOUN
emaj-228	189	13	n	n	X
emaj-228	189	14	n+	n+	ADP
emaj-228	189	15	neu	neu	PROPN
emaj-228	189	16	p	p	PROPN
emaj-228	189	17	p+	p+	PROPN
emaj-228	189	18	sum	sum	NOUN
emaj-228	189	19	survey	survey	NOUN
emaj-228	189	20	method	method	VERB
emaj-228	189	21	nbr	nbr	ADJ
emaj-228	189	22	social	social	ADJ
emaj-228	189	23	media	medium	NOUN
emaj-228	189	24	nbr	nbr	NOUN
emaj-228	189	25	error	error	NOUN
emaj-228	189	26	rate	rate	NOUN
emaj-228	189	27	result	result	NOUN
emaj-228	189	28	of	of	ADP
emaj-228	189	29	t	t	NOUN
emaj-228	189	30	-	-	PUNCT
emaj-228	189	31	test	test	NOUN
emaj-228	189	32	c	c	NOUN
emaj-228	189	33	a	a	DET
emaj-228	189	34	m	m	NOUN
emaj-228	190	1	e	e	NOUN
emaj-228	190	2	r	r	NOUN
emaj-228	190	3	a	a	DET
emaj-228	190	4	7	7	NUM
emaj-228	190	5	17	17	NUM
emaj-228	190	6	38	38	NUM
emaj-228	190	7	92	92	NUM
emaj-228	190	8	183	183	NUM
emaj-228	190	9	337	337	NUM
emaj-228	190	10	4,24	4,24	NUM
emaj-228	190	11	3,63	3,63	NUM
emaj-228	191	1	%	%	NOUN
emaj-228	191	2	16,80	16,80	NUM
emaj-228	191	3	<	<	X
emaj-228	191	4	0,001	0,001	NUM
emaj-228	191	5	p	p	NOUN
emaj-228	191	6	r	r	NOUN
emaj-228	191	7	ic	ic	PROPN
emaj-228	191	8	e	e	PROPN
emaj-228	191	9	70	70	NUM
emaj-228	191	10	130	130	NUM
emaj-228	191	11	62	62	NUM
emaj-228	191	12	31	31	NUM
emaj-228	191	13	46	46	NUM
emaj-228	191	14	339	339	NUM
emaj-228	191	15	2,39	2,39	NUM
emaj-228	191	16	3,63	3,63	NUM
emaj-228	192	1	%	%	NOUN
emaj-228	193	1	34,15	34,15	NUM
emaj-228	193	2	<	<	X
emaj-228	193	3	0,001	0,001	NUM
emaj-228	193	4	m	m	NOUN
emaj-228	193	5	e	e	NOUN
emaj-228	193	6	m	m	NOUN
emaj-228	193	7	o	o	NOUN
emaj-228	193	8	r	r	NOUN
emaj-228	193	9	y	y	NOUN
emaj-228	193	10	42	42	NUM
emaj-228	193	11	60	60	NUM
emaj-228	193	12	60	60	NUM
emaj-228	193	13	73	73	NUM
emaj-228	193	14	106	106	NUM
emaj-228	193	15	341	341	NUM
emaj-228	193	16	3,36	3,36	NUM
emaj-228	193	17	3,68	3,68	NUM
emaj-228	193	18	%	%	NOUN
emaj-228	193	19	8,69	8,69	NUM
emaj-228	193	20	<	<	X
emaj-228	193	21	0,001	0,001	NUM
emaj-228	193	22	s	s	PART
emaj-228	193	23	p	p	X
emaj-228	193	24	e	e	X
emaj-228	193	25	e	e	PROPN
emaj-228	193	26	d	d	X
emaj-228	193	27	18	18	NUM
emaj-228	193	28	17	17	NUM
emaj-228	193	29	63	63	NUM
emaj-228	193	30	83	83	NUM
emaj-228	193	31	160	160	NUM
emaj-228	193	32	341	341	NUM
emaj-228	193	33	4,03	4,03	NUM
emaj-228	194	1	3,71	3,71	NUM
emaj-228	194	2	%	%	NOUN
emaj-228	194	3	8,62	8,62	NUM
emaj-228	194	4	<	<	X
emaj-228	194	5	0,001	0,001	NUM
emaj-228	194	6	d	d	NOUN
emaj-228	194	7	e	e	NOUN
emaj-228	194	8	s	s	VERB
emaj-228	194	9	ig	ig	PROPN
emaj-228	194	10	n	n	PROPN
emaj-228	194	11	13	13	NUM
emaj-228	194	12	19	19	NUM
emaj-228	194	13	46	46	NUM
emaj-228	194	14	93	93	NUM
emaj-228	194	15	171	171	NUM
emaj-228	194	16	342	342	NUM
emaj-228	194	17	4,12	4,12	NUM
emaj-228	194	18	3,97	3,97	NUM
emaj-228	194	19	%	%	NOUN
emaj-228	194	20	3,77	3,77	NUM
emaj-228	194	21	<	<	X
emaj-228	194	22	0,001	0,001	NUM
emaj-228	194	23	s	s	PART
emaj-228	194	24	e	e	NOUN
emaj-228	194	25	c	c	NOUN
emaj-228	194	26	u	u	NOUN
emaj-228	195	1	r	r	VERB
emaj-228	195	2	it	it	PRON
emaj-228	195	3	y	y	NOUN
emaj-228	195	4	16	16	NUM
emaj-228	195	5	29	29	NUM
emaj-228	195	6	37	37	NUM
emaj-228	195	7	62	62	NUM
emaj-228	195	8	196	196	NUM
emaj-228	195	9	340	340	NUM
emaj-228	195	10	4,12	4,12	NUM
emaj-228	196	1	3,07	3,07	NUM
emaj-228	196	2	%	%	INTJ
emaj-228	196	3	34,20	34,20	PRON
emaj-228	196	4	<	<	X
emaj-228	196	5	0,001	0,001	NUM
emaj-228	196	6	s	s	PART
emaj-228	196	7	u	u	NOUN
emaj-228	196	8	m	m	PROPN
emaj-228	196	9	166	166	NUM
emaj-228	196	10	272	272	NUM
emaj-228	196	11	306	306	NUM
emaj-228	196	12	434	434	NUM
emaj-228	196	13	862	862	NUM
emaj-228	196	14	2.040	2.040	NUM
emaj-228	196	15	source	source	NOUN
emaj-228	196	16	:	:	PUNCT
emaj-228	196	17	authors	author	NOUN
emaj-228	196	18	’	'	PUNCT
emaj-228	196	19	own	own	ADJ
emaj-228	196	20	compilation	compilation	NOUN
emaj-228	196	21	the	the	DET
emaj-228	196	22	collected	collected	ADJ
emaj-228	196	23	tweets	tweet	NOUN
emaj-228	196	24	and	and	CCONJ
emaj-228	196	25	responses	response	NOUN
emaj-228	196	26	to	to	ADP
emaj-228	196	27	the	the	DET
emaj-228	196	28	questionnaires	questionnaire	NOUN
emaj-228	196	29	had	have	AUX
emaj-228	196	30	been	be	AUX
emaj-228	196	31	classified	classify	VERB
emaj-228	196	32	between	between	ADP
emaj-228	196	33	1	1	NUM
emaj-228	196	34	and	and	CCONJ
emaj-228	196	35	5	5	NUM
emaj-228	196	36	,	,	PUNCT
emaj-228	196	37	and	and	CCONJ
emaj-228	196	38	each	each	PRON
emaj-228	196	39	was	be	AUX
emaj-228	196	40	accepted	accept	VERB
emaj-228	196	41	as	as	ADP
emaj-228	196	42	individual	individual	ADJ
emaj-228	196	43	observation	observation	NOUN
emaj-228	196	44	values	value	NOUN
emaj-228	196	45	.	.	PUNCT
emaj-228	197	1	the	the	DET
emaj-228	197	2	p	p	NOUN
emaj-228	197	3	-	-	PUNCT
emaj-228	197	4	value	value	NOUN
emaj-228	197	5	obtained	obtain	VERB
emaj-228	197	6	from	from	ADP
emaj-228	197	7	independent	independent	ADJ
emaj-228	197	8	observation	observation	NOUN
emaj-228	197	9	of	of	ADP
emaj-228	197	10	the	the	DET
emaj-228	197	11	ttest	ttest	NOUN
emaj-228	197	12	based	base	VERB
emaj-228	197	13	on	on	ADP
emaj-228	197	14	qualifications	qualification	NOUN
emaj-228	197	15	was	be	AUX
emaj-228	197	16	accepted	accept	VERB
emaj-228	197	17	as	as	ADP
emaj-228	197	18	less	less	ADJ
emaj-228	197	19	than	than	ADP
emaj-228	197	20	0,01	0,01	NUM
emaj-228	197	21	.	.	PUNCT
emaj-228	198	1	this	this	PRON
emaj-228	198	2	means	mean	VERB
emaj-228	198	3	that	that	SCONJ
emaj-228	198	4	,	,	PUNCT
emaj-228	198	5	the	the	DET
emaj-228	198	6	results	result	NOUN
emaj-228	198	7	obtained	obtain	VERB
emaj-228	198	8	by	by	ADP
emaj-228	198	9	both	both	DET
emaj-228	198	10	methods	method	NOUN
emaj-228	198	11	were	be	AUX
emaj-228	198	12	different	different	ADJ
emaj-228	198	13	from	from	ADP
emaj-228	198	14	each	each	DET
emaj-228	198	15	other	other	ADJ
emaj-228	198	16	.	.	PUNCT
emaj-228	199	1	however	however	ADV
emaj-228	199	2	,	,	PUNCT
emaj-228	199	3	when	when	SCONJ
emaj-228	199	4	all	all	DET
emaj-228	199	5	the	the	DET
emaj-228	199	6	answers	answer	NOUN
emaj-228	199	7	were	be	AUX
emaj-228	199	8	accepted	accept	VERB
emaj-228	199	9	under	under	ADP
emaj-228	199	10	a	a	DET
emaj-228	199	11	single	single	ADJ
emaj-228	199	12	title	title	NOUN
emaj-228	199	13	and	and	CCONJ
emaj-228	199	14	considered	consider	VERB
emaj-228	199	15	as	as	ADP
emaj-228	199	16	evaluations	evaluation	NOUN
emaj-228	199	17	of	of	ADP
emaj-228	199	18	the	the	DET
emaj-228	199	19	iphone	iphone	NOUN
emaj-228	199	20	product	product	NOUN
emaj-228	199	21	,	,	PUNCT
emaj-228	199	22	the	the	DET
emaj-228	199	23	ttest	tt	ADJ
emaj-228	199	24	result	result	NOUN
emaj-228	199	25	is	be	AUX
emaj-228	199	26	0,096	0,096	NUM
emaj-228	199	27	.	.	PUNCT
emaj-228	200	1	this	this	DET
emaj-228	200	2	value	value	NOUN
emaj-228	200	3	shows	show	VERB
emaj-228	200	4	that	that	SCONJ
emaj-228	200	5	,	,	PUNCT
emaj-228	200	6	two	two	NUM
emaj-228	200	7	different	different	ADJ
emaj-228	200	8	methods	method	NOUN
emaj-228	200	9	do	do	AUX
emaj-228	200	10	not	not	PART
emaj-228	200	11	differ	differ	VERB
emaj-228	200	12	from	from	ADP
emaj-228	200	13	each	each	DET
emaj-228	200	14	other	other	ADJ
emaj-228	200	15	at	at	ADP
emaj-228	200	16	95	95	NUM
emaj-228	200	17	%	%	NOUN
emaj-228	200	18	confidence	confidence	NOUN
emaj-228	200	19	level	level	NOUN
emaj-228	200	20	.	.	PUNCT
emaj-228	201	1	the	the	DET
emaj-228	201	2	average	average	NOUN
emaj-228	201	3	of	of	ADP
emaj-228	201	4	scores	score	NOUN
emaj-228	201	5	assigned	assign	VERB
emaj-228	201	6	to	to	ADP
emaj-228	201	7	the	the	DET
emaj-228	201	8	attributes	attribute	NOUN
emaj-228	201	9	had	have	AUX
emaj-228	201	10	been	be	AUX
emaj-228	201	11	calculated	calculate	VERB
emaj-228	201	12	to	to	PART
emaj-228	201	13	generate	generate	VERB
emaj-228	201	14	the	the	DET
emaj-228	201	15	brand	brand	NOUN
emaj-228	201	16	image	image	NOUN
emaj-228	201	17	profile	profile	NOUN
emaj-228	201	18	.	.	PUNCT
emaj-228	202	1	each	each	DET
emaj-228	202	2	attribute	attribute	NOUN
emaj-228	202	3	score	score	NOUN
emaj-228	202	4	was	be	AUX
emaj-228	202	5	subtracted	subtract	VERB
emaj-228	202	6	from	from	ADP
emaj-228	202	7	this	this	DET
emaj-228	202	8	average	average	ADJ
emaj-228	202	9	value	value	NOUN
emaj-228	202	10	to	to	PART
emaj-228	202	11	generate	generate	VERB
emaj-228	202	12	an	an	DET
emaj-228	202	13	image	image	NOUN
emaj-228	202	14	profile	profile	NOUN
emaj-228	202	15	of	of	ADP
emaj-228	202	16	the	the	DET
emaj-228	202	17	brand	brand	NOUN
emaj-228	202	18	and	and	CCONJ
emaj-228	202	19	make	make	VERB
emaj-228	202	20	the	the	DET
emaj-228	202	21	data	datum	NOUN
emaj-228	202	22	visualizable	visualizable	ADJ
emaj-228	202	23	.	.	PUNCT
emaj-228	203	1	making	make	VERB
emaj-228	203	2	data	datum	NOUN
emaj-228	203	3	visualizable	visualizable	ADJ
emaj-228	203	4	allows	allow	VERB
emaj-228	203	5	seeing	see	VERB
emaj-228	203	6	clearly	clearly	ADV
emaj-228	203	7	which	which	DET
emaj-228	203	8	qualities	quality	NOUN
emaj-228	203	9	are	be	AUX
emaj-228	203	10	below	below	ADP
emaj-228	203	11	the	the	DET
emaj-228	203	12	average	average	ADJ
emaj-228	203	13	value	value	NOUN
emaj-228	203	14	and	and	CCONJ
emaj-228	203	15	which	which	PRON
emaj-228	203	16	are	be	AUX
emaj-228	203	17	above	above	ADV
emaj-228	203	18	(	(	PUNCT
emaj-228	203	19	charan	charan	NOUN
emaj-228	203	20	,	,	PUNCT
emaj-228	203	21	2015b	2015b	NUM
emaj-228	203	22	)	)	PUNCT
emaj-228	203	23	.	.	PUNCT
emaj-228	204	1	the	the	DET
emaj-228	204	2	results	result	NOUN
emaj-228	204	3	of	of	ADP
emaj-228	204	4	social	social	ADJ
emaj-228	204	5	media	medium	NOUN
emaj-228	204	6	analysis	analysis	NOUN
emaj-228	204	7	and	and	CCONJ
emaj-228	204	8	survey	survey	NOUN
emaj-228	204	9	application	application	NOUN
emaj-228	204	10	for	for	ADP
emaj-228	204	11	the	the	DET
emaj-228	204	12	research	research	NOUN
emaj-228	204	13	are	be	AUX
emaj-228	204	14	shown	show	VERB
emaj-228	204	15	below	below	ADV
emaj-228	204	16	.	.	PUNCT
emaj-228	205	1	figure	figure	VERB
emaj-228	205	2	6	6	NUM
emaj-228	205	3	.	.	PUNCT
emaj-228	206	1	skew	skew	VERB
emaj-228	206	2	analysis	analysis	NOUN
emaj-228	206	3	for	for	ADP
emaj-228	206	4	social	social	ADJ
emaj-228	206	5	media	medium	NOUN
emaj-228	206	6	source	source	NOUN
emaj-228	206	7	:	:	PUNCT
emaj-228	206	8	authors	author	NOUN
emaj-228	206	9	’	’	PART
emaj-228	206	10	own	own	ADJ
emaj-228	206	11	compilation	compilation	NOUN
emaj-228	206	12	according	accord	VERB
emaj-228	206	13	to	to	ADP
emaj-228	206	14	twitter	twitter	NOUN
emaj-228	206	15	users	user	NOUN
emaj-228	206	16	(	(	PUNCT
emaj-228	206	17	87.227	87.227	NUM
emaj-228	206	18	individuals	individual	NOUN
emaj-228	206	19	)	)	PUNCT
emaj-228	206	20	,	,	PUNCT
emaj-228	206	21	the	the	DET
emaj-228	206	22	design	design	NOUN
emaj-228	206	23	can	can	AUX
emaj-228	206	24	be	be	AUX
emaj-228	206	25	said	say	VERB
emaj-228	206	26	to	to	PART
emaj-228	206	27	be	be	AUX
emaj-228	206	28	the	the	DET
emaj-228	206	29	most	most	ADV
emaj-228	206	30	successful	successful	ADJ
emaj-228	206	31	one	one	NOUN
emaj-228	206	32	among	among	ADP
emaj-228	206	33	iphone	iphone	NOUN
emaj-228	206	34	attributes	attribute	NOUN
emaj-228	206	35	,	,	PUNCT
emaj-228	206	36	especially	especially	ADV
emaj-228	206	37	in	in	ADP
emaj-228	206	38	terms	term	NOUN
emaj-228	206	39	of	of	ADP
emaj-228	206	40	speed	speed	NOUN
emaj-228	206	41	and	and	CCONJ
emaj-228	206	42	memory	memory	NOUN
emaj-228	206	43	.	.	PUNCT
emaj-228	207	1	the	the	DET
emaj-228	207	2	word	word	NOUN
emaj-228	207	3	"	"	PUNCT
emaj-228	207	4	security	security	NOUN
emaj-228	207	5	"	"	PUNCT
emaj-228	207	6	is	be	AUX
emaj-228	207	7	the	the	DET
emaj-228	207	8	quality	quality	NOUN
emaj-228	207	9	with	with	ADP
emaj-228	207	10	the	the	DET
emaj-228	207	11	lowest	low	ADJ
emaj-228	207	12	score	score	NOUN
emaj-228	207	13	in	in	ADP
emaj-228	207	14	the	the	DET
emaj-228	207	15	research	research	NOUN
emaj-228	207	16	.	.	PUNCT
emaj-228	208	1	this	this	PRON
emaj-228	208	2	is	be	AUX
emaj-228	208	3	possible	possible	ADJ
emaj-228	208	4	to	to	PART
emaj-228	208	5	use	use	VERB
emaj-228	208	6	the	the	DET
emaj-228	208	7	word	word	NOUN
emaj-228	208	8	"	"	PUNCT
emaj-228	208	9	security	security	NOUN
emaj-228	208	10	"	"	PUNCT
emaj-228	208	11	instead	instead	ADV
emaj-228	208	12	of	of	ADP
emaj-228	208	13	the	the	DET
emaj-228	208	14	word	word	NOUN
emaj-228	208	15	"	"	PUNCT
emaj-228	208	16	privacy	privacy	NOUN
emaj-228	208	17	"	"	PUNCT
emaj-228	208	18	in	in	ADP
emaj-228	208	19	the	the	DET
emaj-228	208	20	study	study	NOUN
emaj-228	208	21	as	as	ADP
emaj-228	208	22	in	in	ADP
emaj-228	208	23	english	english	PROPN
emaj-228	208	24	.	.	PUNCT
emaj-228	209	1	obtained	obtain	VERB
emaj-228	209	2	average	average	ADJ
emaj-228	209	3	results	result	NOUN
emaj-228	209	4	in	in	ADP
emaj-228	209	5	the	the	DET
emaj-228	209	6	words	word	NOUN
emaj-228	209	7	"	"	PUNCT
emaj-228	209	8	price	price	NOUN
emaj-228	209	9	"	"	PUNCT
emaj-228	209	10	and	and	CCONJ
emaj-228	209	11	"	"	PUNCT
emaj-228	209	12	camera	camera	NOUN
emaj-228	209	13	"	"	PUNCT
emaj-228	209	14	show	show	NOUN
emaj-228	209	15	that	that	SCONJ
emaj-228	209	16	,	,	PUNCT
emaj-228	209	17	these	these	DET
emaj-228	209	18	qualities	quality	NOUN
emaj-228	209	19	for	for	ADP
emaj-228	209	20	iphone	iphone	NOUN
emaj-228	209	21	do	do	AUX
emaj-228	209	22	not	not	PART
emaj-228	209	23	meet	meet	VERB
emaj-228	209	24	the	the	DET
emaj-228	209	25	expectation	expectation	NOUN
emaj-228	209	26	but	but	CCONJ
emaj-228	209	27	raise	raise	VERB
emaj-228	209	28	the	the	DET
emaj-228	209	29	brand	brand	NOUN
emaj-228	209	30	.	.	PUNCT
emaj-228	210	1	figure	figure	VERB
emaj-228	210	2	7	7	NUM
emaj-228	210	3	.	.	PUNCT
emaj-228	211	1	skew	skew	VERB
emaj-228	211	2	analysis	analysis	NOUN
emaj-228	211	3	for	for	ADP
emaj-228	211	4	survey	survey	NOUN
emaj-228	211	5	method	method	NOUN
emaj-228	211	6	source	source	NOUN
emaj-228	211	7	:	:	PUNCT
emaj-228	211	8	authors	author	NOUN
emaj-228	211	9	’	'	PUNCT
emaj-228	211	10	own	own	ADJ
emaj-228	211	11	compilation	compilation	NOUN
emaj-228	211	12	volume	volume	NOUN
emaj-228	211	13	11	11	NUM
emaj-228	211	14	no	no	DET
emaj-228	211	15	2	2	NUM
emaj-228	211	16	(	(	PUNCT
emaj-228	211	17	2021	2021	NUM
emaj-228	211	18	)	)	PUNCT
emaj-228	211	19	|	|	ADV
emaj-228	211	20	issn	issn	VERB
emaj-228	211	21	2158	2158	NUM
emaj-228	211	22	-	-	SYM
emaj-228	211	23	8708	8708	NUM
emaj-228	211	24	(	(	PUNCT
emaj-228	211	25	online	online	NOUN
emaj-228	211	26	)	)	PUNCT
emaj-228	211	27	|	|	ADV
emaj-228	211	28	doi	doi	X
emaj-228	211	29	10.5195	10.5195	NUM
emaj-228	211	30	/	/	SYM
emaj-228	211	31	emaj.2021.228	emaj.2021.228	PROPN
emaj-228	211	32	|	|	ADV
emaj-228	211	33	http://emaj.pitt.edu	http://emaj.pitt.edu	VERB
emaj-228	211	34	i̇brahim	i̇brahim	X
emaj-228	212	1	sabuncu	sabuncu	PROPN
emaj-228	212	2	,	,	PUNCT
emaj-228	212	3	berivan	berivan	NOUN
emaj-228	212	4	edeş	edeş	NOUN
emaj-228	212	5	,	,	PUNCT
emaj-228	212	6	doruk	doruk	PROPN
emaj-228	212	7	sıtkıbütün	sıtkıbütün	NOUN
emaj-228	212	8	,	,	PUNCT
emaj-228	212	9	i̇layda	i̇layda	ADJ
emaj-228	212	10	girgin	girgin	NOUN
emaj-228	212	11	,	,	PUNCT
emaj-228	212	12	kadir	kadir	PROPN
emaj-228	212	13	zehir	zehir	PROPN
emaj-228	212	14	emerging	emerge	VERB
emaj-228	212	15	markets	market	NOUN
emaj-228	212	16	journal	journal	NOUN
emaj-228	212	17	|	|	ADV
emaj-228	212	18	p	p	NOUN
emaj-228	212	19	a	a	DET
emaj-228	212	20	g	g	NOUN
emaj-228	212	21	e	e	X
emaj-228	212	22	|23	|23	NUM
emaj-228	212	23	based	base	VERB
emaj-228	212	24	on	on	ADP
emaj-228	212	25	the	the	DET
emaj-228	212	26	results	result	NOUN
emaj-228	212	27	of	of	ADP
emaj-228	212	28	survey	survey	NOUN
emaj-228	212	29	study	study	NOUN
emaj-228	212	30	run	run	VERB
emaj-228	212	31	on	on	ADP
emaj-228	212	32	342	342	NUM
emaj-228	212	33	individuals	individual	NOUN
emaj-228	212	34	living	live	VERB
emaj-228	212	35	in	in	ADP
emaj-228	212	36	turkey	turkey	NOUN
emaj-228	212	37	,	,	PUNCT
emaj-228	212	38	the	the	DET
emaj-228	212	39	qualities	quality	NOUN
emaj-228	212	40	that	that	PRON
emaj-228	212	41	are	be	AUX
emaj-228	212	42	most	most	ADV
emaj-228	212	43	successful	successful	ADJ
emaj-228	212	44	iphone	iphone	NOUN
emaj-228	212	45	are	be	AUX
emaj-228	212	46	observed	observe	VERB
emaj-228	212	47	as	as	ADP
emaj-228	212	48	"	"	PUNCT
emaj-228	212	49	camera	camera	NOUN
emaj-228	212	50	"	"	PUNCT
emaj-228	212	51	,	,	PUNCT
emaj-228	212	52	"	"	PUNCT
emaj-228	212	53	security	security	NOUN
emaj-228	212	54	"	"	PUNCT
emaj-228	212	55	,	,	PUNCT
emaj-228	212	56	"	"	PUNCT
emaj-228	212	57	design	design	NOUN
emaj-228	212	58	"	"	PUNCT
emaj-228	212	59	and	and	CCONJ
emaj-228	212	60	"	"	PUNCT
emaj-228	212	61	speed	speed	NOUN
emaj-228	212	62	"	"	PUNCT
emaj-228	212	63	.	.	PUNCT
emaj-228	213	1	the	the	DET
emaj-228	213	2	"	"	PUNCT
emaj-228	213	3	price	price	NOUN
emaj-228	213	4	"	"	PUNCT
emaj-228	213	5	attribute	attribute	NOUN
emaj-228	213	6	was	be	AUX
emaj-228	213	7	determined	determine	VERB
emaj-228	213	8	as	as	ADP
emaj-228	213	9	the	the	DET
emaj-228	213	10	one	one	NOUN
emaj-228	213	11	with	with	ADP
emaj-228	213	12	the	the	DET
emaj-228	213	13	worst	bad	ADJ
emaj-228	213	14	score	score	NOUN
emaj-228	213	15	in	in	ADP
emaj-228	213	16	terms	term	NOUN
emaj-228	213	17	of	of	ADP
emaj-228	213	18	the	the	DET
emaj-228	213	19	group	group	NOUN
emaj-228	213	20	.	.	PUNCT
emaj-228	214	1	unlike	unlike	ADP
emaj-228	214	2	social	social	ADJ
emaj-228	214	3	media	medium	NOUN
emaj-228	214	4	analysis	analysis	NOUN
emaj-228	214	5	,	,	PUNCT
emaj-228	214	6	the	the	DET
emaj-228	214	7	survey	survey	NOUN
emaj-228	214	8	was	be	AUX
emaj-228	214	9	conducted	conduct	VERB
emaj-228	214	10	in	in	ADP
emaj-228	214	11	turkish	turkish	ADJ
emaj-228	214	12	and	and	CCONJ
emaj-228	214	13	the	the	DET
emaj-228	214	14	targeted	target	VERB
emaj-228	214	15	demographic	demographic	ADJ
emaj-228	214	16	diversity	diversity	NOUN
emaj-228	214	17	could	could	AUX
emaj-228	214	18	not	not	PART
emaj-228	214	19	be	be	AUX
emaj-228	214	20	achieved	achieve	VERB
emaj-228	214	21	as	as	SCONJ
emaj-228	214	22	expected	expect	VERB
emaj-228	214	23	.	.	PUNCT
emaj-228	215	1	the	the	DET
emaj-228	215	2	reason	reason	NOUN
emaj-228	215	3	why	why	SCONJ
emaj-228	215	4	the	the	DET
emaj-228	215	5	results	result	NOUN
emaj-228	215	6	were	be	AUX
emaj-228	215	7	different	different	ADJ
emaj-228	215	8	from	from	ADP
emaj-228	215	9	the	the	DET
emaj-228	215	10	results	result	NOUN
emaj-228	215	11	of	of	ADP
emaj-228	215	12	the	the	DET
emaj-228	215	13	social	social	ADJ
emaj-228	215	14	media	medium	NOUN
emaj-228	215	15	analysis	analysis	NOUN
emaj-228	215	16	originates	originate	NOUN
emaj-228	215	17	from	from	ADP
emaj-228	215	18	the	the	DET
emaj-228	215	19	selected	select	VERB
emaj-228	215	20	sample	sample	NOUN
emaj-228	215	21	.	.	PUNCT
emaj-228	216	1	thanks	thank	NOUN
emaj-228	216	2	to	to	ADP
emaj-228	216	3	the	the	DET
emaj-228	216	4	social	social	ADJ
emaj-228	216	5	media	medium	NOUN
emaj-228	216	6	analysis	analysis	NOUN
emaj-228	216	7	,	,	PUNCT
emaj-228	216	8	87.227	87.227	NUM
emaj-228	216	9	people	people	NOUN
emaj-228	216	10	's	's	PART
emaj-228	216	11	personal	personal	ADJ
emaj-228	216	12	opinions	opinion	NOUN
emaj-228	216	13	had	have	AUX
emaj-228	216	14	been	be	AUX
emaj-228	216	15	reached	reach	VERB
emaj-228	216	16	,	,	PUNCT
emaj-228	216	17	while	while	SCONJ
emaj-228	216	18	in	in	ADP
emaj-228	216	19	the	the	DET
emaj-228	216	20	survey	survey	NOUN
emaj-228	216	21	method	method	NOUN
emaj-228	216	22	,	,	PUNCT
emaj-228	216	23	inconsistent	inconsistent	ADJ
emaj-228	216	24	answers	answer	NOUN
emaj-228	216	25	or	or	CCONJ
emaj-228	216	26	unanswered	unanswered	ADJ
emaj-228	216	27	ones	one	NOUN
emaj-228	216	28	were	be	AUX
emaj-228	216	29	encountered	encounter	VERB
emaj-228	216	30	.	.	PUNCT
emaj-228	217	1	the	the	DET
emaj-228	217	2	study	study	NOUN
emaj-228	217	3	samples	sample	NOUN
emaj-228	217	4	have	have	VERB
emaj-228	217	5	different	different	ADJ
emaj-228	217	6	demographic	demographic	ADJ
emaj-228	217	7	structures	structure	NOUN
emaj-228	217	8	that	that	PRON
emaj-228	217	9	are	be	AUX
emaj-228	217	10	the	the	DET
emaj-228	217	11	structures	structure	NOUN
emaj-228	217	12	of	of	ADP
emaj-228	217	13	easy	easy	ADJ
emaj-228	217	14	sampling	sampling	NOUN
emaj-228	217	15	.	.	PUNCT
emaj-228	218	1	the	the	DET
emaj-228	218	2	survey	survey	NOUN
emaj-228	218	3	was	be	AUX
emaj-228	218	4	conducted	conduct	VERB
emaj-228	218	5	different	different	ADJ
emaj-228	218	6	from	from	ADP
emaj-228	218	7	the	the	DET
emaj-228	218	8	social	social	ADJ
emaj-228	218	9	media	medium	NOUN
emaj-228	218	10	analysis	analysis	NOUN
emaj-228	218	11	.	.	PUNCT
emaj-228	219	1	as	as	ADP
emaj-228	219	2	a	a	DET
emaj-228	219	3	result	result	NOUN
emaj-228	219	4	,	,	PUNCT
emaj-228	219	5	it	it	PRON
emaj-228	219	6	has	have	AUX
emaj-228	219	7	been	be	AUX
emaj-228	219	8	revealed	reveal	VERB
emaj-228	219	9	that	that	SCONJ
emaj-228	219	10	the	the	DET
emaj-228	219	11	survey	survey	NOUN
emaj-228	219	12	study	study	NOUN
emaj-228	219	13	,	,	PUNCT
emaj-228	219	14	which	which	PRON
emaj-228	219	15	is	be	AUX
emaj-228	219	16	one	one	NUM
emaj-228	219	17	of	of	ADP
emaj-228	219	18	the	the	DET
emaj-228	219	19	traditional	traditional	ADJ
emaj-228	219	20	methods	method	NOUN
emaj-228	219	21	,	,	PUNCT
emaj-228	219	22	did	do	AUX
emaj-228	219	23	not	not	PART
emaj-228	219	24	meet	meet	VERB
emaj-228	219	25	the	the	DET
emaj-228	219	26	expectations	expectation	NOUN
emaj-228	219	27	expected	expect	VERB
emaj-228	219	28	for	for	ADP
emaj-228	219	29	the	the	DET
emaj-228	219	30	targeted	target	VERB
emaj-228	219	31	study	study	NOUN
emaj-228	219	32	.	.	PUNCT
emaj-228	220	1	however	however	ADV
emaj-228	220	2	,	,	PUNCT
emaj-228	220	3	it	it	PRON
emaj-228	220	4	has	have	AUX
emaj-228	220	5	been	be	AUX
emaj-228	220	6	determined	determine	VERB
emaj-228	220	7	that	that	SCONJ
emaj-228	220	8	the	the	DET
emaj-228	220	9	expected	expect	VERB
emaj-228	220	10	value	value	NOUN
emaj-228	220	11	not	not	PART
emaj-228	220	12	met	meet	VERB
emaj-228	220	13	would	would	AUX
emaj-228	220	14	be	be	AUX
emaj-228	220	15	neglected	neglect	VERB
emaj-228	220	16	at	at	ADP
emaj-228	220	17	a	a	DET
emaj-228	220	18	certain	certain	ADJ
emaj-228	220	19	level	level	NOUN
emaj-228	220	20	through	through	ADP
emaj-228	220	21	the	the	DET
emaj-228	220	22	t	t	NOUN
emaj-228	220	23	-	-	PUNCT
emaj-228	220	24	test	test	NOUN
emaj-228	220	25	.	.	PUNCT
emaj-228	221	1	on	on	ADP
emaj-228	221	2	the	the	DET
emaj-228	221	3	other	other	ADJ
emaj-228	221	4	hand	hand	NOUN
emaj-228	221	5	,	,	PUNCT
emaj-228	221	6	a	a	DET
emaj-228	221	7	certain	certain	ADJ
emaj-228	221	8	amount	amount	NOUN
emaj-228	221	9	of	of	ADP
emaj-228	221	10	time	time	NOUN
emaj-228	221	11	and	and	CCONJ
emaj-228	221	12	budget	budget	NOUN
emaj-228	221	13	is	be	AUX
emaj-228	221	14	reserved	reserve	VERB
emaj-228	221	15	for	for	ADP
emaj-228	221	16	the	the	DET
emaj-228	221	17	survey	survey	NOUN
emaj-228	221	18	.	.	PUNCT
emaj-228	222	1	this	this	PRON
emaj-228	222	2	can	can	AUX
emaj-228	222	3	be	be	AUX
emaj-228	222	4	seen	see	VERB
emaj-228	222	5	as	as	ADP
emaj-228	222	6	a	a	DET
emaj-228	222	7	negative	negative	ADJ
emaj-228	222	8	aspect	aspect	NOUN
emaj-228	222	9	of	of	ADP
emaj-228	222	10	social	social	ADJ
emaj-228	222	11	media	medium	NOUN
emaj-228	222	12	analysis	analysis	NOUN
emaj-228	222	13	.	.	PUNCT
emaj-228	223	1	if	if	SCONJ
emaj-228	223	2	the	the	DET
emaj-228	223	3	iphone	iphone	NOUN
emaj-228	223	4	's	's	PART
emaj-228	223	5	strategy	strategy	NOUN
emaj-228	223	6	is	be	AUX
emaj-228	223	7	compatible	compatible	ADJ
emaj-228	223	8	with	with	ADP
emaj-228	223	9	its	its	PRON
emaj-228	223	10	advertisements	advertisement	NOUN
emaj-228	223	11	,	,	PUNCT
emaj-228	223	12	the	the	DET
emaj-228	223	13	iphone	iphone	NOUN
emaj-228	223	14	's	's	PART
emaj-228	223	15	brand	brand	NOUN
emaj-228	223	16	image	image	NOUN
emaj-228	223	17	profile	profile	NOUN
emaj-228	223	18	displays	display	VERB
emaj-228	223	19	accuracy	accuracy	NOUN
emaj-228	223	20	.	.	PUNCT
emaj-228	224	1	therefore	therefore	ADV
emaj-228	224	2	,	,	PUNCT
emaj-228	224	3	the	the	DET
emaj-228	224	4	proposed	propose	VERB
emaj-228	224	5	model	model	NOUN
emaj-228	224	6	,	,	PUNCT
emaj-228	224	7	namely	namely	ADV
emaj-228	224	8	social	social	ADJ
emaj-228	224	9	media	medium	NOUN
emaj-228	224	10	analysis	analysis	NOUN
emaj-228	224	11	and	and	CCONJ
emaj-228	224	12	creation	creation	NOUN
emaj-228	224	13	of	of	ADP
emaj-228	224	14	brand	brand	NOUN
emaj-228	224	15	image	image	NOUN
emaj-228	224	16	profile	profile	PROPN
emaj-228	224	17	model	model	NOUN
emaj-228	224	18	,	,	PUNCT
emaj-228	224	19	worked	work	VERB
emaj-228	224	20	adequately	adequately	ADV
emaj-228	224	21	.	.	PUNCT
emaj-228	225	1	it	it	PRON
emaj-228	225	2	responds	respond	VERB
emaj-228	225	3	faster	fast	ADV
emaj-228	225	4	than	than	SCONJ
emaj-228	225	5	traditional	traditional	ADJ
emaj-228	225	6	methods	method	NOUN
emaj-228	225	7	and	and	CCONJ
emaj-228	225	8	more	more	ADJ
emaj-228	225	9	participants	participant	NOUN
emaj-228	225	10	are	be	AUX
emaj-228	225	11	reached	reach	VERB
emaj-228	225	12	.	.	PUNCT
emaj-228	226	1	social	social	ADJ
emaj-228	226	2	media	medium	NOUN
emaj-228	226	3	analytics	analytic	NOUN
emaj-228	226	4	,	,	PUNCT
emaj-228	226	5	one	one	NUM
emaj-228	226	6	of	of	ADP
emaj-228	226	7	the	the	DET
emaj-228	226	8	contributions	contribution	NOUN
emaj-228	226	9	of	of	ADP
emaj-228	226	10	technology	technology	NOUN
emaj-228	226	11	,	,	PUNCT
emaj-228	226	12	is	be	AUX
emaj-228	226	13	a	a	DET
emaj-228	226	14	very	very	ADV
emaj-228	226	15	low	low	ADJ
emaj-228	226	16	-	-	PUNCT
emaj-228	226	17	cost	cost	NOUN
emaj-228	226	18	method	method	NOUN
emaj-228	226	19	owing	owe	VERB
emaj-228	226	20	to	to	ADP
emaj-228	226	21	the	the	DET
emaj-228	226	22	attainableness	attainableness	NOUN
emaj-228	226	23	of	of	ADP
emaj-228	226	24	a	a	DET
emaj-228	226	25	high	high	ADJ
emaj-228	226	26	-	-	PUNCT
emaj-228	226	27	volume	volume	NOUN
emaj-228	226	28	population	population	NOUN
emaj-228	226	29	and	and	CCONJ
emaj-228	226	30	quick	quick	ADJ
emaj-228	226	31	response	response	NOUN
emaj-228	226	32	features	feature	NOUN
emaj-228	226	33	.	.	PUNCT
emaj-228	227	1	also	also	ADV
emaj-228	227	2	,	,	PUNCT
emaj-228	227	3	it	it	PRON
emaj-228	227	4	provides	provide	VERB
emaj-228	227	5	a	a	DET
emaj-228	227	6	digital	digital	ADJ
emaj-228	227	7	platform	platform	NOUN
emaj-228	227	8	where	where	SCONJ
emaj-228	227	9	its	its	PRON
emaj-228	227	10	users	user	NOUN
emaj-228	227	11	will	will	AUX
emaj-228	227	12	report	report	VERB
emaj-228	227	13	their	their	PRON
emaj-228	227	14	level	level	NOUN
emaj-228	227	15	of	of	ADP
emaj-228	227	16	satisfaction	satisfaction	NOUN
emaj-228	227	17	.	.	PUNCT
emaj-228	228	1	the	the	DET
emaj-228	228	2	compatibility	compatibility	NOUN
emaj-228	228	3	between	between	ADP
emaj-228	228	4	the	the	DET
emaj-228	228	5	results	result	NOUN
emaj-228	228	6	obtained	obtain	VERB
emaj-228	228	7	from	from	ADP
emaj-228	228	8	the	the	DET
emaj-228	228	9	social	social	ADJ
emaj-228	228	10	media	medium	NOUN
emaj-228	228	11	analysis	analysis	NOUN
emaj-228	228	12	and	and	CCONJ
emaj-228	228	13	the	the	DET
emaj-228	228	14	survey	survey	NOUN
emaj-228	228	15	study	study	NOUN
emaj-228	228	16	was	be	AUX
emaj-228	228	17	examined	examine	VERB
emaj-228	228	18	through	through	ADP
emaj-228	228	19	the	the	DET
emaj-228	228	20	t	t	NOUN
emaj-228	228	21	-	-	PUNCT
emaj-228	228	22	test	test	NOUN
emaj-228	228	23	.	.	PUNCT
emaj-228	229	1	it	it	PRON
emaj-228	229	2	was	be	AUX
emaj-228	229	3	revealed	reveal	VERB
emaj-228	229	4	how	how	SCONJ
emaj-228	229	5	meaningful	meaningful	ADJ
emaj-228	229	6	the	the	DET
emaj-228	229	7	perceptions	perception	NOUN
emaj-228	229	8	of	of	ADP
emaj-228	229	9	the	the	DET
emaj-228	229	10	selected	select	VERB
emaj-228	229	11	masses	masse	NOUN
emaj-228	229	12	towards	towards	ADP
emaj-228	229	13	the	the	DET
emaj-228	229	14	qualities	quality	NOUN
emaj-228	229	15	of	of	ADP
emaj-228	229	16	the	the	DET
emaj-228	229	17	iphone	iphone	NOUN
emaj-228	229	18	.	.	PUNCT
emaj-228	230	1	a	a	DET
emaj-228	230	2	general	general	ADJ
emaj-228	230	3	brand	brand	NOUN
emaj-228	230	4	pattern	pattern	NOUN
emaj-228	230	5	was	be	AUX
emaj-228	230	6	developed	develop	VERB
emaj-228	230	7	by	by	ADP
emaj-228	230	8	revealing	reveal	VERB
emaj-228	230	9	a	a	DET
emaj-228	230	10	general	general	ADJ
emaj-228	230	11	image	image	NOUN
emaj-228	230	12	for	for	ADP
emaj-228	230	13	iphone	iphone	NOUN
emaj-228	230	14	by	by	ADP
emaj-228	230	15	looking	look	VERB
emaj-228	230	16	at	at	ADP
emaj-228	230	17	all	all	DET
emaj-228	230	18	these	these	DET
emaj-228	230	19	attributes	attribute	NOUN
emaj-228	230	20	.	.	PUNCT
emaj-228	231	1	it	it	PRON
emaj-228	231	2	was	be	AUX
emaj-228	231	3	determined	determine	VERB
emaj-228	231	4	what	what	PRON
emaj-228	231	5	qualities	quality	NOUN
emaj-228	231	6	of	of	ADP
emaj-228	231	7	the	the	DET
emaj-228	231	8	iphone	iphone	NOUN
emaj-228	231	9	are	be	AUX
emaj-228	231	10	dominant	dominant	ADJ
emaj-228	231	11	and	and	CCONJ
emaj-228	231	12	the	the	DET
emaj-228	231	13	extent	extent	NOUN
emaj-228	231	14	to	to	PART
emaj-228	231	15	which	which	PRON
emaj-228	231	16	they	they	PRON
emaj-228	231	17	deviate	deviate	VERB
emaj-228	231	18	from	from	ADP
emaj-228	231	19	their	their	PRON
emaj-228	231	20	average	average	ADJ
emaj-228	231	21	value	value	NOUN
emaj-228	231	22	.	.	PUNCT
emaj-228	232	1	the	the	DET
emaj-228	232	2	sub	sub	NOUN
emaj-228	232	3	-	-	ADJ
emaj-228	232	4	sets	set	NOUN
emaj-228	232	5	were	be	AUX
emaj-228	232	6	used	use	VERB
emaj-228	232	7	to	to	PART
emaj-228	232	8	create	create	VERB
emaj-228	232	9	a	a	DET
emaj-228	232	10	general	general	ADJ
emaj-228	232	11	brand	brand	NOUN
emaj-228	232	12	profile	profile	NOUN
emaj-228	232	13	with	with	ADP
emaj-228	232	14	the	the	DET
emaj-228	232	15	help	help	NOUN
emaj-228	232	16	of	of	ADP
emaj-228	232	17	using	use	VERB
emaj-228	232	18	nbr	nbr	ADJ
emaj-228	232	19	(	(	PUNCT
emaj-228	232	20	net	net	ADJ
emaj-228	232	21	brand	brand	NOUN
emaj-228	232	22	reputation	reputation	NOUN
emaj-228	232	23	)	)	PUNCT
emaj-228	232	24	values	value	NOUN
emaj-228	232	25	.	.	PUNCT
emaj-228	233	1	thanks	thank	NOUN
emaj-228	233	2	to	to	ADP
emaj-228	233	3	the	the	DET
emaj-228	233	4	nbr	nbr	ADJ
emaj-228	233	5	values	value	NOUN
emaj-228	233	6	obtained	obtain	VERB
emaj-228	233	7	from	from	ADP
emaj-228	233	8	both	both	CCONJ
emaj-228	233	9	the	the	DET
emaj-228	233	10	social	social	ADJ
emaj-228	233	11	media	medium	NOUN
emaj-228	233	12	and	and	CCONJ
emaj-228	233	13	the	the	DET
emaj-228	233	14	survey	survey	NOUN
emaj-228	233	15	,	,	PUNCT
emaj-228	233	16	the	the	DET
emaj-228	233	17	iphone	iphone	NOUN
emaj-228	233	18	's	's	PART
emaj-228	233	19	status	status	NOUN
emaj-228	233	20	in	in	ADP
emaj-228	233	21	the	the	DET
emaj-228	233	22	customer	customer	NOUN
emaj-228	233	23	's	's	PART
emaj-228	233	24	mind	mind	NOUN
emaj-228	233	25	has	have	AUX
emaj-228	233	26	become	become	VERB
emaj-228	233	27	evident	evident	ADJ
emaj-228	233	28	.	.	PUNCT
emaj-228	234	1	v.	v.	ADP
emaj-228	234	2	discussion	discussion	NOUN
emaj-228	234	3	and	and	CCONJ
emaj-228	234	4	conclusion	conclusion	NOUN
emaj-228	234	5	this	this	DET
emaj-228	234	6	study	study	NOUN
emaj-228	234	7	shows	show	VERB
emaj-228	234	8	that	that	SCONJ
emaj-228	234	9	,	,	PUNCT
emaj-228	234	10	social	social	ADJ
emaj-228	234	11	media	medium	NOUN
emaj-228	234	12	analysis	analysis	NOUN
emaj-228	234	13	is	be	AUX
emaj-228	234	14	a	a	DET
emaj-228	234	15	useful	useful	ADJ
emaj-228	234	16	method	method	NOUN
emaj-228	234	17	for	for	ADP
emaj-228	234	18	brand	brand	NOUN
emaj-228	234	19	image	image	NOUN
emaj-228	234	20	profiling	profiling	NOUN
emaj-228	234	21	.	.	PUNCT
emaj-228	235	1	accordingly	accordingly	ADV
emaj-228	235	2	,	,	PUNCT
emaj-228	235	3	the	the	DET
emaj-228	235	4	social	social	ADJ
emaj-228	235	5	media	medium	NOUN
emaj-228	235	6	analysis	analysis	NOUN
emaj-228	235	7	study	study	NOUN
emaj-228	235	8	conducted	conduct	VERB
emaj-228	235	9	is	be	AUX
emaj-228	235	10	a	a	DET
emaj-228	235	11	practical	practical	ADJ
emaj-228	235	12	and	and	CCONJ
emaj-228	235	13	useful	useful	ADJ
emaj-228	235	14	model	model	NOUN
emaj-228	235	15	.	.	PUNCT
emaj-228	236	1	it	it	PRON
emaj-228	236	2	also	also	ADV
emaj-228	236	3	allows	allow	VERB
emaj-228	236	4	reaching	reach	VERB
emaj-228	236	5	more	more	ADJ
emaj-228	236	6	participants	participant	NOUN
emaj-228	236	7	faster	fast	ADV
emaj-228	236	8	and	and	CCONJ
emaj-228	236	9	is	be	AUX
emaj-228	236	10	less	less	ADV
emaj-228	236	11	costly	costly	ADJ
emaj-228	236	12	than	than	ADP
emaj-228	236	13	traditional	traditional	ADJ
emaj-228	236	14	methods	method	NOUN
emaj-228	236	15	.	.	PUNCT
emaj-228	237	1	based	base	VERB
emaj-228	237	2	on	on	ADP
emaj-228	237	3	the	the	DET
emaj-228	237	4	social	social	ADJ
emaj-228	237	5	media	medium	NOUN
emaj-228	237	6	analysis	analysis	NOUN
emaj-228	237	7	conducted	conduct	VERB
emaj-228	237	8	for	for	ADP
emaj-228	237	9	the	the	DET
emaj-228	237	10	study	study	NOUN
emaj-228	237	11	and	and	CCONJ
emaj-228	237	12	the	the	DET
emaj-228	237	13	results	result	NOUN
emaj-228	237	14	of	of	ADP
emaj-228	237	15	the	the	DET
emaj-228	237	16	following	follow	VERB
emaj-228	237	17	survey	survey	NOUN
emaj-228	237	18	,	,	PUNCT
emaj-228	237	19	camera	camera	NOUN
emaj-228	237	20	,	,	PUNCT
emaj-228	237	21	speed	speed	NOUN
emaj-228	237	22	and	and	CCONJ
emaj-228	237	23	especially	especially	ADV
emaj-228	237	24	design	design	NOUN
emaj-228	237	25	characteristics	characteristic	NOUN
emaj-228	237	26	are	be	AUX
emaj-228	237	27	the	the	DET
emaj-228	237	28	attributes	attribute	NOUN
emaj-228	237	29	that	that	PRON
emaj-228	237	30	can	can	AUX
emaj-228	237	31	be	be	AUX
emaj-228	237	32	brought	bring	VERB
emaj-228	237	33	to	to	ADP
emaj-228	237	34	the	the	DET
emaj-228	237	35	fore	fore	NOUN
emaj-228	237	36	in	in	ADP
emaj-228	237	37	the	the	DET
emaj-228	237	38	market	market	NOUN
emaj-228	237	39	which	which	PRON
emaj-228	237	40	should	should	AUX
emaj-228	237	41	be	be	AUX
emaj-228	237	42	given	give	VERB
emaj-228	237	43	the	the	DET
emaj-228	237	44	most	most	ADJ
emaj-228	237	45	attention	attention	NOUN
emaj-228	237	46	.	.	PUNCT
emaj-228	238	1	in	in	ADP
emaj-228	238	2	order	order	NOUN
emaj-228	238	3	to	to	PART
emaj-228	238	4	impress	impress	VERB
emaj-228	238	5	their	their	PRON
emaj-228	238	6	users	user	NOUN
emaj-228	238	7	by	by	ADP
emaj-228	238	8	advertising	advertising	NOUN
emaj-228	238	9	activities	activity	NOUN
emaj-228	238	10	,	,	PUNCT
emaj-228	238	11	marketing	marketing	NOUN
emaj-228	238	12	people	people	NOUN
emaj-228	238	13	should	should	AUX
emaj-228	238	14	consider	consider	VERB
emaj-228	238	15	these	these	DET
emaj-228	238	16	three	three	NUM
emaj-228	238	17	attributes	attribute	NOUN
emaj-228	238	18	.	.	PUNCT
emaj-228	239	1	"	"	PUNCT
emaj-228	239	2	price	price	NOUN
emaj-228	239	3	"	"	PUNCT
emaj-228	239	4	,	,	PUNCT
emaj-228	239	5	"	"	PUNCT
emaj-228	239	6	security	security	NOUN
emaj-228	239	7	"	"	PUNCT
emaj-228	239	8	,	,	PUNCT
emaj-228	239	9	and	and	CCONJ
emaj-228	239	10	"	"	PUNCT
emaj-228	239	11	memory	memory	NOUN
emaj-228	239	12	"	"	PUNCT
emaj-228	239	13	are	be	AUX
emaj-228	239	14	the	the	DET
emaj-228	239	15	attributes	attribute	NOUN
emaj-228	239	16	that	that	PRON
emaj-228	239	17	need	need	VERB
emaj-228	239	18	to	to	PART
emaj-228	239	19	be	be	AUX
emaj-228	239	20	compared	compare	VERB
emaj-228	239	21	and	and	CCONJ
emaj-228	239	22	improved	improve	VERB
emaj-228	239	23	with	with	ADP
emaj-228	239	24	the	the	DET
emaj-228	239	25	current	current	ADJ
emaj-228	239	26	level	level	NOUN
emaj-228	239	27	of	of	ADP
emaj-228	239	28	importance	importance	NOUN
emaj-228	239	29	in	in	ADP
emaj-228	239	30	the	the	DET
emaj-228	239	31	market	market	NOUN
emaj-228	239	32	.	.	PUNCT
emaj-228	240	1	the	the	DET
emaj-228	240	2	iphone	iphone	NOUN
emaj-228	240	3	needs	need	VERB
emaj-228	240	4	to	to	PART
emaj-228	240	5	find	find	VERB
emaj-228	240	6	out	out	ADP
emaj-228	240	7	how	how	SCONJ
emaj-228	240	8	to	to	PART
emaj-228	240	9	proceed	proceed	VERB
emaj-228	240	10	against	against	ADP
emaj-228	240	11	these	these	DET
emaj-228	240	12	attributes	attribute	NOUN
emaj-228	240	13	.	.	PUNCT
emaj-228	241	1	it	it	PRON
emaj-228	241	2	is	be	AUX
emaj-228	241	3	necessary	necessary	ADJ
emaj-228	241	4	to	to	PART
emaj-228	241	5	be	be	AUX
emaj-228	241	6	concentrate	concentrate	VERB
emaj-228	241	7	on	on	ADP
emaj-228	241	8	"	"	PUNCT
emaj-228	241	9	price	price	NOUN
emaj-228	241	10	"	"	PUNCT
emaj-228	241	11	,	,	PUNCT
emaj-228	241	12	"	"	PUNCT
emaj-228	241	13	security	security	NOUN
emaj-228	241	14	"	"	PUNCT
emaj-228	241	15	and	and	CCONJ
emaj-228	241	16	"	"	PUNCT
emaj-228	241	17	memory	memory	NOUN
emaj-228	241	18	"	"	PUNCT
emaj-228	241	19	qualities	quality	NOUN
emaj-228	241	20	,	,	PUNCT
emaj-228	241	21	both	both	CCONJ
emaj-228	241	22	in	in	ADP
emaj-228	241	23	research&development	research&development	NOUN
emaj-228	241	24	(	(	PUNCT
emaj-228	241	25	r&d	r&d	NOUN
emaj-228	241	26	)	)	PUNCT
emaj-228	241	27	investments	investment	NOUN
emaj-228	241	28	and	and	CCONJ
emaj-228	241	29	in	in	ADP
emaj-228	241	30	marketing	marketing	NOUN
emaj-228	241	31	activities	activity	NOUN
emaj-228	241	32	,	,	PUNCT
emaj-228	241	33	to	to	PART
emaj-228	241	34	be	be	AUX
emaj-228	241	35	able	able	ADJ
emaj-228	241	36	to	to	PART
emaj-228	241	37	strengthen	strengthen	VERB
emaj-228	241	38	iphone	iphone	NOUN
emaj-228	241	39	's	's	PART
emaj-228	241	40	position	position	NOUN
emaj-228	241	41	in	in	ADP
emaj-228	241	42	the	the	DET
emaj-228	241	43	market	market	NOUN
emaj-228	241	44	.	.	PUNCT
emaj-228	242	1	the	the	DET
emaj-228	242	2	most	most	ADV
emaj-228	242	3	prominent	prominent	ADJ
emaj-228	242	4	qualities	quality	NOUN
emaj-228	242	5	in	in	ADP
emaj-228	242	6	iphone	iphone	NOUN
emaj-228	242	7	ads	ad	NOUN
emaj-228	242	8	are	be	AUX
emaj-228	242	9	camera	camera	NOUN
emaj-228	242	10	,	,	PUNCT
emaj-228	242	11	design	design	NOUN
emaj-228	242	12	and	and	CCONJ
emaj-228	242	13	speed	speed	NOUN
emaj-228	242	14	.	.	PUNCT
emaj-228	243	1	if	if	SCONJ
emaj-228	243	2	the	the	DET
emaj-228	243	3	figures	figure	NOUN
emaj-228	243	4	and	and	CCONJ
emaj-228	243	5	tables	table	NOUN
emaj-228	243	6	of	of	ADP
emaj-228	243	7	the	the	DET
emaj-228	243	8	study	study	NOUN
emaj-228	243	9	are	be	AUX
emaj-228	243	10	examined	examine	VERB
emaj-228	243	11	,	,	PUNCT
emaj-228	243	12	qualities	quality	NOUN
emaj-228	243	13	determined	determine	VERB
emaj-228	243	14	according	accord	VERB
emaj-228	243	15	to	to	ADP
emaj-228	243	16	the	the	DET
emaj-228	243	17	social	social	ADJ
emaj-228	243	18	media	medium	NOUN
emaj-228	243	19	analysis	analysis	NOUN
emaj-228	243	20	are	be	AUX
emaj-228	243	21	'	'	PUNCT
emaj-228	243	22	design	design	NOUN
emaj-228	243	23	and	and	CCONJ
emaj-228	243	24	speed	speed	NOUN
emaj-228	243	25	'	'	PUNCT
emaj-228	243	26	,	,	PUNCT
emaj-228	243	27	and	and	CCONJ
emaj-228	243	28	the	the	DET
emaj-228	243	29	value	value	NOUN
emaj-228	243	30	with	with	ADP
emaj-228	243	31	the	the	DET
emaj-228	243	32	highest	high	ADJ
emaj-228	243	33	nbr	nbr	ADJ
emaj-228	243	34	score	score	NOUN
emaj-228	243	35	in	in	ADP
emaj-228	243	36	the	the	DET
emaj-228	243	37	additional	additional	ADJ
emaj-228	243	38	survey	survey	NOUN
emaj-228	243	39	study	study	NOUN
emaj-228	243	40	is	be	AUX
emaj-228	243	41	'	'	PUNCT
emaj-228	243	42	camera	camera	NOUN
emaj-228	243	43	'	'	PUNCT
emaj-228	243	44	,	,	PUNCT
emaj-228	243	45	which	which	PRON
emaj-228	243	46	reveals	reveal	VERB
emaj-228	243	47	the	the	DET
emaj-228	243	48	accuracy	accuracy	NOUN
emaj-228	243	49	of	of	ADP
emaj-228	243	50	the	the	DET
emaj-228	243	51	study	study	NOUN
emaj-228	243	52	.	.	PUNCT
emaj-228	244	1	in	in	ADP
emaj-228	244	2	the	the	DET
emaj-228	244	3	light	light	NOUN
emaj-228	244	4	of	of	ADP
emaj-228	244	5	research	research	NOUN
emaj-228	244	6	,	,	PUNCT
emaj-228	244	7	some	some	DET
emaj-228	244	8	specific	specific	ADJ
emaj-228	244	9	gaps	gap	NOUN
emaj-228	244	10	in	in	ADP
emaj-228	244	11	the	the	DET
emaj-228	244	12	literature	literature	NOUN
emaj-228	244	13	were	be	AUX
emaj-228	244	14	filled	fill	VERB
emaj-228	244	15	.	.	PUNCT
emaj-228	245	1	the	the	DET
emaj-228	245	2	contribution	contribution	NOUN
emaj-228	245	3	to	to	ADP
emaj-228	245	4	literature	literature	NOUN
emaj-228	245	5	by	by	ADP
emaj-228	245	6	revealing	reveal	VERB
emaj-228	245	7	the	the	DET
emaj-228	245	8	effects	effect	NOUN
emaj-228	245	9	of	of	ADP
emaj-228	245	10	necessary	necessary	ADJ
emaj-228	245	11	inferences	inference	NOUN
emaj-228	245	12	from	from	ADP
emaj-228	245	13	social	social	ADJ
emaj-228	245	14	media	medium	NOUN
emaj-228	245	15	on	on	ADP
emaj-228	245	16	brands	brand	NOUN
emaj-228	245	17	with	with	ADP
emaj-228	245	18	various	various	ADJ
emaj-228	245	19	analysis	analysis	NOUN
emaj-228	245	20	is	be	AUX
emaj-228	245	21	observed	observe	VERB
emaj-228	245	22	in	in	ADP
emaj-228	245	23	the	the	DET
emaj-228	245	24	study	study	NOUN
emaj-228	245	25	.	.	PUNCT
emaj-228	246	1	the	the	DET
emaj-228	246	2	most	most	ADV
emaj-228	246	3	crucial	crucial	ADJ
emaj-228	246	4	factor	factor	NOUN
emaj-228	246	5	to	to	PART
emaj-228	246	6	consider	consider	VERB
emaj-228	246	7	in	in	ADP
emaj-228	246	8	terms	term	NOUN
emaj-228	246	9	of	of	ADP
emaj-228	246	10	contribution	contribution	NOUN
emaj-228	246	11	for	for	ADP
emaj-228	246	12	further	further	ADJ
emaj-228	246	13	studies	study	NOUN
emaj-228	246	14	is	be	AUX
emaj-228	246	15	that	that	SCONJ
emaj-228	246	16	,	,	PUNCT
emaj-228	246	17	the	the	DET
emaj-228	246	18	sample	sample	NOUN
emaj-228	246	19	volume	volume	NOUN
emaj-228	246	20	to	to	PART
emaj-228	246	21	be	be	AUX
emaj-228	246	22	selected	select	VERB
emaj-228	246	23	for	for	ADP
emaj-228	246	24	the	the	DET
emaj-228	246	25	study	study	NOUN
emaj-228	246	26	should	should	AUX
emaj-228	246	27	be	be	AUX
emaj-228	246	28	appropriate	appropriate	ADJ
emaj-228	246	29	.	.	PUNCT
emaj-228	247	1	besides	besides	SCONJ
emaj-228	247	2	,	,	PUNCT
emaj-228	247	3	attention	attention	NOUN
emaj-228	247	4	should	should	AUX
emaj-228	247	5	be	be	AUX
emaj-228	247	6	paid	pay	VERB
emaj-228	247	7	to	to	ADP
emaj-228	247	8	bringing	bring	VERB
emaj-228	247	9	forth	forth	ADP
emaj-228	247	10	the	the	DET
emaj-228	247	11	level	level	NOUN
emaj-228	247	12	of	of	ADP
emaj-228	247	13	adaptation	adaptation	NOUN
emaj-228	247	14	of	of	ADP
emaj-228	247	15	more	more	ADJ
emaj-228	247	16	than	than	ADP
emaj-228	247	17	one	one	NUM
emaj-228	247	18	problem	problem	NOUN
emaj-228	247	19	for	for	ADP
emaj-228	247	20	the	the	DET
emaj-228	247	21	same	same	ADJ
emaj-228	247	22	purpose	purpose	NOUN
emaj-228	247	23	.	.	PUNCT
emaj-228	248	1	the	the	DET
emaj-228	248	2	parameters	parameter	NOUN
emaj-228	248	3	that	that	PRON
emaj-228	248	4	will	will	AUX
emaj-228	248	5	be	be	AUX
emaj-228	248	6	provided	provide	VERB
emaj-228	248	7	as	as	ADP
emaj-228	248	8	input	input	NOUN
emaj-228	248	9	to	to	ADP
emaj-228	248	10	the	the	DET
emaj-228	248	11	study	study	NOUN
emaj-228	248	12	are	be	AUX
emaj-228	248	13	the	the	DET
emaj-228	248	14	essential	essential	ADJ
emaj-228	248	15	elements	element	NOUN
emaj-228	248	16	in	in	ADP
emaj-228	248	17	determining	determine	VERB
emaj-228	248	18	the	the	DET
emaj-228	248	19	study	study	NOUN
emaj-228	248	20	's	's	PART
emaj-228	248	21	output	output	NOUN
emaj-228	248	22	.	.	PUNCT
emaj-228	249	1	therefore	therefore	ADV
emaj-228	249	2	,	,	PUNCT
emaj-228	249	3	determining	determine	VERB
emaj-228	249	4	the	the	DET
emaj-228	249	5	study	study	NOUN
emaj-228	249	6	inputs	input	NOUN
emaj-228	249	7	under	under	ADP
emaj-228	249	8	the	the	DET
emaj-228	249	9	appropriate	appropriate	ADJ
emaj-228	249	10	conditions	condition	NOUN
emaj-228	249	11	using	use	VERB
emaj-228	249	12	appropriate	appropriate	ADJ
emaj-228	249	13	methods	method	NOUN
emaj-228	249	14	and	and	CCONJ
emaj-228	249	15	strategies	strategy	NOUN
emaj-228	249	16	will	will	AUX
emaj-228	249	17	allow	allow	VERB
emaj-228	249	18	the	the	DET
emaj-228	249	19	study	study	NOUN
emaj-228	249	20	to	to	PART
emaj-228	249	21	be	be	AUX
emaj-228	249	22	properly	properly	ADV
emaj-228	249	23	compatible	compatible	ADJ
emaj-228	249	24	with	with	ADP
emaj-228	249	25	the	the	DET
emaj-228	249	26	real	real	ADJ
emaj-228	249	27	world	world	NOUN
emaj-228	249	28	.	.	PUNCT
emaj-228	250	1	in	in	ADP
emaj-228	250	2	addition	addition	NOUN
emaj-228	250	3	to	to	ADP
emaj-228	250	4	this	this	DET
emaj-228	250	5	study	study	NOUN
emaj-228	250	6	,	,	PUNCT
emaj-228	250	7	the	the	DET
emaj-228	250	8	clarity	clarity	NOUN
emaj-228	250	9	level	level	NOUN
emaj-228	250	10	and	and	CCONJ
emaj-228	250	11	several	several	ADJ
emaj-228	250	12	inputs	input	NOUN
emaj-228	250	13	should	should	AUX
emaj-228	250	14	be	be	AUX
emaj-228	250	15	considered	consider	VERB
emaj-228	250	16	in	in	ADP
emaj-228	250	17	further	further	ADJ
emaj-228	250	18	studies	study	NOUN
emaj-228	250	19	.	.	PUNCT
emaj-228	251	1	another	another	DET
emaj-228	251	2	point	point	NOUN
emaj-228	251	3	that	that	PRON
emaj-228	251	4	should	should	AUX
emaj-228	251	5	be	be	AUX
emaj-228	251	6	emphasized	emphasize	VERB
emaj-228	251	7	is	be	AUX
emaj-228	251	8	that	that	SCONJ
emaj-228	251	9	,	,	PUNCT
emaj-228	251	10	it	it	PRON
emaj-228	251	11	should	should	AUX
emaj-228	251	12	be	be	AUX
emaj-228	251	13	taken	take	VERB
emaj-228	251	14	into	into	ADP
emaj-228	251	15	account	account	NOUN
emaj-228	251	16	that	that	SCONJ
emaj-228	251	17	the	the	DET
emaj-228	251	18	use	use	NOUN
emaj-228	251	19	of	of	ADP
emaj-228	251	20	traditional	traditional	ADJ
emaj-228	251	21	methods	method	NOUN
emaj-228	251	22	together	together	ADV
emaj-228	251	23	with	with	ADP
emaj-228	251	24	the	the	DET
emaj-228	251	25	social	social	ADJ
emaj-228	251	26	media	medium	NOUN
emaj-228	251	27	analysis	analysis	NOUN
emaj-228	251	28	will	will	AUX
emaj-228	251	29	produce	produce	VERB
emaj-228	251	30	substantial	substantial	ADJ
emaj-228	251	31	results	result	NOUN
emaj-228	251	32	.	.	PUNCT
emaj-228	252	1	using	use	VERB
emaj-228	252	2	traditional	traditional	ADJ
emaj-228	252	3	methods	method	NOUN
emaj-228	252	4	can	can	AUX
emaj-228	252	5	provide	provide	VERB
emaj-228	252	6	input	input	NOUN
emaj-228	252	7	to	to	ADP
emaj-228	252	8	the	the	DET
emaj-228	252	9	system	system	NOUN
emaj-228	252	10	as	as	ADV
emaj-228	252	11	well	well	ADV
emaj-228	252	12	as	as	ADP
emaj-228	252	13	verifying	verify	VERB
emaj-228	252	14	the	the	DET
emaj-228	252	15	accuracy	accuracy	NOUN
emaj-228	252	16	of	of	ADP
emaj-228	252	17	the	the	DET
emaj-228	252	18	output	output	NOUN
emaj-228	252	19	.	.	PUNCT
emaj-228	253	1	starting	start	VERB
emaj-228	253	2	from	from	ADP
emaj-228	253	3	this	this	DET
emaj-228	253	4	point	point	NOUN
emaj-228	253	5	of	of	ADP
emaj-228	253	6	view	view	NOUN
emaj-228	253	7	,	,	PUNCT
emaj-228	253	8	it	it	PRON
emaj-228	253	9	is	be	AUX
emaj-228	253	10	vital	vital	ADJ
emaj-228	253	11	to	to	PART
emaj-228	253	12	use	use	VERB
emaj-228	253	13	a	a	DET
emaj-228	253	14	traditional	traditional	ADJ
emaj-228	253	15	methods	method	NOUN
emaj-228	253	16	such	such	ADJ
emaj-228	253	17	as	as	ADP
emaj-228	253	18	a	a	DET
emaj-228	253	19	survey	survey	NOUN
emaj-228	253	20	study	study	NOUN
emaj-228	253	21	to	to	PART
emaj-228	253	22	demonstrate	demonstrate	VERB
emaj-228	253	23	the	the	DET
emaj-228	253	24	accuracy	accuracy	NOUN
emaj-228	253	25	of	of	ADP
emaj-228	253	26	the	the	DET
emaj-228	253	27	study	study	NOUN
emaj-228	253	28	.	.	PUNCT
emaj-228	254	1	to	to	PART
emaj-228	254	2	sum	sum	VERB
emaj-228	254	3	up	up	ADP
emaj-228	254	4	,	,	PUNCT
emaj-228	254	5	considering	consider	VERB
emaj-228	254	6	these	these	DET
emaj-228	254	7	factors	factor	NOUN
emaj-228	254	8	in	in	ADP
emaj-228	254	9	further	further	ADJ
emaj-228	254	10	studies	study	NOUN
emaj-228	254	11	will	will	AUX
emaj-228	254	12	ensure	ensure	VERB
emaj-228	254	13	the	the	DET
emaj-228	254	14	reliability	reliability	NOUN
emaj-228	254	15	of	of	ADP
emaj-228	254	16	the	the	DET
emaj-228	254	17	study	study	NOUN
emaj-228	254	18	.	.	PUNCT
emaj-228	255	1	the	the	DET
emaj-228	255	2	biggest	big	ADJ
emaj-228	255	3	obstacle	obstacle	NOUN
emaj-228	255	4	encountered	encounter	VERB
emaj-228	255	5	in	in	ADP
emaj-228	255	6	the	the	DET
emaj-228	255	7	research	research	NOUN
emaj-228	255	8	process	process	NOUN
emaj-228	255	9	is	be	AUX
emaj-228	255	10	that	that	SCONJ
emaj-228	255	11	,	,	PUNCT
emaj-228	255	12	the	the	DET
emaj-228	255	13	comments	comment	NOUN
emaj-228	255	14	of	of	ADP
emaj-228	255	15	social	social	ADJ
emaj-228	255	16	media	medium	NOUN
emaj-228	255	17	users	user	NOUN
emaj-228	255	18	who	who	PRON
emaj-228	255	19	are	be	AUX
emaj-228	255	20	not	not	PART
emaj-228	255	21	addicted	addict	VERB
emaj-228	255	22	to	to	ADP
emaj-228	255	23	iphone	iphone	NOUN
emaj-228	255	24	products	product	NOUN
emaj-228	255	25	limit	limit	VERB
emaj-228	255	26	the	the	DET
emaj-228	255	27	reliability	reliability	NOUN
emaj-228	255	28	of	of	ADP
emaj-228	255	29	the	the	DET
emaj-228	255	30	research	research	NOUN
emaj-228	255	31	.	.	PUNCT
emaj-228	256	1	there	there	PRON
emaj-228	256	2	is	be	VERB
emaj-228	256	3	no	no	DET
emaj-228	256	4	possible	possible	ADJ
emaj-228	256	5	way	way	NOUN
emaj-228	256	6	to	to	PART
emaj-228	256	7	remove	remove	VERB
emaj-228	256	8	this	this	DET
emaj-228	256	9	restriction	restriction	NOUN
emaj-228	256	10	.	.	PUNCT
emaj-228	257	1	finally	finally	ADV
emaj-228	257	2	,	,	PUNCT
emaj-228	257	3	another	another	DET
emaj-228	257	4	restriction	restriction	NOUN
emaj-228	257	5	is	be	AUX
emaj-228	257	6	that	that	SCONJ
emaj-228	257	7	,	,	PUNCT
emaj-228	257	8	the	the	DET
emaj-228	257	9	events	event	NOUN
emaj-228	257	10	and	and	CCONJ
emaj-228	257	11	mobilities	mobility	NOUN
emaj-228	257	12	in	in	ADP
emaj-228	257	13	the	the	DET
emaj-228	257	14	world	world	NOUN
emaj-228	257	15	cause	cause	VERB
emaj-228	257	16	temporary	temporary	ADJ
emaj-228	257	17	changes	change	NOUN
emaj-228	257	18	in	in	ADP
emaj-228	257	19	the	the	DET
emaj-228	257	20	brands	brand	NOUN
emaj-228	257	21	'	'	PART
emaj-228	257	22	perception	perception	NOUN
emaj-228	257	23	trend	trend	NOUN
emaj-228	257	24	.	.	PUNCT
emaj-228	258	1	although	although	SCONJ
emaj-228	258	2	these	these	DET
emaj-228	258	3	changes	change	NOUN
emaj-228	258	4	occur	occur	VERB
emaj-228	258	5	independently	independently	ADV
emaj-228	258	6	from	from	ADP
emaj-228	258	7	the	the	DET
emaj-228	258	8	research	research	NOUN
emaj-228	258	9	,	,	PUNCT
emaj-228	258	10	they	they	PRON
emaj-228	258	11	cause	cause	VERB
emaj-228	258	12	the	the	DET
emaj-228	258	13	output	output	NOUN
emaj-228	258	14	to	to	PART
emaj-228	258	15	be	be	AUX
emaj-228	258	16	obtained	obtain	VERB
emaj-228	258	17	to	to	PART
emaj-228	258	18	deviate	deviate	VERB
emaj-228	258	19	from	from	ADP
emaj-228	258	20	the	the	DET
emaj-228	258	21	ideal	ideal	ADJ
emaj-228	258	22	value	value	NOUN
emaj-228	258	23	and	and	CCONJ
emaj-228	258	24	limit	limit	VERB
emaj-228	258	25	the	the	DET
emaj-228	258	26	research	research	NOUN
emaj-228	258	27	at	at	ADP
emaj-228	258	28	this	this	DET
emaj-228	258	29	point	point	NOUN
emaj-228	258	30	.	.	PUNCT
emaj-228	259	1	volume	volume	NOUN
emaj-228	259	2	11	11	NUM
emaj-228	259	3	no	no	DET
emaj-228	259	4	2	2	NUM
emaj-228	259	5	(	(	PUNCT
emaj-228	259	6	2021	2021	NUM
emaj-228	259	7	)	)	PUNCT
emaj-228	259	8	|	|	ADV
emaj-228	259	9	issn	issn	VERB
emaj-228	259	10	2158	2158	NUM
emaj-228	259	11	-	-	SYM
emaj-228	259	12	8708	8708	NUM
emaj-228	259	13	(	(	PUNCT
emaj-228	259	14	online	online	NOUN
emaj-228	259	15	)	)	PUNCT
emaj-228	259	16	|	|	ADV
emaj-228	259	17	doi	doi	X
emaj-228	259	18	10.5195	10.5195	NUM
emaj-228	259	19	/	/	SYM
emaj-228	259	20	emaj.2021.228	emaj.2021.228	PROPN
emaj-228	259	21	|	|	ADV
emaj-228	259	22	http://emaj.pitt.edu	http://emaj.pitt.edu	AUX
emaj-228	259	23	creating	create	VERB
emaj-228	259	24	brand	brand	NOUN
emaj-228	259	25	image	image	NOUN
emaj-228	259	26	profile	profile	NOUN
emaj-228	259	27	by	by	ADP
emaj-228	259	28	social	social	ADJ
emaj-228	259	29	media	medium	NOUN
emaj-228	259	30	analysis	analysis	NOUN
emaj-228	259	31	page	page	NOUN
emaj-228	259	32	|24|	|24|	ADJ
emaj-228	259	33	emerging	emerge	VERB
emaj-228	259	34	markets	market	NOUN
emaj-228	259	35	journal	journal	PROPN
emaj-228	259	36	references	reference	NOUN
emaj-228	259	37	amron	amron	PROPN
emaj-228	259	38	,	,	PUNCT
emaj-228	259	39	a.	a.	NOUN
emaj-228	259	40	(	(	PUNCT
emaj-228	259	41	2018	2018	NUM
emaj-228	259	42	)	)	PUNCT
emaj-228	259	43	.	.	PUNCT
emaj-228	260	1	the	the	DET
emaj-228	260	2	influence	influence	NOUN
emaj-228	260	3	of	of	ADP
emaj-228	260	4	brand	brand	NOUN
emaj-228	260	5	image	image	NOUN
emaj-228	260	6	,	,	PUNCT
emaj-228	260	7	design	design	NOUN
emaj-228	260	8	,	,	PUNCT
emaj-228	260	9	feature	feature	NOUN
emaj-228	260	10	,	,	PUNCT
emaj-228	260	11	and	and	CCONJ
emaj-228	260	12	price	price	NOUN
emaj-228	260	13	on	on	ADP
emaj-228	260	14	purchasing	purchase	VERB
emaj-228	260	15	decision	decision	NOUN
emaj-228	260	16	of	of	ADP
emaj-228	260	17	apple	apple	NOUN
emaj-228	260	18	ios	io	NOUN
emaj-228	260	19	smartphone	smartphone	NOUN
emaj-228	260	20	in	in	ADP
emaj-228	260	21	surakarta	surakarta	PROPN
emaj-228	260	22	,	,	PUNCT
emaj-228	260	23	indonesia	indonesia	PROPN
emaj-228	260	24	.	.	PUNCT
emaj-228	261	1	the	the	DET
emaj-228	261	2	international	international	ADJ
emaj-228	261	3	journal	journal	NOUN
emaj-228	261	4	of	of	ADP
emaj-228	261	5	social	social	ADJ
emaj-228	261	6	sciences	science	NOUN
emaj-228	261	7	and	and	CCONJ
emaj-228	261	8	humanities	humanity	NOUN
emaj-228	261	9	invention	invention	NOUN
emaj-228	261	10	.	.	PUNCT
emaj-228	262	1	5	5	NUM
emaj-228	262	2	(	(	PUNCT
emaj-228	262	3	12	12	NUM
emaj-228	262	4	)	)	PUNCT
emaj-228	262	5	,	,	PUNCT
emaj-228	262	6	5187	5187	NUM
emaj-228	262	7	-	-	SYM
emaj-228	262	8	5191	5191	NUM
emaj-228	262	9	.	.	PUNCT
emaj-228	263	1	https://doi.org/10.18535/ijsshi/v5i12.15	https://doi.org/10.18535/ijsshi/v5i12.15	PROPN
emaj-228	263	2	armstrong	armstrong	PROPN
emaj-228	263	3	,	,	PUNCT
emaj-228	263	4	g.	g.	PROPN
emaj-228	263	5	,	,	PUNCT
emaj-228	263	6	kotler	kotler	NOUN
emaj-228	263	7	,	,	PUNCT
emaj-228	263	8	p.	p.	NOUN
emaj-228	263	9	,	,	PUNCT
emaj-228	263	10	opresnik	opresnik	X
emaj-228	263	11	,	,	PUNCT
emaj-228	263	12	m.	m.	NOUN
emaj-228	263	13	o.	o.	PROPN
emaj-228	263	14	(	(	PUNCT
emaj-228	263	15	2016	2016	NUM
emaj-228	263	16	)	)	PUNCT
emaj-228	263	17	.	.	PUNCT
emaj-228	264	1	marketing	marketing	NOUN
emaj-228	264	2	:	:	PUNCT
emaj-228	264	3	an	an	DET
emaj-228	264	4	introduction	introduction	NOUN
emaj-228	264	5	global	global	PROPN
emaj-228	264	6	edition	edition	PROPN
emaj-228	264	7	.	.	PUNCT
emaj-228	265	1	pearson	pearson	PROPN
emaj-228	265	2	education	education	PROPN
emaj-228	265	3	.	.	PUNCT
emaj-228	266	1	aswani	aswani	PROPN
emaj-228	266	2	,	,	PUNCT
emaj-228	266	3	r.	r.	PROPN
emaj-228	266	4	,	,	PUNCT
emaj-228	266	5	kar	kar	PROPN
emaj-228	266	6	,	,	PUNCT
emaj-228	266	7	a.k	a.k	PROPN
emaj-228	266	8	.	.	PROPN
emaj-228	266	9	,	,	PUNCT
emaj-228	266	10	ilavarasan	ilavarasan	PROPN
emaj-228	266	11	,	,	PUNCT
emaj-228	266	12	p.v	p.v	PROPN
emaj-228	266	13	.	.	PROPN
emaj-228	266	14	,	,	PUNCT
emaj-228	266	15	dwivedi	dwivedi	PROPN
emaj-228	266	16	,	,	PUNCT
emaj-228	266	17	y.k	y.k	PROPN
emaj-228	266	18	.	.	PROPN
emaj-228	266	19	(	(	PUNCT
emaj-228	266	20	2018	2018	NUM
emaj-228	266	21	)	)	PUNCT
emaj-228	266	22	.	.	PUNCT
emaj-228	267	1	search	search	NOUN
emaj-228	267	2	engine	engine	NOUN
emaj-228	267	3	marketing	marketing	NOUN
emaj-228	267	4	is	be	AUX
emaj-228	267	5	not	not	PART
emaj-228	267	6	all	all	DET
emaj-228	267	7	gold	gold	NOUN
emaj-228	267	8	:	:	PUNCT
emaj-228	267	9	insights	insight	NOUN
emaj-228	267	10	from	from	ADP
emaj-228	267	11	twitter	twitter	NOUN
emaj-228	267	12	and	and	CCONJ
emaj-228	267	13	seoclerks	seoclerk	NOUN
emaj-228	267	14	.	.	PUNCT
emaj-228	268	1	international	international	ADJ
emaj-228	268	2	journal	journal	PROPN
emaj-228	268	3	of	of	ADP
emaj-228	268	4	information	information	NOUN
emaj-228	268	5	management	management	NOUN
emaj-228	268	6	.	.	PUNCT
emaj-228	269	1	38	38	NUM
emaj-228	269	2	(	(	PUNCT
emaj-228	269	3	1	1	NUM
emaj-228	269	4	)	)	PUNCT
emaj-228	269	5	,	,	PUNCT
emaj-228	269	6	107	107	NUM
emaj-228	269	7	-	-	SYM
emaj-228	269	8	116	116	NUM
emaj-228	269	9	.	.	PUNCT
emaj-228	270	1	https://doi.org/10.1016/j.ijinfomgt.2017.07	https://doi.org/10.1016/j.ijinfomgt.2017.07	X
emaj-228	270	2	.005	.005	NUM
emaj-228	270	3	bhardwaj	bhardwaj	PROPN
emaj-228	270	4	,	,	PUNCT
emaj-228	270	5	a.	a.	PROPN
emaj-228	270	6	,	,	PUNCT
emaj-228	270	7	narayan	narayan	PROPN
emaj-228	270	8	,	,	PUNCT
emaj-228	270	9	y.	y.	PROPN
emaj-228	270	10	,	,	PUNCT
emaj-228	270	11	pawan	pawan	PROPN
emaj-228	270	12	,	,	PUNCT
emaj-228	270	13	v.	v.	PROPN
emaj-228	270	14	,	,	PUNCT
emaj-228	270	15	dutta	dutta	PROPN
emaj-228	270	16	,	,	PUNCT
emaj-228	270	17	m.	m.	NOUN
emaj-228	270	18	(	(	PUNCT
emaj-228	270	19	2015	2015	NUM
emaj-228	270	20	)	)	PUNCT
emaj-228	270	21	.	.	PUNCT
emaj-228	271	1	sentiment	sentiment	NOUN
emaj-228	271	2	analysis	analysis	NOUN
emaj-228	271	3	for	for	ADP
emaj-228	271	4	indian	indian	ADJ
emaj-228	271	5	stock	stock	NOUN
emaj-228	271	6	market	market	NOUN
emaj-228	271	7	prediction	prediction	NOUN
emaj-228	271	8	using	use	VERB
emaj-228	271	9	sensex	sensex	NOUN
emaj-228	271	10	and	and	CCONJ
emaj-228	271	11	nifty	nifty	ADJ
emaj-228	271	12	.	.	PUNCT
emaj-228	272	1	procedia	procedia	PROPN
emaj-228	272	2	computer	computer	NOUN
emaj-228	272	3	science	science	NOUN
emaj-228	272	4	.	.	PUNCT
emaj-228	273	1	70	70	NUM
emaj-228	273	2	,	,	PUNCT
emaj-228	273	3	85	85	NUM
emaj-228	273	4	-	-	SYM
emaj-228	273	5	91	91	NUM
emaj-228	273	6	.	.	PUNCT
emaj-228	274	1	https://doi.org/10.1016/j.procs.2015.10.043	https://doi.org/10.1016/j.procs.2015.10.043	NOUN
emaj-228	274	2	charan	charan	NOUN
emaj-228	274	3	,	,	PUNCT
emaj-228	274	4	a.	a.	NOUN
emaj-228	274	5	(	(	PUNCT
emaj-228	274	6	2015a	2015a	NUM
emaj-228	274	7	)	)	PUNCT
emaj-228	274	8	.	.	PUNCT
emaj-228	275	1	brand	brand	NOUN
emaj-228	275	2	and	and	CCONJ
emaj-228	275	3	brand	brand	NOUN
emaj-228	275	4	image	image	NOUN
emaj-228	275	5	.	.	PUNCT
emaj-228	276	1	marketing	marketing	NOUN
emaj-228	276	2	analytics	analytic	NOUN
emaj-228	276	3	,	,	PUNCT
emaj-228	276	4	3	3	NUM
emaj-228	276	5	-	-	SYM
emaj-228	276	6	22	22	NUM
emaj-228	276	7	,	,	PUNCT
emaj-228	276	8	https://doi.org/10.1142/	https://doi.org/10.1142/	PROPN
emaj-228	276	9	9789814641371_0001	9789814641371_0001	NUM
emaj-228	276	10	charan	charan	NOUN
emaj-228	276	11	,	,	PUNCT
emaj-228	276	12	a.	a.	NOUN
emaj-228	276	13	(	(	PUNCT
emaj-228	276	14	2015b	2015b	NUM
emaj-228	276	15	)	)	PUNCT
emaj-228	276	16	.	.	PUNCT
emaj-228	277	1	brand	brand	NOUN
emaj-228	277	2	equity	equity	PROPN
emaj-228	277	3	.	.	PUNCT
emaj-228	278	1	marketing	marketing	NOUN
emaj-228	278	2	analytics	analytic	NOUN
emaj-228	278	3	,	,	PUNCT
emaj-228	278	4	23	23	NUM
emaj-228	278	5	-	-	SYM
emaj-228	278	6	66	66	NUM
emaj-228	278	7	,	,	PUNCT
emaj-228	278	8	https://doi.org/10.1142/9789814641371_0002	https://doi.org/10.1142/9789814641371_0002	NOUN
emaj-228	278	9	culotta	culotta	PROPN
emaj-228	278	10	,	,	PUNCT
emaj-228	278	11	a.	a.	NOUN
emaj-228	278	12	,	,	PUNCT
emaj-228	278	13	cutler	cutler	NOUN
emaj-228	278	14	,	,	PUNCT
emaj-228	278	15	j.	j.	PROPN
emaj-228	278	16	(	(	PUNCT
emaj-228	278	17	2016	2016	NUM
emaj-228	278	18	)	)	PUNCT
emaj-228	278	19	.	.	PUNCT
emaj-228	279	1	mining	mining	NOUN
emaj-228	279	2	brand	brand	NOUN
emaj-228	279	3	perceptions	perception	NOUN
emaj-228	279	4	from	from	ADP
emaj-228	279	5	twitter	twitter	NOUN
emaj-228	279	6	social	social	ADJ
emaj-228	279	7	networks	network	NOUN
emaj-228	279	8	.	.	PUNCT
emaj-228	280	1	marketing	marketing	NOUN
emaj-228	280	2	science	science	NOUN
emaj-228	280	3	.	.	PUNCT
emaj-228	281	1	35	35	NUM
emaj-228	281	2	(	(	PUNCT
emaj-228	281	3	3	3	NUM
emaj-228	281	4	)	)	PUNCT
emaj-228	281	5	,	,	PUNCT
emaj-228	281	6	343	343	NUM
emaj-228	281	7	-	-	SYM
emaj-228	281	8	362	362	NUM
emaj-228	281	9	.	.	PUNCT
emaj-228	282	1	https://doi.org/10.1287/mksc.2015.0968	https://doi.org/10.1287/mksc.2015.0968	PROPN
emaj-228	282	2	lee	lee	PROPN
emaj-228	282	3	,	,	PUNCT
emaj-228	282	4	t.	t.	PROPN
emaj-228	282	5	y.	y.	PROPN
emaj-228	282	6	,	,	PUNCT
emaj-228	282	7	bradlow	bradlow	NOUN
emaj-228	282	8	,	,	PUNCT
emaj-228	282	9	e.t	e.t	PROPN
emaj-228	282	10	.	.	PROPN
emaj-228	282	11	(	(	PUNCT
emaj-228	282	12	2011	2011	NUM
emaj-228	282	13	)	)	PUNCT
emaj-228	282	14	.	.	PUNCT
emaj-228	283	1	automated	automate	VERB
emaj-228	283	2	marketing	marketing	NOUN
emaj-228	283	3	research	research	NOUN
emaj-228	283	4	using	use	VERB
emaj-228	283	5	online	online	ADJ
emaj-228	283	6	customer	customer	NOUN
emaj-228	283	7	reviews	review	NOUN
emaj-228	283	8	.	.	PUNCT
emaj-228	284	1	journal	journal	NOUN
emaj-228	284	2	of	of	ADP
emaj-228	284	3	marketing	marketing	NOUN
emaj-228	284	4	research	research	NOUN
emaj-228	284	5	.	.	PUNCT
emaj-228	285	1	https://doi.org/10.1509/jmkr.48.5.881	https://doi.org/10.1509/jmkr.48.5.881	PROPN
emaj-228	285	2	pournarakis	pournarakis	PROPN
emaj-228	285	3	,	,	PUNCT
emaj-228	285	4	d.	d.	PROPN
emaj-228	285	5	e.	e.	PROPN
emaj-228	285	6	,	,	PUNCT
emaj-228	285	7	sotiropoulos	sotiropoulo	NOUN
emaj-228	285	8	,	,	PUNCT
emaj-228	285	9	d.n	d.n	PROPN
emaj-228	285	10	.	.	PROPN
emaj-228	285	11	,	,	PUNCT
emaj-228	285	12	giaglis	giaglis	PROPN
emaj-228	285	13	g.m	g.m	PROPN
emaj-228	285	14	.	.	PUNCT
emaj-228	285	15	(	(	PUNCT
emaj-228	285	16	2017	2017	NUM
emaj-228	285	17	)	)	PUNCT
emaj-228	285	18	.	.	PUNCT
emaj-228	286	1	a	a	DET
emaj-228	286	2	computational	computational	ADJ
emaj-228	286	3	model	model	NOUN
emaj-228	286	4	for	for	ADP
emaj-228	286	5	mining	mining	NOUN
emaj-228	286	6	consumer	consumer	NOUN
emaj-228	286	7	perceptions	perception	NOUN
emaj-228	286	8	in	in	ADP
emaj-228	286	9	social	social	ADJ
emaj-228	286	10	media	medium	NOUN
emaj-228	286	11	.	.	PUNCT
emaj-228	287	1	decision	decision	NOUN
emaj-228	287	2	support	support	NOUN
emaj-228	287	3	systems	system	NOUN
emaj-228	287	4	.	.	PUNCT
emaj-228	288	1	vol.93	vol.93	ADJ
emaj-228	288	2	,	,	PUNCT
emaj-228	288	3	98	98	NUM
emaj-228	288	4	-	-	SYM
emaj-228	288	5	110	110	NUM
emaj-228	288	6	.	.	PUNCT
emaj-228	289	1	https://doi.org/10.1016/	https://doi.org/10.1016/	PROPN
emaj-228	289	2	j.dss.2016.09.018	j.dss.2016.09.018	PROPN
emaj-228	289	3	vidya	vidya	PROPN
emaj-228	289	4	,	,	PUNCT
emaj-228	289	5	n.a	n.a	PROPN
emaj-228	289	6	.	.	PROPN
emaj-228	289	7	,	,	PUNCT
emaj-228	289	8	fanany	fanany	PROPN
emaj-228	289	9	,	,	PUNCT
emaj-228	289	10	m.i	m.i	PROPN
emaj-228	289	11	.	.	PROPN
emaj-228	289	12	,	,	PUNCT
emaj-228	289	13	budi	budi	PROPN
emaj-228	289	14	,	,	PUNCT
emaj-228	289	15	i.	i.	PROPN
emaj-228	289	16	(	(	PUNCT
emaj-228	289	17	2015	2015	NUM
emaj-228	289	18	)	)	PUNCT
emaj-228	289	19	.	.	PUNCT
emaj-228	290	1	twitter	twitter	NOUN
emaj-228	290	2	sentiment	sentiment	NOUN
emaj-228	290	3	to	to	PART
emaj-228	290	4	analyze	analyze	VERB
emaj-228	290	5	net	net	ADJ
emaj-228	290	6	brand	brand	NOUN
emaj-228	290	7	reputation	reputation	NOUN
emaj-228	290	8	of	of	ADP
emaj-228	290	9	mobile	mobile	ADJ
emaj-228	290	10	phone	phone	NOUN
emaj-228	290	11	providers	provider	NOUN
emaj-228	290	12	.	.	PUNCT
emaj-228	291	1	procedia	procedia	PROPN
emaj-228	291	2	computer	computer	NOUN
emaj-228	291	3	science	science	NOUN
emaj-228	291	4	,	,	PUNCT
emaj-228	291	5	72	72	NUM
emaj-228	291	6	,	,	PUNCT
emaj-228	291	7	519	519	NUM
emaj-228	291	8	-	-	SYM
emaj-228	291	9	526	526	NUM
emaj-228	291	10	.	.	PUNCT
emaj-228	292	1	https://doi.org/10.1016/j.procs.2015.12.159	https://doi.org/10.1016/j.procs.2015.12.159	NOUN
emaj-228	292	2	appendix	appendix	NOUN
emaj-228	292	3	appendix	appendix	NOUN
emaj-228	292	4	i	i	PRON
emaj-228	292	5	table	table	VERB
emaj-228	292	6	6	6	NUM
emaj-228	292	7	:	:	PUNCT
emaj-228	292	8	data	datum	NOUN
emaj-228	292	9	set	set	VERB
emaj-228	292	10	sample	sample	NOUN
emaj-228	292	11	questions	question	NOUN
emaj-228	292	12	asked	ask	VERB
emaj-228	292	13	to	to	ADP
emaj-228	292	14	the	the	DET
emaj-228	292	15	participants	participant	NOUN
emaj-228	292	16	during	during	ADP
emaj-228	292	17	the	the	DET
emaj-228	292	18	focus	focus	NOUN
emaj-228	292	19	group	group	NOUN
emaj-228	292	20	discussion	discussion	NOUN
emaj-228	292	21	are	be	AUX
emaj-228	292	22	shown	show	VERB
emaj-228	292	23	below	below	ADP
emaj-228	292	24	:	:	PUNCT
emaj-228	292	25	1can	1can	NUM
emaj-228	292	26	you	you	PRON
emaj-228	292	27	tell	tell	VERB
emaj-228	292	28	us	we	PRON
emaj-228	292	29	a	a	DET
emaj-228	292	30	little	little	ADJ
emaj-228	292	31	bit	bit	NOUN
emaj-228	292	32	about	about	ADP
emaj-228	292	33	yourself	yourself	PRON
emaj-228	292	34	?	?	PUNCT
emaj-228	293	1	2if	2if	NOUN
emaj-228	293	2	you	you	PRON
emaj-228	293	3	purchase	purchase	VERB
emaj-228	293	4	a	a	DET
emaj-228	293	5	phone	phone	NOUN
emaj-228	293	6	,	,	PUNCT
emaj-228	293	7	which	which	DET
emaj-228	293	8	brand	brand	NOUN
emaj-228	293	9	would	would	AUX
emaj-228	293	10	you	you	PRON
emaj-228	293	11	prefer	prefer	VERB
emaj-228	293	12	?	?	PUNCT
emaj-228	294	1	3have	3have	NUM
emaj-228	294	2	you	you	PRON
emaj-228	294	3	ever	ever	ADV
emaj-228	294	4	used	use	VERB
emaj-228	294	5	any	any	DET
emaj-228	294	6	a	a	DET
emaj-228	294	7	model	model	NOUN
emaj-228	294	8	of	of	ADP
emaj-228	294	9	iphone	iphone	NOUN
emaj-228	294	10	?	?	PUNCT
emaj-228	295	1	4what	4what	PRON
emaj-228	295	2	do	do	AUX
emaj-228	295	3	you	you	PRON
emaj-228	295	4	think	think	VERB
emaj-228	295	5	of	of	ADP
emaj-228	295	6	iphone	iphone	NOUN
emaj-228	295	7	?	?	PUNCT
emaj-228	296	1	5what	5what	PRON
emaj-228	296	2	is	be	AUX
emaj-228	296	3	your	your	PRON
emaj-228	296	4	favorite	favorite	ADJ
emaj-228	296	5	feature	feature	NOUN
emaj-228	296	6	of	of	ADP
emaj-228	296	7	iphone	iphone	NOUN
emaj-228	296	8	?	?	PUNCT
emaj-228	297	1	6if	6if	NOUN
emaj-228	298	1	the	the	DET
emaj-228	298	2	iphone	iphone	NOUN
emaj-228	298	3	was	be	AUX
emaj-228	298	4	a	a	DET
emaj-228	298	5	human	human	NOUN
emaj-228	298	6	,	,	PUNCT
emaj-228	298	7	how	how	SCONJ
emaj-228	298	8	would	would	AUX
emaj-228	298	9	you	you	PRON
emaj-228	298	10	describe	describe	VERB
emaj-228	298	11	it	it	PRON
emaj-228	298	12	?	?	PUNCT
emaj-228	299	1	7if	7if	ADJ
emaj-228	299	2	you	you	PRON
emaj-228	299	3	want	want	VERB
emaj-228	299	4	to	to	PART
emaj-228	299	5	purchase	purchase	VERB
emaj-228	299	6	an	an	DET
emaj-228	299	7	iphone	iphone	NOUN
emaj-228	299	8	,	,	PUNCT
emaj-228	299	9	what	what	DET
emaj-228	299	10	feature	feature	NOUN
emaj-228	299	11	do	do	AUX
emaj-228	299	12	you	you	PRON
emaj-228	299	13	care	care	VERB
emaj-228	299	14	about	about	ADP
emaj-228	299	15	the	the	DET
emaj-228	299	16	most	most	ADJ
emaj-228	299	17	?	?	PUNCT
emaj-228	300	1	8why	8why	SCONJ
emaj-228	300	2	do	do	AUX
emaj-228	300	3	you	you	PRON
emaj-228	300	4	think	think	VERB
emaj-228	300	5	other	other	ADJ
emaj-228	300	6	people	people	NOUN
emaj-228	300	7	prefer	prefer	VERB
emaj-228	300	8	iphone	iphone	NOUN
emaj-228	300	9	?	?	PUNCT
emaj-228	301	1	9would	9would	AUX
emaj-228	301	2	you	you	PRON
emaj-228	301	3	like	like	VERB
emaj-228	301	4	to	to	PART
emaj-228	301	5	add	add	VERB
emaj-228	301	6	something	something	PRON
emaj-228	301	7	?	?	PUNCT