id	sid	tid	token	lemma	pos
ajis02-1552	1	1	paper	paper	NOUN
ajis02-1552	1	2	title	title	NOUN
ajis02-1552	1	3	(	(	PUNCT
ajis02-1552	1	4	paper	paper	NOUN
ajis02-1552	1	5	title	title	NOUN
ajis02-1552	1	6	style	style	NOUN
ajis02-1552	1	7	)	)	PUNCT
ajis02-1552	1	8	australasian	australasian	ADJ
ajis02-1552	1	9	journal	journal	NOUN
ajis02-1552	1	10	of	of	ADP
ajis02-1552	1	11	information	information	NOUN
ajis02-1552	1	12	systems	systems	PROPN
ajis02-1552	1	13	hamzehei	hamzehei	PROPN
ajis02-1552	1	14	,	,	PUNCT
ajis02-1552	1	15	jiang	jiang	PROPN
ajis02-1552	1	16	,	,	PUNCT
ajis02-1552	1	17	koutra	koutra	PROPN
ajis02-1552	1	18	,	,	PUNCT
ajis02-1552	1	19	wong	wong	PROPN
ajis02-1552	1	20	&	&	CCONJ
ajis02-1552	1	21	chen	chen	PROPN
ajis02-1552	1	22	2017	2017	NUM
ajis02-1552	1	23	,	,	PUNCT
ajis02-1552	1	24	vol	vol	NOUN
ajis02-1552	1	25	21	21	NUM
ajis02-1552	1	26	,	,	PUNCT
ajis02-1552	1	27	selected	select	VERB
ajis02-1552	1	28	papers	paper	NOUN
ajis02-1552	1	29	from	from	ADP
ajis02-1552	1	30	ausdm	ausdm	NOUN
ajis02-1552	1	31	topic	topic	NOUN
ajis02-1552	1	32	-	-	PUNCT
ajis02-1552	1	33	based	base	VERB
ajis02-1552	1	34	social	social	ADJ
ajis02-1552	1	35	influence	influence	NOUN
ajis02-1552	1	36	measurement	measurement	NOUN
ajis02-1552	1	37	1	1	NUM
ajis02-1552	1	38	topic	topic	NOUN
ajis02-1552	1	39	-	-	PUNCT
ajis02-1552	1	40	based	base	VERB
ajis02-1552	1	41	social	social	ADJ
ajis02-1552	1	42	influence	influence	NOUN
ajis02-1552	1	43	measurement	measurement	NOUN
ajis02-1552	1	44	for	for	ADP
ajis02-1552	1	45	social	social	ADJ
ajis02-1552	1	46	networks1	networks1	NOUN
ajis02-1552	1	47	asso	asso	PROPN
ajis02-1552	1	48	hamzehei	hamzehei	PROPN
ajis02-1552	1	49	university	university	PROPN
ajis02-1552	1	50	of	of	ADP
ajis02-1552	1	51	new	new	ADJ
ajis02-1552	1	52	south	south	PROPN
ajis02-1552	1	53	wales	wales	PROPN
ajis02-1552	1	54	assoh@cse.unsw.edu.au	assoh@cse.unsw.edu.au	PROPN
ajis02-1552	1	55	shanqing	shanqe	VERB
ajis02-1552	1	56	jiang	jiang	PROPN
ajis02-1552	1	57	university	university	PROPN
ajis02-1552	1	58	of	of	ADP
ajis02-1552	1	59	new	new	PROPN
ajis02-1552	1	60	south	south	PROPN
ajis02-1552	1	61	wales	wales	PROPN
ajis02-1552	1	62	danai	danai	VERB
ajis02-1552	1	63	koutra	koutra	PROPN
ajis02-1552	1	64	university	university	PROPN
ajis02-1552	1	65	of	of	ADP
ajis02-1552	1	66	michigan	michigan	PROPN
ajis02-1552	1	67	raymond	raymond	PROPN
ajis02-1552	1	68	wong	wong	PROPN
ajis02-1552	1	69	university	university	PROPN
ajis02-1552	1	70	of	of	ADP
ajis02-1552	1	71	new	new	PROPN
ajis02-1552	1	72	south	south	PROPN
ajis02-1552	1	73	wales	wales	PROPN
ajis02-1552	1	74	fang	fang	PROPN
ajis02-1552	1	75	chen	chen	PROPN
ajis02-1552	1	76	university	university	PROPN
ajis02-1552	1	77	of	of	ADP
ajis02-1552	1	78	new	new	PROPN
ajis02-1552	1	79	south	south	PROPN
ajis02-1552	1	80	wales	wales	PROPN
ajis02-1552	1	81	abstract	abstract	ADJ
ajis02-1552	1	82	social	social	ADJ
ajis02-1552	1	83	science	science	NOUN
ajis02-1552	1	84	studies	study	NOUN
ajis02-1552	1	85	have	have	AUX
ajis02-1552	1	86	acknowledged	acknowledge	VERB
ajis02-1552	1	87	that	that	SCONJ
ajis02-1552	1	88	the	the	DET
ajis02-1552	1	89	social	social	ADJ
ajis02-1552	1	90	influence	influence	NOUN
ajis02-1552	1	91	of	of	ADP
ajis02-1552	1	92	individuals	individual	NOUN
ajis02-1552	1	93	is	be	AUX
ajis02-1552	1	94	not	not	PART
ajis02-1552	1	95	identical	identical	ADJ
ajis02-1552	1	96	.	.	PUNCT
ajis02-1552	2	1	social	social	ADJ
ajis02-1552	2	2	networks	network	NOUN
ajis02-1552	2	3	structure	structure	NOUN
ajis02-1552	2	4	and	and	CCONJ
ajis02-1552	2	5	shared	share	VERB
ajis02-1552	2	6	text	text	NOUN
ajis02-1552	2	7	can	can	AUX
ajis02-1552	2	8	reveal	reveal	VERB
ajis02-1552	2	9	immense	immense	ADJ
ajis02-1552	2	10	information	information	NOUN
ajis02-1552	2	11	about	about	ADP
ajis02-1552	2	12	users	user	NOUN
ajis02-1552	2	13	,	,	PUNCT
ajis02-1552	2	14	their	their	PRON
ajis02-1552	2	15	interests	interest	NOUN
ajis02-1552	2	16	,	,	PUNCT
ajis02-1552	2	17	and	and	CCONJ
ajis02-1552	2	18	topic	topic	NOUN
ajis02-1552	2	19	-	-	PUNCT
ajis02-1552	2	20	based	base	VERB
ajis02-1552	2	21	influence	influence	NOUN
ajis02-1552	2	22	.	.	PUNCT
ajis02-1552	3	1	although	although	SCONJ
ajis02-1552	3	2	some	some	DET
ajis02-1552	3	3	studies	study	NOUN
ajis02-1552	3	4	have	have	AUX
ajis02-1552	3	5	considered	consider	VERB
ajis02-1552	3	6	measuring	measure	VERB
ajis02-1552	3	7	user	user	NOUN
ajis02-1552	3	8	influence	influence	NOUN
ajis02-1552	3	9	,	,	PUNCT
ajis02-1552	3	10	less	less	ADJ
ajis02-1552	3	11	has	have	AUX
ajis02-1552	3	12	been	be	AUX
ajis02-1552	3	13	on	on	ADP
ajis02-1552	3	14	measuring	measure	VERB
ajis02-1552	3	15	and	and	CCONJ
ajis02-1552	3	16	estimating	estimate	VERB
ajis02-1552	3	17	topic	topic	NOUN
ajis02-1552	3	18	-	-	PUNCT
ajis02-1552	3	19	based	base	VERB
ajis02-1552	3	20	user	user	NOUN
ajis02-1552	3	21	influence	influence	NOUN
ajis02-1552	3	22	.	.	PUNCT
ajis02-1552	4	1	in	in	ADP
ajis02-1552	4	2	this	this	DET
ajis02-1552	4	3	paper	paper	NOUN
ajis02-1552	4	4	,	,	PUNCT
ajis02-1552	4	5	we	we	PRON
ajis02-1552	4	6	propose	propose	VERB
ajis02-1552	4	7	an	an	DET
ajis02-1552	4	8	approach	approach	NOUN
ajis02-1552	4	9	that	that	PRON
ajis02-1552	4	10	incorporates	incorporate	VERB
ajis02-1552	4	11	network	network	NOUN
ajis02-1552	4	12	structure	structure	NOUN
ajis02-1552	4	13	,	,	PUNCT
ajis02-1552	4	14	usergenerated	usergenerated	ADJ
ajis02-1552	4	15	content	content	NOUN
ajis02-1552	4	16	for	for	ADP
ajis02-1552	4	17	topic	topic	NOUN
ajis02-1552	4	18	-	-	PUNCT
ajis02-1552	4	19	based	base	VERB
ajis02-1552	4	20	influence	influence	NOUN
ajis02-1552	4	21	measurement	measurement	NOUN
ajis02-1552	4	22	,	,	PUNCT
ajis02-1552	4	23	and	and	CCONJ
ajis02-1552	4	24	user	user	NOUN
ajis02-1552	4	25	’s	’s	PART
ajis02-1552	4	26	interactions	interaction	NOUN
ajis02-1552	4	27	in	in	ADP
ajis02-1552	4	28	the	the	DET
ajis02-1552	4	29	network	network	NOUN
ajis02-1552	4	30	.	.	PUNCT
ajis02-1552	5	1	we	we	PRON
ajis02-1552	5	2	perform	perform	VERB
ajis02-1552	5	3	experimental	experimental	ADJ
ajis02-1552	5	4	analysis	analysis	NOUN
ajis02-1552	5	5	on	on	ADP
ajis02-1552	5	6	twitter	twitter	NOUN
ajis02-1552	5	7	data	datum	NOUN
ajis02-1552	5	8	and	and	CCONJ
ajis02-1552	5	9	show	show	VERB
ajis02-1552	5	10	that	that	SCONJ
ajis02-1552	5	11	our	our	PRON
ajis02-1552	5	12	proposed	propose	VERB
ajis02-1552	5	13	approach	approach	NOUN
ajis02-1552	5	14	can	can	AUX
ajis02-1552	5	15	effectively	effectively	ADV
ajis02-1552	5	16	measure	measure	VERB
ajis02-1552	5	17	topic	topic	NOUN
ajis02-1552	5	18	-	-	PUNCT
ajis02-1552	5	19	based	base	VERB
ajis02-1552	5	20	user	user	NOUN
ajis02-1552	5	21	influence	influence	NOUN
ajis02-1552	5	22	.	.	PUNCT
ajis02-1552	6	1	keywords	keyword	NOUN
ajis02-1552	6	2	:	:	PUNCT
ajis02-1552	6	3	topic	topic	NOUN
ajis02-1552	6	4	-	-	PUNCT
ajis02-1552	6	5	based	base	VERB
ajis02-1552	6	6	social	social	ADJ
ajis02-1552	6	7	influence	influence	NOUN
ajis02-1552	6	8	,	,	PUNCT
ajis02-1552	6	9	social	social	ADJ
ajis02-1552	6	10	networks	network	NOUN
ajis02-1552	6	11	analysis	analysis	NOUN
ajis02-1552	6	12	,	,	PUNCT
ajis02-1552	6	13	influence	influence	NOUN
ajis02-1552	6	14	measurement	measurement	NOUN
ajis02-1552	6	15	1	1	NUM
ajis02-1552	6	16	introduction	introduction	NOUN
ajis02-1552	6	17	although	although	SCONJ
ajis02-1552	6	18	social	social	ADJ
ajis02-1552	6	19	influence	influence	NOUN
ajis02-1552	6	20	has	have	AUX
ajis02-1552	6	21	been	be	AUX
ajis02-1552	6	22	an	an	DET
ajis02-1552	6	23	area	area	NOUN
ajis02-1552	6	24	of	of	ADP
ajis02-1552	6	25	interest	interest	NOUN
ajis02-1552	6	26	for	for	ADP
ajis02-1552	6	27	researchers	researcher	NOUN
ajis02-1552	6	28	in	in	ADP
ajis02-1552	6	29	sociology	sociology	NOUN
ajis02-1552	6	30	and	and	CCONJ
ajis02-1552	6	31	more	more	ADV
ajis02-1552	6	32	recently	recently	ADV
ajis02-1552	6	33	in	in	ADP
ajis02-1552	6	34	computer	computer	NOUN
ajis02-1552	6	35	science	science	NOUN
ajis02-1552	6	36	,	,	PUNCT
ajis02-1552	6	37	still	still	ADV
ajis02-1552	6	38	there	there	PRON
ajis02-1552	6	39	is	be	VERB
ajis02-1552	6	40	no	no	DET
ajis02-1552	6	41	agreement	agreement	NOUN
ajis02-1552	6	42	on	on	ADP
ajis02-1552	6	43	its	its	PRON
ajis02-1552	6	44	definition	definition	NOUN
ajis02-1552	6	45	.	.	PUNCT
ajis02-1552	7	1	a	a	DET
ajis02-1552	7	2	very	very	ADV
ajis02-1552	7	3	early	early	ADJ
ajis02-1552	7	4	definition	definition	NOUN
ajis02-1552	7	5	for	for	ADP
ajis02-1552	7	6	influential	influential	ADJ
ajis02-1552	7	7	people	people	NOUN
ajis02-1552	7	8	is	be	AUX
ajis02-1552	7	9	“	"	PUNCT
ajis02-1552	7	10	individuals	individual	NOUN
ajis02-1552	7	11	who	who	PRON
ajis02-1552	7	12	were	be	AUX
ajis02-1552	7	13	likely	likely	ADJ
ajis02-1552	7	14	to	to	PART
ajis02-1552	7	15	influence	influence	VERB
ajis02-1552	7	16	other	other	ADJ
ajis02-1552	7	17	persons	person	NOUN
ajis02-1552	7	18	in	in	ADP
ajis02-1552	7	19	their	their	PRON
ajis02-1552	7	20	immediate	immediate	ADJ
ajis02-1552	7	21	environment	environment	NOUN
ajis02-1552	7	22	”	"	PUNCT
ajis02-1552	7	23	(	(	PUNCT
ajis02-1552	7	24	katz	katz	PROPN
ajis02-1552	7	25	1957	1957	NUM
ajis02-1552	7	26	)	)	PUNCT
ajis02-1552	7	27	.	.	PUNCT
ajis02-1552	8	1	social	social	ADJ
ajis02-1552	8	2	influence	influence	NOUN
ajis02-1552	8	3	has	have	AUX
ajis02-1552	8	4	either	either	ADV
ajis02-1552	8	5	been	be	AUX
ajis02-1552	8	6	studied	study	VERB
ajis02-1552	8	7	to	to	PART
ajis02-1552	8	8	identify	identify	VERB
ajis02-1552	8	9	influential	influential	ADJ
ajis02-1552	8	10	users	user	NOUN
ajis02-1552	8	11	(	(	PUNCT
ajis02-1552	8	12	opinion	opinion	NOUN
ajis02-1552	8	13	leaders	leader	NOUN
ajis02-1552	8	14	or	or	CCONJ
ajis02-1552	8	15	authorities	authority	NOUN
ajis02-1552	8	16	)	)	PUNCT
ajis02-1552	8	17	,	,	PUNCT
ajis02-1552	8	18	topical	topical	ADJ
ajis02-1552	8	19	or	or	CCONJ
ajis02-1552	8	20	topic	topic	NOUN
ajis02-1552	8	21	-	-	PUNCT
ajis02-1552	8	22	based	base	VERB
ajis02-1552	8	23	influential	influential	ADJ
ajis02-1552	8	24	users	user	NOUN
ajis02-1552	8	25	(	(	PUNCT
ajis02-1552	8	26	riquelme	riquelme	PROPN
ajis02-1552	8	27	2015	2015	NUM
ajis02-1552	8	28	)	)	PUNCT
ajis02-1552	8	29	.	.	PUNCT
ajis02-1552	9	1	social	social	ADJ
ajis02-1552	9	2	science	science	NOUN
ajis02-1552	9	3	studies	study	NOUN
ajis02-1552	9	4	,	,	PUNCT
ajis02-1552	9	5	e.g.	e.g.	ADV
ajis02-1552	9	6	(	(	PUNCT
ajis02-1552	9	7	katz	katz	PROPN
ajis02-1552	9	8	and	and	CCONJ
ajis02-1552	9	9	lazarsfeld	lazarsfeld	VERB
ajis02-1552	9	10	1955	1955	NUM
ajis02-1552	9	11	)	)	PUNCT
ajis02-1552	9	12	,	,	PUNCT
ajis02-1552	9	13	have	have	AUX
ajis02-1552	9	14	acknowledged	acknowledge	VERB
ajis02-1552	9	15	the	the	DET
ajis02-1552	9	16	fact	fact	NOUN
ajis02-1552	9	17	that	that	SCONJ
ajis02-1552	9	18	the	the	DET
ajis02-1552	9	19	social	social	ADJ
ajis02-1552	9	20	influence	influence	NOUN
ajis02-1552	9	21	of	of	ADP
ajis02-1552	9	22	individuals	individual	NOUN
ajis02-1552	9	23	is	be	AUX
ajis02-1552	9	24	not	not	PART
ajis02-1552	9	25	identical	identical	ADJ
ajis02-1552	9	26	.	.	PUNCT
ajis02-1552	10	1	katz	katz	PROPN
ajis02-1552	10	2	(	(	PUNCT
ajis02-1552	10	3	1957	1957	NUM
ajis02-1552	10	4	)	)	PUNCT
ajis02-1552	10	5	introduced	introduce	VERB
ajis02-1552	10	6	three	three	NUM
ajis02-1552	10	7	main	main	ADJ
ajis02-1552	10	8	factors	factor	NOUN
ajis02-1552	10	9	that	that	PRON
ajis02-1552	10	10	are	be	AUX
ajis02-1552	10	11	related	relate	VERB
ajis02-1552	10	12	to	to	ADP
ajis02-1552	10	13	an	an	DET
ajis02-1552	10	14	individual	individual	NOUN
ajis02-1552	10	15	’s	’s	PART
ajis02-1552	10	16	social	social	ADJ
ajis02-1552	10	17	influence	influence	NOUN
ajis02-1552	10	18	such	such	ADJ
ajis02-1552	10	19	as	as	ADP
ajis02-1552	10	20	:	:	PUNCT
ajis02-1552	10	21	who	who	PRON
ajis02-1552	10	22	one	one	NOUN
ajis02-1552	10	23	is	be	AUX
ajis02-1552	10	24	,	,	PUNCT
ajis02-1552	10	25	what	what	PRON
ajis02-1552	10	26	one	one	PRON
ajis02-1552	10	27	knows	know	VERB
ajis02-1552	10	28	,	,	PUNCT
ajis02-1552	10	29	and	and	CCONJ
ajis02-1552	10	30	whom	whom	PRON
ajis02-1552	10	31	one	one	PRON
ajis02-1552	10	32	knows	know	VERB
ajis02-1552	10	33	.	.	PUNCT
ajis02-1552	11	1	the	the	DET
ajis02-1552	11	2	individual	individual	NOUN
ajis02-1552	11	3	’s	’s	PART
ajis02-1552	11	4	social	social	ADJ
ajis02-1552	11	5	influence	influence	NOUN
ajis02-1552	11	6	can	can	AUX
ajis02-1552	11	7	be	be	AUX
ajis02-1552	11	8	much	much	ADV
ajis02-1552	11	9	more	more	ADV
ajis02-1552	11	10	easily	easily	ADV
ajis02-1552	11	11	observed	observe	VERB
ajis02-1552	11	12	on	on	ADP
ajis02-1552	11	13	social	social	ADJ
ajis02-1552	11	14	media	medium	NOUN
ajis02-1552	11	15	while	while	SCONJ
ajis02-1552	11	16	it	it	PRON
ajis02-1552	11	17	is	be	AUX
ajis02-1552	11	18	confirmed	confirm	VERB
ajis02-1552	11	19	that	that	SCONJ
ajis02-1552	11	20	the	the	DET
ajis02-1552	11	21	social	social	ADJ
ajis02-1552	11	22	influence	influence	NOUN
ajis02-1552	11	23	factors	factor	NOUN
ajis02-1552	11	24	are	be	AUX
ajis02-1552	11	25	similar	similar	ADJ
ajis02-1552	11	26	in	in	ADP
ajis02-1552	11	27	social	social	ADJ
ajis02-1552	11	28	networks	network	NOUN
ajis02-1552	11	29	to	to	ADP
ajis02-1552	11	30	those	those	PRON
ajis02-1552	11	31	in	in	ADP
ajis02-1552	11	32	the	the	DET
ajis02-1552	11	33	real	real	ADJ
ajis02-1552	11	34	society	society	NOUN
ajis02-1552	11	35	(	(	PUNCT
ajis02-1552	11	36	eccleston	eccleston	NOUN
ajis02-1552	11	37	and	and	CCONJ
ajis02-1552	11	38	griseri	griseri	PROPN
ajis02-1552	11	39	2008	2008	NUM
ajis02-1552	11	40	,	,	PUNCT
ajis02-1552	11	41	libai	libai	NOUN
ajis02-1552	11	42	,	,	PUNCT
ajis02-1552	11	43	bolton	bolton	PROPN
ajis02-1552	11	44	et	et	PROPN
ajis02-1552	11	45	al	al	PROPN
ajis02-1552	11	46	.	.	PROPN
ajis02-1552	11	47	2010	2010	NUM
ajis02-1552	11	48	)	)	PUNCT
ajis02-1552	11	49	.	.	PUNCT
ajis02-1552	12	1	for	for	ADP
ajis02-1552	12	2	example	example	NOUN
ajis02-1552	12	3	,	,	PUNCT
ajis02-1552	12	4	eirinaki	eirinaki	PROPN
ajis02-1552	12	5	,	,	PUNCT
ajis02-1552	12	6	monga	monga	PROPN
ajis02-1552	12	7	et	et	PROPN
ajis02-1552	12	8	al	al	PROPN
ajis02-1552	12	9	.	.	PROPN
ajis02-1552	13	1	(	(	PUNCT
ajis02-1552	13	2	2012	2012	NUM
ajis02-1552	13	3	)	)	PUNCT
ajis02-1552	13	4	introduced	introduce	VERB
ajis02-1552	13	5	two	two	NUM
ajis02-1552	13	6	factors	factor	NOUN
ajis02-1552	13	7	(	(	PUNCT
ajis02-1552	13	8	popularity	popularity	NOUN
ajis02-1552	13	9	and	and	CCONJ
ajis02-1552	13	10	activity	activity	NOUN
ajis02-1552	13	11	)	)	PUNCT
ajis02-1552	13	12	as	as	ADP
ajis02-1552	13	13	factors	factor	NOUN
ajis02-1552	13	14	related	relate	VERB
ajis02-1552	13	15	to	to	ADP
ajis02-1552	13	16	social	social	ADJ
ajis02-1552	13	17	influence	influence	NOUN
ajis02-1552	13	18	on	on	ADP
ajis02-1552	13	19	online	online	ADJ
ajis02-1552	13	20	social	social	ADJ
ajis02-1552	13	21	networks	network	NOUN
ajis02-1552	13	22	(	(	PUNCT
ajis02-1552	13	23	osn	osn	NOUN
ajis02-1552	13	24	)	)	PUNCT
ajis02-1552	13	25	.	.	PUNCT
ajis02-1552	14	1	one	one	NUM
ajis02-1552	14	2	of	of	ADP
ajis02-1552	14	3	the	the	DET
ajis02-1552	14	4	main	main	ADJ
ajis02-1552	14	5	measures	measure	NOUN
ajis02-1552	14	6	studied	study	VERB
ajis02-1552	14	7	for	for	ADP
ajis02-1552	14	8	influence	influence	NOUN
ajis02-1552	14	9	is	be	AUX
ajis02-1552	14	10	information	information	NOUN
ajis02-1552	14	11	diffusion	diffusion	NOUN
ajis02-1552	14	12	,	,	PUNCT
ajis02-1552	14	13	which	which	PRON
ajis02-1552	14	14	measures	measure	VERB
ajis02-1552	14	15	how	how	SCONJ
ajis02-1552	14	16	important	important	ADJ
ajis02-1552	14	17	a	a	DET
ajis02-1552	14	18	user	user	NOUN
ajis02-1552	14	19	is	be	AUX
ajis02-1552	14	20	in	in	ADP
ajis02-1552	14	21	spreading	spread	VERB
ajis02-1552	14	22	information	information	NOUN
ajis02-1552	14	23	in	in	ADP
ajis02-1552	14	24	the	the	DET
ajis02-1552	14	25	network	network	NOUN
ajis02-1552	14	26	.	.	PUNCT
ajis02-1552	15	1	this	this	PRON
ajis02-1552	15	2	is	be	AUX
ajis02-1552	15	3	equivalent	equivalent	ADJ
ajis02-1552	15	4	to	to	PART
ajis02-1552	15	5	identify	identify	VERB
ajis02-1552	15	6	central	central	ADJ
ajis02-1552	15	7	and	and	CCONJ
ajis02-1552	15	8	hub	hub	NOUN
ajis02-1552	15	9	nodes	node	NOUN
ajis02-1552	15	10	in	in	ADP
ajis02-1552	15	11	the	the	DET
ajis02-1552	15	12	network	network	NOUN
ajis02-1552	15	13	(	(	PUNCT
ajis02-1552	15	14	hajian	hajian	ADJ
ajis02-1552	15	15	and	and	CCONJ
ajis02-1552	15	16	white	white	ADJ
ajis02-1552	15	17	2011	2011	NUM
ajis02-1552	15	18	,	,	PUNCT
ajis02-1552	15	19	jin	jin	NOUN
ajis02-1552	15	20	and	and	CCONJ
ajis02-1552	15	21	wang	wang	PROPN
ajis02-1552	15	22	2013	2013	NUM
ajis02-1552	15	23	)	)	PUNCT
ajis02-1552	15	24	.	.	PUNCT
ajis02-1552	16	1	opinion	opinion	NOUN
ajis02-1552	16	2	leaders	leader	NOUN
ajis02-1552	16	3	and	and	CCONJ
ajis02-1552	16	4	discussion	discussion	NOUN
ajis02-1552	16	5	starters	starter	NOUN
ajis02-1552	16	6	also	also	ADV
ajis02-1552	16	7	have	have	AUX
ajis02-1552	16	8	been	be	AUX
ajis02-1552	16	9	studied	study	VERB
ajis02-1552	16	10	as	as	ADP
ajis02-1552	16	11	a	a	DET
ajis02-1552	16	12	measure	measure	NOUN
ajis02-1552	16	13	of	of	ADP
ajis02-1552	16	14	social	social	ADJ
ajis02-1552	16	15	influence	influence	NOUN
ajis02-1552	16	16	(	(	PUNCT
ajis02-1552	16	17	jabeur	jabeur	PROPN
ajis02-1552	16	18	,	,	PUNCT
ajis02-1552	16	19	tamine	tamine	PROPN
ajis02-1552	16	20	et	et	PROPN
ajis02-1552	16	21	al	al	PROPN
ajis02-1552	16	22	.	.	PROPN
ajis02-1552	16	23	2012	2012	NUM
ajis02-1552	16	24	)	)	PUNCT
ajis02-1552	16	25	.	.	PUNCT
ajis02-1552	17	1	a	a	DET
ajis02-1552	17	2	user	user	NOUN
ajis02-1552	17	3	’s	’s	PART
ajis02-1552	17	4	position	position	NOUN
ajis02-1552	17	5	in	in	ADP
ajis02-1552	17	6	the	the	DET
ajis02-1552	17	7	network	network	NOUN
ajis02-1552	17	8	(	(	PUNCT
ajis02-1552	17	9	jin	jin	NOUN
ajis02-1552	17	10	and	and	CCONJ
ajis02-1552	17	11	wang	wang	PROPN
ajis02-1552	17	12	2013	2013	NUM
ajis02-1552	17	13	)	)	PUNCT
ajis02-1552	17	14	,	,	PUNCT
ajis02-1552	17	15	content	content	NOUN
ajis02-1552	17	16	(	(	PUNCT
ajis02-1552	17	17	hu	hu	PROPN
ajis02-1552	17	18	,	,	PUNCT
ajis02-1552	17	19	fang	fang	PROPN
ajis02-1552	17	20	et	et	PROPN
ajis02-1552	17	21	al	al	PROPN
ajis02-1552	17	22	.	.	PROPN
ajis02-1552	17	23	2013	2013	NUM
ajis02-1552	17	24	)	)	PUNCT
ajis02-1552	17	25	,	,	PUNCT
ajis02-1552	17	26	and	and	CCONJ
ajis02-1552	17	27	activities	activity	NOUN
ajis02-1552	17	28	(	(	PUNCT
ajis02-1552	17	29	pal	pal	NOUN
ajis02-1552	17	30	and	and	CCONJ
ajis02-1552	17	31	counts	count	NOUN
ajis02-1552	17	32	2011	2011	NUM
ajis02-1552	17	33	)	)	PUNCT
ajis02-1552	17	34	have	have	AUX
ajis02-1552	17	35	been	be	AUX
ajis02-1552	17	36	also	also	ADV
ajis02-1552	17	37	studied	study	VERB
ajis02-1552	17	38	as	as	ADP
ajis02-1552	17	39	influence	influence	NOUN
ajis02-1552	17	40	measures	measure	NOUN
ajis02-1552	17	41	.	.	PUNCT
ajis02-1552	18	1	1	1	NUM
ajis02-1552	18	2	an	an	DET
ajis02-1552	18	3	earlier	early	ADJ
ajis02-1552	18	4	version	version	NOUN
ajis02-1552	18	5	,	,	PUNCT
ajis02-1552	18	6	(	(	PUNCT
ajis02-1552	18	7	hamzehei	hamzehei	VERB
ajis02-1552	18	8	et	et	PROPN
ajis02-1552	18	9	al	al	PROPN
ajis02-1552	18	10	.	.	PROPN
ajis02-1552	18	11	2016	2016	NUM
ajis02-1552	18	12	)	)	PUNCT
ajis02-1552	18	13	,	,	PUNCT
ajis02-1552	18	14	of	of	ADP
ajis02-1552	18	15	this	this	DET
ajis02-1552	18	16	work	work	NOUN
ajis02-1552	18	17	is	be	AUX
ajis02-1552	18	18	presented	present	VERB
ajis02-1552	18	19	at	at	ADP
ajis02-1552	18	20	ausdm16	ausdm16	NOUN
ajis02-1552	18	21	.	.	PUNCT
ajis02-1552	19	1	australasian	australasian	ADJ
ajis02-1552	19	2	journal	journal	NOUN
ajis02-1552	19	3	of	of	ADP
ajis02-1552	19	4	information	information	NOUN
ajis02-1552	19	5	systems	systems	PROPN
ajis02-1552	19	6	hamzehei	hamzehei	PROPN
ajis02-1552	19	7	,	,	PUNCT
ajis02-1552	19	8	jiang	jiang	PROPN
ajis02-1552	19	9	,	,	PUNCT
ajis02-1552	19	10	koutra	koutra	PROPN
ajis02-1552	19	11	,	,	PUNCT
ajis02-1552	19	12	wong	wong	PROPN
ajis02-1552	19	13	&	&	CCONJ
ajis02-1552	19	14	chen	chen	PROPN
ajis02-1552	19	15	2017	2017	NUM
ajis02-1552	19	16	,	,	PUNCT
ajis02-1552	19	17	vol	vol	NOUN
ajis02-1552	19	18	21	21	NUM
ajis02-1552	19	19	,	,	PUNCT
ajis02-1552	19	20	selected	select	VERB
ajis02-1552	19	21	papers	paper	NOUN
ajis02-1552	19	22	from	from	ADP
ajis02-1552	19	23	ausdm	ausdm	NOUN
ajis02-1552	19	24	topic	topic	NOUN
ajis02-1552	19	25	-	-	PUNCT
ajis02-1552	19	26	based	base	VERB
ajis02-1552	19	27	social	social	ADJ
ajis02-1552	19	28	influence	influence	NOUN
ajis02-1552	19	29	measurement	measurement	NOUN
ajis02-1552	19	30	2	2	NUM
ajis02-1552	19	31	another	another	DET
ajis02-1552	19	32	aspect	aspect	NOUN
ajis02-1552	19	33	of	of	ADP
ajis02-1552	19	34	studied	study	VERB
ajis02-1552	19	35	influence	influence	NOUN
ajis02-1552	19	36	has	have	AUX
ajis02-1552	19	37	been	be	AUX
ajis02-1552	19	38	the	the	DET
ajis02-1552	19	39	scale	scale	NOUN
ajis02-1552	19	40	of	of	ADP
ajis02-1552	19	41	affected	affect	VERB
ajis02-1552	19	42	users	user	NOUN
ajis02-1552	19	43	by	by	ADP
ajis02-1552	19	44	a	a	DET
ajis02-1552	19	45	post	post	NOUN
ajis02-1552	19	46	on	on	ADP
ajis02-1552	19	47	social	social	ADJ
ajis02-1552	19	48	network	network	NOUN
ajis02-1552	19	49	or	or	CCONJ
ajis02-1552	19	50	intensity	intensity	NOUN
ajis02-1552	19	51	of	of	ADP
ajis02-1552	19	52	emotional	emotional	ADJ
ajis02-1552	19	53	and	and	CCONJ
ajis02-1552	19	54	cognitive	cognitive	ADJ
ajis02-1552	19	55	impact	impact	NOUN
ajis02-1552	19	56	(	(	PUNCT
ajis02-1552	19	57	mcneill	mcneill	NOUN
ajis02-1552	19	58	and	and	CCONJ
ajis02-1552	19	59	briggs	briggs	PROPN
ajis02-1552	19	60	2014	2014	NUM
ajis02-1552	19	61	)	)	PUNCT
ajis02-1552	19	62	.	.	PUNCT
ajis02-1552	20	1	according	accord	VERB
ajis02-1552	20	2	to	to	ADP
ajis02-1552	20	3	probst	probst	NOUN
ajis02-1552	20	4	,	,	PUNCT
ajis02-1552	20	5	grosswiele	grosswiele	PROPN
ajis02-1552	20	6	et	et	PROPN
ajis02-1552	20	7	al	al	PROPN
ajis02-1552	20	8	.	.	PROPN
ajis02-1552	21	1	(	(	PUNCT
ajis02-1552	21	2	2013	2013	NUM
ajis02-1552	21	3	)	)	PUNCT
ajis02-1552	21	4	,	,	PUNCT
ajis02-1552	21	5	influential	influential	ADJ
ajis02-1552	21	6	users	user	NOUN
ajis02-1552	21	7	have	have	VERB
ajis02-1552	21	8	different	different	ADJ
ajis02-1552	21	9	influences	influence	NOUN
ajis02-1552	21	10	on	on	ADP
ajis02-1552	21	11	different	different	ADJ
ajis02-1552	21	12	topics	topic	NOUN
ajis02-1552	21	13	and	and	CCONJ
ajis02-1552	21	14	a	a	DET
ajis02-1552	21	15	very	very	ADV
ajis02-1552	21	16	influential	influential	ADJ
ajis02-1552	21	17	user	user	NOUN
ajis02-1552	21	18	is	be	AUX
ajis02-1552	21	19	not	not	PART
ajis02-1552	21	20	necessarily	necessarily	ADV
ajis02-1552	21	21	influential	influential	ADJ
ajis02-1552	21	22	on	on	ADP
ajis02-1552	21	23	all	all	DET
ajis02-1552	21	24	topics	topic	NOUN
ajis02-1552	21	25	.	.	PUNCT
ajis02-1552	22	1	it	it	PRON
ajis02-1552	22	2	is	be	AUX
ajis02-1552	22	3	indicated	indicate	VERB
ajis02-1552	22	4	in	in	ADP
ajis02-1552	22	5	kardara	kardara	NOUN
ajis02-1552	22	6	,	,	PUNCT
ajis02-1552	22	7	papadakis	papadakis	PROPN
ajis02-1552	22	8	et	et	PROPN
ajis02-1552	22	9	al	al	PROPN
ajis02-1552	22	10	.	.	PROPN
ajis02-1552	23	1	(	(	PUNCT
ajis02-1552	23	2	2015	2015	NUM
ajis02-1552	23	3	)	)	PUNCT
ajis02-1552	23	4	that	that	SCONJ
ajis02-1552	23	5	topic	topic	NOUN
ajis02-1552	23	6	-	-	PUNCT
ajis02-1552	23	7	based	base	VERB
ajis02-1552	23	8	influence	influence	NOUN
ajis02-1552	23	9	measures	measure	NOUN
ajis02-1552	23	10	are	be	AUX
ajis02-1552	23	11	more	more	ADV
ajis02-1552	23	12	effective	effective	ADJ
ajis02-1552	23	13	and	and	CCONJ
ajis02-1552	23	14	functional	functional	ADJ
ajis02-1552	23	15	than	than	ADP
ajis02-1552	23	16	the	the	DET
ajis02-1552	23	17	global	global	ADJ
ajis02-1552	23	18	ones	one	NOUN
ajis02-1552	23	19	.	.	PUNCT
ajis02-1552	24	1	one	one	NUM
ajis02-1552	24	2	of	of	ADP
ajis02-1552	24	3	the	the	DET
ajis02-1552	24	4	differences	difference	NOUN
ajis02-1552	24	5	of	of	ADP
ajis02-1552	24	6	topic	topic	NOUN
ajis02-1552	24	7	-	-	PUNCT
ajis02-1552	24	8	related	relate	VERB
ajis02-1552	24	9	influence	influence	NOUN
ajis02-1552	24	10	studies	study	NOUN
ajis02-1552	24	11	to	to	ADP
ajis02-1552	24	12	network	network	NOUN
ajis02-1552	24	13	structure	structure	NOUN
ajis02-1552	24	14	analysis	analysis	NOUN
ajis02-1552	24	15	is	be	AUX
ajis02-1552	24	16	that	that	SCONJ
ajis02-1552	24	17	it	it	PRON
ajis02-1552	24	18	takes	take	VERB
ajis02-1552	24	19	the	the	DET
ajis02-1552	24	20	posts	post	NOUN
ajis02-1552	24	21	’	'	PUNCT
ajis02-1552	24	22	(	(	PUNCT
ajis02-1552	24	23	e.g.	e.g.	ADV
ajis02-1552	24	24	,	,	PUNCT
ajis02-1552	24	25	tweets	tweet	NOUN
ajis02-1552	24	26	)	)	PUNCT
ajis02-1552	24	27	content	content	NOUN
ajis02-1552	24	28	into	into	ADP
ajis02-1552	24	29	account	account	NOUN
ajis02-1552	24	30	.	.	PUNCT
ajis02-1552	25	1	when	when	SCONJ
ajis02-1552	25	2	we	we	PRON
ajis02-1552	25	3	consider	consider	VERB
ajis02-1552	25	4	user	user	NOUN
ajis02-1552	25	5	influence	influence	NOUN
ajis02-1552	25	6	on	on	ADP
ajis02-1552	25	7	topics	topic	NOUN
ajis02-1552	25	8	,	,	PUNCT
ajis02-1552	25	9	no	no	ADV
ajis02-1552	25	10	longer	long	ADV
ajis02-1552	25	11	the	the	DET
ajis02-1552	25	12	whole	whole	ADJ
ajis02-1552	25	13	network	network	NOUN
ajis02-1552	25	14	needs	need	VERB
ajis02-1552	25	15	to	to	PART
ajis02-1552	25	16	be	be	AUX
ajis02-1552	25	17	analysed	analyse	VERB
ajis02-1552	25	18	,	,	PUNCT
ajis02-1552	25	19	which	which	PRON
ajis02-1552	25	20	improves	improve	VERB
ajis02-1552	25	21	the	the	DET
ajis02-1552	25	22	performance	performance	NOUN
ajis02-1552	25	23	of	of	ADP
ajis02-1552	25	24	measures	measure	NOUN
ajis02-1552	25	25	.	.	PUNCT
ajis02-1552	26	1	however	however	ADV
ajis02-1552	26	2	,	,	PUNCT
ajis02-1552	26	3	there	there	PRON
ajis02-1552	26	4	are	be	VERB
ajis02-1552	26	5	drawbacks	drawback	NOUN
ajis02-1552	26	6	and	and	CCONJ
ajis02-1552	26	7	shortcomings	shortcoming	NOUN
ajis02-1552	26	8	in	in	ADP
ajis02-1552	26	9	the	the	DET
ajis02-1552	26	10	topic	topic	NOUN
ajis02-1552	26	11	-	-	PUNCT
ajis02-1552	26	12	based	base	VERB
ajis02-1552	26	13	influence	influence	NOUN
ajis02-1552	26	14	studies	study	NOUN
ajis02-1552	26	15	.	.	PUNCT
ajis02-1552	27	1	in	in	ADP
ajis02-1552	27	2	most	most	ADJ
ajis02-1552	27	3	of	of	ADP
ajis02-1552	27	4	the	the	DET
ajis02-1552	27	5	existing	exist	VERB
ajis02-1552	27	6	works	work	NOUN
ajis02-1552	27	7	,	,	PUNCT
ajis02-1552	27	8	they	they	PRON
ajis02-1552	27	9	have	have	AUX
ajis02-1552	27	10	aimed	aim	VERB
ajis02-1552	27	11	at	at	ADP
ajis02-1552	27	12	making	make	VERB
ajis02-1552	27	13	influential	influential	ADJ
ajis02-1552	27	14	user	user	NOUN
ajis02-1552	27	15	detection	detection	NOUN
ajis02-1552	27	16	more	more	ADV
ajis02-1552	27	17	effective	effective	ADJ
ajis02-1552	27	18	in	in	ADP
ajis02-1552	27	19	retrieving	retrieve	VERB
ajis02-1552	27	20	the	the	DET
ajis02-1552	27	21	top	top	NOUN
ajis02-1552	27	22	n	n	NOUN
ajis02-1552	27	23	users	user	NOUN
ajis02-1552	27	24	only	only	ADV
ajis02-1552	27	25	.	.	PUNCT
ajis02-1552	28	1	less	less	ADJ
ajis02-1552	28	2	effort	effort	NOUN
ajis02-1552	28	3	is	be	AUX
ajis02-1552	28	4	dedicated	dedicate	VERB
ajis02-1552	28	5	in	in	ADP
ajis02-1552	28	6	discriminating	discriminate	VERB
ajis02-1552	28	7	influential	influential	ADJ
ajis02-1552	28	8	from	from	ADP
ajis02-1552	28	9	noninfluential	noninfluential	ADJ
ajis02-1552	28	10	users	user	NOUN
ajis02-1552	28	11	.	.	PUNCT
ajis02-1552	29	1	also	also	ADV
ajis02-1552	29	2	,	,	PUNCT
ajis02-1552	29	3	approaches	approach	VERB
ajis02-1552	29	4	that	that	PRON
ajis02-1552	29	5	use	use	VERB
ajis02-1552	29	6	supervised	supervised	ADJ
ajis02-1552	29	7	learning	learning	NOUN
ajis02-1552	29	8	(	(	PUNCT
ajis02-1552	29	9	e.g.	e.g.	ADV
ajis02-1552	29	10	,	,	PUNCT
ajis02-1552	29	11	svm	svm	ADJ
ajis02-1552	29	12	)	)	PUNCT
ajis02-1552	29	13	suffer	suffer	VERB
ajis02-1552	29	14	from	from	ADP
ajis02-1552	29	15	their	their	PRON
ajis02-1552	29	16	dependency	dependency	NOUN
ajis02-1552	29	17	on	on	ADP
ajis02-1552	29	18	labelled	label	VERB
ajis02-1552	29	19	data	datum	NOUN
ajis02-1552	29	20	,	,	PUNCT
ajis02-1552	29	21	which	which	PRON
ajis02-1552	29	22	is	be	AUX
ajis02-1552	29	23	extremely	extremely	ADV
ajis02-1552	29	24	expensive	expensive	ADJ
ajis02-1552	29	25	to	to	PART
ajis02-1552	29	26	prepare	prepare	VERB
ajis02-1552	29	27	for	for	ADP
ajis02-1552	29	28	the	the	DET
ajis02-1552	29	29	immense	immense	ADJ
ajis02-1552	29	30	data	datum	NOUN
ajis02-1552	29	31	of	of	ADP
ajis02-1552	29	32	social	social	ADJ
ajis02-1552	29	33	networks	network	NOUN
ajis02-1552	29	34	.	.	PUNCT
ajis02-1552	30	1	another	another	DET
ajis02-1552	30	2	considerable	considerable	ADJ
ajis02-1552	30	3	issue	issue	NOUN
ajis02-1552	30	4	in	in	ADP
ajis02-1552	30	5	these	these	DET
ajis02-1552	30	6	studies	study	NOUN
ajis02-1552	30	7	is	be	AUX
ajis02-1552	30	8	their	their	PRON
ajis02-1552	30	9	approach	approach	NOUN
ajis02-1552	30	10	evaluation	evaluation	NOUN
ajis02-1552	30	11	.	.	PUNCT
ajis02-1552	31	1	this	this	PRON
ajis02-1552	31	2	is	be	AUX
ajis02-1552	31	3	a	a	DET
ajis02-1552	31	4	difficult	difficult	ADJ
ajis02-1552	31	5	task	task	NOUN
ajis02-1552	31	6	as	as	SCONJ
ajis02-1552	31	7	influence	influence	NOUN
ajis02-1552	31	8	is	be	AUX
ajis02-1552	31	9	subjective	subjective	ADJ
ajis02-1552	31	10	.	.	PUNCT
ajis02-1552	32	1	more	more	ADV
ajis02-1552	32	2	importantly	importantly	ADV
ajis02-1552	32	3	,	,	PUNCT
ajis02-1552	32	4	prediction	prediction	NOUN
ajis02-1552	32	5	of	of	ADP
ajis02-1552	32	6	user	user	NOUN
ajis02-1552	32	7	influence	influence	NOUN
ajis02-1552	32	8	is	be	AUX
ajis02-1552	32	9	remained	remain	VERB
ajis02-1552	32	10	as	as	ADP
ajis02-1552	32	11	a	a	DET
ajis02-1552	32	12	problem	problem	NOUN
ajis02-1552	32	13	to	to	PART
ajis02-1552	32	14	address	address	VERB
ajis02-1552	32	15	in	in	ADP
ajis02-1552	32	16	the	the	DET
ajis02-1552	32	17	state	state	NOUN
ajis02-1552	32	18	-	-	PUNCT
ajis02-1552	32	19	of	of	ADP
ajis02-1552	32	20	the	the	DET
ajis02-1552	32	21	-	-	PUNCT
ajis02-1552	32	22	art	art	NOUN
ajis02-1552	32	23	.	.	PUNCT
ajis02-1552	33	1	topic	topic	NOUN
ajis02-1552	33	2	-	-	PUNCT
ajis02-1552	33	3	based	base	VERB
ajis02-1552	33	4	user	user	NOUN
ajis02-1552	33	5	influence	influence	NOUN
ajis02-1552	33	6	measurement	measurement	NOUN
ajis02-1552	33	7	and	and	CCONJ
ajis02-1552	33	8	identification	identification	NOUN
ajis02-1552	33	9	are	be	AUX
ajis02-1552	33	10	important	important	ADJ
ajis02-1552	33	11	challenges	challenge	NOUN
ajis02-1552	33	12	and	and	CCONJ
ajis02-1552	33	13	the	the	DET
ajis02-1552	33	14	focuses	focus	NOUN
ajis02-1552	33	15	of	of	ADP
ajis02-1552	33	16	this	this	DET
ajis02-1552	33	17	paper	paper	NOUN
ajis02-1552	33	18	.	.	PUNCT
ajis02-1552	34	1	this	this	DET
ajis02-1552	34	2	task	task	NOUN
ajis02-1552	34	3	is	be	AUX
ajis02-1552	34	4	significantly	significantly	ADV
ajis02-1552	34	5	important	important	ADJ
ajis02-1552	34	6	for	for	ADP
ajis02-1552	34	7	different	different	ADJ
ajis02-1552	34	8	applications	application	NOUN
ajis02-1552	34	9	such	such	ADJ
ajis02-1552	34	10	as	as	ADP
ajis02-1552	34	11	marketing	marketing	NOUN
ajis02-1552	34	12	,	,	PUNCT
ajis02-1552	34	13	election	election	NOUN
ajis02-1552	34	14	campaigns	campaign	NOUN
ajis02-1552	34	15	,	,	PUNCT
ajis02-1552	34	16	or	or	CCONJ
ajis02-1552	34	17	recruiting	recruit	VERB
ajis02-1552	34	18	employees	employee	NOUN
ajis02-1552	34	19	for	for	ADP
ajis02-1552	34	20	a	a	DET
ajis02-1552	34	21	company	company	NOUN
ajis02-1552	34	22	.	.	PUNCT
ajis02-1552	35	1	in	in	ADP
ajis02-1552	35	2	this	this	DET
ajis02-1552	35	3	work	work	NOUN
ajis02-1552	35	4	,	,	PUNCT
ajis02-1552	35	5	we	we	PRON
ajis02-1552	35	6	measure	measure	VERB
ajis02-1552	35	7	topic	topic	NOUN
ajis02-1552	35	8	-	-	PUNCT
ajis02-1552	35	9	based	base	VERB
ajis02-1552	35	10	user	user	NOUN
ajis02-1552	35	11	influence	influence	NOUN
ajis02-1552	35	12	on	on	ADP
ajis02-1552	35	13	observed	observed	ADJ
ajis02-1552	35	14	topics	topic	NOUN
ajis02-1552	35	15	in	in	ADP
ajis02-1552	35	16	which	which	PRON
ajis02-1552	35	17	they	they	PRON
ajis02-1552	35	18	have	have	AUX
ajis02-1552	35	19	shown	show	VERB
ajis02-1552	35	20	their	their	PRON
ajis02-1552	35	21	interests	interest	NOUN
ajis02-1552	35	22	by	by	ADP
ajis02-1552	35	23	posting	post	VERB
ajis02-1552	35	24	in	in	ADP
ajis02-1552	35	25	social	social	ADJ
ajis02-1552	35	26	networks	network	NOUN
ajis02-1552	35	27	.	.	PUNCT
ajis02-1552	36	1	our	our	PRON
ajis02-1552	36	2	approach	approach	NOUN
ajis02-1552	36	3	,	,	PUNCT
ajis02-1552	36	4	called	call	VERB
ajis02-1552	36	5	tsim	tsim	PROPN
ajis02-1552	36	6	(	(	PUNCT
ajis02-1552	36	7	topic	topic	NOUN
ajis02-1552	36	8	-	-	PUNCT
ajis02-1552	36	9	based	base	VERB
ajis02-1552	36	10	social	social	ADJ
ajis02-1552	36	11	influence	influence	NOUN
ajis02-1552	36	12	measure	measure	NOUN
ajis02-1552	36	13	)	)	PUNCT
ajis02-1552	36	14	,	,	PUNCT
ajis02-1552	36	15	incorporates	incorporate	VERB
ajis02-1552	36	16	network	network	NOUN
ajis02-1552	36	17	structure	structure	NOUN
ajis02-1552	36	18	,	,	PUNCT
ajis02-1552	36	19	user	user	NOUN
ajis02-1552	36	20	generated	generate	VERB
ajis02-1552	36	21	contents	content	NOUN
ajis02-1552	36	22	,	,	PUNCT
ajis02-1552	36	23	users	user	NOUN
ajis02-1552	36	24	history	history	NOUN
ajis02-1552	36	25	of	of	ADP
ajis02-1552	36	26	activities	activity	NOUN
ajis02-1552	36	27	,	,	PUNCT
ajis02-1552	36	28	and	and	CCONJ
ajis02-1552	36	29	network	network	NOUN
ajis02-1552	36	30	users	user	NOUN
ajis02-1552	36	31	engagement	engagement	NOUN
ajis02-1552	36	32	in	in	ADP
ajis02-1552	36	33	user	user	NOUN
ajis02-1552	36	34	’s	’s	PART
ajis02-1552	36	35	activity	activity	NOUN
ajis02-1552	36	36	.	.	PUNCT
ajis02-1552	37	1	our	our	PRON
ajis02-1552	37	2	approach	approach	NOUN
ajis02-1552	37	3	represents	represent	VERB
ajis02-1552	37	4	users	user	NOUN
ajis02-1552	37	5	with	with	ADP
ajis02-1552	37	6	their	their	PRON
ajis02-1552	37	7	topic	topic	NOUN
ajis02-1552	37	8	interests	interest	NOUN
ajis02-1552	37	9	and	and	CCONJ
ajis02-1552	37	10	their	their	PRON
ajis02-1552	37	11	social	social	ADJ
ajis02-1552	37	12	influence	influence	NOUN
ajis02-1552	37	13	on	on	ADP
ajis02-1552	37	14	each	each	DET
ajis02-1552	37	15	observed	observe	VERB
ajis02-1552	37	16	topic	topic	NOUN
ajis02-1552	37	17	.	.	PUNCT
ajis02-1552	38	1	in	in	ADP
ajis02-1552	38	2	more	more	ADJ
ajis02-1552	38	3	detail	detail	NOUN
ajis02-1552	38	4	,	,	PUNCT
ajis02-1552	38	5	our	our	PRON
ajis02-1552	38	6	contributions	contribution	NOUN
ajis02-1552	38	7	are	be	AUX
ajis02-1552	38	8	:	:	PUNCT
ajis02-1552	38	9			PRON
ajis02-1552	38	10	we	we	PRON
ajis02-1552	38	11	propose	propose	VERB
ajis02-1552	38	12	a	a	DET
ajis02-1552	38	13	novel	novel	ADJ
ajis02-1552	38	14	topic	topic	NOUN
ajis02-1552	38	15	-	-	PUNCT
ajis02-1552	38	16	based	base	VERB
ajis02-1552	38	17	influence	influence	NOUN
ajis02-1552	38	18	measurement	measurement	NOUN
ajis02-1552	38	19	approach	approach	NOUN
ajis02-1552	38	20	to	to	PART
ajis02-1552	38	21	integrate	integrate	VERB
ajis02-1552	38	22	the	the	DET
ajis02-1552	38	23	usertopic	usertopic	ADJ
ajis02-1552	38	24	relationships	relationship	NOUN
ajis02-1552	38	25	,	,	PUNCT
ajis02-1552	38	26	topic	topic	NOUN
ajis02-1552	38	27	content	content	NOUN
ajis02-1552	38	28	information	information	NOUN
ajis02-1552	38	29	,	,	PUNCT
ajis02-1552	38	30	and	and	CCONJ
ajis02-1552	38	31	social	social	ADJ
ajis02-1552	38	32	connections	connection	NOUN
ajis02-1552	38	33	between	between	ADP
ajis02-1552	38	34	users	user	NOUN
ajis02-1552	38	35	into	into	ADP
ajis02-1552	38	36	the	the	DET
ajis02-1552	38	37	same	same	ADJ
ajis02-1552	38	38	principled	principled	ADJ
ajis02-1552	38	39	model	model	NOUN
ajis02-1552	38	40	.	.	PUNCT
ajis02-1552	39	1			PROPN
ajis02-1552	39	2	instead	instead	ADV
ajis02-1552	39	3	of	of	ADP
ajis02-1552	39	4	considering	consider	VERB
ajis02-1552	39	5	user	user	NOUN
ajis02-1552	39	6	-	-	PUNCT
ajis02-1552	39	7	to	to	ADP
ajis02-1552	39	8	-	-	PUNCT
ajis02-1552	39	9	user	user	NOUN
ajis02-1552	39	10	influence	influence	NOUN
ajis02-1552	39	11	and	and	CCONJ
ajis02-1552	39	12	global	global	ADJ
ajis02-1552	39	13	user	user	NOUN
ajis02-1552	39	14	influence	influence	NOUN
ajis02-1552	39	15	,	,	PUNCT
ajis02-1552	39	16	the	the	DET
ajis02-1552	39	17	proposed	propose	VERB
ajis02-1552	39	18	model	model	NOUN
ajis02-1552	39	19	considers	consider	VERB
ajis02-1552	39	20	individuals	individual	NOUN
ajis02-1552	39	21	’	’	PART
ajis02-1552	39	22	influence	influence	NOUN
ajis02-1552	39	23	and	and	CCONJ
ajis02-1552	39	24	interests	interest	NOUN
ajis02-1552	39	25	in	in	ADP
ajis02-1552	39	26	a	a	DET
ajis02-1552	39	27	topic	topic	NOUN
ajis02-1552	39	28	,	,	PUNCT
ajis02-1552	39	29	which	which	PRON
ajis02-1552	39	30	gives	give	VERB
ajis02-1552	39	31	the	the	DET
ajis02-1552	39	32	capability	capability	NOUN
ajis02-1552	39	33	of	of	ADP
ajis02-1552	39	34	predicting	predict	VERB
ajis02-1552	39	35	one	one	NUM
ajis02-1552	39	36	’s	’s	PART
ajis02-1552	39	37	influence	influence	NOUN
ajis02-1552	39	38	on	on	ADP
ajis02-1552	39	39	a	a	DET
ajis02-1552	39	40	new	new	ADJ
ajis02-1552	39	41	topic	topic	NOUN
ajis02-1552	39	42	.	.	PUNCT
ajis02-1552	40	1			PUNCT
ajis02-1552	40	2	finally	finally	ADV
ajis02-1552	40	3	we	we	PRON
ajis02-1552	40	4	have	have	AUX
ajis02-1552	40	5	prepared	prepare	VERB
ajis02-1552	40	6	a	a	DET
ajis02-1552	40	7	unique	unique	ADJ
ajis02-1552	40	8	dataset	dataset	NOUN
ajis02-1552	40	9	from	from	ADP
ajis02-1552	40	10	real	real	ADJ
ajis02-1552	40	11	-	-	PUNCT
ajis02-1552	40	12	world	world	NOUN
ajis02-1552	40	13	social	social	ADJ
ajis02-1552	40	14	networks	network	NOUN
ajis02-1552	40	15	for	for	ADP
ajis02-1552	40	16	testing	testing	NOUN
ajis02-1552	40	17	and	and	CCONJ
ajis02-1552	40	18	evaluating	evaluate	VERB
ajis02-1552	40	19	the	the	DET
ajis02-1552	40	20	proposed	propose	VERB
ajis02-1552	40	21	approach	approach	NOUN
ajis02-1552	40	22	that	that	PRON
ajis02-1552	40	23	contains	contain	VERB
ajis02-1552	40	24	all	all	DET
ajis02-1552	40	25	the	the	DET
ajis02-1552	40	26	social	social	ADJ
ajis02-1552	40	27	media	medium	NOUN
ajis02-1552	40	28	related	relate	VERB
ajis02-1552	40	29	metadata	metadata	NOUN
ajis02-1552	40	30	.	.	PUNCT
ajis02-1552	41	1	the	the	DET
ajis02-1552	41	2	remainder	remainder	NOUN
ajis02-1552	41	3	of	of	ADP
ajis02-1552	41	4	this	this	DET
ajis02-1552	41	5	paper	paper	NOUN
ajis02-1552	41	6	is	be	AUX
ajis02-1552	41	7	organized	organize	VERB
ajis02-1552	41	8	as	as	SCONJ
ajis02-1552	41	9	follows	follow	VERB
ajis02-1552	41	10	.	.	PUNCT
ajis02-1552	42	1	we	we	PRON
ajis02-1552	42	2	first	first	ADV
ajis02-1552	42	3	discuss	discuss	VERB
ajis02-1552	42	4	existing	exist	VERB
ajis02-1552	42	5	approaches	approach	NOUN
ajis02-1552	42	6	for	for	ADP
ajis02-1552	42	7	topic	topic	NOUN
ajis02-1552	42	8	-	-	PUNCT
ajis02-1552	42	9	based	base	VERB
ajis02-1552	42	10	influence	influence	NOUN
ajis02-1552	42	11	analysis	analysis	NOUN
ajis02-1552	42	12	in	in	ADP
ajis02-1552	42	13	section	section	NOUN
ajis02-1552	42	14	2	2	NUM
ajis02-1552	42	15	.	.	PUNCT
ajis02-1552	43	1	we	we	PRON
ajis02-1552	43	2	then	then	ADV
ajis02-1552	43	3	present	present	VERB
ajis02-1552	43	4	the	the	DET
ajis02-1552	43	5	background	background	NOUN
ajis02-1552	43	6	in	in	ADP
ajis02-1552	43	7	section	section	NOUN
ajis02-1552	43	8	3	3	NUM
ajis02-1552	43	9	.	.	PUNCT
ajis02-1552	44	1	next	next	ADV
ajis02-1552	44	2	,	,	PUNCT
ajis02-1552	44	3	we	we	PRON
ajis02-1552	44	4	define	define	VERB
ajis02-1552	44	5	the	the	DET
ajis02-1552	44	6	research	research	NOUN
ajis02-1552	44	7	problem	problem	NOUN
ajis02-1552	44	8	,	,	PUNCT
ajis02-1552	44	9	and	and	CCONJ
ajis02-1552	44	10	then	then	ADV
ajis02-1552	44	11	propose	propose	VERB
ajis02-1552	44	12	our	our	PRON
ajis02-1552	44	13	approach	approach	NOUN
ajis02-1552	44	14	and	and	CCONJ
ajis02-1552	44	15	algorithms	algorithm	NOUN
ajis02-1552	44	16	in	in	ADP
ajis02-1552	44	17	section	section	NOUN
ajis02-1552	44	18	4	4	NUM
ajis02-1552	44	19	.	.	PUNCT
ajis02-1552	45	1	we	we	PRON
ajis02-1552	45	2	describe	describe	VERB
ajis02-1552	45	3	our	our	PRON
ajis02-1552	45	4	dataset	dataset	NOUN
ajis02-1552	45	5	and	and	CCONJ
ajis02-1552	45	6	discuss	discuss	VERB
ajis02-1552	45	7	the	the	DET
ajis02-1552	45	8	results	result	NOUN
ajis02-1552	45	9	in	in	ADP
ajis02-1552	45	10	section	section	NOUN
ajis02-1552	45	11	5	5	NUM
ajis02-1552	45	12	.	.	PUNCT
ajis02-1552	46	1	finally	finally	ADV
ajis02-1552	46	2	,	,	PUNCT
ajis02-1552	46	3	we	we	PRON
ajis02-1552	46	4	conclude	conclude	VERB
ajis02-1552	46	5	the	the	DET
ajis02-1552	46	6	paper	paper	NOUN
ajis02-1552	46	7	in	in	ADP
ajis02-1552	46	8	section	section	NOUN
ajis02-1552	46	9	6	6	NUM
ajis02-1552	46	10	.	.	SYM
ajis02-1552	46	11	2	2	NUM
ajis02-1552	46	12	related	related	ADJ
ajis02-1552	46	13	work	work	NOUN
ajis02-1552	46	14	one	one	NUM
ajis02-1552	46	15	of	of	ADP
ajis02-1552	46	16	the	the	DET
ajis02-1552	46	17	main	main	ADJ
ajis02-1552	46	18	approaches	approach	NOUN
ajis02-1552	46	19	to	to	PART
ajis02-1552	46	20	study	study	VERB
ajis02-1552	46	21	user	user	NOUN
ajis02-1552	46	22	influence	influence	NOUN
ajis02-1552	46	23	in	in	ADP
ajis02-1552	46	24	social	social	ADJ
ajis02-1552	46	25	networks	network	NOUN
ajis02-1552	46	26	has	have	AUX
ajis02-1552	46	27	been	be	AUX
ajis02-1552	46	28	through	through	ADP
ajis02-1552	46	29	network	network	NOUN
ajis02-1552	46	30	structure	structure	NOUN
ajis02-1552	46	31	as	as	ADV
ajis02-1552	46	32	well	well	ADV
ajis02-1552	46	33	as	as	ADP
ajis02-1552	46	34	user	user	NOUN
ajis02-1552	46	35	’s	’s	PART
ajis02-1552	46	36	position	position	NOUN
ajis02-1552	46	37	and	and	CCONJ
ajis02-1552	46	38	connectivity	connectivity	NOUN
ajis02-1552	46	39	in	in	ADP
ajis02-1552	46	40	the	the	DET
ajis02-1552	46	41	network	network	NOUN
ajis02-1552	46	42	.	.	PUNCT
ajis02-1552	47	1	the	the	DET
ajis02-1552	47	2	traditional	traditional	ADJ
ajis02-1552	47	3	centrality	centrality	NOUN
ajis02-1552	47	4	measures	measure	NOUN
ajis02-1552	47	5	such	such	ADJ
ajis02-1552	47	6	as	as	ADP
ajis02-1552	47	7	closeness	closeness	NOUN
ajis02-1552	47	8	and	and	CCONJ
ajis02-1552	47	9	betweenness	betweenness	NOUN
ajis02-1552	47	10	are	be	AUX
ajis02-1552	47	11	measured	measure	VERB
ajis02-1552	47	12	for	for	ADP
ajis02-1552	47	13	users	user	NOUN
ajis02-1552	47	14	,	,	PUNCT
ajis02-1552	47	15	to	to	PART
ajis02-1552	47	16	discover	discover	VERB
ajis02-1552	47	17	how	how	SCONJ
ajis02-1552	47	18	well	well	ADV
ajis02-1552	47	19	connected	connect	VERB
ajis02-1552	47	20	a	a	DET
ajis02-1552	47	21	user	user	NOUN
ajis02-1552	47	22	is	be	AUX
ajis02-1552	47	23	to	to	ADP
ajis02-1552	47	24	the	the	DET
ajis02-1552	47	25	rest	rest	NOUN
ajis02-1552	47	26	of	of	ADP
ajis02-1552	47	27	users	user	NOUN
ajis02-1552	47	28	in	in	ADP
ajis02-1552	47	29	the	the	DET
ajis02-1552	47	30	network	network	NOUN
ajis02-1552	47	31	and	and	CCONJ
ajis02-1552	47	32	whether	whether	SCONJ
ajis02-1552	47	33	a	a	DET
ajis02-1552	47	34	user	user	NOUN
ajis02-1552	47	35	is	be	AUX
ajis02-1552	47	36	acting	act	VERB
ajis02-1552	47	37	as	as	ADP
ajis02-1552	47	38	a	a	DET
ajis02-1552	47	39	hub	hub	NOUN
ajis02-1552	47	40	(	(	PUNCT
ajis02-1552	47	41	romero	romero	PROPN
ajis02-1552	47	42	,	,	PUNCT
ajis02-1552	47	43	galuba	galuba	PROPN
ajis02-1552	47	44	et	et	PROPN
ajis02-1552	47	45	al	al	PROPN
ajis02-1552	47	46	.	.	PROPN
ajis02-1552	47	47	2011	2011	NUM
ajis02-1552	47	48	)	)	PUNCT
ajis02-1552	47	49	.	.	PUNCT
ajis02-1552	48	1	the	the	DET
ajis02-1552	48	2	major	major	ADJ
ajis02-1552	48	3	adopted	adopt	VERB
ajis02-1552	48	4	algorithms	algorithm	NOUN
ajis02-1552	48	5	for	for	ADP
ajis02-1552	48	6	network	network	NOUN
ajis02-1552	48	7	structure	structure	NOUN
ajis02-1552	48	8	based	base	VERB
ajis02-1552	48	9	influence	influence	NOUN
ajis02-1552	48	10	measurement	measurement	NOUN
ajis02-1552	48	11	include	include	VERB
ajis02-1552	48	12	pagerank	pagerank	NOUN
ajis02-1552	48	13	(	(	PUNCT
ajis02-1552	48	14	haveliwala	haveliwala	NOUN
ajis02-1552	48	15	2002	2002	NUM
ajis02-1552	48	16	)	)	PUNCT
ajis02-1552	48	17	and	and	CCONJ
ajis02-1552	48	18	hits	hit	VERB
ajis02-1552	48	19	(	(	PUNCT
ajis02-1552	48	20	kleinberg	kleinberg	PROPN
ajis02-1552	48	21	1999	1999	NUM
ajis02-1552	48	22	)	)	PUNCT
ajis02-1552	48	23	.	.	PUNCT
ajis02-1552	49	1	numerous	numerous	ADJ
ajis02-1552	49	2	works	work	NOUN
ajis02-1552	49	3	have	have	AUX
ajis02-1552	49	4	applied	apply	VERB
ajis02-1552	49	5	pagerank	pagerank	NOUN
ajis02-1552	49	6	algorithm	algorithm	NOUN
ajis02-1552	49	7	variations	variation	NOUN
ajis02-1552	49	8	on	on	ADP
ajis02-1552	49	9	social	social	ADJ
ajis02-1552	49	10	network	network	NOUN
ajis02-1552	49	11	graph	graph	NOUN
ajis02-1552	49	12	to	to	PART
ajis02-1552	49	13	rank	rank	VERB
ajis02-1552	49	14	user	user	NOUN
ajis02-1552	49	15	influence	influence	NOUN
ajis02-1552	49	16	according	accord	VERB
ajis02-1552	49	17	to	to	ADP
ajis02-1552	49	18	the	the	DET
ajis02-1552	49	19	network	network	NOUN
ajis02-1552	49	20	structure	structure	NOUN
ajis02-1552	49	21	.	.	PUNCT
ajis02-1552	50	1	an	an	DET
ajis02-1552	50	2	example	example	NOUN
ajis02-1552	50	3	of	of	ADP
ajis02-1552	50	4	pagerank	pagerank	NOUN
ajis02-1552	50	5	algorithm	algorithm	NOUN
ajis02-1552	50	6	variations	variation	NOUN
ajis02-1552	50	7	is	be	AUX
ajis02-1552	50	8	the	the	DET
ajis02-1552	50	9	work	work	NOUN
ajis02-1552	50	10	by	by	ADP
ajis02-1552	50	11	kwak	kwak	PROPN
ajis02-1552	50	12	,	,	PUNCT
ajis02-1552	50	13	lee	lee	PROPN
ajis02-1552	50	14	et	et	PROPN
ajis02-1552	50	15	al	al	PROPN
ajis02-1552	50	16	.	.	PROPN
ajis02-1552	51	1	(	(	PUNCT
ajis02-1552	51	2	2010	2010	NUM
ajis02-1552	51	3	)	)	PUNCT
ajis02-1552	51	4	,	,	PUNCT
ajis02-1552	51	5	in	in	ADP
ajis02-1552	51	6	which	which	PRON
ajis02-1552	51	7	they	they	PRON
ajis02-1552	51	8	ranked	rank	VERB
ajis02-1552	51	9	users	user	NOUN
ajis02-1552	51	10	by	by	ADP
ajis02-1552	51	11	applying	apply	VERB
ajis02-1552	51	12	australasian	australasian	ADJ
ajis02-1552	51	13	journal	journal	NOUN
ajis02-1552	51	14	of	of	ADP
ajis02-1552	51	15	information	information	NOUN
ajis02-1552	51	16	systems	systems	PROPN
ajis02-1552	51	17	hamzehei	hamzehei	PROPN
ajis02-1552	51	18	,	,	PUNCT
ajis02-1552	51	19	jiang	jiang	PROPN
ajis02-1552	51	20	,	,	PUNCT
ajis02-1552	51	21	koutra	koutra	PROPN
ajis02-1552	51	22	,	,	PUNCT
ajis02-1552	51	23	wong	wong	PROPN
ajis02-1552	51	24	&	&	CCONJ
ajis02-1552	51	25	chen	chen	PROPN
ajis02-1552	51	26	2017	2017	NUM
ajis02-1552	51	27	,	,	PUNCT
ajis02-1552	51	28	vol	vol	NOUN
ajis02-1552	51	29	21	21	NUM
ajis02-1552	51	30	,	,	PUNCT
ajis02-1552	51	31	selected	select	VERB
ajis02-1552	51	32	papers	paper	NOUN
ajis02-1552	51	33	from	from	ADP
ajis02-1552	51	34	ausdm	ausdm	NOUN
ajis02-1552	51	35	topic	topic	NOUN
ajis02-1552	51	36	-	-	PUNCT
ajis02-1552	51	37	based	base	VERB
ajis02-1552	51	38	social	social	ADJ
ajis02-1552	51	39	influence	influence	NOUN
ajis02-1552	51	40	measurement	measurement	NOUN
ajis02-1552	51	41	3	3	NUM
ajis02-1552	51	42	pagerank	pagerank	NOUN
ajis02-1552	51	43	on	on	ADP
ajis02-1552	51	44	follower	follower	NOUN
ajis02-1552	51	45	/	/	SYM
ajis02-1552	51	46	following	follow	VERB
ajis02-1552	51	47	graph	graph	NOUN
ajis02-1552	51	48	in	in	ADP
ajis02-1552	51	49	twitter	twitter	NOUN
ajis02-1552	51	50	(	(	PUNCT
ajis02-1552	51	51	along	along	ADP
ajis02-1552	51	52	with	with	ADP
ajis02-1552	51	53	number	number	NOUN
ajis02-1552	51	54	of	of	ADP
ajis02-1552	51	55	followers	follower	NOUN
ajis02-1552	51	56	and	and	CCONJ
ajis02-1552	51	57	number	number	NOUN
ajis02-1552	51	58	of	of	ADP
ajis02-1552	51	59	retweets	retweet	NOUN
ajis02-1552	51	60	)	)	PUNCT
ajis02-1552	51	61	.	.	PUNCT
ajis02-1552	52	1	the	the	DET
ajis02-1552	52	2	network	network	NOUN
ajis02-1552	52	3	structure	structure	NOUN
ajis02-1552	52	4	is	be	AUX
ajis02-1552	52	5	relatively	relatively	ADV
ajis02-1552	52	6	static	static	ADJ
ajis02-1552	52	7	compared	compare	VERB
ajis02-1552	52	8	to	to	ADP
ajis02-1552	52	9	the	the	DET
ajis02-1552	52	10	activities	activity	NOUN
ajis02-1552	52	11	of	of	ADP
ajis02-1552	52	12	users	user	NOUN
ajis02-1552	52	13	in	in	ADP
ajis02-1552	52	14	social	social	ADJ
ajis02-1552	52	15	networks	network	NOUN
ajis02-1552	52	16	.	.	PUNCT
ajis02-1552	53	1	some	some	DET
ajis02-1552	53	2	studies	study	NOUN
ajis02-1552	53	3	have	have	AUX
ajis02-1552	53	4	included	include	VERB
ajis02-1552	53	5	the	the	DET
ajis02-1552	53	6	social	social	ADJ
ajis02-1552	53	7	network	network	NOUN
ajis02-1552	53	8	related	relate	VERB
ajis02-1552	53	9	meta	meta	ADJ
ajis02-1552	53	10	data	datum	NOUN
ajis02-1552	53	11	(	(	PUNCT
ajis02-1552	53	12	in	in	ADP
ajis02-1552	53	13	case	case	NOUN
ajis02-1552	53	14	of	of	ADP
ajis02-1552	53	15	twitter	twitter	NOUN
ajis02-1552	53	16	,	,	PUNCT
ajis02-1552	53	17	the	the	DET
ajis02-1552	53	18	meta	meta	ADJ
ajis02-1552	53	19	data	datum	NOUN
ajis02-1552	53	20	are	be	AUX
ajis02-1552	53	21	retweets	retweet	NOUN
ajis02-1552	53	22	,	,	PUNCT
ajis02-1552	53	23	mentions	mention	NOUN
ajis02-1552	53	24	,	,	PUNCT
ajis02-1552	53	25	and	and	CCONJ
ajis02-1552	53	26	likes	like	VERB
ajis02-1552	53	27	)	)	PUNCT
ajis02-1552	53	28	(	(	PUNCT
ajis02-1552	53	29	hajian	hajian	ADJ
ajis02-1552	53	30	and	and	CCONJ
ajis02-1552	53	31	white	white	ADJ
ajis02-1552	53	32	2011	2011	NUM
ajis02-1552	53	33	)	)	PUNCT
ajis02-1552	53	34	.	.	PUNCT
ajis02-1552	54	1	topic	topic	NOUN
ajis02-1552	54	2	-	-	PUNCT
ajis02-1552	54	3	based	base	VERB
ajis02-1552	54	4	influence	influence	NOUN
ajis02-1552	54	5	.	.	PUNCT
ajis02-1552	55	1	following	follow	VERB
ajis02-1552	55	2	the	the	DET
ajis02-1552	55	3	influence	influence	NOUN
ajis02-1552	55	4	studies	study	NOUN
ajis02-1552	55	5	(	(	PUNCT
ajis02-1552	55	6	overall	overall	ADJ
ajis02-1552	55	7	user	user	NOUN
ajis02-1552	55	8	influence	influence	NOUN
ajis02-1552	55	9	)	)	PUNCT
ajis02-1552	55	10	on	on	ADP
ajis02-1552	55	11	social	social	ADJ
ajis02-1552	55	12	networks	network	NOUN
ajis02-1552	55	13	,	,	PUNCT
ajis02-1552	55	14	less	less	ADJ
ajis02-1552	55	15	studies	study	NOUN
ajis02-1552	55	16	have	have	AUX
ajis02-1552	55	17	shed	shed	VERB
ajis02-1552	55	18	light	light	NOUN
ajis02-1552	55	19	on	on	ADP
ajis02-1552	55	20	topic	topic	NOUN
ajis02-1552	55	21	-	-	PUNCT
ajis02-1552	55	22	based	base	VERB
ajis02-1552	55	23	influence	influence	NOUN
ajis02-1552	55	24	.	.	PUNCT
ajis02-1552	56	1	more	more	ADV
ajis02-1552	56	2	recently	recently	ADV
ajis02-1552	56	3	,	,	PUNCT
ajis02-1552	56	4	topic	topic	NOUN
ajis02-1552	56	5	-	-	PUNCT
ajis02-1552	56	6	based	base	VERB
ajis02-1552	56	7	influence	influence	NOUN
ajis02-1552	56	8	studies	study	NOUN
ajis02-1552	56	9	have	have	VERB
ajis02-1552	56	10	combined	combine	VERB
ajis02-1552	56	11	content	content	NOUN
ajis02-1552	56	12	of	of	ADP
ajis02-1552	56	13	user	user	NOUN
ajis02-1552	56	14	posts	post	NOUN
ajis02-1552	56	15	with	with	ADP
ajis02-1552	56	16	link	link	NOUN
ajis02-1552	56	17	-	-	PUNCT
ajis02-1552	56	18	based	base	VERB
ajis02-1552	56	19	metrics	metric	NOUN
ajis02-1552	56	20	.	.	PUNCT
ajis02-1552	57	1	haveliwala	haveliwala	NOUN
ajis02-1552	57	2	(	(	PUNCT
ajis02-1552	57	3	haveliwala	haveliwala	PROPN
ajis02-1552	57	4	)	)	PUNCT
ajis02-1552	57	5	proposed	propose	VERB
ajis02-1552	57	6	a	a	DET
ajis02-1552	57	7	topic	topic	NOUN
ajis02-1552	57	8	-	-	PUNCT
ajis02-1552	57	9	sensitive	sensitive	ADJ
ajis02-1552	57	10	extension	extension	NOUN
ajis02-1552	57	11	of	of	ADP
ajis02-1552	57	12	pagerank	pagerank	NOUN
ajis02-1552	57	13	to	to	PART
ajis02-1552	57	14	rank	rank	VERB
ajis02-1552	57	15	query	query	NOUN
ajis02-1552	57	16	results	result	NOUN
ajis02-1552	57	17	in	in	ADP
ajis02-1552	57	18	regards	regard	NOUN
ajis02-1552	57	19	to	to	ADP
ajis02-1552	57	20	the	the	DET
ajis02-1552	57	21	query	query	NOUN
ajis02-1552	57	22	topics	topic	NOUN
ajis02-1552	57	23	.	.	PUNCT
ajis02-1552	58	1	the	the	DET
ajis02-1552	58	2	idea	idea	NOUN
ajis02-1552	58	3	of	of	ADP
ajis02-1552	58	4	topic	topic	NOUN
ajis02-1552	58	5	-	-	PUNCT
ajis02-1552	58	6	sensitive	sensitive	ADJ
ajis02-1552	58	7	pagerank	pagerank	NOUN
ajis02-1552	58	8	was	be	AUX
ajis02-1552	58	9	later	later	ADV
ajis02-1552	58	10	used	use	VERB
ajis02-1552	58	11	and	and	CCONJ
ajis02-1552	58	12	adjusted	adjust	VERB
ajis02-1552	58	13	for	for	ADP
ajis02-1552	58	14	social	social	ADJ
ajis02-1552	58	15	networks	network	NOUN
ajis02-1552	58	16	such	such	ADJ
ajis02-1552	58	17	as	as	ADP
ajis02-1552	58	18	twitter	twitter	NOUN
ajis02-1552	58	19	for	for	ADP
ajis02-1552	58	20	ranking	rank	VERB
ajis02-1552	58	21	topic	topic	NOUN
ajis02-1552	58	22	-	-	PUNCT
ajis02-1552	58	23	based	base	VERB
ajis02-1552	58	24	user	user	NOUN
ajis02-1552	58	25	influence	influence	NOUN
ajis02-1552	58	26	.	.	PUNCT
ajis02-1552	59	1	also	also	ADV
ajis02-1552	59	2	,	,	PUNCT
ajis02-1552	59	3	topical	topical	ADJ
ajis02-1552	59	4	authorities	authority	NOUN
ajis02-1552	59	5	studied	study	VERB
ajis02-1552	59	6	by	by	ADP
ajis02-1552	59	7	pal	pal	NOUN
ajis02-1552	59	8	and	and	CCONJ
ajis02-1552	59	9	counts	count	NOUN
ajis02-1552	59	10	(	(	PUNCT
ajis02-1552	59	11	2011	2011	NUM
ajis02-1552	59	12	)	)	PUNCT
ajis02-1552	59	13	.	.	PUNCT
ajis02-1552	60	1	they	they	PRON
ajis02-1552	60	2	proposed	propose	VERB
ajis02-1552	60	3	a	a	DET
ajis02-1552	60	4	gaussian	gaussian	NOUN
ajis02-1552	60	5	-	-	PUNCT
ajis02-1552	60	6	based	base	VERB
ajis02-1552	60	7	ranking	ranking	NOUN
ajis02-1552	60	8	to	to	PART
ajis02-1552	60	9	rank	rank	VERB
ajis02-1552	60	10	users	user	NOUN
ajis02-1552	60	11	efficiently	efficiently	ADV
ajis02-1552	60	12	.	.	PUNCT
ajis02-1552	61	1	they	they	PRON
ajis02-1552	61	2	used	use	VERB
ajis02-1552	61	3	probabilistic	probabilistic	ADJ
ajis02-1552	61	4	clustering	clustering	NOUN
ajis02-1552	61	5	to	to	ADP
ajis02-1552	61	6	filter	filter	NOUN
ajis02-1552	61	7	feature	feature	NOUN
ajis02-1552	61	8	space	space	NOUN
ajis02-1552	61	9	outliers	outlier	NOUN
ajis02-1552	61	10	and	and	CCONJ
ajis02-1552	61	11	showed	show	VERB
ajis02-1552	61	12	that	that	SCONJ
ajis02-1552	61	13	mentions	mention	NOUN
ajis02-1552	61	14	and	and	CCONJ
ajis02-1552	61	15	topical	topical	ADJ
ajis02-1552	61	16	signals	signal	NOUN
ajis02-1552	61	17	are	be	AUX
ajis02-1552	61	18	more	more	ADV
ajis02-1552	61	19	important	important	ADJ
ajis02-1552	61	20	features	feature	NOUN
ajis02-1552	61	21	in	in	ADP
ajis02-1552	61	22	ranking	rank	VERB
ajis02-1552	61	23	authorities	authority	NOUN
ajis02-1552	61	24	.	.	PUNCT
ajis02-1552	62	1	kong	kong	PROPN
ajis02-1552	62	2	and	and	CCONJ
ajis02-1552	62	3	feng	feng	PROPN
ajis02-1552	62	4	(	(	PUNCT
ajis02-1552	62	5	2011	2011	NUM
ajis02-1552	62	6	)	)	PUNCT
ajis02-1552	62	7	intended	intend	VERB
ajis02-1552	62	8	to	to	PART
ajis02-1552	62	9	identify	identify	VERB
ajis02-1552	62	10	and	and	CCONJ
ajis02-1552	62	11	rank	rank	VERB
ajis02-1552	62	12	users	user	NOUN
ajis02-1552	62	13	that	that	PRON
ajis02-1552	62	14	are	be	AUX
ajis02-1552	62	15	posting	post	VERB
ajis02-1552	62	16	quality	quality	NOUN
ajis02-1552	62	17	tweets	tweet	NOUN
ajis02-1552	62	18	.	.	PUNCT
ajis02-1552	63	1	they	they	PRON
ajis02-1552	63	2	defined	define	VERB
ajis02-1552	63	3	a	a	DET
ajis02-1552	63	4	topic	topic	NOUN
ajis02-1552	63	5	-	-	PUNCT
ajis02-1552	63	6	based	base	VERB
ajis02-1552	63	7	high	high	ADJ
ajis02-1552	63	8	quality	quality	NOUN
ajis02-1552	63	9	tweet	tweet	NOUN
ajis02-1552	63	10	with	with	ADP
ajis02-1552	63	11	the	the	DET
ajis02-1552	63	12	author	author	NOUN
ajis02-1552	63	13	’s	’s	PART
ajis02-1552	63	14	topic	topic	NOUN
ajis02-1552	63	15	-	-	PUNCT
ajis02-1552	63	16	specific	specific	ADJ
ajis02-1552	63	17	influence	influence	NOUN
ajis02-1552	63	18	,	,	PUNCT
ajis02-1552	63	19	topic	topic	NOUN
ajis02-1552	63	20	related	relate	VERB
ajis02-1552	63	21	author	author	NOUN
ajis02-1552	63	22	’s	’s	PART
ajis02-1552	63	23	behaviour	behaviour	NOUN
ajis02-1552	63	24	.	.	PUNCT
ajis02-1552	64	1	they	they	PRON
ajis02-1552	64	2	applied	apply	VERB
ajis02-1552	64	3	their	their	PRON
ajis02-1552	64	4	proposed	propose	VERB
ajis02-1552	64	5	metric	metric	NOUN
ajis02-1552	64	6	on	on	ADP
ajis02-1552	64	7	graph	graph	NOUN
ajis02-1552	64	8	of	of	ADP
ajis02-1552	64	9	following	follow	VERB
ajis02-1552	64	10	and	and	CCONJ
ajis02-1552	64	11	retweets	retweet	NOUN
ajis02-1552	64	12	.	.	PUNCT
ajis02-1552	65	1	xiao	xiao	PROPN
ajis02-1552	65	2	,	,	PUNCT
ajis02-1552	65	3	noro	noro	PROPN
ajis02-1552	65	4	et	et	PROPN
ajis02-1552	65	5	al	al	PROPN
ajis02-1552	65	6	.	.	PROPN
ajis02-1552	65	7	(	(	PUNCT
ajis02-1552	65	8	2014	2014	NUM
ajis02-1552	65	9	)	)	PUNCT
ajis02-1552	65	10	aimed	aim	VERB
ajis02-1552	65	11	at	at	ADP
ajis02-1552	65	12	detecting	detect	VERB
ajis02-1552	65	13	topic	topic	NOUN
ajis02-1552	65	14	related	relate	VERB
ajis02-1552	65	15	influential	influential	ADJ
ajis02-1552	65	16	users	user	NOUN
ajis02-1552	65	17	by	by	ADP
ajis02-1552	65	18	looking	look	VERB
ajis02-1552	65	19	at	at	ADP
ajis02-1552	65	20	hashtag	hashtag	PROPN
ajis02-1552	65	21	user	user	NOUN
ajis02-1552	65	22	communities	community	NOUN
ajis02-1552	65	23	where	where	SCONJ
ajis02-1552	65	24	hashtags	hashtag	NOUN
ajis02-1552	65	25	are	be	AUX
ajis02-1552	65	26	pre	pre	ADJ
ajis02-1552	65	27	-	-	VERB
ajis02-1552	65	28	identified	identify	VERB
ajis02-1552	65	29	from	from	ADP
ajis02-1552	65	30	news	news	NOUN
ajis02-1552	65	31	keywords	keyword	NOUN
ajis02-1552	65	32	.	.	PUNCT
ajis02-1552	66	1	they	they	PRON
ajis02-1552	66	2	proposed	propose	VERB
ajis02-1552	66	3	retweetrank	retweetrank	NOUN
ajis02-1552	66	4	and	and	CCONJ
ajis02-1552	66	5	mentionrank	mentionrank	NOUN
ajis02-1552	66	6	as	as	ADP
ajis02-1552	66	7	content	content	NOUN
ajis02-1552	66	8	-	-	PUNCT
ajis02-1552	66	9	based	base	VERB
ajis02-1552	66	10	and	and	CCONJ
ajis02-1552	66	11	authority	authority	NOUN
ajis02-1552	66	12	-	-	PUNCT
ajis02-1552	66	13	based	base	VERB
ajis02-1552	66	14	influential	influential	ADJ
ajis02-1552	66	15	users	user	NOUN
ajis02-1552	66	16	.	.	PUNCT
ajis02-1552	67	1	similarly	similarly	ADV
ajis02-1552	67	2	,	,	PUNCT
ajis02-1552	67	3	hu	hu	PROPN
ajis02-1552	67	4	,	,	PUNCT
ajis02-1552	67	5	fang	fang	PROPN
ajis02-1552	67	6	et	et	PROPN
ajis02-1552	67	7	al	al	PROPN
ajis02-1552	67	8	.	.	PROPN
ajis02-1552	68	1	(	(	PUNCT
ajis02-1552	68	2	2013	2013	NUM
ajis02-1552	68	3	)	)	PUNCT
ajis02-1552	68	4	worked	work	VERB
ajis02-1552	68	5	on	on	ADP
ajis02-1552	68	6	detecting	detect	VERB
ajis02-1552	68	7	topical	topical	ADJ
ajis02-1552	68	8	authorities	authority	NOUN
ajis02-1552	68	9	with	with	ADP
ajis02-1552	68	10	the	the	DET
ajis02-1552	68	11	assumption	assumption	NOUN
ajis02-1552	68	12	that	that	SCONJ
ajis02-1552	68	13	retweeting	retweete	VERB
ajis02-1552	68	14	propagates	propagate	VERB
ajis02-1552	68	15	topical	topical	ADJ
ajis02-1552	68	16	authority	authority	NOUN
ajis02-1552	68	17	.	.	PUNCT
ajis02-1552	69	1	montangero	montangero	NOUN
ajis02-1552	69	2	and	and	CCONJ
ajis02-1552	69	3	furini	furini	PROPN
ajis02-1552	69	4	(	(	PUNCT
ajis02-1552	69	5	2015	2015	NUM
ajis02-1552	69	6	)	)	PUNCT
ajis02-1552	69	7	also	also	ADV
ajis02-1552	69	8	measured	measure	VERB
ajis02-1552	69	9	twitter	twitter	NOUN
ajis02-1552	69	10	topic	topic	NOUN
ajis02-1552	69	11	-	-	PUNCT
ajis02-1552	69	12	based	base	VERB
ajis02-1552	69	13	user	user	NOUN
ajis02-1552	69	14	influence	influence	NOUN
ajis02-1552	69	15	where	where	SCONJ
ajis02-1552	69	16	they	they	PRON
ajis02-1552	69	17	identify	identify	VERB
ajis02-1552	69	18	topics	topic	NOUN
ajis02-1552	69	19	by	by	ADP
ajis02-1552	69	20	hashtags	hashtag	NOUN
ajis02-1552	69	21	.	.	PUNCT
ajis02-1552	70	1	although	although	SCONJ
ajis02-1552	70	2	hashtags	hashtag	NOUN
ajis02-1552	70	3	can	can	AUX
ajis02-1552	70	4	reveal	reveal	VERB
ajis02-1552	70	5	the	the	DET
ajis02-1552	70	6	tweet	tweet	NOUN
ajis02-1552	70	7	’s	’s	PART
ajis02-1552	70	8	topic	topic	NOUN
ajis02-1552	70	9	correctly	correctly	ADV
ajis02-1552	70	10	,	,	PUNCT
ajis02-1552	70	11	over	over	ADP
ajis02-1552	70	12	80	80	NUM
ajis02-1552	70	13	%	%	NOUN
ajis02-1552	70	14	of	of	ADP
ajis02-1552	70	15	tweets	tweet	NOUN
ajis02-1552	70	16	do	do	AUX
ajis02-1552	70	17	not	not	PART
ajis02-1552	70	18	have	have	VERB
ajis02-1552	70	19	hashtags	hashtag	NOUN
ajis02-1552	70	20	.	.	PUNCT
ajis02-1552	71	1	these	these	DET
ajis02-1552	71	2	results	result	NOUN
ajis02-1552	71	3	are	be	AUX
ajis02-1552	71	4	neglecting	neglect	VERB
ajis02-1552	71	5	the	the	DET
ajis02-1552	71	6	majority	majority	NOUN
ajis02-1552	71	7	of	of	ADP
ajis02-1552	71	8	tweets	tweet	NOUN
ajis02-1552	71	9	and	and	CCONJ
ajis02-1552	71	10	can	can	AUX
ajis02-1552	71	11	mislead	mislead	VERB
ajis02-1552	71	12	a	a	DET
ajis02-1552	71	13	topic	topic	NOUN
ajis02-1552	71	14	-	-	PUNCT
ajis02-1552	71	15	based	base	VERB
ajis02-1552	71	16	user	user	NOUN
ajis02-1552	71	17	influence	influence	NOUN
ajis02-1552	71	18	,	,	PUNCT
ajis02-1552	71	19	as	as	SCONJ
ajis02-1552	71	20	4	4	NUM
ajis02-1552	71	21	out	out	ADP
ajis02-1552	71	22	of	of	ADP
ajis02-1552	71	23	5	5	NUM
ajis02-1552	71	24	of	of	ADP
ajis02-1552	71	25	her	her	PRON
ajis02-1552	71	26	tweets	tweet	NOUN
ajis02-1552	71	27	are	be	AUX
ajis02-1552	71	28	not	not	PART
ajis02-1552	71	29	considered	consider	VERB
ajis02-1552	71	30	for	for	ADP
ajis02-1552	71	31	measuring	measure	VERB
ajis02-1552	71	32	her	her	PRON
ajis02-1552	71	33	influence	influence	NOUN
ajis02-1552	71	34	.	.	PUNCT
ajis02-1552	72	1	cataldi	cataldi	ADJ
ajis02-1552	72	2	and	and	CCONJ
ajis02-1552	72	3	aufaure	aufaure	PROPN
ajis02-1552	72	4	(	(	PUNCT
ajis02-1552	72	5	2014	2014	NUM
ajis02-1552	72	6	)	)	PUNCT
ajis02-1552	72	7	estimated	estimate	VERB
ajis02-1552	72	8	twitter	twitter	NOUN
ajis02-1552	72	9	user	user	NOUN
ajis02-1552	72	10	influence	influence	NOUN
ajis02-1552	72	11	for	for	ADP
ajis02-1552	72	12	topics	topic	NOUN
ajis02-1552	72	13	of	of	ADP
ajis02-1552	72	14	conversations	conversation	NOUN
ajis02-1552	72	15	based	base	VERB
ajis02-1552	72	16	on	on	ADP
ajis02-1552	72	17	pagerank	pagerank	NOUN
ajis02-1552	72	18	.	.	PUNCT
ajis02-1552	73	1	for	for	ADP
ajis02-1552	73	2	that	that	DET
ajis02-1552	73	3	purpose	purpose	NOUN
ajis02-1552	73	4	they	they	PRON
ajis02-1552	73	5	build	build	VERB
ajis02-1552	73	6	a	a	DET
ajis02-1552	73	7	topic	topic	NOUN
ajis02-1552	73	8	information	information	NOUN
ajis02-1552	73	9	exchange	exchange	NOUN
ajis02-1552	73	10	graph	graph	NOUN
ajis02-1552	73	11	to	to	PART
ajis02-1552	73	12	take	take	VERB
ajis02-1552	73	13	the	the	DET
ajis02-1552	73	14	information	information	NOUN
ajis02-1552	73	15	diffusion	diffusion	NOUN
ajis02-1552	73	16	and	and	CCONJ
ajis02-1552	73	17	degree	degree	NOUN
ajis02-1552	73	18	of	of	ADP
ajis02-1552	73	19	information	information	NOUN
ajis02-1552	73	20	shared	share	VERB
ajis02-1552	73	21	into	into	ADP
ajis02-1552	73	22	account	account	NOUN
ajis02-1552	73	23	for	for	ADP
ajis02-1552	73	24	user	user	NOUN
ajis02-1552	73	25	influence	influence	NOUN
ajis02-1552	73	26	estimation	estimation	NOUN
ajis02-1552	73	27	.	.	PUNCT
ajis02-1552	74	1	they	they	PRON
ajis02-1552	74	2	manually	manually	ADV
ajis02-1552	74	3	considered	consider	VERB
ajis02-1552	74	4	seven	seven	NUM
ajis02-1552	74	5	topic	topic	NOUN
ajis02-1552	74	6	categories	category	NOUN
ajis02-1552	74	7	and	and	CCONJ
ajis02-1552	74	8	later	later	ADV
ajis02-1552	74	9	assign	assign	VERB
ajis02-1552	74	10	each	each	DET
ajis02-1552	74	11	tweet	tweet	NOUN
ajis02-1552	74	12	to	to	ADP
ajis02-1552	74	13	those	those	DET
ajis02-1552	74	14	categories	category	NOUN
ajis02-1552	74	15	through	through	ADP
ajis02-1552	74	16	an	an	DET
ajis02-1552	74	17	ngram	ngram	NOUN
ajis02-1552	74	18	model	model	NOUN
ajis02-1552	74	19	.	.	PUNCT
ajis02-1552	75	1	however	however	ADV
ajis02-1552	75	2	,	,	PUNCT
ajis02-1552	75	3	their	their	PRON
ajis02-1552	75	4	approach	approach	NOUN
ajis02-1552	75	5	is	be	AUX
ajis02-1552	75	6	unable	unable	ADJ
ajis02-1552	75	7	to	to	PART
ajis02-1552	75	8	identify	identify	VERB
ajis02-1552	75	9	topics	topic	NOUN
ajis02-1552	75	10	in	in	ADP
ajis02-1552	75	11	the	the	DET
ajis02-1552	75	12	lower	low	ADJ
ajis02-1552	75	13	level	level	NOUN
ajis02-1552	75	14	of	of	ADP
ajis02-1552	75	15	the	the	DET
ajis02-1552	75	16	main	main	ADJ
ajis02-1552	75	17	categories	category	NOUN
ajis02-1552	75	18	.	.	PUNCT
ajis02-1552	76	1	for	for	ADP
ajis02-1552	76	2	example	example	NOUN
ajis02-1552	76	3	,	,	PUNCT
ajis02-1552	76	4	if	if	SCONJ
ajis02-1552	76	5	someone	someone	PRON
ajis02-1552	76	6	is	be	AUX
ajis02-1552	76	7	detected	detect	VERB
ajis02-1552	76	8	as	as	ADP
ajis02-1552	76	9	influential	influential	ADJ
ajis02-1552	76	10	in	in	ADP
ajis02-1552	76	11	the	the	DET
ajis02-1552	76	12	sports	sport	NOUN
ajis02-1552	76	13	category	category	NOUN
ajis02-1552	76	14	we	we	PRON
ajis02-1552	76	15	do	do	AUX
ajis02-1552	76	16	not	not	PART
ajis02-1552	76	17	know	know	VERB
ajis02-1552	76	18	which	which	DET
ajis02-1552	76	19	sport	sport	NOUN
ajis02-1552	76	20	the	the	DET
ajis02-1552	76	21	influence	influence	NOUN
ajis02-1552	76	22	belongs	belong	VERB
ajis02-1552	76	23	to	to	ADP
ajis02-1552	76	24	.	.	PUNCT
ajis02-1552	77	1	weng	weng	PROPN
ajis02-1552	77	2	,	,	PUNCT
ajis02-1552	77	3	lim	lim	PROPN
ajis02-1552	77	4	et	et	PROPN
ajis02-1552	77	5	al	al	PROPN
ajis02-1552	77	6	.	.	PROPN
ajis02-1552	77	7	(	(	PUNCT
ajis02-1552	77	8	2010	2010	NUM
ajis02-1552	77	9	)	)	PUNCT
ajis02-1552	77	10	proposed	propose	VERB
ajis02-1552	77	11	twitterrank	twitterrank	PROPN
ajis02-1552	77	12	,	,	PUNCT
ajis02-1552	77	13	a	a	DET
ajis02-1552	77	14	pagerank	pagerank	NOUN
ajis02-1552	77	15	extension	extension	NOUN
ajis02-1552	77	16	,	,	PUNCT
ajis02-1552	77	17	that	that	SCONJ
ajis02-1552	77	18	measures	measure	VERB
ajis02-1552	77	19	user	user	NOUN
ajis02-1552	77	20	influence	influence	NOUN
ajis02-1552	77	21	by	by	ADP
ajis02-1552	77	22	calculating	calculate	VERB
ajis02-1552	77	23	topical	topical	ADJ
ajis02-1552	77	24	similarities	similarity	NOUN
ajis02-1552	77	25	of	of	ADP
ajis02-1552	77	26	users	user	NOUN
ajis02-1552	77	27	and	and	CCONJ
ajis02-1552	77	28	their	their	PRON
ajis02-1552	77	29	network	network	NOUN
ajis02-1552	77	30	connections	connection	NOUN
ajis02-1552	77	31	.	.	PUNCT
ajis02-1552	78	1	for	for	ADP
ajis02-1552	78	2	topic	topic	NOUN
ajis02-1552	78	3	identification	identification	NOUN
ajis02-1552	78	4	,	,	PUNCT
ajis02-1552	78	5	they	they	PRON
ajis02-1552	78	6	used	use	VERB
ajis02-1552	78	7	the	the	DET
ajis02-1552	78	8	unsupervised	unsupervised	ADJ
ajis02-1552	78	9	text	text	NOUN
ajis02-1552	78	10	categorization	categorization	NOUN
ajis02-1552	78	11	technique	technique	NOUN
ajis02-1552	78	12	,	,	PUNCT
ajis02-1552	78	13	lda	lda	PROPN
ajis02-1552	78	14	,	,	PUNCT
ajis02-1552	78	15	by	by	ADP
ajis02-1552	78	16	aggregating	aggregate	VERB
ajis02-1552	78	17	all	all	DET
ajis02-1552	78	18	tweets	tweet	NOUN
ajis02-1552	78	19	of	of	ADP
ajis02-1552	78	20	a	a	DET
ajis02-1552	78	21	user	user	NOUN
ajis02-1552	78	22	into	into	ADP
ajis02-1552	78	23	a	a	DET
ajis02-1552	78	24	document	document	NOUN
ajis02-1552	78	25	.	.	PUNCT
ajis02-1552	79	1	although	although	SCONJ
ajis02-1552	79	2	this	this	DET
ajis02-1552	79	3	approach	approach	NOUN
ajis02-1552	79	4	is	be	AUX
ajis02-1552	79	5	presented	present	VERB
ajis02-1552	79	6	as	as	ADP
ajis02-1552	79	7	topic	topic	NOUN
ajis02-1552	79	8	-	-	PUNCT
ajis02-1552	79	9	sensitive	sensitive	ADJ
ajis02-1552	79	10	,	,	PUNCT
ajis02-1552	79	11	this	this	DET
ajis02-1552	79	12	approach	approach	NOUN
ajis02-1552	79	13	can	can	AUX
ajis02-1552	79	14	not	not	PART
ajis02-1552	79	15	discriminate	discriminate	VERB
ajis02-1552	79	16	the	the	DET
ajis02-1552	79	17	user	user	NOUN
ajis02-1552	79	18	influence	influence	NOUN
ajis02-1552	79	19	for	for	ADP
ajis02-1552	79	20	the	the	DET
ajis02-1552	79	21	topics	topic	NOUN
ajis02-1552	79	22	.	.	PUNCT
ajis02-1552	80	1	sung	sung	PROPN
ajis02-1552	80	2	,	,	PUNCT
ajis02-1552	80	3	moon	moon	PROPN
ajis02-1552	80	4	et	et	PROPN
ajis02-1552	80	5	al	al	PROPN
ajis02-1552	80	6	.	.	PROPN
ajis02-1552	81	1	(	(	PUNCT
ajis02-1552	81	2	2013	2013	NUM
ajis02-1552	81	3	)	)	PUNCT
ajis02-1552	81	4	proposed	propose	VERB
ajis02-1552	81	5	another	another	DET
ajis02-1552	81	6	extension	extension	NOUN
ajis02-1552	81	7	of	of	ADP
ajis02-1552	81	8	pagerank	pagerank	NOUN
ajis02-1552	81	9	,	,	PUNCT
ajis02-1552	81	10	and	and	CCONJ
ajis02-1552	81	11	unlike	unlike	ADP
ajis02-1552	81	12	(	(	PUNCT
ajis02-1552	81	13	weng	weng	PROPN
ajis02-1552	81	14	,	,	PUNCT
ajis02-1552	81	15	lim	lim	PROPN
ajis02-1552	81	16	et	et	PROPN
ajis02-1552	81	17	al	al	PROPN
ajis02-1552	81	18	.	.	PROPN
ajis02-1552	81	19	2010	2010	NUM
ajis02-1552	81	20	)	)	PUNCT
ajis02-1552	81	21	,	,	PUNCT
ajis02-1552	81	22	it	it	PRON
ajis02-1552	81	23	does	do	AUX
ajis02-1552	81	24	not	not	PART
ajis02-1552	81	25	need	need	VERB
ajis02-1552	81	26	predefined	predefined	ADJ
ajis02-1552	81	27	topics	topic	NOUN
ajis02-1552	81	28	for	for	ADP
ajis02-1552	81	29	topic	topic	NOUN
ajis02-1552	81	30	-	-	PUNCT
ajis02-1552	81	31	based	base	VERB
ajis02-1552	81	32	user	user	NOUN
ajis02-1552	81	33	influence	influence	NOUN
ajis02-1552	81	34	.	.	PUNCT
ajis02-1552	82	1	in	in	ADP
ajis02-1552	82	2	(	(	PUNCT
ajis02-1552	82	3	cano	cano	PROPN
ajis02-1552	82	4	,	,	PUNCT
ajis02-1552	82	5	mazumdar	mazumdar	NOUN
ajis02-1552	82	6	et	et	PROPN
ajis02-1552	82	7	al	al	PROPN
ajis02-1552	82	8	.	.	PROPN
ajis02-1552	82	9	2014	2014	NUM
ajis02-1552	82	10	)	)	PUNCT
ajis02-1552	82	11	,	,	PUNCT
ajis02-1552	82	12	a	a	DET
ajis02-1552	82	13	pagerank	pagerank	NOUN
ajis02-1552	82	14	-	-	PUNCT
ajis02-1552	82	15	based	base	VERB
ajis02-1552	82	16	user	user	NOUN
ajis02-1552	82	17	influence	influence	PROPN
ajis02-1552	82	18	rank	rank	PROPN
ajis02-1552	82	19	algorithm	algorithm	PROPN
ajis02-1552	82	20	introduced	introduce	VERB
ajis02-1552	82	21	that	that	SCONJ
ajis02-1552	82	22	the	the	DET
ajis02-1552	82	23	user	user	NOUN
ajis02-1552	82	24	links	link	NOUN
ajis02-1552	82	25	have	have	VERB
ajis02-1552	82	26	weights	weight	NOUN
ajis02-1552	82	27	based	base	VERB
ajis02-1552	82	28	on	on	ADP
ajis02-1552	82	29	their	their	PRON
ajis02-1552	82	30	topics	topic	NOUN
ajis02-1552	82	31	of	of	ADP
ajis02-1552	82	32	interest	interest	NOUN
ajis02-1552	82	33	similarities	similarity	NOUN
ajis02-1552	82	34	.	.	PUNCT
ajis02-1552	83	1	in	in	ADP
ajis02-1552	83	2	(	(	PUNCT
ajis02-1552	83	3	liu	liu	PROPN
ajis02-1552	83	4	,	,	PUNCT
ajis02-1552	83	5	shen	shen	PROPN
ajis02-1552	83	6	et	et	PROPN
ajis02-1552	83	7	al	al	PROPN
ajis02-1552	83	8	.	.	PROPN
ajis02-1552	83	9	2014	2014	NUM
ajis02-1552	83	10	)	)	PUNCT
ajis02-1552	83	11	,	,	PUNCT
ajis02-1552	83	12	their	their	PRON
ajis02-1552	83	13	topic	topic	NOUN
ajis02-1552	83	14	-	-	PUNCT
ajis02-1552	83	15	based	base	VERB
ajis02-1552	83	16	influence	influence	NOUN
ajis02-1552	83	17	framework	framework	NOUN
ajis02-1552	83	18	considers	consider	VERB
ajis02-1552	83	19	retweet	retweet	NOUN
ajis02-1552	83	20	frequency	frequency	NOUN
ajis02-1552	83	21	and	and	CCONJ
ajis02-1552	83	22	link	link	NOUN
ajis02-1552	83	23	strength	strength	NOUN
ajis02-1552	83	24	.	.	PUNCT
ajis02-1552	84	1	the	the	DET
ajis02-1552	84	2	link	link	NOUN
ajis02-1552	84	3	strength	strength	NOUN
ajis02-1552	84	4	is	be	AUX
ajis02-1552	84	5	estimated	estimate	VERB
ajis02-1552	84	6	by	by	ADP
ajis02-1552	84	7	poisson	poisson	PROPN
ajis02-1552	84	8	regression	regression	NOUN
ajis02-1552	84	9	-	-	PUNCT
ajis02-1552	84	10	based	base	VERB
ajis02-1552	84	11	latent	latent	NOUN
ajis02-1552	84	12	variable	variable	ADJ
ajis02-1552	84	13	model	model	NOUN
ajis02-1552	84	14	on	on	ADP
ajis02-1552	84	15	user	user	NOUN
ajis02-1552	84	16	’s	’s	PART
ajis02-1552	84	17	frequency	frequency	NOUN
ajis02-1552	84	18	of	of	ADP
ajis02-1552	84	19	retweeting	retweete	VERB
ajis02-1552	84	20	each	each	DET
ajis02-1552	84	21	other	other	ADJ
ajis02-1552	84	22	.	.	PUNCT
ajis02-1552	84	23	welch	welch	PROPN
ajis02-1552	84	24	,	,	PUNCT
ajis02-1552	84	25	schonfeld	schonfeld	VERB
ajis02-1552	84	26	et	et	PROPN
ajis02-1552	84	27	al	al	PROPN
ajis02-1552	84	28	.	.	PROPN
ajis02-1552	85	1	(	(	PUNCT
ajis02-1552	85	2	2011	2011	NUM
ajis02-1552	85	3	)	)	PUNCT
ajis02-1552	85	4	found	find	VERB
ajis02-1552	85	5	out	out	ADP
ajis02-1552	85	6	that	that	SCONJ
ajis02-1552	85	7	topical	topical	ADJ
ajis02-1552	85	8	relevance	relevance	NOUN
ajis02-1552	85	9	is	be	AUX
ajis02-1552	85	10	better	well	ADV
ajis02-1552	85	11	detectable	detectable	ADJ
ajis02-1552	85	12	through	through	ADP
ajis02-1552	85	13	the	the	DET
ajis02-1552	85	14	retweet	retweet	NOUN
ajis02-1552	85	15	link	link	NOUN
ajis02-1552	85	16	rather	rather	ADV
ajis02-1552	85	17	than	than	ADP
ajis02-1552	85	18	following	follow	VERB
ajis02-1552	85	19	links	link	NOUN
ajis02-1552	85	20	.	.	PUNCT
ajis02-1552	86	1	they	they	PRON
ajis02-1552	86	2	used	use	VERB
ajis02-1552	86	3	two	two	NUM
ajis02-1552	86	4	variations	variation	NOUN
ajis02-1552	86	5	of	of	ADP
ajis02-1552	86	6	pagerank	pagerank	NOUN
ajis02-1552	86	7	algorithm	algorithm	NOUN
ajis02-1552	86	8	to	to	ADP
ajis02-1552	86	9	on	on	ADP
ajis02-1552	86	10	retweet	retweet	NOUN
ajis02-1552	86	11	and	and	CCONJ
ajis02-1552	86	12	following	follow	VERB
ajis02-1552	86	13	graphs	graph	NOUN
ajis02-1552	86	14	for	for	ADP
ajis02-1552	86	15	that	that	DET
ajis02-1552	86	16	purpose	purpose	NOUN
ajis02-1552	86	17	.	.	PUNCT
ajis02-1552	87	1	in	in	ADP
ajis02-1552	87	2	a	a	DET
ajis02-1552	87	3	recent	recent	ADJ
ajis02-1552	87	4	work	work	NOUN
ajis02-1552	87	5	by	by	ADP
ajis02-1552	87	6	katsimpras	katsimpras	PROPN
ajis02-1552	87	7	,	,	PUNCT
ajis02-1552	87	8	vogiatzis	vogiatzis	PROPN
ajis02-1552	87	9	et	et	PROPN
ajis02-1552	87	10	al	al	PROPN
ajis02-1552	87	11	.	.	PROPN
ajis02-1552	88	1	(	(	PUNCT
ajis02-1552	88	2	2015	2015	NUM
ajis02-1552	88	3	)	)	PUNCT
ajis02-1552	88	4	,	,	PUNCT
ajis02-1552	88	5	they	they	PRON
ajis02-1552	88	6	proposed	propose	VERB
ajis02-1552	88	7	a	a	DET
ajis02-1552	88	8	supervised	supervised	ADJ
ajis02-1552	88	9	random	random	ADJ
ajis02-1552	88	10	walk	walk	NOUN
ajis02-1552	88	11	algorithm	algorithm	NOUN
ajis02-1552	88	12	for	for	ADP
ajis02-1552	88	13	topic	topic	NOUN
ajis02-1552	88	14	sensitive	sensitive	ADJ
ajis02-1552	88	15	user	user	NOUN
ajis02-1552	88	16	ranking	ranking	PROPN
ajis02-1552	88	17	.	.	PUNCT
ajis02-1552	89	1	as	as	SCONJ
ajis02-1552	89	2	it	it	PRON
ajis02-1552	89	3	is	be	AUX
ajis02-1552	89	4	obvious	obvious	ADJ
ajis02-1552	89	5	from	from	ADP
ajis02-1552	89	6	the	the	DET
ajis02-1552	89	7	algorithm	algorithm	NOUN
ajis02-1552	89	8	name	name	NOUN
ajis02-1552	89	9	,	,	PUNCT
ajis02-1552	89	10	it	it	PRON
ajis02-1552	89	11	needs	need	VERB
ajis02-1552	89	12	labelled	label	VERB
ajis02-1552	89	13	data	datum	NOUN
ajis02-1552	89	14	,	,	PUNCT
ajis02-1552	89	15	which	which	PRON
ajis02-1552	89	16	is	be	AUX
ajis02-1552	89	17	not	not	PART
ajis02-1552	89	18	very	very	ADV
ajis02-1552	89	19	practical	practical	ADJ
ajis02-1552	89	20	in	in	ADP
ajis02-1552	89	21	many	many	ADJ
ajis02-1552	89	22	cases	case	NOUN
ajis02-1552	89	23	especially	especially	ADV
ajis02-1552	89	24	with	with	ADP
ajis02-1552	89	25	the	the	DET
ajis02-1552	89	26	volume	volume	NOUN
ajis02-1552	89	27	of	of	ADP
ajis02-1552	89	28	social	social	ADJ
ajis02-1552	89	29	networks	network	NOUN
ajis02-1552	89	30	.	.	PUNCT
ajis02-1552	90	1	it	it	PRON
ajis02-1552	90	2	is	be	AUX
ajis02-1552	90	3	worth	worth	ADJ
ajis02-1552	90	4	mentioning	mention	VERB
ajis02-1552	90	5	that	that	SCONJ
ajis02-1552	90	6	similar	similar	ADJ
ajis02-1552	90	7	works	work	NOUN
ajis02-1552	90	8	exist	exist	VERB
ajis02-1552	90	9	that	that	PRON
ajis02-1552	90	10	are	be	AUX
ajis02-1552	90	11	only	only	ADV
ajis02-1552	90	12	after	after	ADP
ajis02-1552	90	13	the	the	DET
ajis02-1552	90	14	identification	identification	NOUN
ajis02-1552	90	15	of	of	ADP
ajis02-1552	90	16	global	global	ADJ
ajis02-1552	90	17	influencers	influencer	NOUN
ajis02-1552	90	18	instead	instead	ADV
ajis02-1552	90	19	of	of	ADP
ajis02-1552	90	20	influencers	influencer	NOUN
ajis02-1552	90	21	for	for	ADP
ajis02-1552	90	22	specific	specific	ADJ
ajis02-1552	90	23	topics	topic	NOUN
ajis02-1552	90	24	.	.	PUNCT
ajis02-1552	91	1	an	an	DET
ajis02-1552	91	2	example	example	NOUN
ajis02-1552	91	3	of	of	ADP
ajis02-1552	91	4	such	such	ADJ
ajis02-1552	91	5	works	work	NOUN
ajis02-1552	91	6	is	be	AUX
ajis02-1552	91	7	barbieri	barbieri	PROPN
ajis02-1552	91	8	,	,	PUNCT
ajis02-1552	91	9	bonchi	bonchi	PROPN
ajis02-1552	91	10	et	et	PROPN
ajis02-1552	91	11	al	al	PROPN
ajis02-1552	91	12	.	.	PROPN
ajis02-1552	92	1	(	(	PUNCT
ajis02-1552	92	2	2013	2013	NUM
ajis02-1552	92	3	)	)	PUNCT
ajis02-1552	92	4	where	where	SCONJ
ajis02-1552	92	5	they	they	PRON
ajis02-1552	92	6	extended	extend	VERB
ajis02-1552	92	7	the	the	DET
ajis02-1552	92	8	linear	linear	ADJ
ajis02-1552	92	9	threshold	threshold	NOUN
ajis02-1552	92	10	model	model	NOUN
ajis02-1552	92	11	and	and	CCONJ
ajis02-1552	92	12	independent	independent	ADJ
ajis02-1552	92	13	cascade	cascade	NOUN
ajis02-1552	92	14	model	model	NOUN
ajis02-1552	92	15	to	to	PART
ajis02-1552	92	16	be	be	AUX
ajis02-1552	92	17	topic	topic	NOUN
ajis02-1552	92	18	-	-	PUNCT
ajis02-1552	92	19	aware	aware	ADJ
ajis02-1552	92	20	,	,	PUNCT
ajis02-1552	92	21	the	the	DET
ajis02-1552	92	22	topics	topic	NOUN
ajis02-1552	92	23	are	be	AUX
ajis02-1552	92	24	still	still	ADV
ajis02-1552	92	25	obtained	obtain	VERB
ajis02-1552	92	26	based	base	VERB
ajis02-1552	92	27	on	on	ADP
ajis02-1552	92	28	the	the	DET
ajis02-1552	92	29	network	network	NOUN
ajis02-1552	92	30	structure	structure	NOUN
ajis02-1552	92	31	,	,	PUNCT
ajis02-1552	92	32	while	while	SCONJ
ajis02-1552	92	33	totally	totally	ADV
ajis02-1552	92	34	ignoring	ignore	VERB
ajis02-1552	92	35	the	the	DET
ajis02-1552	92	36	valuable	valuable	ADJ
ajis02-1552	92	37	content	content	NOUN
ajis02-1552	92	38	information	information	NOUN
ajis02-1552	92	39	.	.	PUNCT
ajis02-1552	93	1	australasian	australasian	ADJ
ajis02-1552	93	2	journal	journal	NOUN
ajis02-1552	93	3	of	of	ADP
ajis02-1552	93	4	information	information	NOUN
ajis02-1552	93	5	systems	systems	PROPN
ajis02-1552	93	6	hamzehei	hamzehei	PROPN
ajis02-1552	93	7	,	,	PUNCT
ajis02-1552	93	8	jiang	jiang	PROPN
ajis02-1552	93	9	,	,	PUNCT
ajis02-1552	93	10	koutra	koutra	PROPN
ajis02-1552	93	11	,	,	PUNCT
ajis02-1552	93	12	wong	wong	PROPN
ajis02-1552	93	13	&	&	CCONJ
ajis02-1552	93	14	chen	chen	PROPN
ajis02-1552	93	15	2017	2017	NUM
ajis02-1552	93	16	,	,	PUNCT
ajis02-1552	93	17	vol	vol	NOUN
ajis02-1552	93	18	21	21	NUM
ajis02-1552	93	19	,	,	PUNCT
ajis02-1552	93	20	selected	select	VERB
ajis02-1552	93	21	papers	paper	NOUN
ajis02-1552	93	22	from	from	ADP
ajis02-1552	93	23	ausdm	ausdm	NOUN
ajis02-1552	93	24	topic	topic	NOUN
ajis02-1552	93	25	-	-	PUNCT
ajis02-1552	93	26	based	base	VERB
ajis02-1552	93	27	social	social	ADJ
ajis02-1552	93	28	influence	influence	NOUN
ajis02-1552	93	29	measurement	measurement	NOUN
ajis02-1552	93	30	4	4	NUM
ajis02-1552	93	31	3	3	NUM
ajis02-1552	93	32	background	background	NOUN
ajis02-1552	93	33	next	next	ADV
ajis02-1552	93	34	,	,	PUNCT
ajis02-1552	93	35	we	we	PRON
ajis02-1552	93	36	give	give	VERB
ajis02-1552	93	37	preliminaries	preliminary	NOUN
ajis02-1552	93	38	for	for	ADP
ajis02-1552	93	39	probabilistic	probabilistic	ADJ
ajis02-1552	93	40	topic	topic	NOUN
ajis02-1552	93	41	modelling	modelling	NOUN
ajis02-1552	93	42	and	and	CCONJ
ajis02-1552	93	43	pagerank	pagerank	NOUN
ajis02-1552	93	44	.	.	PUNCT
ajis02-1552	94	1	3.1	3.1	NUM
ajis02-1552	94	2	probabilistic	probabilistic	ADJ
ajis02-1552	94	3	topic	topic	NOUN
ajis02-1552	94	4	modelling	modelling	NOUN
ajis02-1552	94	5	given	give	VERB
ajis02-1552	94	6	a	a	DET
ajis02-1552	94	7	set	set	NOUN
ajis02-1552	94	8	of	of	ADP
ajis02-1552	94	9	documents	document	NOUN
ajis02-1552	94	10	denoted	denote	VERB
ajis02-1552	94	11	by	by	ADP
ajis02-1552	94	12	d	d	PROPN
ajis02-1552	94	13	 	 	SPACE
ajis02-1552	94	14	=	=	NOUN
ajis02-1552	94	15	 	 	SPACE
ajis02-1552	95	1	[	[	X
ajis02-1552	95	2	d1	d1	PROPN
ajis02-1552	95	3	,	,	PUNCT
ajis02-1552	95	4	 	 	SPACE
ajis02-1552	95	5	…	…	PUNCT
ajis02-1552	95	6	,	,	PUNCT
ajis02-1552	95	7	 	 	SPACE
ajis02-1552	95	8	dq	dq	X
ajis02-1552	95	9	]	]	PUNCT
ajis02-1552	95	10	,	,	PUNCT
ajis02-1552	95	11	topic	topic	NOUN
ajis02-1552	95	12	modelling	modelling	NOUN
ajis02-1552	95	13	generates	generate	VERB
ajis02-1552	95	14	a	a	DET
ajis02-1552	95	15	set	set	NOUN
ajis02-1552	95	16	of	of	ADP
ajis02-1552	95	17	t	t	NOUN
ajis02-1552	95	18	topics	topic	NOUN
ajis02-1552	95	19	denoted	denote	VERB
ajis02-1552	95	20	by	by	ADP
ajis02-1552	95	21	𝒯	𝒯	PROPN
ajis02-1552	95	22	 	 	SPACE
ajis02-1552	95	23	=	=	NOUN
ajis02-1552	95	24	 	 	SPACE
ajis02-1552	96	1	[	[	X
ajis02-1552	96	2	t1	t1	NOUN
ajis02-1552	96	3	,	,	PUNCT
ajis02-1552	96	4	 	 	SPACE
ajis02-1552	96	5	⋯	⋯	PROPN
ajis02-1552	96	6	,	,	PUNCT
ajis02-1552	96	7	 	 	SPACE
ajis02-1552	96	8	tj	tj	NOUN
ajis02-1552	96	9	]	]	X
ajis02-1552	96	10	.	.	PUNCT
ajis02-1552	97	1	each	each	DET
ajis02-1552	97	2	topic	topic	NOUN
ajis02-1552	97	3	is	be	AUX
ajis02-1552	97	4	related	relate	VERB
ajis02-1552	97	5	to	to	ADP
ajis02-1552	97	6	a	a	DET
ajis02-1552	97	7	weighted	weight	VERB
ajis02-1552	97	8	representation	representation	NOUN
ajis02-1552	97	9	over	over	ADP
ajis02-1552	97	10	m	m	PROPN
ajis02-1552	97	11	words	word	NOUN
ajis02-1552	97	12	denoted	denote	VERB
ajis02-1552	97	13	by	by	ADP
ajis02-1552	97	14	tj	tj	NOUN
ajis02-1552	97	15	 	 	SPACE
ajis02-1552	97	16	=	=	NOUN
ajis02-1552	97	17	 	 	SPACE
ajis02-1552	97	18	[	[	X
ajis02-1552	97	19	w1⋯wm	w1⋯wm	NOUN
ajis02-1552	97	20	]	]	X
ajis02-1552	97	21	,	,	PUNCT
ajis02-1552	97	22	where	where	SCONJ
ajis02-1552	97	23	wj	wj	PROPN
ajis02-1552	97	24	is	be	AUX
ajis02-1552	97	25	the	the	DET
ajis02-1552	97	26	weight	weight	NOUN
ajis02-1552	97	27	representing	represent	VERB
ajis02-1552	97	28	the	the	DET
ajis02-1552	97	29	contribution	contribution	NOUN
ajis02-1552	97	30	of	of	ADP
ajis02-1552	97	31	word	word	NOUN
ajis02-1552	97	32	wm	wm	PROPN
ajis02-1552	97	33	to	to	ADP
ajis02-1552	97	34	topic	topic	NOUN
ajis02-1552	97	35	tj	tj	PROPN
ajis02-1552	97	36	.	.	PROPN
ajis02-1552	97	37	probabilistic	probabilistic	ADJ
ajis02-1552	97	38	topic	topic	NOUN
ajis02-1552	97	39	modelling	modelling	NOUN
ajis02-1552	97	40	,	,	PUNCT
ajis02-1552	97	41	such	such	ADJ
ajis02-1552	97	42	as	as	ADP
ajis02-1552	97	43	latent	latent	NOUN
ajis02-1552	97	44	dirichlet	dirichlet	PROPN
ajis02-1552	97	45	allocation	allocation	NOUN
ajis02-1552	97	46	(	(	PUNCT
ajis02-1552	97	47	lda	lda	PROPN
ajis02-1552	97	48	)	)	PUNCT
ajis02-1552	97	49	,	,	PUNCT
ajis02-1552	97	50	represents	represent	VERB
ajis02-1552	97	51	a	a	DET
ajis02-1552	97	52	low	low	ADJ
ajis02-1552	97	53	dimensional	dimensional	ADJ
ajis02-1552	97	54	space	space	NOUN
ajis02-1552	97	55	of	of	ADP
ajis02-1552	97	56	corpus	corpus	NOUN
ajis02-1552	97	57	by	by	ADP
ajis02-1552	97	58	detecting	detect	VERB
ajis02-1552	97	59	a	a	DET
ajis02-1552	97	60	set	set	NOUN
ajis02-1552	97	61	of	of	ADP
ajis02-1552	97	62	latent	latent	ADJ
ajis02-1552	97	63	topics	topic	NOUN
ajis02-1552	97	64	.	.	PUNCT
ajis02-1552	98	1	the	the	DET
ajis02-1552	98	2	basic	basic	ADJ
ajis02-1552	98	3	idea	idea	NOUN
ajis02-1552	98	4	of	of	ADP
ajis02-1552	98	5	probabilistic	probabilistic	ADJ
ajis02-1552	98	6	topic	topic	NOUN
ajis02-1552	98	7	modelling	modelling	NOUN
ajis02-1552	98	8	is	be	AUX
ajis02-1552	98	9	having	have	VERB
ajis02-1552	98	10	a	a	DET
ajis02-1552	98	11	z	z	NOUN
ajis02-1552	98	12	hidden	hide	VERB
ajis02-1552	98	13	variable	variable	NOUN
ajis02-1552	98	14	for	for	ADP
ajis02-1552	98	15	each	each	DET
ajis02-1552	98	16	word	word	NOUN
ajis02-1552	98	17	’s	’s	PART
ajis02-1552	98	18	co	co	NOUN
ajis02-1552	98	19	-	-	NOUN
ajis02-1552	98	20	occurrence	occurrence	NOUN
ajis02-1552	98	21	in	in	ADP
ajis02-1552	98	22	the	the	DET
ajis02-1552	98	23	collection	collection	NOUN
ajis02-1552	98	24	of	of	ADP
ajis02-1552	98	25	documents	document	NOUN
ajis02-1552	98	26	.	.	PUNCT
ajis02-1552	99	1	z	z	NOUN
ajis02-1552	99	2	can	can	AUX
ajis02-1552	99	3	range	range	VERB
ajis02-1552	99	4	among	among	ADP
ajis02-1552	99	5	j	j	PROPN
ajis02-1552	99	6	topics	topic	NOUN
ajis02-1552	99	7	where	where	SCONJ
ajis02-1552	99	8	each	each	DET
ajis02-1552	99	9	topic	topic	NOUN
ajis02-1552	99	10	is	be	AUX
ajis02-1552	99	11	a	a	DET
ajis02-1552	99	12	distribution	distribution	NOUN
ajis02-1552	99	13	over	over	ADP
ajis02-1552	99	14	a	a	DET
ajis02-1552	99	15	fixed	fix	VERB
ajis02-1552	99	16	vocabulary	vocabulary	NOUN
ajis02-1552	99	17	.	.	PUNCT
ajis02-1552	100	1	given	give	VERB
ajis02-1552	100	2	a	a	DET
ajis02-1552	100	3	corpus	corpus	NOUN
ajis02-1552	100	4	,	,	PUNCT
ajis02-1552	100	5	a	a	DET
ajis02-1552	100	6	document	document	NOUN
ajis02-1552	100	7	may	may	AUX
ajis02-1552	100	8	contain	contain	VERB
ajis02-1552	100	9	multiple	multiple	ADJ
ajis02-1552	100	10	topics	topic	NOUN
ajis02-1552	100	11	and	and	CCONJ
ajis02-1552	100	12	the	the	DET
ajis02-1552	100	13	words	word	NOUN
ajis02-1552	100	14	are	be	AUX
ajis02-1552	100	15	assumed	assume	VERB
ajis02-1552	100	16	to	to	PART
ajis02-1552	100	17	be	be	AUX
ajis02-1552	100	18	generated	generate	VERB
ajis02-1552	100	19	by	by	ADP
ajis02-1552	100	20	those	those	DET
ajis02-1552	100	21	topics	topic	NOUN
ajis02-1552	100	22	.	.	PUNCT
ajis02-1552	101	1	a	a	DET
ajis02-1552	101	2	probabilistic	probabilistic	ADJ
ajis02-1552	101	3	topic	topic	NOUN
ajis02-1552	101	4	model	model	NOUN
ajis02-1552	101	5	can	can	AUX
ajis02-1552	101	6	be	be	AUX
ajis02-1552	101	7	generated	generate	VERB
ajis02-1552	101	8	over	over	ADP
ajis02-1552	101	9	a	a	DET
ajis02-1552	101	10	process	process	NOUN
ajis02-1552	101	11	as	as	SCONJ
ajis02-1552	101	12	follows	follow	VERB
ajis02-1552	101	13	(	(	PUNCT
ajis02-1552	101	14	blei	blei	NOUN
ajis02-1552	101	15	,	,	PUNCT
ajis02-1552	101	16	ng	ng	PROPN
ajis02-1552	101	17	et	et	PROPN
ajis02-1552	101	18	al	al	PROPN
ajis02-1552	101	19	.	.	PROPN
ajis02-1552	101	20	2003	2003	NUM
ajis02-1552	101	21	):	):	PUNCT
ajis02-1552	101	22	1	1	X
ajis02-1552	101	23	.	.	X
ajis02-1552	101	24	obtain	obtain	VERB
ajis02-1552	101	25	a	a	DET
ajis02-1552	101	26	distribution	distribution	NOUN
ajis02-1552	101	27	over	over	ADP
ajis02-1552	101	28	topics	topic	NOUN
ajis02-1552	101	29	to	to	PART
ajis02-1552	101	30	generate	generate	VERB
ajis02-1552	101	31	a	a	DET
ajis02-1552	101	32	document	document	NOUN
ajis02-1552	101	33	(	(	PUNCT
ajis02-1552	101	34	in	in	ADP
ajis02-1552	101	35	lda	lda	NOUN
ajis02-1552	101	36	this	this	DET
ajis02-1552	101	37	distribution	distribution	NOUN
ajis02-1552	101	38	is	be	AUX
ajis02-1552	101	39	drawn	draw	VERB
ajis02-1552	101	40	from	from	ADP
ajis02-1552	101	41	a	a	DET
ajis02-1552	101	42	dirichlet	dirichlet	NOUN
ajis02-1552	101	43	distribution	distribution	NOUN
ajis02-1552	101	44	with	with	ADP
ajis02-1552	101	45	a	a	DET
ajis02-1552	101	46	corpus	corpus	NOUN
ajis02-1552	101	47	-	-	PUNCT
ajis02-1552	101	48	specific	specific	ADJ
ajis02-1552	101	49	hyperparameter	hyperparameter	NOUN
ajis02-1552	101	50	α	α	NOUN
ajis02-1552	101	51	)	)	PUNCT
ajis02-1552	102	1	2	2	NUM
ajis02-1552	102	2	.	.	PUNCT
ajis02-1552	102	3	then	then	ADV
ajis02-1552	102	4	for	for	SCONJ
ajis02-1552	102	5	each	each	DET
ajis02-1552	102	6	word	word	NOUN
ajis02-1552	102	7	to	to	PART
ajis02-1552	102	8	be	be	AUX
ajis02-1552	102	9	generated	generate	VERB
ajis02-1552	102	10	;	;	PUNCT
ajis02-1552	102	11	a.	a.	NOUN
ajis02-1552	102	12	assign	assign	NOUN
ajis02-1552	102	13	topics	topic	NOUN
ajis02-1552	102	14	by	by	ADP
ajis02-1552	102	15	drawing	draw	VERB
ajis02-1552	102	16	upon	upon	SCONJ
ajis02-1552	102	17	the	the	DET
ajis02-1552	102	18	document	document	NOUN
ajis02-1552	102	19	-	-	PUNCT
ajis02-1552	102	20	specific	specific	ADJ
ajis02-1552	102	21	distribution	distribution	NOUN
ajis02-1552	102	22	over	over	ADP
ajis02-1552	102	23	topics	topic	NOUN
ajis02-1552	102	24	b.	b.	VERB
ajis02-1552	102	25	finally	finally	ADV
ajis02-1552	102	26	,	,	PUNCT
ajis02-1552	102	27	generate	generate	VERB
ajis02-1552	102	28	a	a	DET
ajis02-1552	102	29	word	word	NOUN
ajis02-1552	102	30	from	from	ADP
ajis02-1552	102	31	distribution	distribution	NOUN
ajis02-1552	102	32	of	of	ADP
ajis02-1552	102	33	topics	topic	NOUN
ajis02-1552	102	34	over	over	ADP
ajis02-1552	102	35	words	word	NOUN
ajis02-1552	102	36	in	in	ADP
ajis02-1552	102	37	dictionary	dictionary	PROPN
ajis02-1552	102	38	,	,	PUNCT
ajis02-1552	102	39	which	which	PRON
ajis02-1552	102	40	means	mean	VERB
ajis02-1552	102	41	words	word	NOUN
ajis02-1552	102	42	of	of	ADP
ajis02-1552	102	43	each	each	DET
ajis02-1552	102	44	document	document	NOUN
ajis02-1552	102	45	come	come	VERB
ajis02-1552	102	46	from	from	ADP
ajis02-1552	102	47	a	a	DET
ajis02-1552	102	48	mixture	mixture	NOUN
ajis02-1552	102	49	of	of	ADP
ajis02-1552	102	50	topics	topic	NOUN
ajis02-1552	102	51	.	.	PUNCT
ajis02-1552	103	1	we	we	PRON
ajis02-1552	103	2	aim	aim	VERB
ajis02-1552	103	3	to	to	PART
ajis02-1552	103	4	use	use	VERB
ajis02-1552	103	5	probabilistic	probabilistic	ADJ
ajis02-1552	103	6	topic	topic	NOUN
ajis02-1552	103	7	modelling	modelling	NOUN
ajis02-1552	103	8	to	to	PART
ajis02-1552	103	9	represent	represent	VERB
ajis02-1552	103	10	items	item	NOUN
ajis02-1552	103	11	as	as	ADP
ajis02-1552	103	12	a	a	DET
ajis02-1552	103	13	set	set	NOUN
ajis02-1552	103	14	of	of	ADP
ajis02-1552	103	15	topics	topic	NOUN
ajis02-1552	103	16	and	and	CCONJ
ajis02-1552	103	17	also	also	ADV
ajis02-1552	103	18	detect	detect	VERB
ajis02-1552	103	19	social	social	ADJ
ajis02-1552	103	20	network	network	NOUN
ajis02-1552	103	21	users	user	NOUN
ajis02-1552	103	22	interest	interest	NOUN
ajis02-1552	103	23	by	by	ADP
ajis02-1552	103	24	applying	apply	VERB
ajis02-1552	103	25	topic	topic	NOUN
ajis02-1552	103	26	modelling	modelling	NOUN
ajis02-1552	103	27	on	on	ADP
ajis02-1552	103	28	their	their	PRON
ajis02-1552	103	29	timelines	timeline	NOUN
ajis02-1552	103	30	.	.	PUNCT
ajis02-1552	104	1	3.2	3.2	NUM
ajis02-1552	104	2	pagerank	pagerank	NOUN
ajis02-1552	104	3	pagerank	pagerank	NOUN
ajis02-1552	104	4	is	be	AUX
ajis02-1552	104	5	a	a	DET
ajis02-1552	104	6	webpages	webpage	NOUN
ajis02-1552	104	7	ranking	rank	VERB
ajis02-1552	104	8	algorithm	algorithm	NOUN
ajis02-1552	104	9	that	that	PRON
ajis02-1552	104	10	calculate	calculate	VERB
ajis02-1552	104	11	rank	rank	NOUN
ajis02-1552	104	12	xi	xi	NOUN
ajis02-1552	104	13	for	for	ADP
ajis02-1552	104	14	vertex	vertex	NOUN
ajis02-1552	104	15	vi	vi	PROPN
ajis02-1552	104	16	based	base	VERB
ajis02-1552	104	17	on	on	ADP
ajis02-1552	104	18	the	the	DET
ajis02-1552	104	19	rank	rank	NOUN
ajis02-1552	104	20	of	of	ADP
ajis02-1552	104	21	other	other	ADJ
ajis02-1552	104	22	vertices	vertex	NOUN
ajis02-1552	104	23	in	in	ADP
ajis02-1552	104	24	the	the	DET
ajis02-1552	104	25	graph	graph	NOUN
ajis02-1552	104	26	that	that	DET
ajis02-1552	104	27	point	point	NOUN
ajis02-1552	104	28	to	to	ADP
ajis02-1552	104	29	vertex	vertex	PROPN
ajis02-1552	104	30	vi	vi	PROPN
ajis02-1552	104	31	.	.	PROPN
ajis02-1552	105	1	assume	assume	VERB
ajis02-1552	105	2	g(v	g(v	PROPN
ajis02-1552	105	3	,	,	PUNCT
ajis02-1552	105	4	e	e	NOUN
ajis02-1552	105	5	)	)	PUNCT
ajis02-1552	105	6	denotes	denote	VERB
ajis02-1552	105	7	a	a	DET
ajis02-1552	105	8	directed	direct	VERB
ajis02-1552	105	9	graph	graph	NOUN
ajis02-1552	105	10	,	,	PUNCT
ajis02-1552	105	11	where	where	SCONJ
ajis02-1552	105	12	the	the	DET
ajis02-1552	105	13	set	set	NOUN
ajis02-1552	105	14	v	v	NOUN
ajis02-1552	105	15	of	of	ADP
ajis02-1552	105	16	vertices	vertex	NOUN
ajis02-1552	105	17	consists	consist	VERB
ajis02-1552	105	18	of	of	ADP
ajis02-1552	105	19	i	i	PRON
ajis02-1552	105	20	users	user	NOUN
ajis02-1552	105	21	and	and	CCONJ
ajis02-1552	105	22	users	user	NOUN
ajis02-1552	105	23	relationships	relationship	NOUN
ajis02-1552	105	24	are	be	AUX
ajis02-1552	105	25	the	the	DET
ajis02-1552	105	26	edges	edge	NOUN
ajis02-1552	105	27	set	set	VERB
ajis02-1552	105	28	e.	e.	PROPN
ajis02-1552	105	29	considering	consider	VERB
ajis02-1552	105	30	ui	ui	PROPN
ajis02-1552	105	31	as	as	ADP
ajis02-1552	105	32	a	a	DET
ajis02-1552	105	33	user	user	NOUN
ajis02-1552	105	34	equal	equal	ADJ
ajis02-1552	105	35	to	to	ADP
ajis02-1552	105	36	vertex	vertex	PROPN
ajis02-1552	105	37	vi	vi	NOUN
ajis02-1552	105	38	in	in	ADP
ajis02-1552	105	39	the	the	DET
ajis02-1552	105	40	graph	graph	NOUN
ajis02-1552	105	41	g	g	NOUN
ajis02-1552	105	42	,	,	PUNCT
ajis02-1552	105	43	the	the	DET
ajis02-1552	105	44	directed	direct	VERB
ajis02-1552	105	45	edge	edge	NOUN
ajis02-1552	105	46	(	(	PUNCT
ajis02-1552	105	47	i	i	PRON
ajis02-1552	105	48	,	,	PUNCT
ajis02-1552	105	49	 	 	SPACE
ajis02-1552	105	50	i	i	PRON
ajis02-1552	105	51	'	'	PUNCT
ajis02-1552	105	52	)	)	PUNCT
ajis02-1552	105	53	exists	exist	VERB
ajis02-1552	105	54	if	if	SCONJ
ajis02-1552	105	55	user	user	NOUN
ajis02-1552	105	56	ui	ui	PROPN
ajis02-1552	105	57	is	be	AUX
ajis02-1552	105	58	connected	connect	VERB
ajis02-1552	105	59	to	to	ADP
ajis02-1552	105	60	user	user	NOUN
ajis02-1552	105	61	ui	ui	NOUN
ajis02-1552	105	62	’	'	PUNCT
ajis02-1552	105	63	.	.	PUNCT
ajis02-1552	106	1	the	the	DET
ajis02-1552	106	2	directed	direct	VERB
ajis02-1552	106	3	vertices	vertex	NOUN
ajis02-1552	106	4	of	of	ADP
ajis02-1552	106	5	the	the	DET
ajis02-1552	106	6	graph	graph	NOUN
ajis02-1552	106	7	g	g	PROPN
ajis02-1552	106	8	contained	contain	VERB
ajis02-1552	106	9	in	in	ADP
ajis02-1552	106	10	the	the	DET
ajis02-1552	106	11	asymmetric	asymmetric	ADJ
ajis02-1552	106	12	adjacency	adjacency	NOUN
ajis02-1552	106	13	matrix	matrix	NOUN
ajis02-1552	106	14	l	l	NOUN
ajis02-1552	106	15	 	 	SPACE
ajis02-1552	106	16	=	=	NOUN
ajis02-1552	106	17	 	 	SPACE
ajis02-1552	106	18	(	(	PUNCT
ajis02-1552	106	19	li	li	PROPN
ajis02-1552	106	20	,	,	PUNCT
ajis02-1552	106	21	i	i	PRON
ajis02-1552	106	22	'	'	PUNCT
ajis02-1552	106	23	)	)	PUNCT
ajis02-1552	106	24	,	,	PUNCT
ajis02-1552	106	25	where	where	SCONJ
ajis02-1552	106	26	l(i	l(i	NOUN
ajis02-1552	106	27	,	,	PUNCT
ajis02-1552	106	28	i	i	PRON
ajis02-1552	106	29	'	'	PUNCT
ajis02-1552	106	30	)	)	PUNCT
ajis02-1552	106	31	 	 	SPACE
ajis02-1552	107	1	=	=	VERB
ajis02-1552	107	2	 	 	SPACE
ajis02-1552	107	3	1	1	NUM
ajis02-1552	107	4	if	if	SCONJ
ajis02-1552	107	5	ui	ui	PROPN
ajis02-1552	107	6	 	 	SPACE
ajis02-1552	107	7	→	→	NOUN
ajis02-1552	107	8	 	 	SPACE
ajis02-1552	107	9	ui	ui	NOUN
ajis02-1552	107	10	’	'	PUNCT
ajis02-1552	107	11	and	and	CCONJ
ajis02-1552	107	12	li	li	PROPN
ajis02-1552	107	13	,	,	PUNCT
ajis02-1552	107	14	 	 	SPACE
ajis02-1552	107	15	i	i	PRON
ajis02-1552	107	16	'	'	VERB
ajis02-1552	107	17	 	 	SPACE
ajis02-1552	107	18	=	=	NOUN
ajis02-1552	107	19	 	 	SPACE
ajis02-1552	107	20	0	0	PUNCT
ajis02-1552	107	21	otherwise	otherwise	ADV
ajis02-1552	107	22	.	.	PUNCT
ajis02-1552	108	1	out	out	ADP
ajis02-1552	108	2	-	-	PUNCT
ajis02-1552	108	3	degree	degree	NOUN
ajis02-1552	108	4	dout(i	dout(i	NOUN
ajis02-1552	108	5	)	)	PUNCT
ajis02-1552	108	6	is	be	AUX
ajis02-1552	108	7	the	the	DET
ajis02-1552	108	8	number	number	NOUN
ajis02-1552	108	9	of	of	ADP
ajis02-1552	108	10	users	user	NOUN
ajis02-1552	108	11	that	that	PRON
ajis02-1552	108	12	points	point	VERB
ajis02-1552	108	13	to	to	ADP
ajis02-1552	108	14	user	user	NOUN
ajis02-1552	108	15	i.	i.	NOUN
ajis02-1552	109	1	𝑋𝑖	𝑋𝑖	PROPN
ajis02-1552	109	2	=	=	PUNCT
ajis02-1552	109	3	∑	∑	PROPN
ajis02-1552	109	4	𝐷𝑜𝑢𝑡(𝑖′)−1𝑋𝑖	𝐷𝑜𝑢𝑡(𝑖′)−1𝑋𝑖	PROPN
ajis02-1552	109	5	(	(	PUNCT
ajis02-1552	109	6	𝑖′,𝑖)∈𝐸	𝑖′,𝑖)∈𝐸	ADP
ajis02-1552	109	7	the	the	DET
ajis02-1552	109	8	above	above	ADJ
ajis02-1552	109	9	equation	equation	NOUN
ajis02-1552	109	10	is	be	AUX
ajis02-1552	109	11	a	a	DET
ajis02-1552	109	12	recursive	recursive	ADJ
ajis02-1552	109	13	function	function	NOUN
ajis02-1552	109	14	that	that	PRON
ajis02-1552	109	15	gives	give	VERB
ajis02-1552	109	16	any	any	DET
ajis02-1552	109	17	vertex	vertex	NOUN
ajis02-1552	109	18	points	point	NOUN
ajis02-1552	109	19	to	to	ADP
ajis02-1552	109	20	vertex	vertex	PROPN
ajis02-1552	109	21	vi	vi	PROPN
ajis02-1552	109	22	,	,	PUNCT
ajis02-1552	109	23	a	a	DET
ajis02-1552	109	24	fraction	fraction	NOUN
ajis02-1552	109	25	of	of	ADP
ajis02-1552	109	26	the	the	DET
ajis02-1552	109	27	rank	rank	NOUN
ajis02-1552	109	28	inversely	inversely	ADV
ajis02-1552	109	29	.	.	PUNCT
ajis02-1552	110	1	in	in	ADP
ajis02-1552	110	2	pagerank	pagerank	NOUN
ajis02-1552	110	3	,	,	PUNCT
ajis02-1552	110	4	each	each	DET
ajis02-1552	110	5	out	out	ADV
ajis02-1552	110	6	-	-	PUNCT
ajis02-1552	110	7	going	go	VERB
ajis02-1552	110	8	link	link	NOUN
ajis02-1552	110	9	from	from	ADP
ajis02-1552	110	10	vi	vi	PROPN
ajis02-1552	110	11	is	be	AUX
ajis02-1552	110	12	weighted	weight	VERB
ajis02-1552	110	13	by	by	ADP
ajis02-1552	110	14	1	1	NUM
ajis02-1552	110	15	/	/	SYM
ajis02-1552	110	16	oi	oi	NOUN
ajis02-1552	110	17	,	,	PUNCT
ajis02-1552	110	18	thus	thus	ADV
ajis02-1552	110	19	every	every	DET
ajis02-1552	110	20	node	node	NOUN
ajis02-1552	110	21	has	have	VERB
ajis02-1552	110	22	the	the	DET
ajis02-1552	110	23	same	same	ADJ
ajis02-1552	110	24	total	total	NOUN
ajis02-1552	110	25	out	out	ADV
ajis02-1552	110	26	-	-	PUNCT
ajis02-1552	110	27	going	go	VERB
ajis02-1552	110	28	weights	weight	NOUN
ajis02-1552	110	29	.	.	PUNCT
ajis02-1552	111	1	each	each	DET
ajis02-1552	111	2	node	node	NOUN
ajis02-1552	111	3	has	have	VERB
ajis02-1552	111	4	a	a	DET
ajis02-1552	111	5	total	total	NOUN
ajis02-1552	111	6	of	of	ADP
ajis02-1552	111	7	one	one	NUM
ajis02-1552	111	8	vote	vote	NOUN
ajis02-1552	111	9	.	.	PUNCT
ajis02-1552	112	1	pagerank	pagerank	NOUN
ajis02-1552	112	2	uses	use	VERB
ajis02-1552	112	3	an	an	DET
ajis02-1552	112	4	idea	idea	NOUN
ajis02-1552	112	5	that	that	SCONJ
ajis02-1552	112	6	a	a	DET
ajis02-1552	112	7	“	"	PUNCT
ajis02-1552	112	8	good	good	ADJ
ajis02-1552	112	9	”	"	PUNCT
ajis02-1552	112	10	node	node	NOUN
ajis02-1552	112	11	should	should	AUX
ajis02-1552	112	12	connect	connect	VERB
ajis02-1552	112	13	to	to	ADP
ajis02-1552	112	14	or	or	CCONJ
ajis02-1552	112	15	be	be	AUX
ajis02-1552	112	16	pointed	point	VERB
ajis02-1552	112	17	to	to	ADP
ajis02-1552	112	18	by	by	ADP
ajis02-1552	112	19	other	other	ADJ
ajis02-1552	112	20	“	"	PUNCT
ajis02-1552	112	21	good	good	ADJ
ajis02-1552	112	22	”	"	PUNCT
ajis02-1552	112	23	nodes	node	NOUN
ajis02-1552	112	24	.	.	PUNCT
ajis02-1552	113	1	however	however	ADV
ajis02-1552	113	2	,	,	PUNCT
ajis02-1552	113	3	instead	instead	ADV
ajis02-1552	113	4	of	of	ADP
ajis02-1552	113	5	mutual	mutual	ADJ
ajis02-1552	113	6	reinforcement	reinforcement	NOUN
ajis02-1552	113	7	,	,	PUNCT
ajis02-1552	113	8	it	it	PRON
ajis02-1552	113	9	adopts	adopt	VERB
ajis02-1552	113	10	a	a	DET
ajis02-1552	113	11	web	web	NOUN
ajis02-1552	113	12	surfing	surfing	NOUN
ajis02-1552	113	13	model	model	NOUN
ajis02-1552	113	14	based	base	VERB
ajis02-1552	113	15	on	on	ADP
ajis02-1552	113	16	a	a	DET
ajis02-1552	113	17	markov	markov	NOUN
ajis02-1552	113	18	process	process	NOUN
ajis02-1552	113	19	in	in	ADP
ajis02-1552	113	20	determining	determine	VERB
ajis02-1552	113	21	the	the	DET
ajis02-1552	113	22	scores	score	NOUN
ajis02-1552	113	23	:	:	PUNCT
ajis02-1552	113	24	𝑥	𝑥	NOUN
ajis02-1552	113	25	=	=	SYM
ajis02-1552	113	26	𝐼𝑜𝑝(𝑥	𝐼𝑜𝑝(𝑥	NOUN
ajis02-1552	113	27	)	)	PUNCT
ajis02-1552	113	28	where	where	SCONJ
ajis02-1552	113	29	the	the	DET
ajis02-1552	113	30	iop	iop	NOUN
ajis02-1552	113	31	is	be	AUX
ajis02-1552	113	32	an	an	DET
ajis02-1552	113	33	authority	authority	NOUN
ajis02-1552	113	34	that	that	PRON
ajis02-1552	113	35	is	be	AUX
ajis02-1552	113	36	pointed	point	VERB
ajis02-1552	113	37	to	to	ADP
ajis02-1552	113	38	by	by	ADP
ajis02-1552	113	39	many	many	ADJ
ajis02-1552	113	40	hubs	hub	NOUN
ajis02-1552	113	41	and	and	CCONJ
ajis02-1552	113	42	the	the	DET
ajis02-1552	113	43	iop	iop	NOUN
ajis02-1552	113	44	operation	operation	NOUN
ajis02-1552	113	45	is	be	AUX
ajis02-1552	113	46	defined	define	VERB
ajis02-1552	113	47	to	to	PART
ajis02-1552	113	48	be	be	AUX
ajis02-1552	113	49	𝐼𝑜𝑝	𝐼𝑜𝑝	PROPN
ajis02-1552	113	50	(	(	PUNCT
ajis02-1552	113	51	.	.	PUNCT
ajis02-1552	113	52	)	)	PUNCT
ajis02-1552	114	1	=	=	PUNCT
ajis02-1552	114	2	𝐿𝑇𝐷𝑜𝑢𝑡	𝐿𝑇𝐷𝑜𝑢𝑡	NOUN
ajis02-1552	114	3	−1	−1	NOUN
ajis02-1552	114	4	≡	≡	PROPN
ajis02-1552	114	5	𝑃𝑇	𝑃𝑇	PROPN
ajis02-1552	114	6	.	.	PUNCT
ajis02-1552	115	1	this	this	PRON
ajis02-1552	115	2	amounts	amount	VERB
ajis02-1552	115	3	to	to	PART
ajis02-1552	115	4	rescale	rescale	VERB
ajis02-1552	115	5	the	the	DET
ajis02-1552	115	6	adjacency	adjacency	NOUN
ajis02-1552	115	7	matrix	matrix	NOUN
ajis02-1552	115	8	l	l	NOUN
ajis02-1552	115	9	such	such	ADJ
ajis02-1552	115	10	that	that	SCONJ
ajis02-1552	115	11	each	each	DET
ajis02-1552	115	12	row	row	NOUN
ajis02-1552	115	13	is	be	AUX
ajis02-1552	115	14	sum	sum	NOUN
ajis02-1552	115	15	-	-	PUNCT
ajis02-1552	115	16	to	to	ADP
ajis02-1552	115	17	-	-	PUNCT
ajis02-1552	115	18	one	one	NUM
ajis02-1552	115	19	.	.	PUNCT
ajis02-1552	116	1	thus	thus	ADV
ajis02-1552	116	2	,	,	PUNCT
ajis02-1552	116	3	p	p	X
ajis02-1552	116	4	 	 	SPACE
ajis02-1552	116	5	=	=	VERB
ajis02-1552	116	6	 	 	SPACE
ajis02-1552	116	7	(	(	PUNCT
ajis02-1552	116	8	pi	pi	NOUN
ajis02-1552	116	9	,	,	PUNCT
ajis02-1552	116	10	i	i	PRON
ajis02-1552	116	11	'	'	PUNCT
ajis02-1552	116	12	)	)	PUNCT
ajis02-1552	116	13	is	be	AUX
ajis02-1552	116	14	a	a	DET
ajis02-1552	116	15	stochastic	stochastic	ADJ
ajis02-1552	116	16	matrix	matrix	NOUN
ajis02-1552	116	17	,	,	PUNCT
ajis02-1552	116	18	since	since	SCONJ
ajis02-1552	116	19	∑vpi	∑vpi	ADV
ajis02-1552	116	20	,	,	PUNCT
ajis02-1552	116	21	 	 	SPACE
ajis02-1552	116	22	i	i	PRON
ajis02-1552	116	23	'	'	VERB
ajis02-1552	116	24	 	 	SPACE
ajis02-1552	116	25	=	=	NOUN
ajis02-1552	116	26	 	 	SPACE
ajis02-1552	116	27	1	1	NUM
ajis02-1552	116	28	,	,	PUNCT
ajis02-1552	116	29	 	 	SPACE
ajis02-1552	116	30	pi	pi	NOUN
ajis02-1552	116	31	,	,	PUNCT
ajis02-1552	116	32	 	 	SPACE
ajis02-1552	116	33	i	i	PRON
ajis02-1552	116	34	'	'	VERB
ajis02-1552	116	35	 	 	SPACE
ajis02-1552	116	36	≥	≥	NOUN
ajis02-1552	116	37	 	 	SPACE
ajis02-1552	116	38	0	0	NUM
ajis02-1552	116	39	.	.	PUNCT
ajis02-1552	117	1	pi	pi	PROPN
ajis02-1552	117	2	,	,	PUNCT
ajis02-1552	117	3	 	 	SPACE
ajis02-1552	117	4	i	i	PRON
ajis02-1552	117	5	'	'	AUX
ajis02-1552	117	6	represent	represent	VERB
ajis02-1552	117	7	the	the	DET
ajis02-1552	117	8	probability	probability	NOUN
ajis02-1552	117	9	of	of	ADP
ajis02-1552	117	10	a	a	DET
ajis02-1552	117	11	web	web	NOUN
ajis02-1552	117	12	surfer	surfer	NOUN
ajis02-1552	117	13	making	make	VERB
ajis02-1552	117	14	a	a	DET
ajis02-1552	117	15	transition	transition	NOUN
ajis02-1552	117	16	from	from	ADP
ajis02-1552	117	17	webpage	webpage	NOUN
ajis02-1552	117	18	vi	vi	PROPN
ajis02-1552	117	19	to	to	ADP
ajis02-1552	117	20	vi	vi	PROPN
ajis02-1552	117	21	’	'	PUNCT
ajis02-1552	117	22	.	.	PUNCT
ajis02-1552	118	1	starting	start	VERB
ajis02-1552	118	2	from	from	ADP
ajis02-1552	118	3	any	any	DET
ajis02-1552	118	4	webpage	webpage	NOUN
ajis02-1552	118	5	vi	vi	NOUN
ajis02-1552	118	6	,	,	PUNCT
ajis02-1552	118	7	a	a	DET
ajis02-1552	118	8	surfer	surfer	NOUN
ajis02-1552	118	9	goes	go	VERB
ajis02-1552	118	10	to	to	ADP
ajis02-1552	118	11	any	any	DET
ajis02-1552	118	12	one	one	NUM
ajis02-1552	118	13	of	of	ADP
ajis02-1552	118	14	the	the	DET
ajis02-1552	118	15	hyperlinked	hyperlinke	VERB
ajis02-1552	118	16	webpages	webpage	NOUN
ajis02-1552	118	17	with	with	ADP
ajis02-1552	118	18	equal	equal	ADJ
ajis02-1552	118	19	probability	probability	NOUN
ajis02-1552	118	20	1	1	NUM
ajis02-1552	118	21	/	/	SYM
ajis02-1552	118	22	oi	oi	PROPN
ajis02-1552	118	23	.	.	PUNCT
ajis02-1552	119	1	australasian	australasian	ADJ
ajis02-1552	119	2	journal	journal	NOUN
ajis02-1552	119	3	of	of	ADP
ajis02-1552	119	4	information	information	NOUN
ajis02-1552	119	5	systems	systems	PROPN
ajis02-1552	119	6	hamzehei	hamzehei	PROPN
ajis02-1552	119	7	,	,	PUNCT
ajis02-1552	119	8	jiang	jiang	PROPN
ajis02-1552	119	9	,	,	PUNCT
ajis02-1552	119	10	koutra	koutra	PROPN
ajis02-1552	119	11	,	,	PUNCT
ajis02-1552	119	12	wong	wong	PROPN
ajis02-1552	119	13	&	&	CCONJ
ajis02-1552	119	14	chen	chen	PROPN
ajis02-1552	119	15	2017	2017	NUM
ajis02-1552	119	16	,	,	PUNCT
ajis02-1552	119	17	vol	vol	NOUN
ajis02-1552	119	18	21	21	NUM
ajis02-1552	119	19	,	,	PUNCT
ajis02-1552	119	20	selected	select	VERB
ajis02-1552	119	21	papers	paper	NOUN
ajis02-1552	119	22	from	from	ADP
ajis02-1552	119	23	ausdm	ausdm	NOUN
ajis02-1552	119	24	topic	topic	NOUN
ajis02-1552	119	25	-	-	PUNCT
ajis02-1552	119	26	based	base	VERB
ajis02-1552	119	27	social	social	ADJ
ajis02-1552	119	28	influence	influence	NOUN
ajis02-1552	119	29	measurement	measurement	NOUN
ajis02-1552	119	30	5	5	NUM
ajis02-1552	119	31	at	at	ADP
ajis02-1552	119	32	any	any	DET
ajis02-1552	119	33	moment	moment	NOUN
ajis02-1552	119	34	,	,	PUNCT
ajis02-1552	119	35	millions	million	NOUN
ajis02-1552	119	36	of	of	ADP
ajis02-1552	119	37	people	people	NOUN
ajis02-1552	119	38	are	be	AUX
ajis02-1552	119	39	using	use	VERB
ajis02-1552	119	40	the	the	DET
ajis02-1552	119	41	social	social	ADJ
ajis02-1552	119	42	networks	network	NOUN
ajis02-1552	119	43	.	.	PUNCT
ajis02-1552	120	1	pagerank	pagerank	NOUN
ajis02-1552	120	2	assumes	assume	VERB
ajis02-1552	120	3	the	the	DET
ajis02-1552	120	4	users	user	NOUN
ajis02-1552	120	5	follow	follow	VERB
ajis02-1552	120	6	the	the	DET
ajis02-1552	120	7	random	random	ADJ
ajis02-1552	120	8	surfing	surfing	NOUN
ajis02-1552	120	9	model	model	NOUN
ajis02-1552	120	10	in	in	ADP
ajis02-1552	120	11	viewing	view	VERB
ajis02-1552	120	12	and	and	CCONJ
ajis02-1552	120	13	engaging	engage	VERB
ajis02-1552	120	14	with	with	ADP
ajis02-1552	120	15	the	the	DET
ajis02-1552	120	16	rest	rest	NOUN
ajis02-1552	120	17	of	of	ADP
ajis02-1552	120	18	network	network	NOUN
ajis02-1552	120	19	.	.	PUNCT
ajis02-1552	121	1	they	they	PRON
ajis02-1552	121	2	will	will	AUX
ajis02-1552	121	3	reach	reach	VERB
ajis02-1552	121	4	the	the	DET
ajis02-1552	121	5	equilibrium	equilibrium	NOUN
ajis02-1552	121	6	(	(	PUNCT
ajis02-1552	121	7	stationary	stationary	NOUN
ajis02-1552	121	8	)	)	PUNCT
ajis02-1552	121	9	distribution	distribution	NOUN
ajis02-1552	121	10	under	under	ADP
ajis02-1552	121	11	general	general	ADJ
ajis02-1552	121	12	conditions	condition	NOUN
ajis02-1552	121	13	.	.	PUNCT
ajis02-1552	122	1	if	if	SCONJ
ajis02-1552	122	2	a	a	DET
ajis02-1552	122	3	node	node	NOUN
ajis02-1552	122	4	has	have	VERB
ajis02-1552	122	5	a	a	DET
ajis02-1552	122	6	high	high	ADJ
ajis02-1552	122	7	probability	probability	NOUN
ajis02-1552	122	8	in	in	ADP
ajis02-1552	122	9	the	the	DET
ajis02-1552	122	10	equilibrium	equilibrium	NOUN
ajis02-1552	122	11	distribution	distribution	NOUN
ajis02-1552	122	12	that	that	PRON
ajis02-1552	122	13	means	mean	VERB
ajis02-1552	122	14	more	more	ADJ
ajis02-1552	122	15	nodes	node	NOUN
ajis02-1552	122	16	will	will	AUX
ajis02-1552	122	17	point	point	VERB
ajis02-1552	122	18	to	to	ADP
ajis02-1552	122	19	that	that	DET
ajis02-1552	122	20	node	node	NOUN
ajis02-1552	122	21	.	.	PUNCT
ajis02-1552	123	1	therefore	therefore	ADV
ajis02-1552	123	2	,	,	PUNCT
ajis02-1552	123	3	the	the	DET
ajis02-1552	123	4	equilibrium	equilibrium	NOUN
ajis02-1552	123	5	distribution	distribution	NOUN
ajis02-1552	123	6	of	of	ADP
ajis02-1552	123	7	users	user	NOUN
ajis02-1552	123	8	in	in	ADP
ajis02-1552	123	9	social	social	ADJ
ajis02-1552	123	10	network	network	NOUN
ajis02-1552	123	11	is	be	AUX
ajis02-1552	123	12	a	a	DET
ajis02-1552	123	13	measure	measure	NOUN
ajis02-1552	123	14	of	of	ADP
ajis02-1552	123	15	a	a	DET
ajis02-1552	123	16	node	node	NOUN
ajis02-1552	123	17	’s	’s	PART
ajis02-1552	123	18	importance	importance	NOUN
ajis02-1552	123	19	,	,	PUNCT
ajis02-1552	123	20	which	which	PRON
ajis02-1552	123	21	is	be	AUX
ajis02-1552	123	22	the	the	DET
ajis02-1552	123	23	authority	authority	NOUN
ajis02-1552	123	24	score	score	NOUN
ajis02-1552	123	25	in	in	ADP
ajis02-1552	123	26	pagerank	pagerank	NOUN
ajis02-1552	123	27	.	.	PUNCT
ajis02-1552	124	1	the	the	DET
ajis02-1552	124	2	equilibrium	equilibrium	NOUN
ajis02-1552	124	3	distribution	distribution	NOUN
ajis02-1552	124	4	x	x	PUNCT
ajis02-1552	124	5	is	be	AUX
ajis02-1552	124	6	determined	determine	VERB
ajis02-1552	124	7	by	by	ADP
ajis02-1552	124	8	𝑃𝑇𝑥	𝑃𝑇𝑥	ADJ
ajis02-1552	124	9	=	=	SYM
ajis02-1552	124	10	𝜆𝑥	𝜆𝑥	NOUN
ajis02-1552	124	11	and	and	CCONJ
ajis02-1552	124	12	x	x	NOUN
ajis02-1552	124	13	satisfies	satisfie	NOUN
ajis02-1552	124	14	∑kx(k)=1	∑kx(k)=1	PROPN
ajis02-1552	124	15	.	.	PUNCT
ajis02-1552	125	1	one	one	PRON
ajis02-1552	125	2	can	can	AUX
ajis02-1552	125	3	obtain	obtain	VERB
ajis02-1552	125	4	the	the	DET
ajis02-1552	125	5	solution	solution	NOUN
ajis02-1552	125	6	iteratively	iteratively	ADV
ajis02-1552	125	7	.	.	PUNCT
ajis02-1552	126	1	note	note	VERB
ajis02-1552	126	2	that	that	SCONJ
ajis02-1552	126	3	λ	λ	NOUN
ajis02-1552	126	4	 	 	SPACE
ajis02-1552	126	5	=	=	NOUN
ajis02-1552	126	6	 	 	SPACE
ajis02-1552	126	7	1	1	NUM
ajis02-1552	126	8	if	if	SCONJ
ajis02-1552	126	9	the	the	DET
ajis02-1552	126	10	markov	markov	NOUN
ajis02-1552	126	11	process	process	NOUN
ajis02-1552	126	12	has	have	VERB
ajis02-1552	126	13	an	an	DET
ajis02-1552	126	14	equilibrium	equilibrium	NOUN
ajis02-1552	126	15	distribution	distribution	NOUN
ajis02-1552	126	16	x.	x.	NOUN
ajis02-1552	126	17	pagerank	pagerank	NOUN
ajis02-1552	126	18	models	model	VERB
ajis02-1552	126	19	two	two	NUM
ajis02-1552	126	20	types	type	NOUN
ajis02-1552	126	21	of	of	ADP
ajis02-1552	126	22	random	random	ADJ
ajis02-1552	126	23	jumps	jump	NOUN
ajis02-1552	126	24	on	on	ADP
ajis02-1552	126	25	the	the	DET
ajis02-1552	126	26	internet	internet	NOUN
ajis02-1552	126	27	.	.	PUNCT
ajis02-1552	127	1	(	(	PUNCT
ajis02-1552	127	2	i	i	NOUN
ajis02-1552	127	3	)	)	PUNCT
ajis02-1552	127	4	link	link	NOUN
ajis02-1552	127	5	-	-	PUNCT
ajis02-1552	127	6	tracking	tracking	NOUN
ajis02-1552	127	7	jump	jump	NOUN
ajis02-1552	127	8	:	:	PUNCT
ajis02-1552	127	9	a	a	DET
ajis02-1552	127	10	user	user	NOUN
ajis02-1552	127	11	often	often	ADV
ajis02-1552	127	12	follows	follow	VERB
ajis02-1552	127	13	other	other	ADJ
ajis02-1552	127	14	users	user	NOUN
ajis02-1552	127	15	in	in	ADP
ajis02-1552	127	16	the	the	DET
ajis02-1552	127	17	network	network	NOUN
ajis02-1552	127	18	by	by	ADP
ajis02-1552	127	19	simply	simply	ADV
ajis02-1552	127	20	clicking	click	VERB
ajis02-1552	127	21	on	on	ADP
ajis02-1552	127	22	them	they	PRON
ajis02-1552	127	23	;	;	PUNCT
ajis02-1552	127	24	this	this	PRON
ajis02-1552	127	25	is	be	AUX
ajis02-1552	127	26	modelled	model	VERB
ajis02-1552	127	27	by	by	ADP
ajis02-1552	127	28	ltdout	ltdout	PROPN
ajis02-1552	127	29	−1	−1	NOUN
ajis02-1552	127	30	.	.	PUNCT
ajis02-1552	128	1	(	(	PUNCT
ajis02-1552	128	2	ii	ii	NOUN
ajis02-1552	128	3	)	)	PUNCT
ajis02-1552	128	4	link	link	NOUN
ajis02-1552	128	5	-	-	PUNCT
ajis02-1552	128	6	interrupt	interrupt	ADJ
ajis02-1552	128	7	jump	jump	NOUN
ajis02-1552	128	8	:	:	PUNCT
ajis02-1552	128	9	a	a	DET
ajis02-1552	128	10	user	user	NOUN
ajis02-1552	128	11	sometimes	sometimes	ADV
ajis02-1552	128	12	observes	observe	VERB
ajis02-1552	128	13	to	to	PART
ajis02-1552	128	14	engage	engage	VERB
ajis02-1552	128	15	with	with	ADP
ajis02-1552	128	16	a	a	DET
ajis02-1552	128	17	user	user	NOUN
ajis02-1552	128	18	that	that	PRON
ajis02-1552	128	19	they	they	PRON
ajis02-1552	128	20	are	be	AUX
ajis02-1552	128	21	not	not	PART
ajis02-1552	128	22	already	already	ADV
ajis02-1552	128	23	connected	connect	VERB
ajis02-1552	128	24	to	to	ADP
ajis02-1552	128	25	each	each	DET
ajis02-1552	128	26	other	other	ADJ
ajis02-1552	128	27	.	.	PUNCT
ajis02-1552	129	1	pagerank	pagerank	NOUN
ajis02-1552	129	2	models	model	NOUN
ajis02-1552	129	3	such	such	ADJ
ajis02-1552	129	4	link	link	NOUN
ajis02-1552	129	5	-	-	PUNCT
ajis02-1552	129	6	interrupt	interrupt	ADJ
ajis02-1552	129	7	jump	jump	NOUN
ajis02-1552	129	8	with	with	ADP
ajis02-1552	129	9	a	a	DET
ajis02-1552	129	10	simple	simple	ADJ
ajis02-1552	129	11	uniform	uniform	ADJ
ajis02-1552	129	12	distribution	distribution	NOUN
ajis02-1552	129	13	(	(	PUNCT
ajis02-1552	129	14	1	1	NUM
ajis02-1552	129	15	−	−	NOUN
ajis02-1552	129	16	α)/n	α)/n	PROPN
ajis02-1552	129	17	.	.	PUNCT
ajis02-1552	130	1	the	the	DET
ajis02-1552	130	2	full	full	ADJ
ajis02-1552	130	3	stochastic	stochastic	ADJ
ajis02-1552	130	4	matrix	matrix	NOUN
ajis02-1552	130	5	of	of	ADP
ajis02-1552	130	6	transition	transition	NOUN
ajis02-1552	130	7	probability	probability	NOUN
ajis02-1552	130	8	is	be	AUX
ajis02-1552	130	9	pt	pt	NOUN
ajis02-1552	130	10	 	 	SPACE
ajis02-1552	130	11	=	=	NOUN
ajis02-1552	130	12	 	 	SPACE
ajis02-1552	130	13	iop(.)=αltdout	iop(.)=αltdout	NOUN
ajis02-1552	130	14	−1	−1	NOUN
ajis02-1552	131	1	+	+	CCONJ
ajis02-1552	131	2	(	(	PUNCT
ajis02-1552	131	3	1	1	NUM
ajis02-1552	131	4	−	−	NOUN
ajis02-1552	131	5	α)(1	α)(1	NUM
ajis02-1552	131	6	/	/	SYM
ajis02-1552	131	7	n)eet	n)eet	PROPN
ajis02-1552	131	8	where	where	SCONJ
ajis02-1552	131	9	α	α	X
ajis02-1552	131	10	 	 	SPACE
ajis02-1552	131	11	=	=	NOUN
ajis02-1552	131	12	 	 	SPACE
ajis02-1552	131	13	0.8	0.8	NUM
ajis02-1552	131	14	 	 	SPACE
ajis02-1552	131	15	∼	∼	NOUN
ajis02-1552	131	16	 	 	SPACE
ajis02-1552	131	17	0.9	0.9	NUM
ajis02-1552	131	18	.	.	PUNCT
ajis02-1552	132	1	here	here	ADV
ajis02-1552	132	2	e	e	X
ajis02-1552	132	3	 	 	SPACE
ajis02-1552	132	4	=	=	VERB
ajis02-1552	132	5	 	 	SPACE
ajis02-1552	132	6	(	(	PUNCT
ajis02-1552	132	7	1	1	NUM
ajis02-1552	132	8	,	,	PUNCT
ajis02-1552	132	9	 	 	SPACE
ajis02-1552	132	10	1	1	NUM
ajis02-1552	132	11	,	,	PUNCT
ajis02-1552	132	12	 	 	SPACE
ajis02-1552	132	13	…	…	PUNCT
ajis02-1552	132	14	,	,	PUNCT
ajis02-1552	132	15	1)t	1)t	PROPN
ajis02-1552	132	16	;	;	PUNCT
ajis02-1552	132	17	thus	thus	ADV
ajis02-1552	132	18	eet	eet	X
ajis02-1552	132	19	is	be	AUX
ajis02-1552	132	20	a	a	DET
ajis02-1552	132	21	matrix	matrix	NOUN
ajis02-1552	132	22	of	of	ADP
ajis02-1552	132	23	all	all	DET
ajis02-1552	132	24	1	1	NUM
ajis02-1552	132	25	’s	’s	PART
ajis02-1552	132	26	(	(	PUNCT
ajis02-1552	132	27	arasu	arasu	ADJ
ajis02-1552	132	28	,	,	PUNCT
ajis02-1552	132	29	novak	novak	PROPN
ajis02-1552	132	30	et	et	PROPN
ajis02-1552	132	31	al	al	PROPN
ajis02-1552	132	32	.	.	PROPN
ajis02-1552	132	33	2002	2002	NUM
ajis02-1552	132	34	)	)	PUNCT
ajis02-1552	132	35	.	.	PUNCT
ajis02-1552	133	1	4	4	NUM
ajis02-1552	133	2	topic	topic	NOUN
ajis02-1552	133	3	-	-	PUNCT
ajis02-1552	133	4	based	base	VERB
ajis02-1552	133	5	social	social	ADJ
ajis02-1552	133	6	influence	influence	NOUN
ajis02-1552	133	7	measurement	measurement	NOUN
ajis02-1552	133	8	4.1	4.1	NUM
ajis02-1552	133	9	problem	problem	NOUN
ajis02-1552	133	10	definition	definition	NOUN
ajis02-1552	133	11	assume	assume	VERB
ajis02-1552	133	12	g(v	g(v	PROPN
ajis02-1552	133	13	,	,	PUNCT
ajis02-1552	133	14	e	e	NOUN
ajis02-1552	133	15	)	)	PUNCT
ajis02-1552	133	16	denotes	denote	VERB
ajis02-1552	133	17	a	a	DET
ajis02-1552	133	18	social	social	ADJ
ajis02-1552	133	19	network	network	NOUN
ajis02-1552	133	20	graph	graph	NOUN
ajis02-1552	133	21	,	,	PUNCT
ajis02-1552	133	22	where	where	SCONJ
ajis02-1552	133	23	users	user	NOUN
ajis02-1552	133	24	are	be	AUX
ajis02-1552	133	25	the	the	DET
ajis02-1552	133	26	vertex	vertex	NOUN
ajis02-1552	133	27	set	set	VERB
ajis02-1552	133	28	v	v	NOUN
ajis02-1552	133	29	and	and	CCONJ
ajis02-1552	133	30	users	user	NOUN
ajis02-1552	133	31	relationships	relationship	NOUN
ajis02-1552	133	32	are	be	AUX
ajis02-1552	133	33	the	the	DET
ajis02-1552	133	34	edges	edge	NOUN
ajis02-1552	133	35	set	set	VERB
ajis02-1552	133	36	of	of	ADP
ajis02-1552	133	37	e.	e.	PROPN
ajis02-1552	133	38	assume	assume	VERB
ajis02-1552	133	39	that	that	SCONJ
ajis02-1552	133	40	users	user	NOUN
ajis02-1552	133	41	publish	publish	VERB
ajis02-1552	133	42	a	a	DET
ajis02-1552	133	43	set	set	NOUN
ajis02-1552	133	44	of	of	ADP
ajis02-1552	133	45	texts	text	NOUN
ajis02-1552	133	46	d	d	NOUN
ajis02-1552	133	47	 	 	SPACE
ajis02-1552	133	48	=	=	NOUN
ajis02-1552	133	49	 	 	SPACE
ajis02-1552	133	50	[	[	X
ajis02-1552	133	51	d1	d1	PROPN
ajis02-1552	133	52	,	,	PUNCT
ajis02-1552	133	53	 	 	SPACE
ajis02-1552	133	54	d2	d2	PROPN
ajis02-1552	133	55	,	,	PUNCT
ajis02-1552	133	56	 	 	SPACE
ajis02-1552	133	57	…	…	PUNCT
ajis02-1552	133	58	,	,	PUNCT
ajis02-1552	133	59	 	 	SPACE
ajis02-1552	133	60	dq	dq	NOUN
ajis02-1552	133	61	]	]	PUNCT
ajis02-1552	133	62	,	,	PUNCT
ajis02-1552	133	63	and	and	CCONJ
ajis02-1552	133	64	talk	talk	VERB
ajis02-1552	133	65	about	about	ADP
ajis02-1552	133	66	different	different	ADJ
ajis02-1552	133	67	topics	topic	NOUN
ajis02-1552	133	68	𝒯	𝒯	PROPN
ajis02-1552	133	69	 	 	SPACE
ajis02-1552	133	70	=	=	NOUN
ajis02-1552	133	71	 	 	SPACE
ajis02-1552	134	1	[	[	X
ajis02-1552	134	2	t1	t1	NUM
ajis02-1552	134	3	,	,	PUNCT
ajis02-1552	134	4	 	 	SPACE
ajis02-1552	134	5	t2	t2	NOUN
ajis02-1552	134	6	,	,	PUNCT
ajis02-1552	134	7	 	 	SPACE
ajis02-1552	134	8	…	…	PUNCT
ajis02-1552	134	9	,	,	PUNCT
ajis02-1552	134	10	 	 	SPACE
ajis02-1552	134	11	tj	tj	X
ajis02-1552	134	12	]	]	X
ajis02-1552	134	13	.	.	PUNCT
ajis02-1552	135	1	each	each	DET
ajis02-1552	135	2	user	user	NOUN
ajis02-1552	135	3	text	text	NOUN
ajis02-1552	135	4	(	(	PUNCT
ajis02-1552	135	5	post	post	NOUN
ajis02-1552	135	6	)	)	PUNCT
ajis02-1552	135	7	dq	dq	NOUN
ajis02-1552	135	8	holds	hold	VERB
ajis02-1552	135	9	one	one	NUM
ajis02-1552	135	10	or	or	CCONJ
ajis02-1552	135	11	more	more	ADJ
ajis02-1552	135	12	topics	topic	NOUN
ajis02-1552	135	13	and	and	CCONJ
ajis02-1552	135	14	receives	receive	VERB
ajis02-1552	135	15	engagement	engagement	NOUN
ajis02-1552	135	16	from	from	ADP
ajis02-1552	135	17	other	other	ADJ
ajis02-1552	135	18	users	user	NOUN
ajis02-1552	135	19	by	by	ADP
ajis02-1552	135	20	replying	reply	VERB
ajis02-1552	135	21	,	,	PUNCT
ajis02-1552	135	22	liking	like	VERB
ajis02-1552	135	23	,	,	PUNCT
ajis02-1552	135	24	or	or	CCONJ
ajis02-1552	135	25	re	re	VERB
ajis02-1552	135	26	-	-	VERB
ajis02-1552	135	27	publishing	publish	VERB
ajis02-1552	135	28	it	it	PRON
ajis02-1552	135	29	.	.	PUNCT
ajis02-1552	136	1	the	the	DET
ajis02-1552	136	2	engagement	engagement	NOUN
ajis02-1552	136	3	of	of	ADP
ajis02-1552	136	4	other	other	ADJ
ajis02-1552	136	5	users	user	NOUN
ajis02-1552	136	6	in	in	ADP
ajis02-1552	136	7	a	a	DET
ajis02-1552	136	8	post	post	NOUN
ajis02-1552	136	9	can	can	AUX
ajis02-1552	136	10	reveal	reveal	VERB
ajis02-1552	136	11	the	the	DET
ajis02-1552	136	12	influence	influence	NOUN
ajis02-1552	136	13	of	of	ADP
ajis02-1552	136	14	that	that	DET
ajis02-1552	136	15	particular	particular	ADJ
ajis02-1552	136	16	post	post	NOUN
ajis02-1552	136	17	among	among	ADP
ajis02-1552	136	18	its	its	PRON
ajis02-1552	136	19	audience	audience	NOUN
ajis02-1552	136	20	.	.	PUNCT
ajis02-1552	137	1	symbol	symbol	NOUN
ajis02-1552	137	2	description	description	NOUN
ajis02-1552	137	3	t	t	PROPN
ajis02-1552	137	4	a	a	DET
ajis02-1552	137	5	topic	topic	NOUN
ajis02-1552	137	6	fi	fi	NOUN
ajis02-1552	137	7	,	,	PUNCT
ajis02-1552	137	8	 	 	SPACE
ajis02-1552	137	9	j	j	PROPN
ajis02-1552	137	10	influence	influence	NOUN
ajis02-1552	137	11	of	of	ADP
ajis02-1552	137	12	user	user	NOUN
ajis02-1552	137	13	ui	ui	PROPN
ajis02-1552	137	14	in	in	ADP
ajis02-1552	137	15	tj	tj	NOUN
ajis02-1552	137	16	ff(i	ff(i	PROPN
ajis02-1552	137	17	,	,	PUNCT
ajis02-1552	137	18	 	 	SPACE
ajis02-1552	137	19	j	j	PROPN
ajis02-1552	137	20	)	)	PUNCT
ajis02-1552	137	21	follower	follower	NOUN
ajis02-1552	137	22	strength	strength	NOUN
ajis02-1552	137	23	influence	influence	NOUN
ajis02-1552	137	24	measure	measure	NOUN
ajis02-1552	137	25	for	for	ADP
ajis02-1552	137	26	user	user	NOUN
ajis02-1552	137	27	i	i	PRON
ajis02-1552	137	28	in	in	ADP
ajis02-1552	137	29	tj	tj	PROPN
ajis02-1552	137	30	fa(i	fa(i	PROPN
ajis02-1552	137	31	,	,	PUNCT
ajis02-1552	137	32	 	 	SPACE
ajis02-1552	137	33	j	j	NOUN
ajis02-1552	137	34	)	)	PUNCT
ajis02-1552	137	35	activity	activity	NOUN
ajis02-1552	137	36	influence	influence	NOUN
ajis02-1552	137	37	measure	measure	NOUN
ajis02-1552	137	38	for	for	ADP
ajis02-1552	137	39	user	user	NOUN
ajis02-1552	137	40	ui	ui	PROPN
ajis02-1552	137	41	in	in	ADP
ajis02-1552	137	42	tj	tj	PROPN
ajis02-1552	137	43	fe(i	fe(i	PROPN
ajis02-1552	137	44	,	,	PUNCT
ajis02-1552	137	45	 	 	SPACE
ajis02-1552	137	46	j	j	NOUN
ajis02-1552	137	47	)	)	PUNCT
ajis02-1552	137	48	engagement	engagement	NOUN
ajis02-1552	137	49	influence	influence	NOUN
ajis02-1552	137	50	measure	measure	NOUN
ajis02-1552	137	51	for	for	ADP
ajis02-1552	137	52	user	user	NOUN
ajis02-1552	137	53	ui	ui	PROPN
ajis02-1552	137	54	in	in	ADP
ajis02-1552	137	55	tj	tj	PROPN
ajis02-1552	137	56	fc(i	fc(i	PROPN
ajis02-1552	137	57	,	,	PUNCT
ajis02-1552	137	58	 	 	SPACE
ajis02-1552	137	59	j	j	NOUN
ajis02-1552	137	60	)	)	PUNCT
ajis02-1552	137	61	centrality	centrality	NOUN
ajis02-1552	137	62	influence	influence	NOUN
ajis02-1552	137	63	of	of	ADP
ajis02-1552	137	64	measure	measure	NOUN
ajis02-1552	137	65	for	for	ADP
ajis02-1552	137	66	user	user	NOUN
ajis02-1552	137	67	ui	ui	PROPN
ajis02-1552	137	68	in	in	ADP
ajis02-1552	137	69	tj	tj	PROPN
ajis02-1552	137	70	xi	xi	PROPN
ajis02-1552	137	71	rank	rank	PROPN
ajis02-1552	137	72	of	of	ADP
ajis02-1552	137	73	user	user	NOUN
ajis02-1552	137	74	ui	ui	PROPN
ajis02-1552	137	75	calculated	calculate	VERB
ajis02-1552	137	76	through	through	ADP
ajis02-1552	137	77	pagerank	pagerank	PROPN
ajis02-1552	137	78	iop	iop	PROPN
ajis02-1552	137	79	operation	operation	NOUN
ajis02-1552	137	80	of	of	ADP
ajis02-1552	137	81	identifying	identify	VERB
ajis02-1552	137	82	authorities	authority	NOUN
ajis02-1552	137	83	l	l	PROPN
ajis02-1552	137	84	asymmetric	asymmetric	ADJ
ajis02-1552	137	85	adjacency	adjacency	NOUN
ajis02-1552	137	86	matrix	matrix	NOUN
ajis02-1552	137	87	representing	represent	VERB
ajis02-1552	137	88	directed	direct	VERB
ajis02-1552	137	89	edges	edge	NOUN
ajis02-1552	137	90	pi	pi	NOUN
ajis02-1552	137	91	,	,	PUNCT
ajis02-1552	137	92	 	 	SPACE
ajis02-1552	137	93	i	i	PRON
ajis02-1552	137	94	'	'	PART
ajis02-1552	137	95	probability	probability	NOUN
ajis02-1552	137	96	of	of	ADP
ajis02-1552	137	97	user	user	NOUN
ajis02-1552	137	98	ui	ui	PROPN
ajis02-1552	137	99	engage	engage	VERB
ajis02-1552	137	100	with	with	ADP
ajis02-1552	137	101	user	user	NOUN
ajis02-1552	137	102	ui	ui	NOUN
ajis02-1552	137	103	’	'	PUNCT
ajis02-1552	137	104	dout(i	dout(i	NOUN
ajis02-1552	137	105	)	)	PUNCT
ajis02-1552	137	106	number	number	NOUN
ajis02-1552	137	107	of	of	ADP
ajis02-1552	137	108	user	user	NOUN
ajis02-1552	137	109	that	that	PRON
ajis02-1552	137	110	points	point	VERB
ajis02-1552	137	111	to	to	ADP
ajis02-1552	137	112	user	user	NOUN
ajis02-1552	137	113	ui	ui	NOUN
ajis02-1552	137	114	in	in	ADP
ajis02-1552	137	115	graph	graph	NOUN
ajis02-1552	137	116	g	g	PROPN
ajis02-1552	137	117	nd	nd	PRON
ajis02-1552	137	118	number	number	NOUN
ajis02-1552	137	119	of	of	ADP
ajis02-1552	137	120	words	word	NOUN
ajis02-1552	137	121	in	in	ADP
ajis02-1552	137	122	document	document	NOUN
ajis02-1552	137	123	d	d	NOUN
ajis02-1552	137	124	table	table	NOUN
ajis02-1552	137	125	1	1	NUM
ajis02-1552	137	126	:	:	PUNCT
ajis02-1552	137	127	key	key	ADJ
ajis02-1552	137	128	notations	notation	NOUN
ajis02-1552	137	129	we	we	PRON
ajis02-1552	137	130	denote	denote	VERB
ajis02-1552	137	131	a	a	DET
ajis02-1552	137	132	 	 	SPACE
ajis02-1552	137	133	=	=	NOUN
ajis02-1552	137	134	 	 	SPACE
ajis02-1552	137	135	{	{	PUNCT
ajis02-1552	137	136	aii′	aii′	ADJ
ajis02-1552	137	137	}	}	PUNCT
ajis02-1552	137	138	as	as	ADP
ajis02-1552	137	139	the	the	DET
ajis02-1552	137	140	n	n	NUM
ajis02-1552	137	141	×	×	NOUN
ajis02-1552	137	142	n	n	NOUN
ajis02-1552	137	143	matrix	matrix	NOUN
ajis02-1552	137	144	which	which	PRON
ajis02-1552	137	145	shows	show	VERB
ajis02-1552	137	146	the	the	DET
ajis02-1552	137	147	social	social	ADJ
ajis02-1552	137	148	ties	tie	NOUN
ajis02-1552	137	149	among	among	ADP
ajis02-1552	137	150	users	user	NOUN
ajis02-1552	137	151	in	in	ADP
ajis02-1552	137	152	the	the	DET
ajis02-1552	137	153	social	social	ADJ
ajis02-1552	137	154	network	network	NOUN
ajis02-1552	137	155	g.	g.	NOUN
ajis02-1552	137	156	for	for	ADP
ajis02-1552	137	157	the	the	DET
ajis02-1552	137	158	pair	pair	NOUN
ajis02-1552	137	159	of	of	ADP
ajis02-1552	137	160	users	user	NOUN
ajis02-1552	137	161	i	i	PRON
ajis02-1552	137	162	and	and	CCONJ
ajis02-1552	137	163	i′	i′	NOUN
ajis02-1552	137	164	,	,	PUNCT
ajis02-1552	137	165	aii′	aii′	NOUN
ajis02-1552	137	166	 	 	SPACE
ajis02-1552	137	167	∈	∈	PROPN
ajis02-1552	137	168	 	 	SPACE
ajis02-1552	138	1	[	[	X
ajis02-1552	138	2	0	0	NUM
ajis02-1552	138	3	,	,	PUNCT
ajis02-1552	138	4	 	 	SPACE
ajis02-1552	138	5	1	1	NUM
ajis02-1552	138	6	]	]	PUNCT
ajis02-1552	138	7	shows	show	VERB
ajis02-1552	138	8	the	the	DET
ajis02-1552	138	9	weight	weight	NOUN
ajis02-1552	138	10	of	of	ADP
ajis02-1552	138	11	the	the	DET
ajis02-1552	138	12	relationship	relationship	NOUN
ajis02-1552	138	13	between	between	ADP
ajis02-1552	138	14	users	user	NOUN
ajis02-1552	138	15	ui	ui	PROPN
ajis02-1552	138	16	and	and	CCONJ
ajis02-1552	138	17	ui′	ui′	PROPN
ajis02-1552	138	18	,	,	PUNCT
ajis02-1552	138	19	which	which	PRON
ajis02-1552	138	20	we	we	PRON
ajis02-1552	138	21	treat	treat	VERB
ajis02-1552	138	22	as	as	ADP
ajis02-1552	138	23	the	the	DET
ajis02-1552	138	24	influence	influence	NOUN
ajis02-1552	138	25	of	of	ADP
ajis02-1552	138	26	user	user	NOUN
ajis02-1552	138	27	i	i	PRON
ajis02-1552	138	28	on	on	ADP
ajis02-1552	138	29	user	user	NOUN
ajis02-1552	138	30	i′	i′	NOUN
ajis02-1552	138	31	(	(	PUNCT
ajis02-1552	138	32	the	the	PRON
ajis02-1552	138	33	higher	high	ADJ
ajis02-1552	138	34	the	the	DET
ajis02-1552	138	35	value	value	NOUN
ajis02-1552	138	36	of	of	ADP
ajis02-1552	138	37	aii′	aii′	PROPN
ajis02-1552	138	38	,	,	PUNCT
ajis02-1552	138	39	the	the	PRON
ajis02-1552	138	40	higher	high	ADJ
ajis02-1552	138	41	the	the	DET
ajis02-1552	138	42	corresponding	corresponding	ADJ
ajis02-1552	138	43	influence	influence	NOUN
ajis02-1552	138	44	)	)	PUNCT
ajis02-1552	138	45	.	.	PUNCT
ajis02-1552	139	1	the	the	DET
ajis02-1552	139	2	matrix	matrix	NOUN
ajis02-1552	139	3	a	a	PRON
ajis02-1552	139	4	is	be	AUX
ajis02-1552	139	5	not	not	PART
ajis02-1552	139	6	symmetric	symmetric	ADJ
ajis02-1552	139	7	,	,	PUNCT
ajis02-1552	139	8	as	as	SCONJ
ajis02-1552	139	9	the	the	DET
ajis02-1552	139	10	influence	influence	NOUN
ajis02-1552	139	11	australasian	australasian	ADJ
ajis02-1552	139	12	journal	journal	NOUN
ajis02-1552	139	13	of	of	ADP
ajis02-1552	139	14	information	information	NOUN
ajis02-1552	139	15	systems	systems	PROPN
ajis02-1552	139	16	hamzehei	hamzehei	PROPN
ajis02-1552	139	17	,	,	PUNCT
ajis02-1552	139	18	jiang	jiang	PROPN
ajis02-1552	139	19	,	,	PUNCT
ajis02-1552	139	20	koutra	koutra	PROPN
ajis02-1552	139	21	,	,	PUNCT
ajis02-1552	139	22	wong	wong	PROPN
ajis02-1552	139	23	&	&	CCONJ
ajis02-1552	139	24	chen	chen	PROPN
ajis02-1552	139	25	2017	2017	NUM
ajis02-1552	139	26	,	,	PUNCT
ajis02-1552	139	27	vol	vol	NOUN
ajis02-1552	139	28	21	21	NUM
ajis02-1552	139	29	,	,	PUNCT
ajis02-1552	139	30	selected	select	VERB
ajis02-1552	139	31	papers	paper	NOUN
ajis02-1552	139	32	from	from	ADP
ajis02-1552	139	33	ausdm	ausdm	NOUN
ajis02-1552	139	34	topic	topic	NOUN
ajis02-1552	139	35	-	-	PUNCT
ajis02-1552	139	36	based	base	VERB
ajis02-1552	139	37	social	social	ADJ
ajis02-1552	139	38	influence	influence	NOUN
ajis02-1552	139	39	measurement	measurement	NOUN
ajis02-1552	139	40	6	6	NUM
ajis02-1552	139	41	of	of	ADP
ajis02-1552	139	42	user	user	NOUN
ajis02-1552	139	43	i	i	PRON
ajis02-1552	139	44	on	on	ADP
ajis02-1552	139	45	user	user	NOUN
ajis02-1552	139	46	i′	i′	NOUN
ajis02-1552	139	47	is	be	AUX
ajis02-1552	139	48	not	not	PART
ajis02-1552	139	49	necessarily	necessarily	ADV
ajis02-1552	139	50	equal	equal	ADJ
ajis02-1552	139	51	to	to	ADP
ajis02-1552	139	52	influence	influence	NOUN
ajis02-1552	139	53	of	of	ADP
ajis02-1552	139	54	user	user	NOUN
ajis02-1552	139	55	i′	i′	NOUN
ajis02-1552	139	56	on	on	ADP
ajis02-1552	139	57	user	user	NOUN
ajis02-1552	139	58	i.	i.	PROPN
ajis02-1552	139	59	we	we	PRON
ajis02-1552	139	60	also	also	ADV
ajis02-1552	139	61	assume	assume	VERB
ajis02-1552	139	62	that	that	SCONJ
ajis02-1552	139	63	user	user	NOUN
ajis02-1552	139	64	post	post	NOUN
ajis02-1552	139	65	is	be	AUX
ajis02-1552	139	66	visible	visible	ADJ
ajis02-1552	139	67	to	to	ADP
ajis02-1552	139	68	all	all	DET
ajis02-1552	139	69	users	user	NOUN
ajis02-1552	139	70	in	in	ADP
ajis02-1552	139	71	g.	g.	PROPN
ajis02-1552	139	72	figure	figure	NOUN
ajis02-1552	139	73	1	1	NUM
ajis02-1552	139	74	:	:	PUNCT
ajis02-1552	139	75	tsim	tsim	PROPN
ajis02-1552	139	76	work	work	NOUN
ajis02-1552	139	77	flow	flow	NOUN
ajis02-1552	139	78	.	.	PUNCT
ajis02-1552	140	1	quantifying	quantify	VERB
ajis02-1552	140	2	the	the	DET
ajis02-1552	140	3	topic	topic	NOUN
ajis02-1552	140	4	-	-	PUNCT
ajis02-1552	140	5	based	base	VERB
ajis02-1552	140	6	influence	influence	NOUN
ajis02-1552	140	7	of	of	ADP
ajis02-1552	140	8	each	each	DET
ajis02-1552	140	9	user	user	NOUN
ajis02-1552	140	10	based	base	VERB
ajis02-1552	140	11	on	on	ADP
ajis02-1552	140	12	social	social	ADJ
ajis02-1552	140	13	ties	tie	NOUN
ajis02-1552	140	14	and	and	CCONJ
ajis02-1552	140	15	other	other	ADJ
ajis02-1552	140	16	users	user	NOUN
ajis02-1552	140	17	’	'	PUNCT
ajis02-1552	140	18	engagement	engagement	NOUN
ajis02-1552	140	19	in	in	ADP
ajis02-1552	140	20	social	social	ADJ
ajis02-1552	140	21	networks	network	NOUN
ajis02-1552	140	22	,	,	PUNCT
ajis02-1552	140	23	we	we	PRON
ajis02-1552	140	24	can	can	AUX
ajis02-1552	140	25	identify	identify	VERB
ajis02-1552	140	26	the	the	DET
ajis02-1552	140	27	influence	influence	NOUN
ajis02-1552	140	28	of	of	ADP
ajis02-1552	140	29	user	user	NOUN
ajis02-1552	140	30	i	i	PRON
ajis02-1552	140	31	on	on	ADP
ajis02-1552	140	32	topic	topic	NOUN
ajis02-1552	140	33	j	j	PROPN
ajis02-1552	140	34	,	,	PUNCT
ajis02-1552	140	35	represented	represent	VERB
ajis02-1552	140	36	as	as	ADP
ajis02-1552	140	37	fij	fij	PROPN
ajis02-1552	140	38	.	.	PUNCT
ajis02-1552	141	1	then	then	ADV
ajis02-1552	141	2	we	we	PRON
ajis02-1552	141	3	have	have	VERB
ajis02-1552	141	4	matrix	matrix	NOUN
ajis02-1552	141	5	f	f	X
ajis02-1552	141	6	 	 	SPACE
ajis02-1552	142	1	=	=	NOUN
ajis02-1552	142	2	 	 	SPACE
ajis02-1552	142	3	[	[	X
ajis02-1552	142	4	fij]i	fij]i	NUM
ajis02-1552	142	5	×	×	PROPN
ajis02-1552	142	6	j	j	PROPN
ajis02-1552	142	7	that	that	PRON
ajis02-1552	142	8	represents	represent	VERB
ajis02-1552	142	9	influence	influence	NOUN
ajis02-1552	142	10	of	of	ADP
ajis02-1552	142	11	all	all	DET
ajis02-1552	142	12	the	the	DET
ajis02-1552	142	13	users	user	NOUN
ajis02-1552	142	14	in	in	ADP
ajis02-1552	142	15	all	all	DET
ajis02-1552	142	16	identified	identify	VERB
ajis02-1552	142	17	topics	topic	NOUN
ajis02-1552	142	18	.	.	PUNCT
ajis02-1552	143	1	4.2	4.2	NUM
ajis02-1552	143	2	our	our	PRON
ajis02-1552	143	3	approach	approach	NOUN
ajis02-1552	143	4	to	to	PART
ajis02-1552	143	5	measure	measure	VERB
ajis02-1552	143	6	social	social	ADJ
ajis02-1552	143	7	influence	influence	NOUN
ajis02-1552	143	8	on	on	ADP
ajis02-1552	143	9	an	an	DET
ajis02-1552	143	10	observed	observed	ADJ
ajis02-1552	143	11	topic	topic	NOUN
ajis02-1552	143	12	in	in	ADP
ajis02-1552	143	13	a	a	DET
ajis02-1552	143	14	social	social	ADJ
ajis02-1552	143	15	network	network	NOUN
ajis02-1552	143	16	,	,	PUNCT
ajis02-1552	143	17	we	we	PRON
ajis02-1552	143	18	propose	propose	VERB
ajis02-1552	143	19	tsim	tsim	PROPN
ajis02-1552	143	20	,	,	PUNCT
ajis02-1552	143	21	topicbased	topicbase	VERB
ajis02-1552	143	22	social	social	ADJ
ajis02-1552	143	23	influence	influence	NOUN
ajis02-1552	143	24	measure	measure	NOUN
ajis02-1552	143	25	,	,	PUNCT
ajis02-1552	143	26	which	which	PRON
ajis02-1552	143	27	measures	measure	VERB
ajis02-1552	143	28	topic	topic	NOUN
ajis02-1552	143	29	-	-	PUNCT
ajis02-1552	143	30	based	base	VERB
ajis02-1552	143	31	individuals	individual	NOUN
ajis02-1552	143	32	influence	influence	VERB
ajis02-1552	143	33	in	in	ADP
ajis02-1552	143	34	social	social	ADJ
ajis02-1552	143	35	networks	network	NOUN
ajis02-1552	143	36	.	.	PUNCT
ajis02-1552	144	1	in	in	ADP
ajis02-1552	144	2	a	a	DET
ajis02-1552	144	3	nutshell	nutshell	NOUN
ajis02-1552	144	4	,	,	PUNCT
ajis02-1552	144	5	our	our	PRON
ajis02-1552	144	6	model	model	NOUN
ajis02-1552	144	7	contains	contain	VERB
ajis02-1552	144	8	two	two	NUM
ajis02-1552	144	9	main	main	ADJ
ajis02-1552	144	10	phases	phase	NOUN
ajis02-1552	144	11	:	:	PUNCT
ajis02-1552	144	12			X
ajis02-1552	144	13	identifying	identify	VERB
ajis02-1552	144	14	topics	topic	NOUN
ajis02-1552	144	15	on	on	ADP
ajis02-1552	144	16	social	social	ADJ
ajis02-1552	144	17	networks	network	NOUN
ajis02-1552	144	18	according	accord	VERB
ajis02-1552	144	19	to	to	ADP
ajis02-1552	144	20	users	user	NOUN
ajis02-1552	144	21	generated	generate	VERB
ajis02-1552	144	22	contents	content	NOUN
ajis02-1552	144	23	,	,	PUNCT
ajis02-1552	144	24	and	and	CCONJ
ajis02-1552	144	25			NOUN
ajis02-1552	144	26	measuring	measure	VERB
ajis02-1552	144	27	individuals	individual	NOUN
ajis02-1552	144	28	influence	influence	NOUN
ajis02-1552	144	29	for	for	ADP
ajis02-1552	144	30	the	the	DET
ajis02-1552	144	31	detected	detect	VERB
ajis02-1552	144	32	topics	topic	NOUN
ajis02-1552	144	33	.	.	PUNCT
ajis02-1552	145	1	figure	figure	NOUN
ajis02-1552	145	2	1	1	NUM
ajis02-1552	145	3	shows	show	VERB
ajis02-1552	145	4	our	our	PRON
ajis02-1552	145	5	approach	approach	NOUN
ajis02-1552	145	6	’s	’s	PART
ajis02-1552	145	7	work	work	NOUN
ajis02-1552	145	8	flow	flow	NOUN
ajis02-1552	145	9	.	.	PUNCT
ajis02-1552	146	1	first	first	ADV
ajis02-1552	146	2	,	,	PUNCT
ajis02-1552	146	3	we	we	PRON
ajis02-1552	146	4	collect	collect	VERB
ajis02-1552	146	5	user	user	NOUN
ajis02-1552	146	6	-	-	PUNCT
ajis02-1552	146	7	generated	generate	VERB
ajis02-1552	146	8	content	content	NOUN
ajis02-1552	146	9	from	from	ADP
ajis02-1552	146	10	the	the	DET
ajis02-1552	146	11	social	social	ADJ
ajis02-1552	146	12	media	medium	NOUN
ajis02-1552	146	13	.	.	PUNCT
ajis02-1552	147	1	for	for	ADP
ajis02-1552	147	2	each	each	DET
ajis02-1552	147	3	user	user	NOUN
ajis02-1552	147	4	-	-	PUNCT
ajis02-1552	147	5	generated	generate	VERB
ajis02-1552	147	6	content	content	NOUN
ajis02-1552	147	7	,	,	PUNCT
ajis02-1552	147	8	we	we	PRON
ajis02-1552	147	9	collect	collect	VERB
ajis02-1552	147	10	related	related	ADJ
ajis02-1552	147	11	information	information	NOUN
ajis02-1552	147	12	such	such	ADJ
ajis02-1552	147	13	as	as	ADP
ajis02-1552	147	14	list	list	NOUN
ajis02-1552	147	15	of	of	ADP
ajis02-1552	147	16	users	user	NOUN
ajis02-1552	147	17	that	that	PRON
ajis02-1552	147	18	have	have	AUX
ajis02-1552	147	19	re	re	VERB
ajis02-1552	147	20	-	-	VERB
ajis02-1552	147	21	published	publish	VERB
ajis02-1552	147	22	the	the	DET
ajis02-1552	147	23	content	content	NOUN
ajis02-1552	147	24	(	(	PUNCT
ajis02-1552	147	25	ri	ri	NOUN
ajis02-1552	147	26	)	)	PUNCT
ajis02-1552	147	27	and	and	CCONJ
ajis02-1552	147	28	list	list	NOUN
ajis02-1552	147	29	of	of	ADP
ajis02-1552	147	30	users	user	NOUN
ajis02-1552	147	31	that	that	PRON
ajis02-1552	147	32	have	have	AUX
ajis02-1552	147	33	engaged	engage	VERB
ajis02-1552	147	34	in	in	ADP
ajis02-1552	147	35	that	that	DET
ajis02-1552	147	36	content	content	NOUN
ajis02-1552	147	37	(	(	PUNCT
ajis02-1552	147	38	mi	mi	NOUN
ajis02-1552	147	39	)	)	PUNCT
ajis02-1552	147	40	as	as	ADV
ajis02-1552	147	41	well	well	ADV
ajis02-1552	147	42	as	as	ADP
ajis02-1552	147	43	metadata	metadata	NOUN
ajis02-1552	147	44	connected	connect	VERB
ajis02-1552	147	45	to	to	ADP
ajis02-1552	147	46	the	the	DET
ajis02-1552	147	47	content	content	NOUN
ajis02-1552	147	48	.	.	PUNCT
ajis02-1552	148	1	we	we	PRON
ajis02-1552	148	2	identify	identify	VERB
ajis02-1552	148	3	the	the	DET
ajis02-1552	148	4	topics	topic	NOUN
ajis02-1552	148	5	by	by	ADP
ajis02-1552	148	6	applying	apply	VERB
ajis02-1552	148	7	probabilistic	probabilistic	ADJ
ajis02-1552	148	8	topic	topic	NOUN
ajis02-1552	148	9	modelling	modelling	NOUN
ajis02-1552	148	10	,	,	PUNCT
ajis02-1552	148	11	lda	lda	PROPN
ajis02-1552	148	12	,	,	PUNCT
ajis02-1552	148	13	on	on	ADP
ajis02-1552	148	14	all	all	DET
ajis02-1552	148	15	the	the	DET
ajis02-1552	148	16	user	user	NOUN
ajis02-1552	148	17	-	-	PUNCT
ajis02-1552	148	18	generated	generate	VERB
ajis02-1552	148	19	text	text	NOUN
ajis02-1552	148	20	.	.	PUNCT
ajis02-1552	149	1	each	each	DET
ajis02-1552	149	2	topic	topic	NOUN
ajis02-1552	149	3	contains	contain	VERB
ajis02-1552	149	4	a	a	DET
ajis02-1552	149	5	set	set	NOUN
ajis02-1552	149	6	of	of	ADP
ajis02-1552	149	7	posts	post	NOUN
ajis02-1552	149	8	with	with	ADP
ajis02-1552	149	9	all	all	DET
ajis02-1552	149	10	their	their	PRON
ajis02-1552	149	11	related	related	ADJ
ajis02-1552	149	12	information	information	NOUN
ajis02-1552	149	13	and	and	CCONJ
ajis02-1552	149	14	metadata	metadata	NOUN
ajis02-1552	149	15	,	,	PUNCT
ajis02-1552	149	16	such	such	ADJ
ajis02-1552	149	17	as	as	ADP
ajis02-1552	149	18	;	;	PUNCT
ajis02-1552	149	19	content	content	NOUN
ajis02-1552	149	20	,	,	PUNCT
ajis02-1552	149	21	replies	reply	NOUN
ajis02-1552	149	22	,	,	PUNCT
ajis02-1552	149	23	and	and	CCONJ
ajis02-1552	149	24	republishing	republish	VERB
ajis02-1552	149	25	.	.	PUNCT
ajis02-1552	150	1	for	for	ADP
ajis02-1552	150	2	each	each	DET
ajis02-1552	150	3	tuple	tuple	NOUN
ajis02-1552	150	4	of	of	ADP
ajis02-1552	150	5	(	(	PUNCT
ajis02-1552	150	6	useri	useri	ADJ
ajis02-1552	150	7	,	,	PUNCT
ajis02-1552	150	8	 	 	SPACE
ajis02-1552	150	9	topicj	topicj	NOUN
ajis02-1552	150	10	)	)	PUNCT
ajis02-1552	150	11	,	,	PUNCT
ajis02-1552	150	12	we	we	PRON
ajis02-1552	150	13	measure	measure	VERB
ajis02-1552	150	14	the	the	DET
ajis02-1552	150	15	influence	influence	NOUN
ajis02-1552	150	16	of	of	ADP
ajis02-1552	150	17	user	user	NOUN
ajis02-1552	150	18	ui	ui	PROPN
ajis02-1552	150	19	on	on	ADP
ajis02-1552	150	20	topic	topic	NOUN
ajis02-1552	150	21	tj	tj	PROPN
ajis02-1552	150	22	as	as	ADP
ajis02-1552	150	23	fij	fij	PROPN
ajis02-1552	150	24	*	*	PUNCT
ajis02-1552	150	25	which	which	PRON
ajis02-1552	150	26	comprises	comprise	VERB
ajis02-1552	150	27	of	of	ADP
ajis02-1552	150	28	four	four	NUM
ajis02-1552	150	29	measures	measure	NOUN
ajis02-1552	150	30	ff	ff	NOUN
ajis02-1552	150	31	,	,	PUNCT
ajis02-1552	150	32	 	 	SPACE
ajis02-1552	150	33	fa	fa	PROPN
ajis02-1552	150	34	,	,	PUNCT
ajis02-1552	150	35	 	 	SPACE
ajis02-1552	150	36	fe	fe	X
ajis02-1552	150	37	,	,	PUNCT
ajis02-1552	150	38	 	 	SPACE
ajis02-1552	150	39	fc	fc	PROPN
ajis02-1552	150	40	.	.	PUNCT
ajis02-1552	151	1	the	the	DET
ajis02-1552	151	2	details	detail	NOUN
ajis02-1552	151	3	of	of	ADP
ajis02-1552	151	4	influence	influence	NOUN
ajis02-1552	151	5	measurement	measurement	NOUN
ajis02-1552	151	6	algorithm	algorithm	NOUN
ajis02-1552	151	7	are	be	AUX
ajis02-1552	151	8	shown	show	VERB
ajis02-1552	151	9	in	in	ADP
ajis02-1552	151	10	figure	figure	NOUN
ajis02-1552	151	11	2	2	NUM
ajis02-1552	151	12	and	and	CCONJ
ajis02-1552	151	13	section	section	NOUN
ajis02-1552	151	14	4.3	4.3	NUM
ajis02-1552	151	15	.	.	PUNCT
ajis02-1552	152	1	the	the	DET
ajis02-1552	152	2	measure	measure	NOUN
ajis02-1552	152	3	fij	fij	PROPN
ajis02-1552	152	4	*	*	PUNCT
ajis02-1552	152	5	identifies	identify	VERB
ajis02-1552	152	6	user	user	NOUN
ajis02-1552	152	7	influence	influence	NOUN
ajis02-1552	152	8	for	for	ADP
ajis02-1552	152	9	the	the	DET
ajis02-1552	152	10	identified	identify	VERB
ajis02-1552	152	11	topics	topic	NOUN
ajis02-1552	152	12	and	and	CCONJ
ajis02-1552	152	13	users	user	NOUN
ajis02-1552	152	14	can	can	AUX
ajis02-1552	152	15	be	be	AUX
ajis02-1552	152	16	ranked	rank	VERB
ajis02-1552	152	17	according	accord	VERB
ajis02-1552	152	18	to	to	ADP
ajis02-1552	152	19	their	their	PRON
ajis02-1552	152	20	fij	fij	PROPN
ajis02-1552	152	21	*	*	PUNCT
ajis02-1552	152	22	score	score	NOUN
ajis02-1552	152	23	for	for	ADP
ajis02-1552	152	24	each	each	DET
ajis02-1552	152	25	topic	topic	NOUN
ajis02-1552	152	26	.	.	PUNCT
ajis02-1552	153	1	4.3	4.3	NUM
ajis02-1552	153	2	influence	influence	NOUN
ajis02-1552	153	3	measurement	measurement	NOUN
ajis02-1552	153	4	we	we	PRON
ajis02-1552	153	5	define	define	VERB
ajis02-1552	153	6	social	social	ADJ
ajis02-1552	153	7	influence	influence	NOUN
ajis02-1552	153	8	in	in	ADP
ajis02-1552	153	9	a	a	DET
ajis02-1552	153	10	social	social	ADJ
ajis02-1552	153	11	network	network	NOUN
ajis02-1552	153	12	as	as	ADP
ajis02-1552	153	13	importance	importance	NOUN
ajis02-1552	153	14	of	of	ADP
ajis02-1552	153	15	a	a	DET
ajis02-1552	153	16	user	user	NOUN
ajis02-1552	153	17	in	in	ADP
ajis02-1552	153	18	the	the	DET
ajis02-1552	153	19	social	social	ADJ
ajis02-1552	153	20	network	network	NOUN
ajis02-1552	153	21	graph	graph	NOUN
ajis02-1552	153	22	,	,	PUNCT
ajis02-1552	153	23	user	user	NOUN
ajis02-1552	153	24	’s	’s	PART
ajis02-1552	153	25	activities	activity	NOUN
ajis02-1552	153	26	,	,	PUNCT
ajis02-1552	153	27	and	and	CCONJ
ajis02-1552	153	28	involvement	involvement	NOUN
ajis02-1552	153	29	of	of	ADP
ajis02-1552	153	30	others	other	NOUN
ajis02-1552	153	31	in	in	ADP
ajis02-1552	153	32	the	the	DET
ajis02-1552	153	33	user	user	NOUN
ajis02-1552	153	34	’s	’s	PART
ajis02-1552	153	35	posts	post	NOUN
ajis02-1552	153	36	.	.	PUNCT
ajis02-1552	154	1	social	social	ADJ
ajis02-1552	154	2	influence	influence	NOUN
ajis02-1552	154	3	can	can	AUX
ajis02-1552	154	4	be	be	AUX
ajis02-1552	154	5	analysed	analyse	VERB
ajis02-1552	154	6	through	through	ADP
ajis02-1552	154	7	different	different	ADJ
ajis02-1552	154	8	modalities	modality	NOUN
ajis02-1552	154	9	network	network	NOUN
ajis02-1552	154	10	structure	structure	NOUN
ajis02-1552	154	11	and	and	CCONJ
ajis02-1552	154	12	user	user	NOUN
ajis02-1552	154	13	’s	’s	PART
ajis02-1552	154	14	position	position	NOUN
ajis02-1552	154	15	in	in	ADP
ajis02-1552	154	16	the	the	DET
ajis02-1552	154	17	network	network	NOUN
ajis02-1552	154	18	,	,	PUNCT
ajis02-1552	154	19	scale	scale	NOUN
ajis02-1552	154	20	of	of	ADP
ajis02-1552	154	21	a	a	DET
ajis02-1552	154	22	user	user	NOUN
ajis02-1552	154	23	’s	’s	PART
ajis02-1552	154	24	post	post	NOUN
ajis02-1552	154	25	diffusion	diffusion	NOUN
ajis02-1552	154	26	in	in	ADP
ajis02-1552	154	27	the	the	DET
ajis02-1552	154	28	network	network	NOUN
ajis02-1552	154	29	,	,	PUNCT
ajis02-1552	154	30	a	a	DET
ajis02-1552	154	31	user	user	NOUN
ajis02-1552	154	32	’s	’s	PART
ajis02-1552	154	33	activities	activity	NOUN
ajis02-1552	154	34	and	and	CCONJ
ajis02-1552	154	35	engagement	engagement	NOUN
ajis02-1552	154	36	in	in	ADP
ajis02-1552	154	37	the	the	DET
ajis02-1552	154	38	social	social	ADJ
ajis02-1552	154	39	network	network	NOUN
ajis02-1552	154	40	,	,	PUNCT
ajis02-1552	154	41	and	and	CCONJ
ajis02-1552	154	42	message	message	NOUN
ajis02-1552	154	43	content	content	NOUN
ajis02-1552	154	44	that	that	PRON
ajis02-1552	154	45	a	a	DET
ajis02-1552	154	46	user	user	NOUN
ajis02-1552	154	47	broadcast	broadcast	VERB
ajis02-1552	154	48	in	in	ADP
ajis02-1552	154	49	the	the	DET
ajis02-1552	154	50	network	network	NOUN
ajis02-1552	154	51	(	(	PUNCT
ajis02-1552	154	52	embar	embar	NOUN
ajis02-1552	154	53	,	,	PUNCT
ajis02-1552	154	54	bhattacharya	bhattacharya	PROPN
ajis02-1552	154	55	et	et	PROPN
ajis02-1552	154	56	al	al	PROPN
ajis02-1552	154	57	.	.	PROPN
ajis02-1552	154	58	2015	2015	NUM
ajis02-1552	154	59	)	)	PUNCT
ajis02-1552	154	60	.	.	PUNCT
ajis02-1552	155	1	from	from	ADP
ajis02-1552	155	2	the	the	DET
ajis02-1552	155	3	network	network	NOUN
ajis02-1552	155	4	structure	structure	NOUN
ajis02-1552	155	5	,	,	PUNCT
ajis02-1552	155	6	we	we	PRON
ajis02-1552	155	7	identify	identify	VERB
ajis02-1552	155	8	influence	influence	NOUN
ajis02-1552	155	9	related	relate	VERB
ajis02-1552	155	10	attributes	attribute	NOUN
ajis02-1552	155	11	,	,	PUNCT
ajis02-1552	155	12	such	such	ADJ
ajis02-1552	155	13	as	as	ADP
ajis02-1552	155	14	user	user	NOUN
ajis02-1552	155	15	friends	friend	NOUN
ajis02-1552	155	16	and	and	CCONJ
ajis02-1552	155	17	centrality	centrality	NOUN
ajis02-1552	155	18	of	of	ADP
ajis02-1552	155	19	user	user	NOUN
ajis02-1552	155	20	in	in	ADP
ajis02-1552	155	21	the	the	DET
ajis02-1552	155	22	social	social	ADJ
ajis02-1552	155	23	network	network	NOUN
ajis02-1552	155	24	.	.	PUNCT
ajis02-1552	156	1	from	from	ADP
ajis02-1552	156	2	the	the	DET
ajis02-1552	156	3	content	content	NOUN
ajis02-1552	156	4	of	of	ADP
ajis02-1552	156	5	broadcasted	broadcast	VERB
ajis02-1552	156	6	text	text	NOUN
ajis02-1552	156	7	,	,	PUNCT
ajis02-1552	156	8	we	we	PRON
ajis02-1552	156	9	can	can	AUX
ajis02-1552	156	10	identify	identify	VERB
ajis02-1552	156	11	australasian	australasian	ADJ
ajis02-1552	156	12	journal	journal	NOUN
ajis02-1552	156	13	of	of	ADP
ajis02-1552	156	14	information	information	NOUN
ajis02-1552	156	15	systems	systems	PROPN
ajis02-1552	156	16	hamzehei	hamzehei	PROPN
ajis02-1552	156	17	,	,	PUNCT
ajis02-1552	156	18	jiang	jiang	PROPN
ajis02-1552	156	19	,	,	PUNCT
ajis02-1552	156	20	koutra	koutra	PROPN
ajis02-1552	156	21	,	,	PUNCT
ajis02-1552	156	22	wong	wong	PROPN
ajis02-1552	156	23	&	&	CCONJ
ajis02-1552	156	24	chen	chen	PROPN
ajis02-1552	156	25	2017	2017	NUM
ajis02-1552	156	26	,	,	PUNCT
ajis02-1552	156	27	vol	vol	NOUN
ajis02-1552	156	28	21	21	NUM
ajis02-1552	156	29	,	,	PUNCT
ajis02-1552	156	30	selected	select	VERB
ajis02-1552	156	31	papers	paper	NOUN
ajis02-1552	156	32	from	from	ADP
ajis02-1552	156	33	ausdm	ausdm	NOUN
ajis02-1552	156	34	topic	topic	NOUN
ajis02-1552	156	35	-	-	PUNCT
ajis02-1552	156	36	based	base	VERB
ajis02-1552	156	37	social	social	ADJ
ajis02-1552	156	38	influence	influence	NOUN
ajis02-1552	156	39	measurement	measurement	NOUN
ajis02-1552	156	40	7	7	NUM
ajis02-1552	156	41	one	one	NUM
ajis02-1552	156	42	or	or	CCONJ
ajis02-1552	156	43	more	more	ADJ
ajis02-1552	156	44	topics	topic	NOUN
ajis02-1552	156	45	,	,	PUNCT
ajis02-1552	156	46	thus	thus	ADV
ajis02-1552	156	47	,	,	PUNCT
ajis02-1552	156	48	the	the	DET
ajis02-1552	156	49	influence	influence	NOUN
ajis02-1552	156	50	of	of	ADP
ajis02-1552	156	51	that	that	DET
ajis02-1552	156	52	user	user	NOUN
ajis02-1552	156	53	on	on	ADP
ajis02-1552	156	54	different	different	ADJ
ajis02-1552	156	55	aspects	aspect	NOUN
ajis02-1552	156	56	.	.	PUNCT
ajis02-1552	157	1	for	for	ADP
ajis02-1552	157	2	instance	instance	NOUN
ajis02-1552	157	3	,	,	PUNCT
ajis02-1552	157	4	in	in	ADP
ajis02-1552	157	5	twitter	twitter	NOUN
ajis02-1552	157	6	,	,	PUNCT
ajis02-1552	157	7	a	a	DET
ajis02-1552	157	8	post	post	NOUN
ajis02-1552	157	9	can	can	AUX
ajis02-1552	157	10	contain	contain	VERB
ajis02-1552	157	11	user	user	NOUN
ajis02-1552	157	12	mentions	mention	NOUN
ajis02-1552	157	13	,	,	PUNCT
ajis02-1552	157	14	receive	receive	VERB
ajis02-1552	157	15	replies	reply	NOUN
ajis02-1552	157	16	,	,	PUNCT
ajis02-1552	157	17	and	and	CCONJ
ajis02-1552	157	18	get	get	AUX
ajis02-1552	157	19	retweeted	retweete	VERB
ajis02-1552	157	20	by	by	ADP
ajis02-1552	157	21	other	other	ADJ
ajis02-1552	157	22	users	user	NOUN
ajis02-1552	157	23	.	.	PUNCT
ajis02-1552	158	1	all	all	DET
ajis02-1552	158	2	this	this	DET
ajis02-1552	158	3	information	information	NOUN
ajis02-1552	158	4	can	can	AUX
ajis02-1552	158	5	reveal	reveal	VERB
ajis02-1552	158	6	social	social	ADJ
ajis02-1552	158	7	influence	influence	NOUN
ajis02-1552	158	8	of	of	ADP
ajis02-1552	158	9	a	a	DET
ajis02-1552	158	10	user	user	NOUN
ajis02-1552	158	11	.	.	PUNCT
ajis02-1552	159	1	let	let	AUX
ajis02-1552	159	2	denote	denote	VERB
ajis02-1552	159	3	dt	dt	PUNCT
ajis02-1552	159	4	as	as	SCONJ
ajis02-1552	159	5	the	the	DET
ajis02-1552	159	6	set	set	NOUN
ajis02-1552	159	7	of	of	ADP
ajis02-1552	159	8	collected	collect	VERB
ajis02-1552	159	9	texts	text	NOUN
ajis02-1552	159	10	related	relate	VERB
ajis02-1552	159	11	to	to	ADP
ajis02-1552	159	12	topic	topic	NOUN
ajis02-1552	159	13	tj	tj	NOUN
ajis02-1552	159	14	from	from	ADP
ajis02-1552	159	15	the	the	DET
ajis02-1552	159	16	set	set	NOUN
ajis02-1552	159	17	of	of	ADP
ajis02-1552	159	18	topics	topic	NOUN
ajis02-1552	159	19	𝒯.	𝒯.	VERB
ajis02-1552	159	20	each	each	DET
ajis02-1552	159	21	text	text	NOUN
ajis02-1552	159	22	di	di	NOUN
ajis02-1552	159	23	contains	contain	VERB
ajis02-1552	159	24	a	a	DET
ajis02-1552	159	25	set	set	NOUN
ajis02-1552	159	26	of	of	ADP
ajis02-1552	159	27	attributes	attribute	NOUN
ajis02-1552	159	28	as	as	ADP
ajis02-1552	159	29	(	(	PUNCT
ajis02-1552	159	30	ui	ui	NOUN
ajis02-1552	159	31	,	,	PUNCT
ajis02-1552	159	32	 	 	SPACE
ajis02-1552	159	33	ci	ci	PROPN
ajis02-1552	159	34	,	,	PUNCT
ajis02-1552	159	35	 	 	SPACE
ajis02-1552	159	36	ri	ri	PROPN
ajis02-1552	159	37	,	,	PUNCT
ajis02-1552	159	38	 	 	SPACE
ajis02-1552	159	39	mi	mi	PROPN
ajis02-1552	159	40	,	,	PUNCT
ajis02-1552	159	41	 	 	SPACE
ajis02-1552	159	42	fi	fi	NOUN
ajis02-1552	159	43	)	)	PUNCT
ajis02-1552	159	44	where	where	SCONJ
ajis02-1552	159	45	ui	ui	PROPN
ajis02-1552	159	46	is	be	AUX
ajis02-1552	159	47	the	the	DET
ajis02-1552	159	48	author	author	NOUN
ajis02-1552	159	49	of	of	ADP
ajis02-1552	159	50	the	the	DET
ajis02-1552	159	51	text	text	NOUN
ajis02-1552	159	52	,	,	PUNCT
ajis02-1552	159	53	ci	ci	PROPN
ajis02-1552	159	54	is	be	AUX
ajis02-1552	159	55	the	the	DET
ajis02-1552	159	56	text	text	NOUN
ajis02-1552	159	57	,	,	PUNCT
ajis02-1552	159	58	ri	ri	PROPN
ajis02-1552	159	59	is	be	AUX
ajis02-1552	159	60	the	the	DET
ajis02-1552	159	61	list	list	NOUN
ajis02-1552	159	62	of	of	ADP
ajis02-1552	159	63	users	user	NOUN
ajis02-1552	159	64	republished	republish	VERB
ajis02-1552	159	65	the	the	DET
ajis02-1552	159	66	text	text	NOUN
ajis02-1552	159	67	,	,	PUNCT
ajis02-1552	159	68	mi	mi	PROPN
ajis02-1552	159	69	is	be	AUX
ajis02-1552	159	70	the	the	DET
ajis02-1552	159	71	list	list	NOUN
ajis02-1552	159	72	of	of	ADP
ajis02-1552	159	73	mentions	mention	NOUN
ajis02-1552	159	74	for	for	ADP
ajis02-1552	159	75	that	that	DET
ajis02-1552	159	76	text	text	NOUN
ajis02-1552	159	77	,	,	PUNCT
ajis02-1552	159	78	and	and	CCONJ
ajis02-1552	159	79	fi	fi	NOUN
ajis02-1552	159	80	is	be	AUX
ajis02-1552	159	81	the	the	DET
ajis02-1552	159	82	number	number	NOUN
ajis02-1552	159	83	of	of	ADP
ajis02-1552	159	84	followers	follower	NOUN
ajis02-1552	159	85	of	of	ADP
ajis02-1552	159	86	the	the	DET
ajis02-1552	159	87	text	text	NOUN
ajis02-1552	159	88	author	author	NOUN
ajis02-1552	159	89	.	.	PUNCT
ajis02-1552	160	1	we	we	PRON
ajis02-1552	160	2	define	define	VERB
ajis02-1552	160	3	the	the	DET
ajis02-1552	160	4	following	follow	VERB
ajis02-1552	160	5	dimensions	dimension	NOUN
ajis02-1552	160	6	for	for	ADP
ajis02-1552	160	7	measuring	measure	VERB
ajis02-1552	160	8	social	social	ADJ
ajis02-1552	160	9	influence	influence	NOUN
ajis02-1552	160	10	of	of	ADP
ajis02-1552	160	11	a	a	DET
ajis02-1552	160	12	user	user	NOUN
ajis02-1552	160	13	on	on	ADP
ajis02-1552	160	14	a	a	DET
ajis02-1552	160	15	topic	topic	NOUN
ajis02-1552	160	16	as	as	ADP
ajis02-1552	160	17	following	follow	VERB
ajis02-1552	160	18	:	:	PUNCT
ajis02-1552	160	19	algorithm	algorithm	NOUN
ajis02-1552	160	20	:	:	PUNCT
ajis02-1552	160	21	influence	influence	NOUN
ajis02-1552	160	22	measurement	measurement	NOUN
ajis02-1552	160	23	input	input	NOUN
ajis02-1552	160	24	:	:	PUNCT
ajis02-1552	160	25	list	list	NOUN
ajis02-1552	160	26	of	of	ADP
ajis02-1552	160	27	topics	topic	NOUN
ajis02-1552	160	28	,	,	PUNCT
ajis02-1552	160	29	collection	collection	NOUN
ajis02-1552	160	30	of	of	ADP
ajis02-1552	160	31	user	user	NOUN
ajis02-1552	160	32	posts	post	NOUN
ajis02-1552	160	33	for	for	ADP
ajis02-1552	160	34	each	each	DET
ajis02-1552	160	35	topic	topic	NOUN
ajis02-1552	160	36	,	,	PUNCT
ajis02-1552	160	37	interaction	interaction	NOUN
ajis02-1552	160	38	graphs	graph	NOUN
ajis02-1552	160	39	,	,	PUNCT
ajis02-1552	160	40	number	number	NOUN
ajis02-1552	160	41	of	of	ADP
ajis02-1552	160	42	friends	friend	NOUN
ajis02-1552	160	43	of	of	ADP
ajis02-1552	160	44	each	each	DET
ajis02-1552	160	45	user	user	NOUN
ajis02-1552	160	46	.	.	PUNCT
ajis02-1552	161	1	output	output	NOUN
ajis02-1552	161	2	:	:	PUNCT
ajis02-1552	161	3	matrix	matrix	NOUN
ajis02-1552	161	4	of	of	ADP
ajis02-1552	161	5	user	user	NOUN
ajis02-1552	161	6	influence	influence	NOUN
ajis02-1552	161	7	on	on	ADP
ajis02-1552	161	8	each	each	DET
ajis02-1552	161	9	topic	topic	NOUN
ajis02-1552	161	10	.	.	PUNCT
ajis02-1552	162	1	1	1	X
ajis02-1552	162	2	.	.	X
ajis02-1552	162	3	for	for	ADP
ajis02-1552	162	4	topic	topic	NOUN
ajis02-1552	162	5	in	in	ADP
ajis02-1552	162	6	topics	topic	NOUN
ajis02-1552	162	7	do	do	VERB
ajis02-1552	162	8	2	2	NUM
ajis02-1552	162	9	.	.	PUNCT
ajis02-1552	163	1	for	for	ADP
ajis02-1552	163	2	user	user	NOUN
ajis02-1552	163	3	in	in	ADP
ajis02-1552	163	4	users	user	NOUN
ajis02-1552	163	5	do	do	VERB
ajis02-1552	163	6	3	3	NUM
ajis02-1552	163	7	.	.	PUNCT
ajis02-1552	164	1	𝐹𝑓(𝑖	𝐹𝑓(𝑖	NUM
ajis02-1552	164	2	)	)	PUNCT
ajis02-1552	164	3	←	←	PROPN
ajis02-1552	164	4	#	#	NOUN
ajis02-1552	164	5	𝑓𝑟𝑖𝑒𝑛𝑑𝑠	𝑓𝑟𝑖𝑒𝑛𝑑𝑠	ADJ
ajis02-1552	164	6	4	4	NUM
ajis02-1552	164	7	.	.	PUNCT
ajis02-1552	165	1	𝐹𝑎(𝑖	𝐹𝑎(𝑖	ADJ
ajis02-1552	165	2	,	,	PUNCT
ajis02-1552	165	3	𝑗	𝑗	NOUN
ajis02-1552	165	4	)	)	PUNCT
ajis02-1552	165	5	←	←	PROPN
ajis02-1552	165	6	∑	∑	PUNCT
ajis02-1552	165	7	𝛿(𝑑𝑖)𝑑𝑖∈𝐷𝑗	𝛿(𝑑𝑖)𝑑𝑖∈𝐷𝑗	PROPN
ajis02-1552	165	8	5	5	NUM
ajis02-1552	165	9	.	.	PUNCT
ajis02-1552	166	1	𝐹𝑒(𝑖	𝐹𝑒(𝑖	NOUN
ajis02-1552	166	2	,	,	PUNCT
ajis02-1552	166	3	𝑗	𝑗	NOUN
ajis02-1552	166	4	)	)	PUNCT
ajis02-1552	166	5	←	←	PROPN
ajis02-1552	166	6	∑	∑	PROPN
ajis02-1552	166	7	(	(	PUNCT
ajis02-1552	166	8	𝛿(𝑅𝑖	𝛿(𝑅𝑖	NOUN
ajis02-1552	166	9	)	)	PUNCT
ajis02-1552	166	10	+	+	CCONJ
ajis02-1552	166	11	𝛿(𝑀𝑖𝑑𝑖∈𝐷𝑗	𝛿(𝑀𝑖𝑑𝑖∈𝐷𝑗	NUM
ajis02-1552	166	12	)	)	PUNCT
ajis02-1552	166	13	)	)	PUNCT
ajis02-1552	167	1	6	6	X
ajis02-1552	167	2	.	.	PUNCT
ajis02-1552	167	3	𝐹𝑐(𝑖	𝐹𝑐(𝑖	NOUN
ajis02-1552	167	4	,	,	PUNCT
ajis02-1552	167	5	𝑗	𝑗	NOUN
ajis02-1552	167	6	)	)	PUNCT
ajis02-1552	167	7	←	←	PROPN
ajis02-1552	167	8	𝑃𝑅(𝑢𝑖	𝑃𝑅(𝑢𝑖	PROPN
ajis02-1552	167	9	,	,	PUNCT
ajis02-1552	167	10	𝐺(𝐷𝑗	𝐺(𝐷𝑗	NOUN
ajis02-1552	167	11	)	)	PUNCT
ajis02-1552	167	12	)	)	PUNCT
ajis02-1552	167	13	7	7	X
ajis02-1552	167	14	.	.	X
ajis02-1552	168	1	𝐹𝑖𝑗	𝐹𝑖𝑗	NUM
ajis02-1552	168	2	∗	∗	NOUN
ajis02-1552	168	3	←	←	PROPN
ajis02-1552	168	4	𝑎𝑔𝑔𝑟𝑒𝑔𝑎𝑡𝑖𝑜𝑛	𝑎𝑔𝑔𝑟𝑒𝑔𝑎𝑡𝑖𝑜𝑛	PROPN
ajis02-1552	168	5	𝑜𝑓	𝑜𝑓	ADP
ajis02-1552	168	6	𝐹𝑓(𝑖	𝐹𝑓(𝑖	PROPN
ajis02-1552	168	7	)	)	PUNCT
ajis02-1552	168	8	,	,	PUNCT
ajis02-1552	168	9	𝐹𝑎(𝑖	𝐹𝑎(𝑖	PROPN
ajis02-1552	168	10	,	,	PUNCT
ajis02-1552	168	11	𝑗	𝑗	NOUN
ajis02-1552	168	12	)	)	PUNCT
ajis02-1552	168	13	,	,	PUNCT
ajis02-1552	168	14	𝐹𝑒(𝑖	𝐹𝑒(𝑖	NOUN
ajis02-1552	168	15	,	,	PUNCT
ajis02-1552	168	16	𝑗	𝑗	NOUN
ajis02-1552	168	17	)	)	PUNCT
ajis02-1552	168	18	,	,	PUNCT
ajis02-1552	168	19	𝐹𝑐(𝑖	𝐹𝑐(𝑖	PROPN
ajis02-1552	168	20	,	,	PUNCT
ajis02-1552	168	21	𝑗	𝑗	NOUN
ajis02-1552	168	22	)	)	PUNCT
ajis02-1552	168	23	8	8	NUM
ajis02-1552	168	24	.	.	PUNCT
ajis02-1552	168	25	return	return	NOUN
ajis02-1552	168	26	matrix	matrix	NOUN
ajis02-1552	168	27	of	of	ADP
ajis02-1552	168	28	user	user	NOUN
ajis02-1552	168	29	influence	influence	NOUN
ajis02-1552	168	30	on	on	ADP
ajis02-1552	168	31	topic	topic	NOUN
ajis02-1552	168	32	figure	figure	NOUN
ajis02-1552	168	33	2	2	NUM
ajis02-1552	168	34	:	:	PUNCT
ajis02-1552	168	35	topic	topic	NOUN
ajis02-1552	168	36	-	-	PUNCT
ajis02-1552	168	37	based	base	VERB
ajis02-1552	168	38	influence	influence	NOUN
ajis02-1552	168	39	measurement	measurement	NOUN
ajis02-1552	168	40	algorithm	algorithm	NOUN
ajis02-1552	168	41	follower	follower	NOUN
ajis02-1552	168	42	scale	scale	NOUN
ajis02-1552	168	43	:	:	PUNCT
ajis02-1552	168	44	this	this	DET
ajis02-1552	168	45	measure	measure	NOUN
ajis02-1552	168	46	depicts	depict	VERB
ajis02-1552	168	47	the	the	DET
ajis02-1552	168	48	number	number	NOUN
ajis02-1552	168	49	of	of	ADP
ajis02-1552	168	50	friends	friend	NOUN
ajis02-1552	168	51	a	a	DET
ajis02-1552	168	52	user	user	NOUN
ajis02-1552	168	53	has	have	VERB
ajis02-1552	168	54	in	in	ADP
ajis02-1552	168	55	the	the	DET
ajis02-1552	168	56	network	network	NOUN
ajis02-1552	168	57	.	.	PUNCT
ajis02-1552	169	1	this	this	DET
ajis02-1552	169	2	value	value	NOUN
ajis02-1552	169	3	is	be	AUX
ajis02-1552	169	4	constant	constant	ADJ
ajis02-1552	169	5	across	across	ADP
ajis02-1552	169	6	all	all	DET
ajis02-1552	169	7	topics	topic	NOUN
ajis02-1552	169	8	for	for	ADP
ajis02-1552	169	9	a	a	DET
ajis02-1552	169	10	user	user	NOUN
ajis02-1552	169	11	and	and	CCONJ
ajis02-1552	169	12	is	be	AUX
ajis02-1552	169	13	independent	independent	ADJ
ajis02-1552	169	14	of	of	ADP
ajis02-1552	169	15	topics	topic	NOUN
ajis02-1552	169	16	.	.	PUNCT
ajis02-1552	170	1	it	it	PRON
ajis02-1552	170	2	shows	show	VERB
ajis02-1552	170	3	the	the	DET
ajis02-1552	170	4	strength	strength	NOUN
ajis02-1552	170	5	of	of	ADP
ajis02-1552	170	6	social	social	ADJ
ajis02-1552	170	7	ties	tie	NOUN
ajis02-1552	170	8	of	of	ADP
ajis02-1552	170	9	a	a	DET
ajis02-1552	170	10	user	user	NOUN
ajis02-1552	170	11	.	.	PUNCT
ajis02-1552	171	1	although	although	SCONJ
ajis02-1552	171	2	the	the	DET
ajis02-1552	171	3	number	number	NOUN
ajis02-1552	171	4	of	of	ADP
ajis02-1552	171	5	social	social	ADJ
ajis02-1552	171	6	connections	connection	NOUN
ajis02-1552	171	7	can	can	AUX
ajis02-1552	171	8	be	be	AUX
ajis02-1552	171	9	an	an	DET
ajis02-1552	171	10	indicative	indicative	ADJ
ajis02-1552	171	11	of	of	ADP
ajis02-1552	171	12	influence	influence	NOUN
ajis02-1552	171	13	,	,	PUNCT
ajis02-1552	171	14	it	it	PRON
ajis02-1552	171	15	does	do	AUX
ajis02-1552	171	16	not	not	PART
ajis02-1552	171	17	carry	carry	VERB
ajis02-1552	171	18	information	information	NOUN
ajis02-1552	171	19	on	on	ADP
ajis02-1552	171	20	any	any	DET
ajis02-1552	171	21	specific	specific	ADJ
ajis02-1552	171	22	topic	topic	NOUN
ajis02-1552	171	23	.	.	PUNCT
ajis02-1552	172	1	the	the	DET
ajis02-1552	172	2	following	follow	VERB
ajis02-1552	172	3	influence	influence	NOUN
ajis02-1552	172	4	measures	measure	NOUN
ajis02-1552	172	5	are	be	AUX
ajis02-1552	172	6	more	more	ADJ
ajis02-1552	172	7	topic	topic	NOUN
ajis02-1552	172	8	-	-	PUNCT
ajis02-1552	172	9	specific	specific	ADJ
ajis02-1552	172	10	.	.	PUNCT
ajis02-1552	173	1	topic	topic	NOUN
ajis02-1552	173	2	activity	activity	NOUN
ajis02-1552	173	3	:	:	PUNCT
ajis02-1552	173	4	this	this	DET
ajis02-1552	173	5	measure	measure	NOUN
ajis02-1552	173	6	captures	capture	VERB
ajis02-1552	173	7	topic	topic	NOUN
ajis02-1552	173	8	-	-	PUNCT
ajis02-1552	173	9	related	relate	VERB
ajis02-1552	173	10	activities	activity	NOUN
ajis02-1552	173	11	of	of	ADP
ajis02-1552	173	12	a	a	DET
ajis02-1552	173	13	user	user	NOUN
ajis02-1552	173	14	.	.	PUNCT
ajis02-1552	174	1	fa(i	fa(i	PROPN
ajis02-1552	174	2	,	,	PUNCT
ajis02-1552	174	3	 	 	SPACE
ajis02-1552	174	4	j	j	NOUN
ajis02-1552	174	5	)	)	PUNCT
ajis02-1552	174	6	denotes	denote	VERB
ajis02-1552	174	7	influence	influence	NOUN
ajis02-1552	174	8	of	of	ADP
ajis02-1552	174	9	user	user	NOUN
ajis02-1552	174	10	ui	ui	PROPN
ajis02-1552	174	11	in	in	ADP
ajis02-1552	174	12	terms	term	NOUN
ajis02-1552	174	13	of	of	ADP
ajis02-1552	174	14	activities	activity	NOUN
ajis02-1552	174	15	related	relate	VERB
ajis02-1552	174	16	to	to	ADP
ajis02-1552	174	17	topic	topic	NOUN
ajis02-1552	174	18	tj	tj	NOUN
ajis02-1552	174	19	and	and	CCONJ
ajis02-1552	174	20	we	we	PRON
ajis02-1552	174	21	define	define	VERB
ajis02-1552	174	22	it	it	PRON
ajis02-1552	174	23	as	as	ADP
ajis02-1552	174	24	:	:	PUNCT
ajis02-1552	174	25	𝐹𝑎(𝑖	𝐹𝑎(𝑖	ADJ
ajis02-1552	174	26	,	,	PUNCT
ajis02-1552	174	27	𝑗	𝑗	NOUN
ajis02-1552	174	28	)	)	PUNCT
ajis02-1552	174	29	=	=	SYM
ajis02-1552	174	30	∑	∑	PUNCT
ajis02-1552	174	31	𝛿(𝑑𝑖	𝛿(𝑑𝑖	NUM
ajis02-1552	174	32	)	)	PUNCT
ajis02-1552	174	33	𝑑𝑖∈𝐷𝑡	𝑑𝑖∈𝐷𝑡	X
ajis02-1552	174	34	where	where	SCONJ
ajis02-1552	174	35	δ(di	δ(di	PROPN
ajis02-1552	174	36	)	)	PUNCT
ajis02-1552	174	37	is	be	AUX
ajis02-1552	174	38	1	1	NUM
ajis02-1552	174	39	if	if	SCONJ
ajis02-1552	174	40	di	di	NOUN
ajis02-1552	174	41	belongs	belong	VERB
ajis02-1552	174	42	to	to	ADP
ajis02-1552	174	43	texts	text	NOUN
ajis02-1552	174	44	set	set	VERB
ajis02-1552	174	45	for	for	ADP
ajis02-1552	174	46	topic	topic	NOUN
ajis02-1552	174	47	t	t	NOUN
ajis02-1552	174	48	and	and	CCONJ
ajis02-1552	174	49	is	be	AUX
ajis02-1552	174	50	0	0	NUM
ajis02-1552	174	51	otherwise	otherwise	ADV
ajis02-1552	174	52	.	.	PUNCT
ajis02-1552	175	1	it	it	PRON
ajis02-1552	175	2	intuitively	intuitively	ADV
ajis02-1552	175	3	measures	measure	VERB
ajis02-1552	175	4	the	the	DET
ajis02-1552	175	5	volume	volume	NOUN
ajis02-1552	175	6	of	of	ADP
ajis02-1552	175	7	topic	topic	NOUN
ajis02-1552	175	8	tj	tj	NOUN
ajis02-1552	175	9	-	-	PUNCT
ajis02-1552	175	10	related	relate	VERB
ajis02-1552	175	11	activities	activity	NOUN
ajis02-1552	175	12	of	of	ADP
ajis02-1552	175	13	user	user	NOUN
ajis02-1552	175	14	ui	ui	PROPN
ajis02-1552	175	15	.	.	PUNCT
ajis02-1552	176	1	australasian	australasian	ADJ
ajis02-1552	176	2	journal	journal	NOUN
ajis02-1552	176	3	of	of	ADP
ajis02-1552	176	4	information	information	NOUN
ajis02-1552	176	5	systems	systems	PROPN
ajis02-1552	176	6	hamzehei	hamzehei	PROPN
ajis02-1552	176	7	,	,	PUNCT
ajis02-1552	176	8	jiang	jiang	PROPN
ajis02-1552	176	9	,	,	PUNCT
ajis02-1552	176	10	koutra	koutra	PROPN
ajis02-1552	176	11	,	,	PUNCT
ajis02-1552	176	12	wong	wong	PROPN
ajis02-1552	176	13	&	&	CCONJ
ajis02-1552	176	14	chen	chen	PROPN
ajis02-1552	176	15	2017	2017	NUM
ajis02-1552	176	16	,	,	PUNCT
ajis02-1552	176	17	vol	vol	NOUN
ajis02-1552	176	18	21	21	NUM
ajis02-1552	176	19	,	,	PUNCT
ajis02-1552	176	20	selected	select	VERB
ajis02-1552	176	21	papers	paper	NOUN
ajis02-1552	176	22	from	from	ADP
ajis02-1552	176	23	ausdm	ausdm	NOUN
ajis02-1552	176	24	topic	topic	NOUN
ajis02-1552	176	25	-	-	PUNCT
ajis02-1552	176	26	based	base	VERB
ajis02-1552	176	27	social	social	ADJ
ajis02-1552	176	28	influence	influence	NOUN
ajis02-1552	176	29	measurement	measurement	NOUN
ajis02-1552	176	30	8	8	NUM
ajis02-1552	176	31	figure	figure	NOUN
ajis02-1552	176	32	3	3	NUM
ajis02-1552	176	33	:	:	PUNCT
ajis02-1552	176	34	retweet	retweet	VERB
ajis02-1552	176	35	and	and	CCONJ
ajis02-1552	176	36	mention	mention	VERB
ajis02-1552	176	37	graph	graph	NOUN
ajis02-1552	176	38	topic	topic	NOUN
ajis02-1552	176	39	-	-	PUNCT
ajis02-1552	176	40	based	base	VERB
ajis02-1552	176	41	attractiveness	attractiveness	NOUN
ajis02-1552	176	42	:	:	PUNCT
ajis02-1552	176	43	this	this	DET
ajis02-1552	176	44	measure	measure	NOUN
ajis02-1552	176	45	indicates	indicate	VERB
ajis02-1552	176	46	how	how	SCONJ
ajis02-1552	176	47	other	other	ADJ
ajis02-1552	176	48	users	user	NOUN
ajis02-1552	176	49	are	be	AUX
ajis02-1552	176	50	attracted	attract	VERB
ajis02-1552	176	51	to	to	ADP
ajis02-1552	176	52	useri	useri	PROPN
ajis02-1552	176	53	’s	’s	PART
ajis02-1552	176	54	post	post	NOUN
ajis02-1552	176	55	.	.	PUNCT
ajis02-1552	177	1	it	it	PRON
ajis02-1552	177	2	takes	take	VERB
ajis02-1552	177	3	other	other	ADJ
ajis02-1552	177	4	users	user	NOUN
ajis02-1552	177	5	’	'	PUNCT
ajis02-1552	177	6	feedback	feedback	NOUN
ajis02-1552	177	7	on	on	ADP
ajis02-1552	177	8	user	user	NOUN
ajis02-1552	177	9	ui	ui	PROPN
ajis02-1552	177	10	’s	’s	PART
ajis02-1552	177	11	activities	activity	NOUN
ajis02-1552	177	12	into	into	ADP
ajis02-1552	177	13	account	account	NOUN
ajis02-1552	177	14	.	.	PUNCT
ajis02-1552	178	1	we	we	PRON
ajis02-1552	178	2	define	define	VERB
ajis02-1552	178	3	it	it	PRON
ajis02-1552	178	4	as	as	ADP
ajis02-1552	178	5	𝐹𝑒(𝑖	𝐹𝑒(𝑖	NOUN
ajis02-1552	178	6	,	,	PUNCT
ajis02-1552	178	7	𝑗	𝑗	NOUN
ajis02-1552	178	8	)	)	PUNCT
ajis02-1552	178	9	←	←	PROPN
ajis02-1552	178	10	∑	∑	PROPN
ajis02-1552	178	11	(	(	PUNCT
ajis02-1552	178	12	𝛿(𝑅𝑖	𝛿(𝑅𝑖	PROPN
ajis02-1552	178	13	)	)	PUNCT
ajis02-1552	179	1	+	+	CCONJ
ajis02-1552	179	2	𝛿(𝑀𝑖	𝛿(𝑀𝑖	NOUN
ajis02-1552	179	3	)	)	PUNCT
ajis02-1552	179	4	𝑑𝑖∈𝐷𝑡	𝑑𝑖∈𝐷𝑡	X
ajis02-1552	179	5	where	where	SCONJ
ajis02-1552	179	6	δ(ri	δ(ri	X
ajis02-1552	179	7	)	)	PUNCT
ajis02-1552	179	8	is	be	AUX
ajis02-1552	179	9	the	the	DET
ajis02-1552	179	10	number	number	NOUN
ajis02-1552	179	11	of	of	ADP
ajis02-1552	179	12	times	time	NOUN
ajis02-1552	179	13	di	di	PROPN
ajis02-1552	179	14	is	be	AUX
ajis02-1552	179	15	republished	republish	VERB
ajis02-1552	179	16	by	by	ADP
ajis02-1552	179	17	other	other	ADJ
ajis02-1552	179	18	users	user	NOUN
ajis02-1552	179	19	and	and	CCONJ
ajis02-1552	179	20	δ(mi	δ(mi	NOUN
ajis02-1552	179	21	)	)	PUNCT
ajis02-1552	179	22	is	be	AUX
ajis02-1552	179	23	the	the	DET
ajis02-1552	179	24	number	number	NOUN
ajis02-1552	179	25	of	of	ADP
ajis02-1552	179	26	mentions	mention	NOUN
ajis02-1552	179	27	or	or	CCONJ
ajis02-1552	179	28	replies	reply	NOUN
ajis02-1552	179	29	of	of	ADP
ajis02-1552	179	30	di	di	PROPN
ajis02-1552	179	31	.	.	PROPN
ajis02-1552	180	1	network	network	NOUN
ajis02-1552	180	2	centrality	centrality	NOUN
ajis02-1552	180	3	:	:	PUNCT
ajis02-1552	180	4	centrality	centrality	NOUN
ajis02-1552	180	5	of	of	ADP
ajis02-1552	180	6	a	a	DET
ajis02-1552	180	7	user	user	NOUN
ajis02-1552	180	8	is	be	AUX
ajis02-1552	180	9	another	another	DET
ajis02-1552	180	10	indicator	indicator	NOUN
ajis02-1552	180	11	of	of	ADP
ajis02-1552	180	12	her	her	PRON
ajis02-1552	180	13	influence	influence	NOUN
ajis02-1552	180	14	in	in	ADP
ajis02-1552	180	15	a	a	DET
ajis02-1552	180	16	social	social	ADJ
ajis02-1552	180	17	network	network	NOUN
ajis02-1552	180	18	.	.	PUNCT
ajis02-1552	181	1	pagerank	pagerank	NOUN
ajis02-1552	181	2	was	be	AUX
ajis02-1552	181	3	introduced	introduce	VERB
ajis02-1552	181	4	first	first	ADV
ajis02-1552	181	5	for	for	ADP
ajis02-1552	181	6	ranking	rank	VERB
ajis02-1552	181	7	webpages	webpage	NOUN
ajis02-1552	181	8	for	for	ADP
ajis02-1552	181	9	search	search	NOUN
ajis02-1552	181	10	engines	engine	NOUN
ajis02-1552	181	11	,	,	PUNCT
ajis02-1552	181	12	and	and	CCONJ
ajis02-1552	181	13	can	can	AUX
ajis02-1552	181	14	be	be	AUX
ajis02-1552	181	15	used	use	VERB
ajis02-1552	181	16	here	here	ADV
ajis02-1552	181	17	to	to	PART
ajis02-1552	181	18	calculate	calculate	VERB
ajis02-1552	181	19	topic	topic	NOUN
ajis02-1552	181	20	-	-	PUNCT
ajis02-1552	181	21	specific	specific	ADJ
ajis02-1552	181	22	centrality	centrality	NOUN
ajis02-1552	181	23	of	of	ADP
ajis02-1552	181	24	users	user	NOUN
ajis02-1552	181	25	in	in	ADP
ajis02-1552	181	26	the	the	DET
ajis02-1552	181	27	social	social	ADJ
ajis02-1552	181	28	graph	graph	NOUN
ajis02-1552	181	29	.	.	PUNCT
ajis02-1552	182	1	figure	figure	NOUN
ajis02-1552	182	2	3	3	NUM
ajis02-1552	182	3	shows	show	VERB
ajis02-1552	182	4	an	an	DET
ajis02-1552	182	5	interaction	interaction	NOUN
ajis02-1552	182	6	graph	graph	NOUN
ajis02-1552	182	7	of	of	ADP
ajis02-1552	182	8	users	user	NOUN
ajis02-1552	182	9	on	on	ADP
ajis02-1552	182	10	a	a	DET
ajis02-1552	182	11	post	post	NOUN
ajis02-1552	182	12	generated	generate	VERB
ajis02-1552	182	13	by	by	ADP
ajis02-1552	182	14	user	user	NOUN
ajis02-1552	182	15	1	1	NUM
ajis02-1552	182	16	.	.	PUNCT
ajis02-1552	183	1	to	to	ADP
ajis02-1552	183	2	that	that	DET
ajis02-1552	183	3	end	end	NOUN
ajis02-1552	183	4	,	,	PUNCT
ajis02-1552	183	5	we	we	PRON
ajis02-1552	183	6	perform	perform	VERB
ajis02-1552	183	7	pagerank	pagerank	NOUN
ajis02-1552	183	8	on	on	ADP
ajis02-1552	183	9	the	the	DET
ajis02-1552	183	10	induced	induced	ADJ
ajis02-1552	183	11	graph	graph	NOUN
ajis02-1552	183	12	of	of	ADP
ajis02-1552	183	13	interactions	interaction	NOUN
ajis02-1552	183	14	on	on	ADP
ajis02-1552	183	15	a	a	DET
ajis02-1552	183	16	specific	specific	ADJ
ajis02-1552	183	17	topic	topic	NOUN
ajis02-1552	183	18	tj	tj	NOUN
ajis02-1552	183	19	.	.	PUNCT
ajis02-1552	184	1	the	the	DET
ajis02-1552	184	2	interaction	interaction	NOUN
ajis02-1552	184	3	graph	graph	NOUN
ajis02-1552	184	4	is	be	AUX
ajis02-1552	184	5	a	a	DET
ajis02-1552	184	6	better	well	ADJ
ajis02-1552	184	7	representative	representative	NOUN
ajis02-1552	184	8	of	of	ADP
ajis02-1552	184	9	the	the	DET
ajis02-1552	184	10	topical	topical	ADJ
ajis02-1552	184	11	relevance	relevance	NOUN
ajis02-1552	184	12	of	of	ADP
ajis02-1552	184	13	two	two	NUM
ajis02-1552	184	14	users	user	NOUN
ajis02-1552	184	15	rather	rather	ADV
ajis02-1552	184	16	than	than	ADP
ajis02-1552	184	17	friendship	friendship	NOUN
ajis02-1552	184	18	graph	graph	NOUN
ajis02-1552	184	19	(	(	PUNCT
ajis02-1552	184	20	welch	welch	PROPN
ajis02-1552	184	21	,	,	PUNCT
ajis02-1552	184	22	schonfeld	schonfeld	VERB
ajis02-1552	184	23	et	et	PROPN
ajis02-1552	184	24	al	al	PROPN
ajis02-1552	184	25	.	.	PROPN
ajis02-1552	184	26	2011	2011	NUM
ajis02-1552	184	27	)	)	PUNCT
ajis02-1552	184	28	.	.	PUNCT
ajis02-1552	185	1	we	we	PRON
ajis02-1552	185	2	denote	denote	VERB
ajis02-1552	185	3	it	it	PRON
ajis02-1552	185	4	as	as	ADP
ajis02-1552	185	5	:	:	PUNCT
ajis02-1552	185	6	𝐹𝑐(𝑖	𝐹𝑐(𝑖	NOUN
ajis02-1552	185	7	,	,	PUNCT
ajis02-1552	185	8	𝑗	𝑗	NOUN
ajis02-1552	185	9	)	)	PUNCT
ajis02-1552	185	10	←	←	PROPN
ajis02-1552	185	11	𝑃𝑅(𝑢𝑖	𝑃𝑅(𝑢𝑖	PROPN
ajis02-1552	185	12	,	,	PUNCT
ajis02-1552	185	13	𝐺(𝐷𝑡	𝐺(𝐷𝑡	ADJ
ajis02-1552	185	14	)	)	PUNCT
ajis02-1552	185	15	)	)	PUNCT
ajis02-1552	185	16	where	where	SCONJ
ajis02-1552	185	17	g(dt	g(dt	NOUN
ajis02-1552	185	18	)	)	PUNCT
ajis02-1552	185	19	is	be	AUX
ajis02-1552	185	20	a	a	DET
ajis02-1552	185	21	graph	graph	NOUN
ajis02-1552	185	22	corresponding	correspond	VERB
ajis02-1552	185	23	to	to	ADP
ajis02-1552	185	24	users	user	NOUN
ajis02-1552	185	25	over	over	ADP
ajis02-1552	185	26	documents	document	NOUN
ajis02-1552	185	27	set	set	VERB
ajis02-1552	185	28	dt	dt	NOUN
ajis02-1552	185	29	for	for	ADP
ajis02-1552	185	30	topic	topic	NOUN
ajis02-1552	185	31	t.	t.	PROPN
ajis02-1552	185	32	pr(ui	pr(ui	PROPN
ajis02-1552	185	33	,	,	PUNCT
ajis02-1552	185	34	 	 	SPACE
ajis02-1552	185	35	g(dt	g(dt	PROPN
ajis02-1552	185	36	)	)	PUNCT
ajis02-1552	185	37	)	)	PUNCT
ajis02-1552	185	38	indicates	indicate	VERB
ajis02-1552	185	39	the	the	DET
ajis02-1552	185	40	pagerank	pagerank	NOUN
ajis02-1552	185	41	score	score	NOUN
ajis02-1552	185	42	of	of	ADP
ajis02-1552	185	43	user	user	NOUN
ajis02-1552	185	44	ui	ui	PROPN
ajis02-1552	185	45	in	in	ADP
ajis02-1552	185	46	the	the	DET
ajis02-1552	185	47	graph	graph	NOUN
ajis02-1552	185	48	g(dt	g(dt	PROPN
ajis02-1552	185	49	)	)	PUNCT
ajis02-1552	185	50	.	.	PUNCT
ajis02-1552	186	1	in	in	ADP
ajis02-1552	186	2	this	this	DET
ajis02-1552	186	3	work	work	NOUN
ajis02-1552	186	4	,	,	PUNCT
ajis02-1552	186	5	we	we	PRON
ajis02-1552	186	6	reconstruct	reconstruct	VERB
ajis02-1552	186	7	the	the	DET
ajis02-1552	186	8	interaction	interaction	NOUN
ajis02-1552	186	9	graph	graph	NOUN
ajis02-1552	186	10	,	,	PUNCT
ajis02-1552	186	11	(	(	PUNCT
ajis02-1552	186	12	e.g.	e.g.	ADV
ajis02-1552	186	13	,	,	PUNCT
ajis02-1552	186	14	retweet	retweet	VERB
ajis02-1552	186	15	and	and	CCONJ
ajis02-1552	186	16	mention	mention	VERB
ajis02-1552	186	17	graphs	graph	NOUN
ajis02-1552	186	18	from	from	ADP
ajis02-1552	186	19	twitter	twitter	NOUN
ajis02-1552	186	20	)	)	PUNCT
ajis02-1552	186	21	,	,	PUNCT
ajis02-1552	186	22	to	to	PART
ajis02-1552	186	23	measure	measure	VERB
ajis02-1552	186	24	topic	topic	NOUN
ajis02-1552	186	25	specific	specific	ADJ
ajis02-1552	186	26	centrality	centrality	NOUN
ajis02-1552	186	27	of	of	ADP
ajis02-1552	186	28	users	user	NOUN
ajis02-1552	186	29	by	by	ADP
ajis02-1552	186	30	pagerank	pagerank	NOUN
ajis02-1552	186	31	.	.	PUNCT
ajis02-1552	187	1	aggregating	aggregate	VERB
ajis02-1552	187	2	influence	influence	NOUN
ajis02-1552	187	3	scores	score	NOUN
ajis02-1552	187	4	:	:	PUNCT
ajis02-1552	187	5	the	the	DET
ajis02-1552	187	6	four	four	NUM
ajis02-1552	187	7	influence	influence	NOUN
ajis02-1552	187	8	measures	measure	NOUN
ajis02-1552	187	9	described	describe	VERB
ajis02-1552	187	10	above	above	ADP
ajis02-1552	187	11	ff	ff	NOUN
ajis02-1552	187	12	,	,	PUNCT
ajis02-1552	187	13	fa	fa	PROPN
ajis02-1552	187	14	,	,	PUNCT
ajis02-1552	187	15	fe	fe	X
ajis02-1552	187	16	,	,	PUNCT
ajis02-1552	187	17	fc	fc	PROPN
ajis02-1552	187	18	will	will	AUX
ajis02-1552	187	19	be	be	AUX
ajis02-1552	187	20	aggregated	aggregate	VERB
ajis02-1552	187	21	to	to	PART
ajis02-1552	187	22	form	form	VERB
ajis02-1552	187	23	a	a	DET
ajis02-1552	187	24	single	single	ADJ
ajis02-1552	187	25	influence	influence	NOUN
ajis02-1552	187	26	score	score	NOUN
ajis02-1552	188	1	f	f	X
ajis02-1552	188	2	*	*	PUNCT
ajis02-1552	188	3	for	for	ADP
ajis02-1552	188	4	user	user	NOUN
ajis02-1552	188	5	ui	ui	PROPN
ajis02-1552	188	6	in	in	ADP
ajis02-1552	188	7	topic	topic	NOUN
ajis02-1552	188	8	tj	tj	NOUN
ajis02-1552	188	9	.	.	PROPN
ajis02-1552	189	1	for	for	ADP
ajis02-1552	189	2	the	the	DET
ajis02-1552	189	3	first	first	ADJ
ajis02-1552	189	4	attempt	attempt	NOUN
ajis02-1552	189	5	,	,	PUNCT
ajis02-1552	189	6	we	we	PRON
ajis02-1552	189	7	averaged	average	VERB
ajis02-1552	189	8	the	the	DET
ajis02-1552	189	9	measures	measure	NOUN
ajis02-1552	189	10	,	,	PUNCT
ajis02-1552	189	11	which	which	PRON
ajis02-1552	189	12	gives	give	VERB
ajis02-1552	189	13	every	every	DET
ajis02-1552	189	14	measure	measure	NOUN
ajis02-1552	189	15	the	the	DET
ajis02-1552	189	16	same	same	ADJ
ajis02-1552	189	17	share	share	NOUN
ajis02-1552	189	18	in	in	ADP
ajis02-1552	189	19	the	the	DET
ajis02-1552	189	20	overall	overall	ADJ
ajis02-1552	189	21	influence	influence	NOUN
ajis02-1552	189	22	score	score	NOUN
ajis02-1552	189	23	.	.	PUNCT
ajis02-1552	190	1	for	for	ADP
ajis02-1552	190	2	the	the	DET
ajis02-1552	190	3	future	future	ADJ
ajis02-1552	190	4	works	work	NOUN
ajis02-1552	190	5	,	,	PUNCT
ajis02-1552	190	6	we	we	PRON
ajis02-1552	190	7	investigate	investigate	VERB
ajis02-1552	190	8	other	other	ADJ
ajis02-1552	190	9	methods	method	NOUN
ajis02-1552	190	10	for	for	ADP
ajis02-1552	190	11	aggregating	aggregate	VERB
ajis02-1552	190	12	the	the	DET
ajis02-1552	190	13	measures	measure	NOUN
ajis02-1552	190	14	.	.	PUNCT
ajis02-1552	191	1	5	5	NUM
ajis02-1552	191	2	results	result	NOUN
ajis02-1552	191	3	and	and	CCONJ
ajis02-1552	191	4	experiments	experiment	NOUN
ajis02-1552	191	5	in	in	ADP
ajis02-1552	191	6	this	this	DET
ajis02-1552	191	7	section	section	NOUN
ajis02-1552	191	8	,	,	PUNCT
ajis02-1552	191	9	we	we	PRON
ajis02-1552	191	10	discuss	discuss	VERB
ajis02-1552	191	11	the	the	DET
ajis02-1552	191	12	details	detail	NOUN
ajis02-1552	191	13	of	of	ADP
ajis02-1552	191	14	conducted	conduct	VERB
ajis02-1552	191	15	experiments	experiment	NOUN
ajis02-1552	191	16	.	.	PUNCT
ajis02-1552	192	1	it	it	PRON
ajis02-1552	192	2	includes	include	VERB
ajis02-1552	192	3	the	the	DET
ajis02-1552	192	4	data	datum	NOUN
ajis02-1552	192	5	and	and	CCONJ
ajis02-1552	192	6	the	the	DET
ajis02-1552	192	7	influence	influence	NOUN
ajis02-1552	192	8	measurement	measurement	NOUN
ajis02-1552	192	9	performed	perform	VERB
ajis02-1552	192	10	by	by	ADP
ajis02-1552	192	11	our	our	PRON
ajis02-1552	192	12	proposed	propose	VERB
ajis02-1552	192	13	method	method	NOUN
ajis02-1552	192	14	.	.	PUNCT
ajis02-1552	193	1	user	user	PROPN
ajis02-1552	193	2	topic1	topic1	PROPN
ajis02-1552	193	3	topic2	topic2	PROPN
ajis02-1552	193	4	topic3	topic3	PROPN
ajis02-1552	194	1	topic4	topic4	NOUN
ajis02-1552	194	2	vnfrombucharest	vnfrombuchar	ADJ
ajis02-1552	194	3	[	[	X
ajis02-1552	194	4	0	0	NUM
ajis02-1552	194	5	,	,	PUNCT
ajis02-1552	194	6	0	0	NUM
ajis02-1552	194	7	,	,	PUNCT
ajis02-1552	194	8	0	0	NUM
ajis02-1552	194	9	,	,	PUNCT
ajis02-1552	194	10	0	0	NUM
ajis02-1552	194	11	]	]	X
ajis02-1552	195	1	[	[	X
ajis02-1552	195	2	0	0	NUM
ajis02-1552	195	3	,	,	PUNCT
ajis02-1552	195	4	0	0	NUM
ajis02-1552	195	5	,	,	PUNCT
ajis02-1552	195	6	0	0	NUM
ajis02-1552	195	7	,	,	PUNCT
ajis02-1552	195	8	0	0	NUM
ajis02-1552	195	9	]	]	X
ajis02-1552	195	10	[	[	X
ajis02-1552	195	11	0.1	0.1	NUM
ajis02-1552	195	12	,	,	PUNCT
ajis02-1552	195	13	0.02	0.02	NUM
ajis02-1552	195	14	,	,	PUNCT
ajis02-1552	195	15	0.51	0.51	NUM
ajis02-1552	195	16	,	,	PUNCT
ajis02-1552	195	17	0.01	0.01	NUM
ajis02-1552	195	18	]	]	PUNCT
ajis02-1552	196	1	[	[	X
ajis02-1552	196	2	0	0	NUM
ajis02-1552	196	3	,	,	PUNCT
ajis02-1552	196	4	0	0	NUM
ajis02-1552	196	5	,	,	PUNCT
ajis02-1552	196	6	0	0	NUM
ajis02-1552	196	7	,	,	PUNCT
ajis02-1552	196	8	0	0	NUM
ajis02-1552	196	9	]	]	X
ajis02-1552	196	10	charliedatamine	charliedatamine	NOUN
ajis02-1552	197	1	[	[	X
ajis02-1552	197	2	0.12	0.12	NUM
ajis02-1552	197	3	,	,	PUNCT
ajis02-1552	197	4	0.01	0.01	NUM
ajis02-1552	197	5	,	,	PUNCT
ajis02-1552	197	6	0.34	0.34	NUM
ajis02-1552	197	7	,	,	PUNCT
ajis02-1552	197	8	0.2	0.2	NUM
ajis02-1552	197	9	]	]	PUNCT
ajis02-1552	198	1	[	[	X
ajis02-1552	198	2	0	0	NUM
ajis02-1552	198	3	,	,	PUNCT
ajis02-1552	198	4	0	0	NUM
ajis02-1552	198	5	,	,	PUNCT
ajis02-1552	198	6	0	0	NUM
ajis02-1552	198	7	,	,	PUNCT
ajis02-1552	198	8	0	0	NUM
ajis02-1552	198	9	]	]	X
ajis02-1552	199	1	[	[	X
ajis02-1552	199	2	0.1	0.1	NUM
ajis02-1552	199	3	,	,	PUNCT
ajis02-1552	199	4	0.02	0.02	NUM
ajis02-1552	199	5	,	,	PUNCT
ajis02-1552	199	6	0.51	0.51	NUM
ajis02-1552	199	7	,	,	PUNCT
ajis02-1552	199	8	0.16	0.16	NUM
ajis02-1552	199	9	]	]	X
ajis02-1552	200	1	[	[	X
ajis02-1552	200	2	0.28	0.28	NUM
ajis02-1552	200	3	,	,	PUNCT
ajis02-1552	200	4	0.2	0.2	NUM
ajis02-1552	200	5	,	,	PUNCT
ajis02-1552	200	6	0.38	0.38	NUM
ajis02-1552	200	7	,	,	PUNCT
ajis02-1552	200	8	0.16	0.16	NUM
ajis02-1552	200	9	]	]	X
ajis02-1552	200	10	sepehr125	sepehr125	PROPN
ajis02-1552	201	1	[	[	X
ajis02-1552	201	2	0	0	NUM
ajis02-1552	201	3	,	,	PUNCT
ajis02-1552	201	4	0	0	NUM
ajis02-1552	201	5	,	,	PUNCT
ajis02-1552	201	6	0	0	NUM
ajis02-1552	201	7	,	,	PUNCT
ajis02-1552	201	8	0	0	NUM
ajis02-1552	201	9	]	]	X
ajis02-1552	202	1	[	[	X
ajis02-1552	202	2	0	0	NUM
ajis02-1552	202	3	,	,	PUNCT
ajis02-1552	202	4	0	0	NUM
ajis02-1552	202	5	,	,	PUNCT
ajis02-1552	202	6	0	0	NUM
ajis02-1552	202	7	,	,	PUNCT
ajis02-1552	202	8	0	0	NUM
ajis02-1552	202	9	]	]	X
ajis02-1552	203	1	[	[	X
ajis02-1552	203	2	0	0	NUM
ajis02-1552	203	3	,	,	PUNCT
ajis02-1552	203	4	0	0	NUM
ajis02-1552	203	5	,	,	PUNCT
ajis02-1552	203	6	0	0	NUM
ajis02-1552	203	7	,	,	PUNCT
ajis02-1552	203	8	0	0	NUM
ajis02-1552	203	9	]	]	X
ajis02-1552	204	1	[	[	X
ajis02-1552	204	2	0	0	NUM
ajis02-1552	204	3	,	,	PUNCT
ajis02-1552	204	4	0	0	NUM
ajis02-1552	204	5	,	,	PUNCT
ajis02-1552	204	6	0	0	NUM
ajis02-1552	204	7	,	,	PUNCT
ajis02-1552	204	8	0	0	NUM
ajis02-1552	204	9	]	]	X
ajis02-1552	204	10	sdatamanagement	sdatamanagement	NOUN
ajis02-1552	204	11	[	[	X
ajis02-1552	204	12	0.12	0.12	NUM
ajis02-1552	204	13	,	,	PUNCT
ajis02-1552	204	14	0.02	0.02	NUM
ajis02-1552	204	15	,	,	PUNCT
ajis02-1552	204	16	0.35	0.35	NUM
ajis02-1552	204	17	,	,	PUNCT
ajis02-1552	204	18	0.7	0.7	NUM
ajis02-1552	204	19	]	]	PUNCT
ajis02-1552	205	1	[	[	X
ajis02-1552	205	2	0.05	0.05	NUM
ajis02-1552	205	3	,	,	PUNCT
ajis02-1552	205	4	0.04	0.04	NUM
ajis02-1552	205	5	,	,	PUNCT
ajis02-1552	205	6	0.15	0.15	NUM
ajis02-1552	205	7	,	,	PUNCT
ajis02-1552	205	8	0.7	0.7	NUM
ajis02-1552	205	9	]	]	PUNCT
ajis02-1552	205	10	[	[	X
ajis02-1552	205	11	0.6	0.6	NUM
ajis02-1552	205	12	,	,	PUNCT
ajis02-1552	205	13	0.04	0.04	NUM
ajis02-1552	205	14	,	,	PUNCT
ajis02-1552	205	15	0.51	0.51	NUM
ajis02-1552	205	16	,	,	PUNCT
ajis02-1552	205	17	0.67	0.67	NUM
ajis02-1552	205	18	]	]	PUNCT
ajis02-1552	206	1	[	[	X
ajis02-1552	206	2	0	0	NUM
ajis02-1552	206	3	,	,	PUNCT
ajis02-1552	206	4	0	0	NUM
ajis02-1552	206	5	,	,	PUNCT
ajis02-1552	206	6	0	0	NUM
ajis02-1552	206	7	,	,	PUNCT
ajis02-1552	206	8	0	0	NUM
ajis02-1552	206	9	]	]	X
ajis02-1552	206	10	yisongyue	yisongyue	NOUN
ajis02-1552	207	1	[	[	X
ajis02-1552	207	2	0	0	NUM
ajis02-1552	207	3	,	,	PUNCT
ajis02-1552	207	4	0	0	NUM
ajis02-1552	207	5	,	,	PUNCT
ajis02-1552	207	6	0	0	NUM
ajis02-1552	207	7	,	,	PUNCT
ajis02-1552	207	8	0	0	NUM
ajis02-1552	207	9	]	]	X
ajis02-1552	208	1	[	[	X
ajis02-1552	208	2	0	0	NUM
ajis02-1552	208	3	,	,	PUNCT
ajis02-1552	208	4	0	0	NUM
ajis02-1552	208	5	,	,	PUNCT
ajis02-1552	208	6	0	0	NUM
ajis02-1552	208	7	,	,	PUNCT
ajis02-1552	208	8	0	0	NUM
ajis02-1552	208	9	]	]	X
ajis02-1552	209	1	[	[	X
ajis02-1552	209	2	0	0	NUM
ajis02-1552	209	3	,	,	PUNCT
ajis02-1552	209	4	0	0	NUM
ajis02-1552	209	5	,	,	PUNCT
ajis02-1552	209	6	0	0	NUM
ajis02-1552	209	7	,	,	PUNCT
ajis02-1552	209	8	0	0	NUM
ajis02-1552	209	9	]	]	PUNCT
ajis02-1552	210	1	[	[	X
ajis02-1552	210	2	0.07	0.07	NUM
ajis02-1552	210	3	,	,	PUNCT
ajis02-1552	210	4	0.05	0.05	NUM
ajis02-1552	210	5	,	,	PUNCT
ajis02-1552	210	6	0.27	0.27	NUM
ajis02-1552	210	7	,	,	PUNCT
ajis02-1552	210	8	0.08	0.08	NUM
ajis02-1552	210	9	]	]	PUNCT
ajis02-1552	210	10	table	table	NOUN
ajis02-1552	210	11	2	2	NUM
ajis02-1552	210	12	:	:	PUNCT
ajis02-1552	210	13	a	a	DET
ajis02-1552	210	14	sample	sample	NOUN
ajis02-1552	210	15	from	from	ADP
ajis02-1552	210	16	the	the	DET
ajis02-1552	210	17	influence	influence	NOUN
ajis02-1552	210	18	matrix	matrix	NOUN
ajis02-1552	210	19	before	before	ADP
ajis02-1552	210	20	aggregating	aggregate	VERB
ajis02-1552	210	21	the	the	DET
ajis02-1552	210	22	4	4	NUM
ajis02-1552	210	23	influence	influence	NOUN
ajis02-1552	210	24	measures	measure	NOUN
ajis02-1552	210	25	of	of	ADP
ajis02-1552	210	26	user	user	NOUN
ajis02-1552	210	27	i	i	PRON
ajis02-1552	210	28	in	in	ADP
ajis02-1552	210	29	topic	topic	NOUN
ajis02-1552	210	30	t.	t.	PROPN
ajis02-1552	210	31	australasian	australasian	ADJ
ajis02-1552	210	32	journal	journal	NOUN
ajis02-1552	210	33	of	of	ADP
ajis02-1552	210	34	information	information	NOUN
ajis02-1552	210	35	systems	systems	PROPN
ajis02-1552	210	36	hamzehei	hamzehei	PROPN
ajis02-1552	210	37	,	,	PUNCT
ajis02-1552	210	38	jiang	jiang	PROPN
ajis02-1552	210	39	,	,	PUNCT
ajis02-1552	210	40	koutra	koutra	PROPN
ajis02-1552	210	41	,	,	PUNCT
ajis02-1552	210	42	wong	wong	PROPN
ajis02-1552	210	43	&	&	CCONJ
ajis02-1552	210	44	chen	chen	PROPN
ajis02-1552	210	45	2017	2017	NUM
ajis02-1552	210	46	,	,	PUNCT
ajis02-1552	210	47	vol	vol	NOUN
ajis02-1552	210	48	21	21	NUM
ajis02-1552	210	49	,	,	PUNCT
ajis02-1552	210	50	selected	select	VERB
ajis02-1552	210	51	papers	paper	NOUN
ajis02-1552	210	52	from	from	ADP
ajis02-1552	210	53	ausdm	ausdm	NOUN
ajis02-1552	210	54	topic	topic	NOUN
ajis02-1552	210	55	-	-	PUNCT
ajis02-1552	210	56	based	base	VERB
ajis02-1552	210	57	social	social	ADJ
ajis02-1552	210	58	influence	influence	NOUN
ajis02-1552	210	59	measurement	measurement	NOUN
ajis02-1552	210	60	9	9	NUM
ajis02-1552	210	61	user	user	NOUN
ajis02-1552	210	62	topic1	topic1	NOUN
ajis02-1552	210	63	topic2	topic2	PROPN
ajis02-1552	211	1	topic3	topic3	PROPN
ajis02-1552	211	2	topic4	topic4	NOUN
ajis02-1552	212	1	vnfrombucharest	vnfrombuchar	ADJ
ajis02-1552	212	2	0	0	NUM
ajis02-1552	212	3	0	0	NUM
ajis02-1552	212	4	0.159	0.159	NUM
ajis02-1552	212	5	0	0	NUM
ajis02-1552	212	6	charliedatamine	charliedatamine	NOUN
ajis02-1552	212	7	0.157	0.157	NUM
ajis02-1552	212	8	0	0	NUM
ajis02-1552	212	9	0.197	0.197	NUM
ajis02-1552	212	10	0.254	0.254	NUM
ajis02-1552	212	11	sepehr125	sepehr125	NOUN
ajis02-1552	212	12	0	0	NUM
ajis02-1552	212	13	0	0	NUM
ajis02-1552	212	14	0	0	NUM
ajis02-1552	212	15	0	0	NUM
ajis02-1552	212	16	sdatamanagement	sdatamanagement	NOUN
ajis02-1552	212	17	0.29	0.29	NUM
ajis02-1552	212	18	0.227	0.227	NUM
ajis02-1552	212	19	0.457	0.457	NUM
ajis02-1552	212	20	0	0	NUM
ajis02-1552	213	1	yisongyue	yisongyue	NOUN
ajis02-1552	213	2	0	0	NUM
ajis02-1552	213	3	0	0	NUM
ajis02-1552	213	4	0	0	NUM
ajis02-1552	213	5	0.117	0.117	NUM
ajis02-1552	213	6	table	table	NOUN
ajis02-1552	213	7	3	3	NUM
ajis02-1552	213	8	:	:	PUNCT
ajis02-1552	213	9	a	a	DET
ajis02-1552	213	10	sample	sample	NOUN
ajis02-1552	213	11	from	from	ADP
ajis02-1552	213	12	the	the	DET
ajis02-1552	213	13	influence	influence	NOUN
ajis02-1552	213	14	matrix	matrix	NOUN
ajis02-1552	213	15	after	after	ADP
ajis02-1552	213	16	aggregating	aggregate	VERB
ajis02-1552	213	17	the	the	DET
ajis02-1552	213	18	4	4	NUM
ajis02-1552	213	19	influence	influence	NOUN
ajis02-1552	213	20	measures	measure	NOUN
ajis02-1552	213	21	of	of	ADP
ajis02-1552	213	22	user	user	NOUN
ajis02-1552	213	23	i	i	PRON
ajis02-1552	213	24	in	in	ADP
ajis02-1552	213	25	topic	topic	NOUN
ajis02-1552	213	26	t.	t.	NOUN
ajis02-1552	213	27	5.1	5.1	NUM
ajis02-1552	213	28	dataset	dataset	VERB
ajis02-1552	213	29	to	to	PART
ajis02-1552	213	30	validate	validate	VERB
ajis02-1552	213	31	our	our	PRON
ajis02-1552	213	32	proposed	propose	VERB
ajis02-1552	213	33	method	method	NOUN
ajis02-1552	213	34	,	,	PUNCT
ajis02-1552	213	35	we	we	PRON
ajis02-1552	213	36	collected	collect	VERB
ajis02-1552	213	37	a	a	DET
ajis02-1552	213	38	unique	unique	ADJ
ajis02-1552	213	39	dataset	dataset	NOUN
ajis02-1552	213	40	from	from	ADP
ajis02-1552	213	41	twitter	twitter	NOUN
ajis02-1552	213	42	using	use	VERB
ajis02-1552	213	43	the	the	DET
ajis02-1552	213	44	twitter	twitter	NOUN
ajis02-1552	213	45	search	search	NOUN
ajis02-1552	213	46	api	api	NOUN
ajis02-1552	213	47	.	.	PUNCT
ajis02-1552	214	1	we	we	PRON
ajis02-1552	214	2	targeted	target	VERB
ajis02-1552	214	3	the	the	DET
ajis02-1552	214	4	machine	machine	NOUN
ajis02-1552	214	5	learning	learn	VERB
ajis02-1552	214	6	domain	domain	NOUN
ajis02-1552	214	7	and	and	CCONJ
ajis02-1552	214	8	identified	identify	VERB
ajis02-1552	214	9	core	core	NOUN
ajis02-1552	214	10	500	500	NUM
ajis02-1552	214	11	users	user	NOUN
ajis02-1552	214	12	that	that	PRON
ajis02-1552	214	13	have	have	AUX
ajis02-1552	214	14	mentioned	mention	VERB
ajis02-1552	214	15	machine	machine	NOUN
ajis02-1552	214	16	learning	learning	NOUN
ajis02-1552	214	17	as	as	ADP
ajis02-1552	214	18	a	a	DET
ajis02-1552	214	19	keyword	keyword	NOUN
ajis02-1552	214	20	in	in	ADP
ajis02-1552	214	21	their	their	PRON
ajis02-1552	214	22	profile	profile	NOUN
ajis02-1552	214	23	description	description	NOUN
ajis02-1552	214	24	.	.	PUNCT
ajis02-1552	215	1	to	to	PART
ajis02-1552	215	2	choose	choose	VERB
ajis02-1552	215	3	the	the	DET
ajis02-1552	215	4	users	user	NOUN
ajis02-1552	215	5	,	,	PUNCT
ajis02-1552	215	6	we	we	PRON
ajis02-1552	215	7	selected	select	VERB
ajis02-1552	215	8	a	a	DET
ajis02-1552	215	9	set	set	NOUN
ajis02-1552	215	10	of	of	ADP
ajis02-1552	215	11	machine	machine	NOUN
ajis02-1552	215	12	learning	learn	VERB
ajis02-1552	215	13	users	user	NOUN
ajis02-1552	215	14	as	as	ADP
ajis02-1552	215	15	seeds	seed	NOUN
ajis02-1552	215	16	and	and	CCONJ
ajis02-1552	215	17	crawled	crawl	VERB
ajis02-1552	215	18	among	among	ADP
ajis02-1552	215	19	their	their	PRON
ajis02-1552	215	20	friends	friend	NOUN
ajis02-1552	215	21	and	and	CCONJ
ajis02-1552	215	22	friends	friend	NOUN
ajis02-1552	215	23	of	of	ADP
ajis02-1552	215	24	friends	friend	NOUN
ajis02-1552	215	25	for	for	ADP
ajis02-1552	215	26	other	other	ADJ
ajis02-1552	215	27	machine	machine	NOUN
ajis02-1552	215	28	leaning	lean	VERB
ajis02-1552	215	29	-	-	PUNCT
ajis02-1552	215	30	related	relate	VERB
ajis02-1552	215	31	users	user	NOUN
ajis02-1552	215	32	.	.	PUNCT
ajis02-1552	216	1	for	for	ADP
ajis02-1552	216	2	the	the	DET
ajis02-1552	216	3	prepared	prepared	ADJ
ajis02-1552	216	4	list	list	NOUN
ajis02-1552	216	5	of	of	ADP
ajis02-1552	216	6	users	user	NOUN
ajis02-1552	216	7	,	,	PUNCT
ajis02-1552	216	8	we	we	PRON
ajis02-1552	216	9	gathered	gather	VERB
ajis02-1552	216	10	their	their	PRON
ajis02-1552	216	11	timeline	timeline	NOUN
ajis02-1552	216	12	tweets	tweet	NOUN
ajis02-1552	216	13	which	which	PRON
ajis02-1552	216	14	for	for	ADP
ajis02-1552	216	15	most	most	ADJ
ajis02-1552	216	16	of	of	ADP
ajis02-1552	216	17	the	the	DET
ajis02-1552	216	18	users	user	NOUN
ajis02-1552	216	19	covers	cover	VERB
ajis02-1552	216	20	their	their	PRON
ajis02-1552	216	21	tweets	tweet	NOUN
ajis02-1552	216	22	for	for	ADP
ajis02-1552	216	23	the	the	DET
ajis02-1552	216	24	last	last	ADJ
ajis02-1552	216	25	5	5	NUM
ajis02-1552	216	26	years	year	NOUN
ajis02-1552	216	27	.	.	PUNCT
ajis02-1552	217	1	for	for	ADP
ajis02-1552	217	2	each	each	DET
ajis02-1552	217	3	tweet	tweet	NOUN
ajis02-1552	217	4	,	,	PUNCT
ajis02-1552	217	5	we	we	PRON
ajis02-1552	217	6	also	also	ADV
ajis02-1552	217	7	,	,	PUNCT
ajis02-1552	217	8	collected	collect	VERB
ajis02-1552	217	9	the	the	DET
ajis02-1552	217	10	related	relate	VERB
ajis02-1552	217	11	meta	meta	NOUN
ajis02-1552	217	12	-	-	PUNCT
ajis02-1552	217	13	data	datum	NOUN
ajis02-1552	217	14	such	such	ADJ
ajis02-1552	217	15	as	as	ADP
ajis02-1552	217	16	the	the	DET
ajis02-1552	217	17	list	list	NOUN
ajis02-1552	217	18	of	of	ADP
ajis02-1552	217	19	users	user	NOUN
ajis02-1552	217	20	who	who	PRON
ajis02-1552	217	21	have	have	AUX
ajis02-1552	217	22	replied	reply	VERB
ajis02-1552	217	23	to	to	ADP
ajis02-1552	217	24	each	each	DET
ajis02-1552	217	25	tweet	tweet	NOUN
ajis02-1552	217	26	(	(	PUNCT
ajis02-1552	217	27	mention	mention	NOUN
ajis02-1552	217	28	list	list	NOUN
ajis02-1552	217	29	)	)	PUNCT
ajis02-1552	217	30	and	and	CCONJ
ajis02-1552	217	31	the	the	DET
ajis02-1552	217	32	list	list	NOUN
ajis02-1552	217	33	of	of	ADP
ajis02-1552	217	34	users	user	NOUN
ajis02-1552	217	35	who	who	PRON
ajis02-1552	217	36	have	have	AUX
ajis02-1552	217	37	retweeted	retweete	VERB
ajis02-1552	217	38	each	each	DET
ajis02-1552	217	39	tweet	tweet	NOUN
ajis02-1552	217	40	(	(	PUNCT
ajis02-1552	217	41	retweet	retweet	NOUN
ajis02-1552	217	42	list	list	NOUN
ajis02-1552	217	43	)	)	PUNCT
ajis02-1552	217	44	.	.	PUNCT
ajis02-1552	218	1	the	the	DET
ajis02-1552	218	2	final	final	ADJ
ajis02-1552	218	3	dataset	dataset	NOUN
ajis02-1552	218	4	contains	contain	VERB
ajis02-1552	218	5	101,363	101,363	NUM
ajis02-1552	218	6	tweets	tweet	NOUN
ajis02-1552	218	7	with	with	ADP
ajis02-1552	218	8	their	their	PRON
ajis02-1552	218	9	related	relate	VERB
ajis02-1552	218	10	metadata	metadata	NOUN
ajis02-1552	218	11	,	,	PUNCT
ajis02-1552	218	12	mention	mention	VERB
ajis02-1552	218	13	lists	list	NOUN
ajis02-1552	218	14	,	,	PUNCT
ajis02-1552	218	15	and	and	CCONJ
ajis02-1552	218	16	retweet	retweet	NOUN
ajis02-1552	218	17	lists	list	NOUN
ajis02-1552	218	18	.	.	PUNCT
ajis02-1552	219	1	the	the	DET
ajis02-1552	219	2	network	network	NOUN
ajis02-1552	219	3	that	that	PRON
ajis02-1552	219	4	is	be	AUX
ajis02-1552	219	5	built	build	VERB
ajis02-1552	219	6	on	on	ADP
ajis02-1552	219	7	retweet	retweet	NOUN
ajis02-1552	219	8	list	list	NOUN
ajis02-1552	219	9	contains	contain	VERB
ajis02-1552	219	10	301,870	301,870	NUM
ajis02-1552	219	11	nodes	node	NOUN
ajis02-1552	219	12	.	.	PUNCT
ajis02-1552	220	1	5.2	5.2	NUM
ajis02-1552	220	2	evaluation	evaluation	NOUN
ajis02-1552	220	3	our	our	PRON
ajis02-1552	220	4	experiments	experiment	NOUN
ajis02-1552	220	5	contain	contain	VERB
ajis02-1552	220	6	a	a	DET
ajis02-1552	220	7	main	main	ADJ
ajis02-1552	220	8	task	task	NOUN
ajis02-1552	220	9	of	of	ADP
ajis02-1552	220	10	user	user	NOUN
ajis02-1552	220	11	influence	influence	NOUN
ajis02-1552	220	12	measurement	measurement	NOUN
ajis02-1552	220	13	on	on	ADP
ajis02-1552	220	14	the	the	DET
ajis02-1552	220	15	identified	identify	VERB
ajis02-1552	220	16	topics	topic	NOUN
ajis02-1552	220	17	from	from	ADP
ajis02-1552	220	18	the	the	DET
ajis02-1552	220	19	tweet	tweet	NOUN
ajis02-1552	220	20	corpus	corpus	NOUN
ajis02-1552	220	21	.	.	PUNCT
ajis02-1552	221	1	we	we	PRON
ajis02-1552	221	2	evaluate	evaluate	VERB
ajis02-1552	221	3	the	the	DET
ajis02-1552	221	4	measured	measured	ADJ
ajis02-1552	221	5	user	user	NOUN
ajis02-1552	221	6	influence	influence	NOUN
ajis02-1552	221	7	through	through	ADP
ajis02-1552	221	8	expert	expert	ADJ
ajis02-1552	221	9	opinion	opinion	NOUN
ajis02-1552	221	10	and	and	CCONJ
ajis02-1552	221	11	user	user	NOUN
ajis02-1552	221	12	citations	citation	NOUN
ajis02-1552	221	13	on	on	ADP
ajis02-1552	221	14	the	the	DET
ajis02-1552	221	15	topics	topic	NOUN
ajis02-1552	221	16	that	that	PRON
ajis02-1552	221	17	the	the	DET
ajis02-1552	221	18	user	user	NOUN
ajis02-1552	221	19	has	have	AUX
ajis02-1552	221	20	published	publish	VERB
ajis02-1552	221	21	in	in	ADP
ajis02-1552	221	22	scientific	scientific	ADJ
ajis02-1552	221	23	conferences	conference	NOUN
ajis02-1552	221	24	and	and	CCONJ
ajis02-1552	221	25	journals	journal	NOUN
ajis02-1552	221	26	.	.	PUNCT
ajis02-1552	222	1	we	we	PRON
ajis02-1552	222	2	collected	collect	VERB
ajis02-1552	222	3	publications	publication	NOUN
ajis02-1552	222	4	through	through	ADP
ajis02-1552	222	5	google	google	PROPN
ajis02-1552	222	6	scholar	scholar	NOUN
ajis02-1552	222	7	for	for	ADP
ajis02-1552	222	8	validation	validation	NOUN
ajis02-1552	222	9	.	.	PUNCT
ajis02-1552	223	1	the	the	DET
ajis02-1552	223	2	community	community	NOUN
ajis02-1552	223	3	of	of	ADP
ajis02-1552	223	4	study	study	NOUN
ajis02-1552	223	5	is	be	AUX
ajis02-1552	223	6	intentionally	intentionally	ADV
ajis02-1552	223	7	chosen	choose	VERB
ajis02-1552	223	8	as	as	ADP
ajis02-1552	223	9	researchers	researcher	NOUN
ajis02-1552	223	10	then	then	ADV
ajis02-1552	223	11	we	we	PRON
ajis02-1552	223	12	are	be	AUX
ajis02-1552	223	13	able	able	ADJ
ajis02-1552	223	14	to	to	PART
ajis02-1552	223	15	cross	cross	VERB
ajis02-1552	223	16	-	-	VERB
ajis02-1552	223	17	validate	validate	VERB
ajis02-1552	223	18	our	our	PRON
ajis02-1552	223	19	results	result	NOUN
ajis02-1552	223	20	through	through	ADP
ajis02-1552	223	21	the	the	DET
ajis02-1552	223	22	users	user	NOUN
ajis02-1552	223	23	influence	influence	NOUN
ajis02-1552	223	24	in	in	ADP
ajis02-1552	223	25	research	research	NOUN
ajis02-1552	223	26	community	community	NOUN
ajis02-1552	223	27	measured	measure	VERB
ajis02-1552	223	28	by	by	ADP
ajis02-1552	223	29	topics	topic	NOUN
ajis02-1552	223	30	of	of	ADP
ajis02-1552	223	31	their	their	PRON
ajis02-1552	223	32	publications	publication	NOUN
ajis02-1552	223	33	and	and	CCONJ
ajis02-1552	223	34	citations	citation	NOUN
ajis02-1552	223	35	.	.	PUNCT
ajis02-1552	224	1	5.2.1	5.2.1	NUM
ajis02-1552	224	2	topic	topic	NOUN
ajis02-1552	224	3	-	-	PUNCT
ajis02-1552	224	4	based	base	VERB
ajis02-1552	224	5	influence	influence	NOUN
ajis02-1552	224	6	measurement	measurement	NOUN
ajis02-1552	224	7	next	next	ADV
ajis02-1552	224	8	,	,	PUNCT
ajis02-1552	224	9	we	we	PRON
ajis02-1552	224	10	proceed	proceed	VERB
ajis02-1552	224	11	with	with	ADP
ajis02-1552	224	12	identifying	identify	VERB
ajis02-1552	224	13	topics	topic	NOUN
ajis02-1552	224	14	from	from	ADP
ajis02-1552	224	15	the	the	DET
ajis02-1552	224	16	collection	collection	NOUN
ajis02-1552	224	17	of	of	ADP
ajis02-1552	224	18	all	all	DET
ajis02-1552	224	19	tweets	tweet	NOUN
ajis02-1552	224	20	and	and	CCONJ
ajis02-1552	224	21	then	then	ADV
ajis02-1552	224	22	measuring	measure	VERB
ajis02-1552	224	23	influence	influence	NOUN
ajis02-1552	224	24	.	.	PUNCT
ajis02-1552	225	1	the	the	DET
ajis02-1552	225	2	number	number	NOUN
ajis02-1552	225	3	of	of	ADP
ajis02-1552	225	4	topics	topic	NOUN
ajis02-1552	225	5	generated	generate	VERB
ajis02-1552	225	6	by	by	ADP
ajis02-1552	225	7	lda	lda	PROPN
ajis02-1552	225	8	can	can	AUX
ajis02-1552	225	9	affect	affect	VERB
ajis02-1552	225	10	the	the	DET
ajis02-1552	225	11	quality	quality	NOUN
ajis02-1552	225	12	of	of	ADP
ajis02-1552	225	13	features	feature	NOUN
ajis02-1552	225	14	that	that	PRON
ajis02-1552	225	15	will	will	AUX
ajis02-1552	225	16	be	be	AUX
ajis02-1552	225	17	used	use	VERB
ajis02-1552	225	18	in	in	ADP
ajis02-1552	225	19	tsim	tsim	PROPN
ajis02-1552	225	20	.	.	PUNCT
ajis02-1552	226	1	we	we	PRON
ajis02-1552	226	2	determined	determine	VERB
ajis02-1552	226	3	a	a	DET
ajis02-1552	226	4	number	number	NOUN
ajis02-1552	226	5	of	of	ADP
ajis02-1552	226	6	topics	topic	NOUN
ajis02-1552	226	7	through	through	ADP
ajis02-1552	226	8	cross	cross	NOUN
ajis02-1552	226	9	validation	validation	NOUN
ajis02-1552	226	10	that	that	SCONJ
ajis02-1552	226	11	we	we	PRON
ajis02-1552	226	12	could	could	AUX
ajis02-1552	226	13	receive	receive	VERB
ajis02-1552	226	14	higher	high	ADJ
ajis02-1552	226	15	recall	recall	NOUN
ajis02-1552	226	16	in	in	ADP
ajis02-1552	226	17	user	user	NOUN
ajis02-1552	226	18	influence	influence	NOUN
ajis02-1552	226	19	prediction	prediction	NOUN
ajis02-1552	226	20	.	.	PUNCT
ajis02-1552	227	1	in	in	ADP
ajis02-1552	227	2	our	our	PRON
ajis02-1552	227	3	proposed	propose	VERB
ajis02-1552	227	4	approach	approach	NOUN
ajis02-1552	227	5	,	,	PUNCT
ajis02-1552	227	6	we	we	PRON
ajis02-1552	227	7	perform	perform	VERB
ajis02-1552	227	8	probabilistic	probabilistic	ADJ
ajis02-1552	227	9	topic	topic	NOUN
ajis02-1552	227	10	modelling	modelling	NOUN
ajis02-1552	227	11	for	for	ADP
ajis02-1552	227	12	identifying	identify	VERB
ajis02-1552	227	13	the	the	DET
ajis02-1552	227	14	topics	topic	NOUN
ajis02-1552	227	15	in	in	ADP
ajis02-1552	227	16	the	the	DET
ajis02-1552	227	17	tweets	tweet	NOUN
ajis02-1552	227	18	dataset	dataset	VERB
ajis02-1552	227	19	.	.	PUNCT
ajis02-1552	228	1	figure	figure	VERB
ajis02-1552	228	2	4	4	NUM
ajis02-1552	228	3	:	:	PUNCT
ajis02-1552	228	4	number	number	NOUN
ajis02-1552	228	5	of	of	ADP
ajis02-1552	228	6	users	user	NOUN
ajis02-1552	228	7	belonging	belong	VERB
ajis02-1552	228	8	to	to	ADP
ajis02-1552	228	9	topics	topic	NOUN
ajis02-1552	228	10	australasian	australasian	ADJ
ajis02-1552	228	11	journal	journal	NOUN
ajis02-1552	228	12	of	of	ADP
ajis02-1552	228	13	information	information	NOUN
ajis02-1552	228	14	systems	systems	PROPN
ajis02-1552	228	15	hamzehei	hamzehei	PROPN
ajis02-1552	228	16	,	,	PUNCT
ajis02-1552	228	17	jiang	jiang	PROPN
ajis02-1552	228	18	,	,	PUNCT
ajis02-1552	228	19	koutra	koutra	PROPN
ajis02-1552	228	20	,	,	PUNCT
ajis02-1552	228	21	wong	wong	PROPN
ajis02-1552	228	22	&	&	CCONJ
ajis02-1552	228	23	chen	chen	PROPN
ajis02-1552	228	24	2017	2017	NUM
ajis02-1552	228	25	,	,	PUNCT
ajis02-1552	228	26	vol	vol	NOUN
ajis02-1552	228	27	21	21	NUM
ajis02-1552	228	28	,	,	PUNCT
ajis02-1552	228	29	selected	select	VERB
ajis02-1552	228	30	papers	paper	NOUN
ajis02-1552	228	31	from	from	ADP
ajis02-1552	228	32	ausdm	ausdm	NOUN
ajis02-1552	228	33	topic	topic	NOUN
ajis02-1552	228	34	-	-	PUNCT
ajis02-1552	228	35	based	base	VERB
ajis02-1552	228	36	social	social	ADJ
ajis02-1552	228	37	influence	influence	NOUN
ajis02-1552	228	38	measurement	measurement	NOUN
ajis02-1552	228	39	10	10	NUM
ajis02-1552	228	40	figure	figure	NOUN
ajis02-1552	228	41	5	5	NUM
ajis02-1552	228	42	:	:	PUNCT
ajis02-1552	228	43	user	user	NOUN
ajis02-1552	228	44	's	's	PART
ajis02-1552	228	45	influence	influence	NOUN
ajis02-1552	228	46	measure	measure	NOUN
ajis02-1552	228	47	for	for	ADP
ajis02-1552	228	48	three	three	NUM
ajis02-1552	228	49	sample	sample	NOUN
ajis02-1552	228	50	topics	topic	NOUN
ajis02-1552	228	51	the	the	DET
ajis02-1552	228	52	user	user	NOUN
ajis02-1552	228	53	tweets	tweet	NOUN
ajis02-1552	228	54	gathered	gather	VERB
ajis02-1552	228	55	from	from	ADP
ajis02-1552	228	56	their	their	PRON
ajis02-1552	228	57	timelines	timeline	NOUN
ajis02-1552	228	58	,	,	PUNCT
ajis02-1552	228	59	belong	belong	VERB
ajis02-1552	228	60	to	to	ADP
ajis02-1552	228	61	the	the	DET
ajis02-1552	228	62	identified	identify	VERB
ajis02-1552	228	63	topics	topic	NOUN
ajis02-1552	228	64	with	with	ADP
ajis02-1552	228	65	a	a	DET
ajis02-1552	228	66	probability	probability	NOUN
ajis02-1552	228	67	.	.	PUNCT
ajis02-1552	229	1	we	we	PRON
ajis02-1552	229	2	set	set	VERB
ajis02-1552	229	3	the	the	DET
ajis02-1552	229	4	probability	probability	NOUN
ajis02-1552	229	5	threshold	threshold	NOUN
ajis02-1552	229	6	to	to	ADP
ajis02-1552	229	7	0.1	0.1	NUM
ajis02-1552	229	8	to	to	PART
ajis02-1552	229	9	consider	consider	VERB
ajis02-1552	229	10	whether	whether	SCONJ
ajis02-1552	229	11	a	a	DET
ajis02-1552	229	12	tweet	tweet	NOUN
ajis02-1552	229	13	belongs	belong	VERB
ajis02-1552	229	14	to	to	ADP
ajis02-1552	229	15	a	a	DET
ajis02-1552	229	16	topic	topic	NOUN
ajis02-1552	229	17	.	.	PUNCT
ajis02-1552	230	1	each	each	DET
ajis02-1552	230	2	tweet	tweet	NOUN
ajis02-1552	230	3	is	be	AUX
ajis02-1552	230	4	mapped	map	VERB
ajis02-1552	230	5	to	to	ADP
ajis02-1552	230	6	at	at	ADV
ajis02-1552	230	7	least	least	ADV
ajis02-1552	230	8	one	one	NUM
ajis02-1552	230	9	topic	topic	NOUN
ajis02-1552	230	10	.	.	PUNCT
ajis02-1552	231	1	now	now	ADV
ajis02-1552	231	2	that	that	SCONJ
ajis02-1552	231	3	for	for	ADP
ajis02-1552	231	4	each	each	DET
ajis02-1552	231	5	topic	topic	NOUN
ajis02-1552	231	6	we	we	PRON
ajis02-1552	231	7	have	have	VERB
ajis02-1552	231	8	a	a	DET
ajis02-1552	231	9	collection	collection	NOUN
ajis02-1552	231	10	of	of	ADP
ajis02-1552	231	11	related	related	ADJ
ajis02-1552	231	12	tweets	tweet	NOUN
ajis02-1552	231	13	with	with	ADP
ajis02-1552	231	14	their	their	PRON
ajis02-1552	231	15	mention	mention	NOUN
ajis02-1552	231	16	and	and	CCONJ
ajis02-1552	231	17	retweet	retweet	NOUN
ajis02-1552	231	18	lists	list	NOUN
ajis02-1552	231	19	,	,	PUNCT
ajis02-1552	231	20	we	we	PRON
ajis02-1552	231	21	can	can	AUX
ajis02-1552	231	22	measure	measure	VERB
ajis02-1552	231	23	user	user	NOUN
ajis02-1552	231	24	influence	influence	NOUN
ajis02-1552	231	25	for	for	ADP
ajis02-1552	231	26	them	they	PRON
ajis02-1552	231	27	.	.	PUNCT
ajis02-1552	232	1	in	in	ADP
ajis02-1552	232	2	section	section	NOUN
ajis02-1552	232	3	4.1	4.1	NUM
ajis02-1552	232	4	,	,	PUNCT
ajis02-1552	232	5	we	we	PRON
ajis02-1552	232	6	defined	define	VERB
ajis02-1552	232	7	influence	influence	NOUN
ajis02-1552	232	8	based	base	VERB
ajis02-1552	232	9	on	on	ADP
ajis02-1552	232	10	4	4	NUM
ajis02-1552	232	11	measures	measure	NOUN
ajis02-1552	232	12	;	;	PUNCT
ajis02-1552	232	13	follower	follower	NOUN
ajis02-1552	232	14	strength	strength	NOUN
ajis02-1552	232	15	,	,	PUNCT
ajis02-1552	232	16	activity	activity	NOUN
ajis02-1552	232	17	,	,	PUNCT
ajis02-1552	232	18	engagement	engagement	NOUN
ajis02-1552	232	19	,	,	PUNCT
ajis02-1552	232	20	and	and	CCONJ
ajis02-1552	232	21	network	network	NOUN
ajis02-1552	232	22	centrality	centrality	NOUN
ajis02-1552	232	23	.	.	PUNCT
ajis02-1552	233	1	follower	follower	NOUN
ajis02-1552	233	2	strength	strength	NOUN
ajis02-1552	233	3	will	will	AUX
ajis02-1552	233	4	be	be	AUX
ajis02-1552	233	5	taken	take	VERB
ajis02-1552	233	6	from	from	ADP
ajis02-1552	233	7	the	the	DET
ajis02-1552	233	8	number	number	NOUN
ajis02-1552	233	9	of	of	ADP
ajis02-1552	233	10	users	user	NOUN
ajis02-1552	233	11	follow	follow	VERB
ajis02-1552	233	12	the	the	DET
ajis02-1552	233	13	user	user	NOUN
ajis02-1552	233	14	ui	ui	PROPN
ajis02-1552	233	15	on	on	ADP
ajis02-1552	233	16	twitter	twitter	NOUN
ajis02-1552	233	17	.	.	PUNCT
ajis02-1552	234	1	activity	activity	NOUN
ajis02-1552	234	2	represents	represent	VERB
ajis02-1552	234	3	the	the	DET
ajis02-1552	234	4	number	number	NOUN
ajis02-1552	234	5	of	of	ADP
ajis02-1552	234	6	tweets	tweet	NOUN
ajis02-1552	234	7	user	user	PROPN
ajis02-1552	234	8	ui	ui	PROPN
ajis02-1552	234	9	has	have	AUX
ajis02-1552	234	10	in	in	ADP
ajis02-1552	234	11	topic	topic	NOUN
ajis02-1552	234	12	tj	tj	NOUN
ajis02-1552	234	13	.	.	PROPN
ajis02-1552	234	14	engagement	engagement	NOUN
ajis02-1552	234	15	is	be	AUX
ajis02-1552	234	16	the	the	DET
ajis02-1552	234	17	sum	sum	NOUN
ajis02-1552	234	18	of	of	ADP
ajis02-1552	234	19	number	number	NOUN
ajis02-1552	234	20	of	of	ADP
ajis02-1552	234	21	mentions	mention	NOUN
ajis02-1552	234	22	and	and	CCONJ
ajis02-1552	234	23	retweets	retweet	NOUN
ajis02-1552	234	24	for	for	ADP
ajis02-1552	234	25	all	all	PRON
ajis02-1552	234	26	of	of	ADP
ajis02-1552	234	27	user	user	NOUN
ajis02-1552	234	28	ui	ui	PROPN
ajis02-1552	234	29	’s	’s	PART
ajis02-1552	234	30	tweets	tweet	NOUN
ajis02-1552	234	31	in	in	ADP
ajis02-1552	234	32	topic	topic	NOUN
ajis02-1552	234	33	tj	tj	NOUN
ajis02-1552	234	34	.	.	PROPN
ajis02-1552	234	35	for	for	ADP
ajis02-1552	234	36	measuring	measure	VERB
ajis02-1552	234	37	network	network	NOUN
ajis02-1552	234	38	centrality	centrality	NOUN
ajis02-1552	234	39	,	,	PUNCT
ajis02-1552	234	40	we	we	PRON
ajis02-1552	234	41	build	build	VERB
ajis02-1552	234	42	the	the	DET
ajis02-1552	234	43	retweet	retweet	NOUN
ajis02-1552	234	44	graph	graph	NOUN
ajis02-1552	234	45	for	for	ADP
ajis02-1552	234	46	each	each	DET
ajis02-1552	234	47	topic	topic	NOUN
ajis02-1552	234	48	separately	separately	ADV
ajis02-1552	234	49	from	from	ADP
ajis02-1552	234	50	the	the	DET
ajis02-1552	234	51	corresponding	correspond	VERB
ajis02-1552	234	52	retweet	retweet	NOUN
ajis02-1552	234	53	list	list	NOUN
ajis02-1552	234	54	and	and	CCONJ
ajis02-1552	234	55	measure	measure	NOUN
ajis02-1552	234	56	centrality	centrality	NOUN
ajis02-1552	234	57	of	of	ADP
ajis02-1552	234	58	that	that	DET
ajis02-1552	234	59	user	user	NOUN
ajis02-1552	234	60	node	node	VERB
ajis02-1552	234	61	through	through	ADP
ajis02-1552	234	62	pagerank	pagerank	NOUN
ajis02-1552	234	63	algorithm	algorithm	NOUN
ajis02-1552	234	64	.	.	PUNCT
ajis02-1552	235	1	table	table	NOUN
ajis02-1552	235	2	2	2	NUM
ajis02-1552	235	3	shows	show	VERB
ajis02-1552	235	4	a	a	DET
ajis02-1552	235	5	small	small	ADJ
ajis02-1552	235	6	sample	sample	NOUN
ajis02-1552	235	7	of	of	ADP
ajis02-1552	235	8	the	the	DET
ajis02-1552	235	9	4	4	NUM
ajis02-1552	235	10	calculated	calculated	ADJ
ajis02-1552	235	11	measures	measure	NOUN
ajis02-1552	235	12	of	of	ADP
ajis02-1552	235	13	topic	topic	NOUN
ajis02-1552	235	14	-	-	PUNCT
ajis02-1552	235	15	user	user	NOUN
ajis02-1552	235	16	influence	influence	NOUN
ajis02-1552	235	17	.	.	PUNCT
ajis02-1552	236	1	the	the	DET
ajis02-1552	236	2	zero	zero	NUM
ajis02-1552	236	3	scores	score	NOUN
ajis02-1552	236	4	mean	mean	VERB
ajis02-1552	236	5	that	that	SCONJ
ajis02-1552	236	6	user	user	NOUN
ajis02-1552	236	7	ui	ui	PROPN
ajis02-1552	236	8	did	do	AUX
ajis02-1552	236	9	not	not	PART
ajis02-1552	236	10	have	have	VERB
ajis02-1552	236	11	any	any	DET
ajis02-1552	236	12	tweet	tweet	NOUN
ajis02-1552	236	13	for	for	ADP
ajis02-1552	236	14	that	that	DET
ajis02-1552	236	15	corresponding	correspond	VERB
ajis02-1552	236	16	topic	topic	NOUN
ajis02-1552	236	17	.	.	PUNCT
ajis02-1552	237	1	the	the	DET
ajis02-1552	237	2	non	non	ADJ
ajis02-1552	237	3	-	-	ADJ
ajis02-1552	237	4	zero	zero	ADJ
ajis02-1552	237	5	scores	score	NOUN
ajis02-1552	237	6	are	be	AUX
ajis02-1552	237	7	normalized	normalize	VERB
ajis02-1552	237	8	to	to	PART
ajis02-1552	237	9	lie	lie	VERB
ajis02-1552	237	10	in	in	ADP
ajis02-1552	237	11	the	the	DET
ajis02-1552	237	12	range	range	NOUN
ajis02-1552	237	13	of	of	ADP
ajis02-1552	237	14	[	[	X
ajis02-1552	237	15	0,1	0,1	NUM
ajis02-1552	237	16	]	]	PUNCT
ajis02-1552	237	17	and	and	CCONJ
ajis02-1552	237	18	higher	high	ADJ
ajis02-1552	237	19	score	score	NOUN
ajis02-1552	237	20	means	mean	VERB
ajis02-1552	237	21	higher	high	ADJ
ajis02-1552	237	22	influence	influence	NOUN
ajis02-1552	237	23	for	for	ADP
ajis02-1552	237	24	that	that	DET
ajis02-1552	237	25	topic	topic	NOUN
ajis02-1552	237	26	.	.	PUNCT
ajis02-1552	238	1	the	the	DET
ajis02-1552	238	2	measured	measure	VERB
ajis02-1552	238	3	influence	influence	NOUN
ajis02-1552	238	4	scores	score	NOUN
ajis02-1552	238	5	are	be	AUX
ajis02-1552	238	6	aggregated	aggregate	VERB
ajis02-1552	238	7	and	and	CCONJ
ajis02-1552	238	8	a	a	DET
ajis02-1552	238	9	sample	sample	NOUN
ajis02-1552	238	10	of	of	ADP
ajis02-1552	238	11	aggregated	aggregate	VERB
ajis02-1552	238	12	scores	score	NOUN
ajis02-1552	238	13	is	be	AUX
ajis02-1552	238	14	shown	show	VERB
ajis02-1552	238	15	in	in	ADP
ajis02-1552	238	16	table	table	NOUN
ajis02-1552	239	1	3	3	NUM
ajis02-1552	239	2	.	.	PUNCT
ajis02-1552	239	3	average	average	ADJ
ajis02-1552	239	4	percentage	percentage	NOUN
ajis02-1552	239	5	of	of	ADP
ajis02-1552	239	6	users	user	NOUN
ajis02-1552	239	7	active	active	ADJ
ajis02-1552	239	8	in	in	ADP
ajis02-1552	239	9	topics	topic	NOUN
ajis02-1552	239	10	13.8	13.8	NUM
ajis02-1552	239	11	%	%	NOUN
ajis02-1552	239	12	average	average	NOUN
ajis02-1552	239	13	of	of	ADP
ajis02-1552	239	14	influence	influence	NOUN
ajis02-1552	239	15	measures	measure	NOUN
ajis02-1552	239	16	of	of	ADP
ajis02-1552	239	17	active	active	ADJ
ajis02-1552	239	18	users	user	NOUN
ajis02-1552	239	19	in	in	ADP
ajis02-1552	239	20	topics	topic	NOUN
ajis02-1552	239	21	0.125	0.125	NUM
ajis02-1552	239	22	average	average	NOUN
ajis02-1552	239	23	of	of	ADP
ajis02-1552	239	24	influence	influence	NOUN
ajis02-1552	239	25	measures	measure	NOUN
ajis02-1552	239	26	of	of	ADP
ajis02-1552	239	27	all	all	DET
ajis02-1552	239	28	users	user	NOUN
ajis02-1552	239	29	in	in	ADP
ajis02-1552	239	30	each	each	DET
ajis02-1552	239	31	topic	topic	NOUN
ajis02-1552	239	32	0.015	0.015	NUM
ajis02-1552	239	33	percentage	percentage	NOUN
ajis02-1552	239	34	of	of	ADP
ajis02-1552	239	35	users	user	NOUN
ajis02-1552	239	36	have	have	VERB
ajis02-1552	239	37	influence	influence	NOUN
ajis02-1552	239	38	of	of	ADP
ajis02-1552	239	39	greater	great	ADJ
ajis02-1552	239	40	than	than	ADP
ajis02-1552	239	41	0.1	0.1	NUM
ajis02-1552	239	42	in	in	ADP
ajis02-1552	239	43	topics	topic	NOUN
ajis02-1552	239	44	6	6	NUM
ajis02-1552	239	45	%	%	NOUN
ajis02-1552	239	46	percentage	percentage	NOUN
ajis02-1552	239	47	of	of	ADP
ajis02-1552	239	48	users	user	NOUN
ajis02-1552	239	49	have	have	VERB
ajis02-1552	239	50	influence	influence	NOUN
ajis02-1552	239	51	of	of	ADP
ajis02-1552	239	52	greater	great	ADJ
ajis02-1552	239	53	than	than	ADP
ajis02-1552	239	54	0.2	0.2	NUM
ajis02-1552	239	55	in	in	ADP
ajis02-1552	239	56	topics	topic	NOUN
ajis02-1552	239	57	1.4	1.4	NUM
ajis02-1552	239	58	%	%	NOUN
ajis02-1552	239	59	table	table	NOUN
ajis02-1552	240	1	4	4	NUM
ajis02-1552	240	2	:	:	PUNCT
ajis02-1552	240	3	statistical	statistical	ADJ
ajis02-1552	240	4	information	information	NOUN
ajis02-1552	240	5	on	on	ADP
ajis02-1552	240	6	users	user	NOUN
ajis02-1552	240	7	,	,	PUNCT
ajis02-1552	240	8	topics	topic	NOUN
ajis02-1552	240	9	,	,	PUNCT
ajis02-1552	240	10	and	and	CCONJ
ajis02-1552	240	11	influence	influence	NOUN
ajis02-1552	240	12	measures	measure	NOUN
ajis02-1552	240	13	users	user	NOUN
ajis02-1552	240	14	are	be	AUX
ajis02-1552	240	15	not	not	PART
ajis02-1552	240	16	active	active	ADJ
ajis02-1552	240	17	on	on	ADP
ajis02-1552	240	18	all	all	DET
ajis02-1552	240	19	topics	topic	NOUN
ajis02-1552	240	20	.	.	PUNCT
ajis02-1552	241	1	some	some	DET
ajis02-1552	241	2	topics	topic	NOUN
ajis02-1552	241	3	can	can	AUX
ajis02-1552	241	4	be	be	AUX
ajis02-1552	241	5	more	more	ADV
ajis02-1552	241	6	popular	popular	ADJ
ajis02-1552	241	7	with	with	ADP
ajis02-1552	241	8	more	more	ADV
ajis02-1552	241	9	active	active	ADJ
ajis02-1552	241	10	users	user	NOUN
ajis02-1552	241	11	and	and	CCONJ
ajis02-1552	241	12	some	some	DET
ajis02-1552	241	13	topics	topic	NOUN
ajis02-1552	241	14	can	can	AUX
ajis02-1552	241	15	be	be	AUX
ajis02-1552	241	16	less	less	ADV
ajis02-1552	241	17	popular	popular	ADJ
ajis02-1552	241	18	with	with	ADP
ajis02-1552	241	19	less	less	ADJ
ajis02-1552	241	20	number	number	NOUN
ajis02-1552	241	21	of	of	ADP
ajis02-1552	241	22	active	active	ADJ
ajis02-1552	241	23	users	user	NOUN
ajis02-1552	241	24	in	in	ADP
ajis02-1552	241	25	social	social	ADJ
ajis02-1552	241	26	networks	network	NOUN
ajis02-1552	241	27	.	.	PUNCT
ajis02-1552	242	1	we	we	PRON
ajis02-1552	242	2	observed	observe	VERB
ajis02-1552	242	3	that	that	SCONJ
ajis02-1552	242	4	the	the	DET
ajis02-1552	242	5	top	top	ADJ
ajis02-1552	242	6	5	5	NUM
ajis02-1552	242	7	%	%	NOUN
ajis02-1552	242	8	of	of	ADP
ajis02-1552	242	9	most	most	ADV
ajis02-1552	242	10	popular	popular	ADJ
ajis02-1552	242	11	topic	topic	NOUN
ajis02-1552	242	12	have	have	VERB
ajis02-1552	242	13	23	23	NUM
ajis02-1552	242	14	%	%	NOUN
ajis02-1552	242	15	of	of	ADP
ajis02-1552	242	16	active	active	ADJ
ajis02-1552	242	17	users	user	NOUN
ajis02-1552	242	18	in	in	ADP
ajis02-1552	242	19	average	average	ADJ
ajis02-1552	242	20	.	.	PUNCT
ajis02-1552	243	1	the	the	DET
ajis02-1552	243	2	percentage	percentage	NOUN
ajis02-1552	243	3	of	of	ADP
ajis02-1552	243	4	active	active	ADJ
ajis02-1552	243	5	users	user	NOUN
ajis02-1552	243	6	for	for	ADP
ajis02-1552	243	7	least	least	ADV
ajis02-1552	243	8	5	5	NUM
ajis02-1552	243	9	%	%	NOUN
ajis02-1552	243	10	popular	popular	ADJ
ajis02-1552	243	11	topics	topic	NOUN
ajis02-1552	243	12	was	be	AUX
ajis02-1552	243	13	just	just	ADV
ajis02-1552	243	14	4	4	NUM
ajis02-1552	243	15	%	%	NOUN
ajis02-1552	243	16	.	.	PUNCT
ajis02-1552	244	1	figure	figure	NOUN
ajis02-1552	244	2	4	4	NUM
ajis02-1552	244	3	shows	show	VERB
ajis02-1552	244	4	the	the	DET
ajis02-1552	244	5	distribution	distribution	NOUN
ajis02-1552	244	6	of	of	ADP
ajis02-1552	244	7	users	user	NOUN
ajis02-1552	244	8	in	in	ADP
ajis02-1552	244	9	the	the	DET
ajis02-1552	244	10	topics	topic	NOUN
ajis02-1552	244	11	sorted	sort	VERB
ajis02-1552	244	12	based	base	VERB
ajis02-1552	244	13	on	on	ADP
ajis02-1552	244	14	the	the	DET
ajis02-1552	244	15	number	number	NOUN
ajis02-1552	244	16	of	of	ADP
ajis02-1552	244	17	active	active	ADJ
ajis02-1552	244	18	users	user	NOUN
ajis02-1552	244	19	in	in	ADP
ajis02-1552	244	20	the	the	DET
ajis02-1552	244	21	topics	topic	NOUN
ajis02-1552	244	22	.	.	PUNCT
ajis02-1552	245	1	a	a	DET
ajis02-1552	245	2	user	user	NOUN
ajis02-1552	245	3	is	be	AUX
ajis02-1552	245	4	active	active	ADJ
ajis02-1552	245	5	in	in	ADP
ajis02-1552	245	6	a	a	DET
ajis02-1552	245	7	topic	topic	NOUN
ajis02-1552	245	8	if	if	SCONJ
ajis02-1552	245	9	has	have	AUX
ajis02-1552	245	10	engaged	engage	VERB
ajis02-1552	245	11	in	in	ADP
ajis02-1552	245	12	a	a	DET
ajis02-1552	245	13	topic	topic	NOUN
ajis02-1552	245	14	by	by	ADP
ajis02-1552	245	15	posting	post	VERB
ajis02-1552	245	16	about	about	ADP
ajis02-1552	245	17	it	it	PRON
ajis02-1552	245	18	.	.	PUNCT
ajis02-1552	246	1	moreover	moreover	ADV
ajis02-1552	246	2	,	,	PUNCT
ajis02-1552	246	3	the	the	DET
ajis02-1552	246	4	influence	influence	NOUN
ajis02-1552	246	5	of	of	ADP
ajis02-1552	246	6	users	user	NOUN
ajis02-1552	246	7	in	in	ADP
ajis02-1552	246	8	each	each	DET
ajis02-1552	246	9	topic	topic	NOUN
ajis02-1552	246	10	is	be	AUX
ajis02-1552	246	11	not	not	PART
ajis02-1552	246	12	equally	equally	ADV
ajis02-1552	246	13	distributed	distribute	VERB
ajis02-1552	246	14	.	.	PUNCT
ajis02-1552	247	1	on	on	ADP
ajis02-1552	247	2	average	average	ADJ
ajis02-1552	247	3	,	,	PUNCT
ajis02-1552	247	4	topics	topic	NOUN
ajis02-1552	247	5	have	have	VERB
ajis02-1552	247	6	13.8	13.8	NUM
ajis02-1552	247	7	%	%	NOUN
ajis02-1552	247	8	of	of	ADP
ajis02-1552	247	9	active	active	ADJ
ajis02-1552	247	10	users	user	NOUN
ajis02-1552	247	11	.	.	PUNCT
ajis02-1552	248	1	it	it	PRON
ajis02-1552	248	2	means	mean	VERB
ajis02-1552	248	3	86.2	86.2	NUM
ajis02-1552	248	4	%	%	NOUN
ajis02-1552	248	5	of	of	ADP
ajis02-1552	248	6	users	user	NOUN
ajis02-1552	248	7	have	have	VERB
ajis02-1552	248	8	zero	zero	NUM
ajis02-1552	248	9	influence	influence	NOUN
ajis02-1552	248	10	on	on	ADP
ajis02-1552	248	11	topics	topic	NOUN
ajis02-1552	248	12	.	.	PUNCT
ajis02-1552	249	1	in	in	ADP
ajis02-1552	249	2	average	average	ADJ
ajis02-1552	249	3	6	6	NUM
ajis02-1552	249	4	%	%	NOUN
ajis02-1552	249	5	of	of	ADP
ajis02-1552	249	6	users	user	NOUN
ajis02-1552	249	7	have	have	VERB
ajis02-1552	249	8	influence	influence	NOUN
ajis02-1552	249	9	of	of	ADP
ajis02-1552	249	10	greater	great	ADJ
ajis02-1552	249	11	than	than	ADP
ajis02-1552	249	12	0.1	0.1	NUM
ajis02-1552	249	13	and	and	CCONJ
ajis02-1552	249	14	just	just	ADV
ajis02-1552	249	15	1.4	1.4	NUM
ajis02-1552	249	16	%	%	NOUN
ajis02-1552	249	17	of	of	ADP
ajis02-1552	249	18	users	user	NOUN
ajis02-1552	249	19	have	have	VERB
ajis02-1552	249	20	influence	influence	NOUN
ajis02-1552	249	21	of	of	ADP
ajis02-1552	249	22	greater	great	ADJ
ajis02-1552	249	23	than	than	ADP
ajis02-1552	249	24	0.2	0.2	NUM
ajis02-1552	249	25	.	.	PUNCT
ajis02-1552	250	1	this	this	PRON
ajis02-1552	250	2	indicates	indicate	VERB
ajis02-1552	250	3	that	that	SCONJ
ajis02-1552	250	4	our	our	PRON
ajis02-1552	250	5	proposed	propose	VERB
ajis02-1552	250	6	influence	influence	NOUN
ajis02-1552	250	7	measure	measure	NOUN
ajis02-1552	250	8	is	be	AUX
ajis02-1552	250	9	capable	capable	ADJ
ajis02-1552	250	10	of	of	ADP
ajis02-1552	250	11	distinguishing	distinguish	VERB
ajis02-1552	250	12	very	very	ADV
ajis02-1552	250	13	influential	influential	ADJ
ajis02-1552	250	14	users	user	NOUN
ajis02-1552	250	15	from	from	ADP
ajis02-1552	250	16	other	other	ADJ
ajis02-1552	250	17	for	for	ADP
ajis02-1552	250	18	topics	topic	NOUN
ajis02-1552	250	19	.	.	PUNCT
ajis02-1552	251	1	figure	figure	NOUN
ajis02-1552	251	2	5	5	NUM
ajis02-1552	251	3	shows	show	VERB
ajis02-1552	251	4	influence	influence	NOUN
ajis02-1552	251	5	measure	measure	NOUN
ajis02-1552	251	6	for	for	ADP
ajis02-1552	251	7	three	three	NUM
ajis02-1552	251	8	selected	select	VERB
ajis02-1552	251	9	topics	topic	NOUN
ajis02-1552	251	10	.	.	PUNCT
ajis02-1552	252	1	in	in	ADP
ajis02-1552	252	2	this	this	DET
ajis02-1552	252	3	figure	figure	NOUN
ajis02-1552	252	4	,	,	PUNCT
ajis02-1552	252	5	topic	topic	NOUN
ajis02-1552	252	6	a	a	PRON
ajis02-1552	252	7	is	be	AUX
ajis02-1552	252	8	selected	select	VERB
ajis02-1552	252	9	from	from	ADP
ajis02-1552	252	10	the	the	DET
ajis02-1552	252	11	top	top	ADJ
ajis02-1552	252	12	5	5	NUM
ajis02-1552	252	13	%	%	NOUN
ajis02-1552	252	14	popular	popular	ADJ
ajis02-1552	252	15	topics	topic	NOUN
ajis02-1552	252	16	.	.	PUNCT
ajis02-1552	253	1	topic	topic	NOUN
ajis02-1552	253	2	b	b	PROPN
ajis02-1552	253	3	selected	select	VERB
ajis02-1552	253	4	from	from	ADP
ajis02-1552	253	5	topics	topic	NOUN
ajis02-1552	253	6	with	with	ADP
ajis02-1552	253	7	number	number	NOUN
ajis02-1552	253	8	of	of	ADP
ajis02-1552	253	9	active	active	ADJ
ajis02-1552	253	10	users	user	NOUN
ajis02-1552	253	11	close	close	ADJ
ajis02-1552	253	12	to	to	ADP
ajis02-1552	253	13	the	the	DET
ajis02-1552	253	14	average	average	ADJ
ajis02-1552	253	15	and	and	CCONJ
ajis02-1552	253	16	topic	topic	NOUN
ajis02-1552	253	17	c	c	NOUN
ajis02-1552	253	18	is	be	AUX
ajis02-1552	253	19	from	from	ADP
ajis02-1552	253	20	the	the	DET
ajis02-1552	253	21	least	least	ADJ
ajis02-1552	253	22	5	5	NUM
ajis02-1552	253	23	%	%	NOUN
ajis02-1552	253	24	popular	popular	ADJ
ajis02-1552	253	25	topics	topic	NOUN
ajis02-1552	253	26	.	.	PUNCT
ajis02-1552	254	1	the	the	DET
ajis02-1552	254	2	figure	figure	NOUN
ajis02-1552	254	3	shows	show	VERB
ajis02-1552	254	4	how	how	SCONJ
ajis02-1552	254	5	influence	influence	NOUN
ajis02-1552	254	6	measure	measure	NOUN
ajis02-1552	254	7	exponentially	exponentially	ADV
ajis02-1552	254	8	decreases	decrease	VERB
ajis02-1552	254	9	from	from	ADP
ajis02-1552	254	10	high	high	ADJ
ajis02-1552	254	11	influential	influential	ADJ
ajis02-1552	254	12	users	user	NOUN
ajis02-1552	254	13	to	to	ADP
ajis02-1552	254	14	non	non	ADJ
ajis02-1552	254	15	-	-	ADJ
ajis02-1552	254	16	influential	influential	ADJ
ajis02-1552	254	17	users	user	NOUN
ajis02-1552	254	18	.	.	PUNCT
ajis02-1552	255	1	the	the	DET
ajis02-1552	255	2	statistics	statistic	NOUN
ajis02-1552	255	3	provided	provide	VERB
ajis02-1552	255	4	are	be	AUX
ajis02-1552	255	5	presented	present	VERB
ajis02-1552	255	6	in	in	ADP
ajis02-1552	255	7	table	table	NOUN
ajis02-1552	255	8	4	4	NUM
ajis02-1552	255	9	.	.	PUNCT
ajis02-1552	255	10	australasian	australasian	ADJ
ajis02-1552	255	11	journal	journal	NOUN
ajis02-1552	255	12	of	of	ADP
ajis02-1552	255	13	information	information	NOUN
ajis02-1552	255	14	systems	systems	PROPN
ajis02-1552	255	15	hamzehei	hamzehei	PROPN
ajis02-1552	255	16	,	,	PUNCT
ajis02-1552	255	17	jiang	jiang	PROPN
ajis02-1552	255	18	,	,	PUNCT
ajis02-1552	255	19	koutra	koutra	PROPN
ajis02-1552	255	20	,	,	PUNCT
ajis02-1552	255	21	wong	wong	PROPN
ajis02-1552	255	22	&	&	CCONJ
ajis02-1552	255	23	chen	chen	PROPN
ajis02-1552	255	24	2017	2017	NUM
ajis02-1552	255	25	,	,	PUNCT
ajis02-1552	255	26	vol	vol	NOUN
ajis02-1552	255	27	21	21	NUM
ajis02-1552	255	28	,	,	PUNCT
ajis02-1552	255	29	selected	select	VERB
ajis02-1552	255	30	papers	paper	NOUN
ajis02-1552	255	31	from	from	ADP
ajis02-1552	255	32	ausdm	ausdm	NOUN
ajis02-1552	255	33	topic	topic	NOUN
ajis02-1552	255	34	-	-	PUNCT
ajis02-1552	255	35	based	base	VERB
ajis02-1552	255	36	social	social	ADJ
ajis02-1552	255	37	influence	influence	NOUN
ajis02-1552	255	38	measurement	measurement	NOUN
ajis02-1552	255	39	11	11	NUM
ajis02-1552	255	40	screen	screen	NOUN
ajis02-1552	255	41	name	name	NOUN
ajis02-1552	255	42	f	f	PROPN
ajis02-1552	255	43	screen	screen	NOUN
ajis02-1552	255	44	name	name	NOUN
ajis02-1552	255	45	f	f	PROPN
ajis02-1552	255	46	screen	screen	PROPN
ajis02-1552	255	47	name	name	NOUN
ajis02-1552	255	48	f	f	PROPN
ajis02-1552	255	49	screen	screen	PROPN
ajis02-1552	255	50	name	name	NOUN
ajis02-1552	255	51	f	f	PROPN
ajis02-1552	255	52	kdnuggets	kdnugget	NOUN
ajis02-1552	255	53	0.63	0.63	NUM
ajis02-1552	255	54	randal_olson	randal_olson	NOUN
ajis02-1552	255	55	0.62	0.62	NUM
ajis02-1552	255	56	analyticbridge	analyticbridge	NOUN
ajis02-1552	255	57	0.70	0.70	NUM
ajis02-1552	255	58	analyticbridge	analyticbridge	NOUN
ajis02-1552	255	59	0.57	0.57	NUM
ajis02-1552	255	60	analyticbridge	analyticbridge	NOUN
ajis02-1552	255	61	0.49	0.49	NUM
ajis02-1552	255	62	analyticbridge	analyticbridge	NOUN
ajis02-1552	255	63	0.55	0.55	NUM
ajis02-1552	255	64	randal_olson	randal_olson	NOUN
ajis02-1552	255	65	0.49	0.49	NUM
ajis02-1552	255	66	ml_toparticles	ml_toparticle	VERB
ajis02-1552	255	67	0.55	0.55	NUM
ajis02-1552	255	68	deeplearning4j	deeplearning4j	PROPN
ajis02-1552	255	69	0.33	0.33	NUM
ajis02-1552	255	70	jmgomez	jmgomez	NOUN
ajis02-1552	255	71	0.53	0.53	NUM
ajis02-1552	255	72	datasciencectrl	datasciencectrl	VERB
ajis02-1552	255	73	0.41	0.41	NUM
ajis02-1552	255	74	datasciencectrl	datasciencectrl	NOUN
ajis02-1552	255	75	0.37	0.37	NUM
ajis02-1552	255	76	kirkdborne	kirkdborne	NOUN
ajis02-1552	255	77	0.31	0.31	NUM
ajis02-1552	255	78	ibmbigdata	ibmbigdata	NOUN
ajis02-1552	255	79	0.51	0.51	NUM
ajis02-1552	255	80	bernardmarr	bernardmarr	NOUN
ajis02-1552	255	81	0.35	0.35	NUM
ajis02-1552	255	82	ibmbigdata	ibmbigdata	NOUN
ajis02-1552	255	83	0.24	0.24	NUM
ajis02-1552	255	84	datasciencectrl	datasciencectrl	NOUN
ajis02-1552	255	85	0.31	0.31	NUM
ajis02-1552	255	86	kdnuggets	kdnugget	NOUN
ajis02-1552	255	87	0.49	0.49	NUM
ajis02-1552	255	88	eddelbuettel	eddelbuettel	NOUN
ajis02-1552	255	89	0.34	0.34	NUM
ajis02-1552	255	90	kdnuggets	kdnugget	NOUN
ajis02-1552	255	91	0.21	0.21	NUM
ajis02-1552	255	92	table	table	NOUN
ajis02-1552	255	93	5	5	NUM
ajis02-1552	255	94	:	:	PUNCT
ajis02-1552	255	95	a	a	DET
ajis02-1552	255	96	sample	sample	NOUN
ajis02-1552	255	97	of	of	ADP
ajis02-1552	255	98	topics	topic	NOUN
ajis02-1552	255	99	and	and	CCONJ
ajis02-1552	255	100	their	their	PRON
ajis02-1552	255	101	5	5	NUM
ajis02-1552	255	102	top	top	ADJ
ajis02-1552	255	103	influencers	influencer	NOUN
ajis02-1552	255	104	measured	measure	VERB
ajis02-1552	255	105	by	by	ADP
ajis02-1552	255	106	our	our	PRON
ajis02-1552	255	107	proposed	propose	VERB
ajis02-1552	255	108	topicbased	topicbase	VERB
ajis02-1552	255	109	influence	influence	NOUN
ajis02-1552	255	110	measurement	measurement	NOUN
ajis02-1552	255	111	system	system	NOUN
ajis02-1552	255	112	.	.	PUNCT
ajis02-1552	256	1	screen	screen	NOUN
ajis02-1552	256	2	name	name	NOUN
ajis02-1552	256	3	f	f	PROPN
ajis02-1552	256	4	screen	screen	PROPN
ajis02-1552	256	5	name	name	NOUN
ajis02-1552	256	6	f	f	PROPN
ajis02-1552	256	7	screen	screen	PROPN
ajis02-1552	256	8	name	name	NOUN
ajis02-1552	256	9	f	f	PROPN
ajis02-1552	256	10	screen	screen	NOUN
ajis02-1552	256	11	name	name	NOUN
ajis02-1552	256	12	f	f	PROPN
ajis02-1552	256	13	jmgomez	jmgomez	PROPN
ajis02-1552	256	14	0.51	0.51	NUM
ajis02-1552	256	15	kdnuggets	kdnugget	NOUN
ajis02-1552	256	16	0.93	0.93	NUM
ajis02-1552	256	17	analyticbridge	analyticbridge	VERB
ajis02-1552	256	18	0.58	0.58	NUM
ajis02-1552	256	19	kdnuggets	kdnugget	NOUN
ajis02-1552	256	20	0.62	0.62	NUM
ajis02-1552	256	21	randal_olson	randal_olson	NOUN
ajis02-1552	256	22	0.48	0.48	NUM
ajis02-1552	256	23	kirkdborne	kirkdborne	NOUN
ajis02-1552	256	24	0.43	0.43	NUM
ajis02-1552	256	25	kdnuggets	kdnugget	NOUN
ajis02-1552	256	26	0.56	0.56	NUM
ajis02-1552	256	27	analyticbridge	analyticbridge	VERB
ajis02-1552	256	28	0.54	0.54	NUM
ajis02-1552	256	29	analyticbridge	analyticbridge	NOUN
ajis02-1552	256	30	0.45	0.45	NUM
ajis02-1552	256	31	smolix	smolix	NOUN
ajis02-1552	256	32	0.34	0.34	NUM
ajis02-1552	256	33	mjcavaretta	mjcavaretta	NOUN
ajis02-1552	256	34	0.47	0.47	NUM
ajis02-1552	256	35	randal_olson	randal_olson	NOUN
ajis02-1552	256	36	0.47	0.47	NUM
ajis02-1552	256	37	stanfordnlp	stanfordnlp	VERB
ajis02-1552	256	38	0.43	0.43	NUM
ajis02-1552	256	39	mapr	mapr	NOUN
ajis02-1552	256	40	0.32	0.32	NUM
ajis02-1552	256	41	charliedatamine	charliedatamine	NOUN
ajis02-1552	256	42	0.44	0.44	NUM
ajis02-1552	256	43	datasciencectrl	datasciencectrl	NOUN
ajis02-1552	256	44	0.36	0.36	NUM
ajis02-1552	256	45	bigdata	bigdata	NOUN
ajis02-1552	256	46	0.36	0.36	NUM
ajis02-1552	256	47	mjcavaretta	mjcavaretta	NOUN
ajis02-1552	256	48	0.30	0.30	NUM
ajis02-1552	256	49	jure	jure	NOUN
ajis02-1552	256	50	0.35	0.35	NUM
ajis02-1552	256	51	paulblaser	paulblaser	NOUN
ajis02-1552	256	52	0.36	0.36	NUM
ajis02-1552	256	53	table	table	NOUN
ajis02-1552	256	54	6	6	NUM
ajis02-1552	256	55	:	:	PUNCT
ajis02-1552	256	56	table	table	NOUN
ajis02-1552	256	57	4	4	NUM
ajis02-1552	256	58	continueda	continueda	NOUN
ajis02-1552	256	59	sample	sample	NOUN
ajis02-1552	256	60	of	of	ADP
ajis02-1552	256	61	topics	topic	NOUN
ajis02-1552	256	62	and	and	CCONJ
ajis02-1552	256	63	their	their	PRON
ajis02-1552	256	64	5	5	NUM
ajis02-1552	256	65	top	top	ADJ
ajis02-1552	256	66	influencers	influencer	NOUN
ajis02-1552	256	67	measured	measure	VERB
ajis02-1552	256	68	by	by	ADP
ajis02-1552	256	69	our	our	PRON
ajis02-1552	256	70	proposed	propose	VERB
ajis02-1552	256	71	topic	topic	NOUN
ajis02-1552	256	72	-	-	PUNCT
ajis02-1552	256	73	based	base	VERB
ajis02-1552	256	74	influence	influence	NOUN
ajis02-1552	256	75	measurement	measurement	NOUN
ajis02-1552	256	76	system	system	NOUN
ajis02-1552	256	77	.	.	PUNCT
ajis02-1552	257	1	screen	screen	NOUN
ajis02-1552	257	2	name	name	NOUN
ajis02-1552	257	3	f	f	PROPN
ajis02-1552	257	4	screen	screen	PROPN
ajis02-1552	257	5	name	name	NOUN
ajis02-1552	257	6	f	f	PROPN
ajis02-1552	257	7	screen	screen	PROPN
ajis02-1552	257	8	name	name	NOUN
ajis02-1552	257	9	f	f	PROPN
ajis02-1552	257	10	screen	screen	PROPN
ajis02-1552	257	11	name	name	NOUN
ajis02-1552	257	12	f	f	PROPN
ajis02-1552	257	13	xamat	xamat	PROPN
ajis02-1552	257	14	0.70	0.70	NUM
ajis02-1552	257	15	analyticbridge	analyticbridge	VERB
ajis02-1552	257	16	0.69	0.69	NUM
ajis02-1552	257	17	analyticbridge	analyticbridge	NOUN
ajis02-1552	257	18	0.58	0.58	NUM
ajis02-1552	257	19	analyticbridge	analyticbridge	NOUN
ajis02-1552	257	20	0.90	0.90	NUM
ajis02-1552	257	21	analyticbridge	analyticbridge	VERB
ajis02-1552	257	22	0.54	0.54	NUM
ajis02-1552	257	23	mapr	mapr	NOUN
ajis02-1552	257	24	0.60	0.60	NUM
ajis02-1552	257	25	randal_olson	randal_olson	NOUN
ajis02-1552	257	26	0.55	0.55	NUM
ajis02-1552	257	27	datasciencectrl	datasciencectrl	VERB
ajis02-1552	257	28	0.45	0.45	NUM
ajis02-1552	257	29	kdnuggets	kdnugget	NOUN
ajis02-1552	257	30	0.40	0.40	NUM
ajis02-1552	257	31	bernardmarr	bernardmarr	NOUN
ajis02-1552	257	32	0.58	0.58	NUM
ajis02-1552	257	33	ibmbigdata	ibmbigdata	NOUN
ajis02-1552	257	34	0.36	0.36	NUM
ajis02-1552	257	35	hmason	hmason	NOUN
ajis02-1552	257	36	0.42	0.42	NUM
ajis02-1552	257	37	jmgomez	jmgomez	NOUN
ajis02-1552	257	38	0.36	0.36	NUM
ajis02-1552	257	39	odbmsorg	odbmsorg	ADJ
ajis02-1552	257	40	0.56	0.56	NUM
ajis02-1552	257	41	oracleanalytics	oracleanalytic	NOUN
ajis02-1552	257	42	0.32	0.32	NUM
ajis02-1552	257	43	kirkdborne	kirkdborne	NOUN
ajis02-1552	257	44	0.35	0.35	NUM
ajis02-1552	257	45	kirkdborne	kirkdborne	NOUN
ajis02-1552	257	46	0.32	0.32	NUM
ajis02-1552	257	47	infochimps	infochimp	VERB
ajis02-1552	257	48	0.53	0.53	NUM
ajis02-1552	257	49	marklogic	marklogic	NOUN
ajis02-1552	257	50	0.30	0.30	NUM
ajis02-1552	257	51	paulblaser	paulblaser	NOUN
ajis02-1552	257	52	0.31	0.31	NUM
ajis02-1552	257	53	table	table	NOUN
ajis02-1552	257	54	7	7	NUM
ajis02-1552	257	55	:	:	PUNCT
ajis02-1552	257	56	table	table	NOUN
ajis02-1552	257	57	5	5	NUM
ajis02-1552	257	58	continueda	continueda	NOUN
ajis02-1552	257	59	sample	sample	NOUN
ajis02-1552	257	60	of	of	ADP
ajis02-1552	257	61	topics	topic	NOUN
ajis02-1552	257	62	and	and	CCONJ
ajis02-1552	257	63	their	their	PRON
ajis02-1552	257	64	5	5	NUM
ajis02-1552	257	65	top	top	ADJ
ajis02-1552	257	66	influencers	influencer	NOUN
ajis02-1552	257	67	measured	measure	VERB
ajis02-1552	257	68	by	by	ADP
ajis02-1552	257	69	our	our	PRON
ajis02-1552	257	70	proposed	propose	VERB
ajis02-1552	257	71	topic	topic	NOUN
ajis02-1552	257	72	-	-	PUNCT
ajis02-1552	257	73	based	base	VERB
ajis02-1552	257	74	influence	influence	NOUN
ajis02-1552	257	75	measurement	measurement	NOUN
ajis02-1552	257	76	system	system	NOUN
ajis02-1552	257	77	.	.	PUNCT
ajis02-1552	258	1	tables	table	NOUN
ajis02-1552	258	2	4	4	NUM
ajis02-1552	258	3	,	,	PUNCT
ajis02-1552	258	4	5	5	NUM
ajis02-1552	258	5	,	,	PUNCT
ajis02-1552	258	6	and	and	CCONJ
ajis02-1552	258	7	6	6	NUM
ajis02-1552	258	8	show	show	VERB
ajis02-1552	258	9	the	the	DET
ajis02-1552	258	10	top	top	ADJ
ajis02-1552	258	11	5	5	NUM
ajis02-1552	258	12	influencers	influencer	NOUN
ajis02-1552	258	13	for	for	ADP
ajis02-1552	258	14	selected	select	VERB
ajis02-1552	258	15	topics	topic	NOUN
ajis02-1552	258	16	.	.	PUNCT
ajis02-1552	259	1	the	the	DET
ajis02-1552	259	2	sample	sample	NOUN
ajis02-1552	259	3	of	of	ADP
ajis02-1552	259	4	topics	topic	NOUN
ajis02-1552	259	5	presented	present	VERB
ajis02-1552	259	6	in	in	ADP
ajis02-1552	259	7	the	the	DET
ajis02-1552	259	8	tables	table	NOUN
ajis02-1552	259	9	contain	contain	VERB
ajis02-1552	259	10	machine	machine	NOUN
ajis02-1552	259	11	learning	learn	VERB
ajis02-1552	259	12	topics	topic	NOUN
ajis02-1552	259	13	such	such	ADJ
ajis02-1552	259	14	as	as	ADP
ajis02-1552	259	15	neural	neural	ADJ
ajis02-1552	259	16	networks	network	NOUN
ajis02-1552	259	17	,	,	PUNCT
ajis02-1552	259	18	deep	deep	ADJ
ajis02-1552	259	19	learning	learning	NOUN
ajis02-1552	259	20	,	,	PUNCT
ajis02-1552	259	21	big	big	ADJ
ajis02-1552	259	22	data	datum	NOUN
ajis02-1552	259	23	,	,	PUNCT
ajis02-1552	259	24	social	social	ADJ
ajis02-1552	259	25	networks	network	NOUN
ajis02-1552	259	26	,	,	PUNCT
ajis02-1552	259	27	text	text	NOUN
ajis02-1552	259	28	mining	mining	NOUN
ajis02-1552	259	29	,	,	PUNCT
ajis02-1552	259	30	nlp	nlp	NOUN
ajis02-1552	259	31	,	,	PUNCT
ajis02-1552	259	32	database	database	NOUN
ajis02-1552	259	33	,	,	PUNCT
ajis02-1552	259	34	visualization	visualization	NOUN
ajis02-1552	259	35	,	,	PUNCT
ajis02-1552	259	36	and	and	CCONJ
ajis02-1552	259	37	more	more	ADV
ajis02-1552	259	38	specific	specific	ADJ
ajis02-1552	259	39	topics	topic	NOUN
ajis02-1552	259	40	such	such	ADJ
ajis02-1552	259	41	as	as	ADP
ajis02-1552	259	42	hadoop	hadoop	NOUN
ajis02-1552	259	43	.	.	PUNCT
ajis02-1552	260	1	for	for	ADP
ajis02-1552	260	2	the	the	DET
ajis02-1552	260	3	task	task	NOUN
ajis02-1552	260	4	of	of	ADP
ajis02-1552	260	5	validation	validation	NOUN
ajis02-1552	260	6	of	of	ADP
ajis02-1552	260	7	the	the	DET
ajis02-1552	260	8	influence	influence	NOUN
ajis02-1552	260	9	results	result	NOUN
ajis02-1552	260	10	,	,	PUNCT
ajis02-1552	260	11	there	there	PRON
ajis02-1552	260	12	is	be	VERB
ajis02-1552	260	13	no	no	DET
ajis02-1552	260	14	standard	standard	ADJ
ajis02-1552	260	15	method	method	NOUN
ajis02-1552	260	16	in	in	ADP
ajis02-1552	260	17	the	the	DET
ajis02-1552	260	18	literature	literature	NOUN
ajis02-1552	260	19	to	to	PART
ajis02-1552	260	20	validate	validate	VERB
ajis02-1552	260	21	the	the	DET
ajis02-1552	260	22	algorithm	algorithm	NOUN
ajis02-1552	260	23	output	output	NOUN
ajis02-1552	260	24	.	.	PUNCT
ajis02-1552	261	1	one	one	NUM
ajis02-1552	261	2	of	of	ADP
ajis02-1552	261	3	the	the	DET
ajis02-1552	261	4	reasons	reason	NOUN
ajis02-1552	261	5	we	we	PRON
ajis02-1552	261	6	have	have	AUX
ajis02-1552	261	7	chosen	choose	VERB
ajis02-1552	261	8	the	the	DET
ajis02-1552	261	9	machine	machine	NOUN
ajis02-1552	261	10	learning	learning	NOUN
ajis02-1552	261	11	and	and	CCONJ
ajis02-1552	261	12	data	datum	NOUN
ajis02-1552	261	13	science	science	NOUN
ajis02-1552	261	14	community	community	NOUN
ajis02-1552	261	15	on	on	ADP
ajis02-1552	261	16	twitter	twitter	NOUN
ajis02-1552	261	17	as	as	SCONJ
ajis02-1552	261	18	our	our	PRON
ajis02-1552	261	19	community	community	NOUN
ajis02-1552	261	20	of	of	ADP
ajis02-1552	261	21	study	study	NOUN
ajis02-1552	261	22	was	be	AUX
ajis02-1552	261	23	the	the	DET
ajis02-1552	261	24	wide	wide	ADJ
ajis02-1552	261	25	availability	availability	NOUN
ajis02-1552	261	26	of	of	ADP
ajis02-1552	261	27	experts	expert	NOUN
ajis02-1552	261	28	in	in	ADP
ajis02-1552	261	29	the	the	DET
ajis02-1552	261	30	domain	domain	NOUN
ajis02-1552	261	31	that	that	PRON
ajis02-1552	261	32	allows	allow	VERB
ajis02-1552	261	33	us	we	PRON
ajis02-1552	261	34	to	to	PART
ajis02-1552	261	35	verify	verify	VERB
ajis02-1552	261	36	the	the	DET
ajis02-1552	261	37	identified	identify	VERB
ajis02-1552	261	38	influential	influential	ADJ
ajis02-1552	261	39	users	user	NOUN
ajis02-1552	261	40	through	through	ADP
ajis02-1552	261	41	our	our	PRON
ajis02-1552	261	42	algorithm	algorithm	NOUN
ajis02-1552	261	43	.	.	PUNCT
ajis02-1552	262	1	we	we	PRON
ajis02-1552	262	2	manually	manually	ADV
ajis02-1552	262	3	verify	verify	VERB
ajis02-1552	262	4	the	the	DET
ajis02-1552	262	5	top	top	ADJ
ajis02-1552	262	6	topic	topic	NOUN
ajis02-1552	262	7	-	-	PUNCT
ajis02-1552	262	8	based	base	VERB
ajis02-1552	262	9	influential	influential	ADJ
ajis02-1552	262	10	users	user	NOUN
ajis02-1552	262	11	through	through	ADP
ajis02-1552	262	12	expert	expert	NOUN
ajis02-1552	262	13	opinions	opinion	NOUN
ajis02-1552	262	14	,	,	PUNCT
ajis02-1552	262	15	their	their	PRON
ajis02-1552	262	16	twitter	twitter	NOUN
ajis02-1552	262	17	,	,	PUNCT
ajis02-1552	262	18	and	and	CCONJ
ajis02-1552	262	19	google	google	PROPN
ajis02-1552	262	20	scholar	scholar	NOUN
ajis02-1552	262	21	accounts	account	NOUN
ajis02-1552	262	22	.	.	PUNCT
ajis02-1552	263	1	for	for	ADP
ajis02-1552	263	2	example	example	NOUN
ajis02-1552	263	3	,	,	PUNCT
ajis02-1552	263	4	for	for	ADP
ajis02-1552	263	5	the	the	DET
ajis02-1552	263	6	topic	topic	NOUN
ajis02-1552	263	7	nlp	nlp	NOUN
ajis02-1552	263	8	,	,	PUNCT
ajis02-1552	263	9	stanford	stanford	PROPN
ajis02-1552	263	10	nlp	nlp	PROPN
ajis02-1552	263	11	group	group	PROPN
ajis02-1552	263	12	appeared	appear	VERB
ajis02-1552	263	13	in	in	ADP
ajis02-1552	263	14	the	the	DET
ajis02-1552	263	15	top	top	ADJ
ajis02-1552	263	16	5	5	NUM
ajis02-1552	263	17	influential	influential	ADJ
ajis02-1552	263	18	accounts	account	NOUN
ajis02-1552	263	19	on	on	ADP
ajis02-1552	263	20	twitter	twitter	NOUN
ajis02-1552	263	21	.	.	PUNCT
ajis02-1552	264	1	for	for	ADP
ajis02-1552	264	2	“	"	PUNCT
ajis02-1552	264	3	recommender	recommender	NOUN
ajis02-1552	264	4	systems	system	NOUN
ajis02-1552	264	5	”	"	PUNCT
ajis02-1552	264	6	topic	topic	NOUN
ajis02-1552	264	7	,	,	PUNCT
ajis02-1552	264	8	xavier	xavier	PROPN
ajis02-1552	264	9	amatriain	amatriain	PROPN
ajis02-1552	264	10	,	,	PUNCT
ajis02-1552	264	11	who	who	PRON
ajis02-1552	264	12	is	be	AUX
ajis02-1552	264	13	known	know	VERB
ajis02-1552	264	14	for	for	ADP
ajis02-1552	264	15	his	his	PRON
ajis02-1552	264	16	works	work	NOUN
ajis02-1552	264	17	on	on	ADP
ajis02-1552	264	18	recommender	recommender	NOUN
ajis02-1552	264	19	systems	system	NOUN
ajis02-1552	264	20	,	,	PUNCT
ajis02-1552	264	21	received	receive	VERB
ajis02-1552	264	22	a	a	DET
ajis02-1552	264	23	high	high	ADJ
ajis02-1552	264	24	influence	influence	NOUN
ajis02-1552	264	25	score	score	NOUN
ajis02-1552	264	26	.	.	PUNCT
ajis02-1552	265	1	also	also	ADV
ajis02-1552	265	2	,	,	PUNCT
ajis02-1552	265	3	for	for	ADP
ajis02-1552	265	4	the	the	DET
ajis02-1552	265	5	topic	topic	NOUN
ajis02-1552	265	6	“	"	PUNCT
ajis02-1552	265	7	neural	neural	ADJ
ajis02-1552	265	8	networks	network	NOUN
ajis02-1552	265	9	”	"	PUNCT
ajis02-1552	265	10	,	,	PUNCT
ajis02-1552	265	11	alex	alex	PROPN
ajis02-1552	265	12	smola	smola	PROPN
ajis02-1552	265	13	was	be	AUX
ajis02-1552	265	14	in	in	ADP
ajis02-1552	265	15	the	the	DET
ajis02-1552	265	16	top	top	ADJ
ajis02-1552	265	17	5	5	NUM
ajis02-1552	265	18	influencers	influencer	NOUN
ajis02-1552	265	19	who	who	PRON
ajis02-1552	265	20	have	have	AUX
ajis02-1552	265	21	extensively	extensively	ADV
ajis02-1552	265	22	published	publish	VERB
ajis02-1552	265	23	on	on	ADP
ajis02-1552	265	24	neural	neural	ADJ
ajis02-1552	265	25	network	network	NOUN
ajis02-1552	265	26	topic	topic	NOUN
ajis02-1552	265	27	.	.	PUNCT
ajis02-1552	266	1	in	in	ADP
ajis02-1552	266	2	the	the	DET
ajis02-1552	266	3	topic	topic	NOUN
ajis02-1552	266	4	“	"	PUNCT
ajis02-1552	266	5	social	social	ADJ
ajis02-1552	266	6	networks	network	NOUN
ajis02-1552	266	7	”	"	PUNCT
ajis02-1552	266	8	,	,	PUNCT
ajis02-1552	266	9	jure	jure	NOUN
ajis02-1552	266	10	leskovec	leskovec	PROPN
ajis02-1552	266	11	,	,	PUNCT
ajis02-1552	266	12	who	who	PRON
ajis02-1552	266	13	is	be	AUX
ajis02-1552	266	14	well	well	ADV
ajis02-1552	266	15	-	-	PUNCT
ajis02-1552	266	16	known	know	VERB
ajis02-1552	266	17	in	in	ADP
ajis02-1552	266	18	the	the	DET
ajis02-1552	266	19	social	social	ADJ
ajis02-1552	266	20	networks	network	NOUN
ajis02-1552	266	21	community	community	NOUN
ajis02-1552	266	22	,	,	PUNCT
ajis02-1552	266	23	was	be	AUX
ajis02-1552	266	24	among	among	ADP
ajis02-1552	266	25	the	the	DET
ajis02-1552	266	26	top	top	ADJ
ajis02-1552	266	27	influencers	influencer	NOUN
ajis02-1552	266	28	.	.	PUNCT
ajis02-1552	267	1	5.3	5.3	NUM
ajis02-1552	267	2	implications	implication	NOUN
ajis02-1552	267	3	and	and	CCONJ
ajis02-1552	267	4	applications	application	NOUN
ajis02-1552	267	5	this	this	DET
ajis02-1552	267	6	section	section	NOUN
ajis02-1552	267	7	describes	describe	VERB
ajis02-1552	267	8	the	the	DET
ajis02-1552	267	9	real	real	ADJ
ajis02-1552	267	10	-	-	PUNCT
ajis02-1552	267	11	world	world	NOUN
ajis02-1552	267	12	implication	implication	NOUN
ajis02-1552	267	13	and	and	CCONJ
ajis02-1552	267	14	applications	application	NOUN
ajis02-1552	267	15	of	of	ADP
ajis02-1552	267	16	our	our	PRON
ajis02-1552	267	17	model	model	NOUN
ajis02-1552	267	18	.	.	PUNCT
ajis02-1552	268	1	identifying	identify	VERB
ajis02-1552	268	2	topic	topic	NOUN
ajis02-1552	268	3	-	-	PUNCT
ajis02-1552	268	4	based	base	VERB
ajis02-1552	268	5	influential	influential	ADJ
ajis02-1552	268	6	users	user	NOUN
ajis02-1552	268	7	is	be	AUX
ajis02-1552	268	8	similar	similar	ADJ
ajis02-1552	268	9	to	to	ADP
ajis02-1552	268	10	the	the	DET
ajis02-1552	268	11	problem	problem	NOUN
ajis02-1552	268	12	of	of	ADP
ajis02-1552	268	13	finding	find	VERB
ajis02-1552	268	14	experts	expert	NOUN
ajis02-1552	268	15	and	and	CCONJ
ajis02-1552	268	16	authorities	authority	NOUN
ajis02-1552	268	17	.	.	PUNCT
ajis02-1552	269	1	spotting	spot	VERB
ajis02-1552	269	2	the	the	DET
ajis02-1552	269	3	elite	elite	ADJ
ajis02-1552	269	4	group	group	NOUN
ajis02-1552	269	5	of	of	ADP
ajis02-1552	269	6	users	user	NOUN
ajis02-1552	269	7	for	for	ADP
ajis02-1552	269	8	topics	topic	NOUN
ajis02-1552	269	9	can	can	AUX
ajis02-1552	269	10	improve	improve	VERB
ajis02-1552	269	11	available	available	ADJ
ajis02-1552	269	12	systems	system	NOUN
ajis02-1552	269	13	such	such	ADJ
ajis02-1552	269	14	as	as	ADP
ajis02-1552	269	15	search	search	NOUN
ajis02-1552	269	16	engines	engine	NOUN
ajis02-1552	269	17	.	.	PUNCT
ajis02-1552	270	1	the	the	DET
ajis02-1552	270	2	query	query	NOUN
ajis02-1552	270	3	result	result	VERB
ajis02-1552	270	4	for	for	ADP
ajis02-1552	270	5	both	both	CCONJ
ajis02-1552	270	6	contents	content	NOUN
ajis02-1552	270	7	and	and	CCONJ
ajis02-1552	270	8	users	user	NOUN
ajis02-1552	270	9	can	can	AUX
ajis02-1552	270	10	be	be	AUX
ajis02-1552	270	11	returned	return	VERB
ajis02-1552	270	12	and	and	CCONJ
ajis02-1552	270	13	ranked	rank	VERB
ajis02-1552	270	14	using	use	VERB
ajis02-1552	270	15	the	the	DET
ajis02-1552	270	16	score	score	NOUN
ajis02-1552	270	17	provided	provide	VERB
ajis02-1552	270	18	by	by	ADP
ajis02-1552	270	19	our	our	PRON
ajis02-1552	270	20	system	system	NOUN
ajis02-1552	270	21	.	.	PUNCT
ajis02-1552	271	1	one	one	NUM
ajis02-1552	271	2	of	of	ADP
ajis02-1552	271	3	the	the	DET
ajis02-1552	271	4	main	main	ADJ
ajis02-1552	271	5	applications	application	NOUN
ajis02-1552	271	6	of	of	ADP
ajis02-1552	271	7	this	this	DET
ajis02-1552	271	8	work	work	NOUN
ajis02-1552	271	9	is	be	AUX
ajis02-1552	271	10	in	in	ADP
ajis02-1552	271	11	marketing	marketing	NOUN
ajis02-1552	271	12	.	.	PUNCT
ajis02-1552	272	1	marketing	marketing	NOUN
ajis02-1552	272	2	campaigns	campaign	NOUN
ajis02-1552	272	3	can	can	AUX
ajis02-1552	272	4	be	be	AUX
ajis02-1552	272	5	implemented	implement	VERB
ajis02-1552	272	6	through	through	ADP
ajis02-1552	272	7	the	the	DET
ajis02-1552	272	8	influential	influential	ADJ
ajis02-1552	272	9	users	user	NOUN
ajis02-1552	272	10	in	in	ADP
ajis02-1552	272	11	the	the	DET
ajis02-1552	272	12	related	relate	VERB
ajis02-1552	272	13	topic	topic	NOUN
ajis02-1552	272	14	to	to	PART
ajis02-1552	272	15	have	have	VERB
ajis02-1552	272	16	more	more	ADV
ajis02-1552	272	17	productive	productive	ADJ
ajis02-1552	272	18	and	and	CCONJ
ajis02-1552	272	19	cost	cost	VERB
ajis02-1552	272	20	effective	effective	ADJ
ajis02-1552	272	21	campaign	campaign	NOUN
ajis02-1552	272	22	.	.	PUNCT
ajis02-1552	273	1	influential	influential	ADJ
ajis02-1552	273	2	users	user	NOUN
ajis02-1552	273	3	act	act	VERB
ajis02-1552	273	4	as	as	ADP
ajis02-1552	273	5	hubs	hub	NOUN
ajis02-1552	273	6	in	in	ADP
ajis02-1552	273	7	the	the	DET
ajis02-1552	273	8	network	network	NOUN
ajis02-1552	273	9	and	and	CCONJ
ajis02-1552	273	10	have	have	VERB
ajis02-1552	273	11	a	a	DET
ajis02-1552	273	12	central	central	ADJ
ajis02-1552	273	13	position	position	NOUN
ajis02-1552	273	14	in	in	ADP
ajis02-1552	273	15	the	the	DET
ajis02-1552	273	16	network	network	NOUN
ajis02-1552	273	17	in	in	ADP
ajis02-1552	273	18	terms	term	NOUN
ajis02-1552	273	19	of	of	ADP
ajis02-1552	273	20	information	information	NOUN
ajis02-1552	273	21	diffusion	diffusion	NOUN
ajis02-1552	273	22	,	,	PUNCT
ajis02-1552	273	23	also	also	ADV
ajis02-1552	273	24	they	they	PRON
ajis02-1552	273	25	attract	attract	VERB
ajis02-1552	273	26	and	and	CCONJ
ajis02-1552	273	27	engage	engage	VERB
ajis02-1552	273	28	more	more	ADJ
ajis02-1552	273	29	users	user	NOUN
ajis02-1552	273	30	into	into	ADP
ajis02-1552	273	31	their	their	PRON
ajis02-1552	273	32	conversations	conversation	NOUN
ajis02-1552	273	33	.	.	PUNCT
ajis02-1552	274	1	our	our	PRON
ajis02-1552	274	2	model	model	NOUN
ajis02-1552	274	3	is	be	AUX
ajis02-1552	274	4	able	able	ADJ
ajis02-1552	274	5	to	to	PART
ajis02-1552	274	6	detect	detect	VERB
ajis02-1552	274	7	the	the	DET
ajis02-1552	274	8	new	new	ADJ
ajis02-1552	274	9	and	and	CCONJ
ajis02-1552	274	10	surprising	surprising	ADJ
ajis02-1552	274	11	topics	topic	NOUN
ajis02-1552	274	12	.	.	PUNCT
ajis02-1552	275	1	this	this	DET
ajis02-1552	275	2	capability	capability	NOUN
ajis02-1552	275	3	gives	give	VERB
ajis02-1552	275	4	the	the	DET
ajis02-1552	275	5	strength	strength	NOUN
ajis02-1552	275	6	to	to	ADP
ajis02-1552	275	7	our	our	PRON
ajis02-1552	275	8	model	model	NOUN
ajis02-1552	275	9	that	that	PRON
ajis02-1552	275	10	works	work	VERB
ajis02-1552	275	11	in	in	ADP
ajis02-1552	275	12	real	real	ADJ
ajis02-1552	275	13	world	world	NOUN
ajis02-1552	275	14	and	and	CCONJ
ajis02-1552	275	15	detects	detect	VERB
ajis02-1552	275	16	new	new	ADJ
ajis02-1552	275	17	topics	topic	NOUN
ajis02-1552	275	18	and	and	CCONJ
ajis02-1552	275	19	related	relate	VERB
ajis02-1552	275	20	influential	influential	ADJ
ajis02-1552	275	21	users	user	NOUN
ajis02-1552	275	22	.	.	PUNCT
ajis02-1552	276	1	as	as	ADP
ajis02-1552	276	2	a	a	DET
ajis02-1552	276	3	australasian	australasian	ADJ
ajis02-1552	276	4	journal	journal	NOUN
ajis02-1552	276	5	of	of	ADP
ajis02-1552	276	6	information	information	NOUN
ajis02-1552	276	7	systems	systems	PROPN
ajis02-1552	276	8	hamzehei	hamzehei	PROPN
ajis02-1552	276	9	,	,	PUNCT
ajis02-1552	276	10	jiang	jiang	PROPN
ajis02-1552	276	11	,	,	PUNCT
ajis02-1552	276	12	koutra	koutra	PROPN
ajis02-1552	276	13	,	,	PUNCT
ajis02-1552	276	14	wong	wong	PROPN
ajis02-1552	276	15	&	&	CCONJ
ajis02-1552	276	16	chen	chen	PROPN
ajis02-1552	276	17	2017	2017	NUM
ajis02-1552	276	18	,	,	PUNCT
ajis02-1552	276	19	vol	vol	NOUN
ajis02-1552	276	20	21	21	NUM
ajis02-1552	276	21	,	,	PUNCT
ajis02-1552	276	22	selected	select	VERB
ajis02-1552	276	23	papers	paper	NOUN
ajis02-1552	276	24	from	from	ADP
ajis02-1552	276	25	ausdm	ausdm	NOUN
ajis02-1552	276	26	topic	topic	NOUN
ajis02-1552	276	27	-	-	PUNCT
ajis02-1552	276	28	based	base	VERB
ajis02-1552	276	29	social	social	ADJ
ajis02-1552	276	30	influence	influence	NOUN
ajis02-1552	276	31	measurement	measurement	NOUN
ajis02-1552	276	32	12	12	NUM
ajis02-1552	276	33	result	result	NOUN
ajis02-1552	276	34	,	,	PUNCT
ajis02-1552	276	35	there	there	PRON
ajis02-1552	276	36	would	would	AUX
ajis02-1552	276	37	n’t	not	PART
ajis02-1552	276	38	be	be	AUX
ajis02-1552	276	39	a	a	DET
ajis02-1552	276	40	need	need	NOUN
ajis02-1552	276	41	for	for	ADP
ajis02-1552	276	42	manually	manually	ADV
ajis02-1552	276	43	defining	define	VERB
ajis02-1552	276	44	the	the	DET
ajis02-1552	276	45	topics	topic	NOUN
ajis02-1552	276	46	and	and	CCONJ
ajis02-1552	276	47	consequently	consequently	ADV
ajis02-1552	276	48	the	the	DET
ajis02-1552	276	49	recent	recent	ADJ
ajis02-1552	276	50	and	and	CCONJ
ajis02-1552	276	51	new	new	ADJ
ajis02-1552	276	52	topic	topic	NOUN
ajis02-1552	276	53	would	would	AUX
ajis02-1552	276	54	not	not	PART
ajis02-1552	276	55	be	be	AUX
ajis02-1552	276	56	missed	miss	VERB
ajis02-1552	276	57	.	.	PUNCT
ajis02-1552	277	1	tsim	tsim	ADJ
ajis02-1552	277	2	,	,	PUNCT
ajis02-1552	277	3	also	also	ADV
ajis02-1552	277	4	can	can	AUX
ajis02-1552	277	5	be	be	AUX
ajis02-1552	277	6	applied	apply	VERB
ajis02-1552	277	7	to	to	PART
ajis02-1552	277	8	detect	detect	VERB
ajis02-1552	277	9	topics	topic	NOUN
ajis02-1552	277	10	at	at	ADP
ajis02-1552	277	11	what	what	DET
ajis02-1552	277	12	period	period	NOUN
ajis02-1552	277	13	get	get	VERB
ajis02-1552	277	14	viral	viral	ADJ
ajis02-1552	277	15	and	and	CCONJ
ajis02-1552	277	16	who	who	PRON
ajis02-1552	277	17	are	be	AUX
ajis02-1552	277	18	influential	influential	ADJ
ajis02-1552	277	19	in	in	ADP
ajis02-1552	277	20	those	those	DET
ajis02-1552	277	21	topic	topic	NOUN
ajis02-1552	277	22	in	in	ADP
ajis02-1552	277	23	different	different	ADJ
ajis02-1552	277	24	period	period	NOUN
ajis02-1552	277	25	of	of	ADP
ajis02-1552	277	26	time	time	NOUN
ajis02-1552	277	27	.	.	PUNCT
ajis02-1552	278	1	6	6	NUM
ajis02-1552	278	2	conclusions	conclusion	NOUN
ajis02-1552	278	3	in	in	ADP
ajis02-1552	278	4	this	this	DET
ajis02-1552	278	5	study	study	NOUN
ajis02-1552	278	6	,	,	PUNCT
ajis02-1552	278	7	we	we	PRON
ajis02-1552	278	8	have	have	AUX
ajis02-1552	278	9	presented	present	VERB
ajis02-1552	278	10	an	an	DET
ajis02-1552	278	11	approach	approach	NOUN
ajis02-1552	278	12	,	,	PUNCT
ajis02-1552	278	13	tsim	tsim	PROPN
ajis02-1552	278	14	,	,	PUNCT
ajis02-1552	278	15	to	to	PART
ajis02-1552	278	16	measure	measure	VERB
ajis02-1552	278	17	topic	topic	NOUN
ajis02-1552	278	18	-	-	PUNCT
ajis02-1552	278	19	based	base	VERB
ajis02-1552	278	20	user	user	NOUN
ajis02-1552	278	21	influence	influence	NOUN
ajis02-1552	278	22	in	in	ADP
ajis02-1552	278	23	social	social	ADJ
ajis02-1552	278	24	networks	network	NOUN
ajis02-1552	278	25	.	.	PUNCT
ajis02-1552	279	1	we	we	PRON
ajis02-1552	279	2	have	have	AUX
ajis02-1552	279	3	identified	identify	VERB
ajis02-1552	279	4	topics	topic	NOUN
ajis02-1552	279	5	from	from	ADP
ajis02-1552	279	6	user	user	NOUN
ajis02-1552	279	7	posts	post	NOUN
ajis02-1552	279	8	on	on	ADP
ajis02-1552	279	9	social	social	ADJ
ajis02-1552	279	10	networks	network	NOUN
ajis02-1552	279	11	,	,	PUNCT
ajis02-1552	279	12	and	and	CCONJ
ajis02-1552	279	13	measured	measure	VERB
ajis02-1552	279	14	each	each	DET
ajis02-1552	279	15	user	user	NOUN
ajis02-1552	279	16	’s	’s	PART
ajis02-1552	279	17	influence	influence	NOUN
ajis02-1552	279	18	on	on	ADP
ajis02-1552	279	19	each	each	DET
ajis02-1552	279	20	topic	topic	NOUN
ajis02-1552	279	21	.	.	PUNCT
ajis02-1552	280	1	tsim	tsim	PROPN
ajis02-1552	280	2	is	be	AUX
ajis02-1552	280	3	then	then	ADV
ajis02-1552	280	4	used	use	VERB
ajis02-1552	280	5	to	to	PART
ajis02-1552	280	6	calculate	calculate	VERB
ajis02-1552	280	7	user	user	NOUN
ajis02-1552	280	8	influence	influence	NOUN
ajis02-1552	280	9	for	for	ADP
ajis02-1552	280	10	the	the	DET
ajis02-1552	280	11	observed	observe	VERB
ajis02-1552	280	12	topics	topic	NOUN
ajis02-1552	280	13	.	.	PUNCT
ajis02-1552	281	1	our	our	PRON
ajis02-1552	281	2	main	main	ADJ
ajis02-1552	281	3	contributions	contribution	NOUN
ajis02-1552	281	4	include	include	VERB
ajis02-1552	281	5	:	:	PUNCT
ajis02-1552	281	6			X
ajis02-1552	281	7	the	the	DET
ajis02-1552	281	8	proposal	proposal	NOUN
ajis02-1552	281	9	of	of	ADP
ajis02-1552	281	10	a	a	DET
ajis02-1552	281	11	effective	effective	ADJ
ajis02-1552	281	12	method	method	NOUN
ajis02-1552	281	13	to	to	PART
ajis02-1552	281	14	measure	measure	VERB
ajis02-1552	281	15	topic	topic	NOUN
ajis02-1552	281	16	-	-	PUNCT
ajis02-1552	281	17	based	base	VERB
ajis02-1552	281	18	influence	influence	NOUN
ajis02-1552	281	19	for	for	ADP
ajis02-1552	281	20	social	social	ADJ
ajis02-1552	281	21	network	network	NOUN
ajis02-1552	281	22	users	user	NOUN
ajis02-1552	281	23			NOUN
ajis02-1552	281	24	opening	open	VERB
ajis02-1552	281	25	a	a	DET
ajis02-1552	281	26	new	new	ADJ
ajis02-1552	281	27	discussion	discussion	NOUN
ajis02-1552	281	28	for	for	ADP
ajis02-1552	281	29	user	user	NOUN
ajis02-1552	281	30	influence	influence	NOUN
ajis02-1552	281	31	prediction	prediction	NOUN
ajis02-1552	281	32	in	in	ADP
ajis02-1552	281	33	social	social	ADJ
ajis02-1552	281	34	networks	network	NOUN
ajis02-1552	281	35	that	that	PRON
ajis02-1552	281	36	has	have	AUX
ajis02-1552	281	37	not	not	PART
ajis02-1552	281	38	been	be	AUX
ajis02-1552	281	39	explored	explore	VERB
ajis02-1552	281	40	in	in	ADP
ajis02-1552	281	41	the	the	DET
ajis02-1552	281	42	literature	literature	NOUN
ajis02-1552	281	43	.	.	PUNCT
ajis02-1552	282	1	finally	finally	ADV
ajis02-1552	282	2	,	,	PUNCT
ajis02-1552	282	3	we	we	PRON
ajis02-1552	282	4	have	have	AUX
ajis02-1552	282	5	tested	test	VERB
ajis02-1552	282	6	tsim	tsim	PROPN
ajis02-1552	282	7	using	use	VERB
ajis02-1552	282	8	a	a	DET
ajis02-1552	282	9	unique	unique	ADJ
ajis02-1552	282	10	dataset	dataset	NOUN
ajis02-1552	282	11	that	that	PRON
ajis02-1552	282	12	we	we	PRON
ajis02-1552	282	13	collected	collect	VERB
ajis02-1552	282	14	from	from	ADP
ajis02-1552	282	15	twitter	twitter	NOUN
ajis02-1552	282	16	,	,	PUNCT
ajis02-1552	282	17	which	which	PRON
ajis02-1552	282	18	we	we	PRON
ajis02-1552	282	19	are	be	AUX
ajis02-1552	282	20	making	make	VERB
ajis02-1552	282	21	it	it	PRON
ajis02-1552	282	22	available	available	ADJ
ajis02-1552	282	23	online	online	ADV
ajis02-1552	282	24	.	.	PUNCT
ajis02-1552	283	1	in	in	ADP
ajis02-1552	283	2	future	future	ADJ
ajis02-1552	283	3	work	work	NOUN
ajis02-1552	283	4	,	,	PUNCT
ajis02-1552	283	5	we	we	PRON
ajis02-1552	283	6	are	be	AUX
ajis02-1552	283	7	interested	interested	ADJ
ajis02-1552	283	8	to	to	PART
ajis02-1552	283	9	measure	measure	VERB
ajis02-1552	283	10	topic	topic	NOUN
ajis02-1552	283	11	-	-	PUNCT
ajis02-1552	283	12	based	base	VERB
ajis02-1552	283	13	user	user	NOUN
ajis02-1552	283	14	influence	influence	NOUN
ajis02-1552	283	15	over	over	ADP
ajis02-1552	283	16	time	time	NOUN
ajis02-1552	283	17	,	,	PUNCT
ajis02-1552	283	18	and	and	CCONJ
ajis02-1552	283	19	study	study	VERB
ajis02-1552	283	20	how	how	SCONJ
ajis02-1552	283	21	influence	influence	NOUN
ajis02-1552	283	22	changes	change	VERB
ajis02-1552	283	23	over	over	ADP
ajis02-1552	283	24	time	time	NOUN
ajis02-1552	283	25	.	.	PUNCT
ajis02-1552	284	1	prediction	prediction	NOUN
ajis02-1552	284	2	of	of	ADP
ajis02-1552	284	3	user	user	NOUN
ajis02-1552	284	4	influence	influence	NOUN
ajis02-1552	284	5	on	on	ADP
ajis02-1552	284	6	unobserved	unobserved	ADJ
ajis02-1552	284	7	topics	topic	NOUN
ajis02-1552	284	8	is	be	AUX
ajis02-1552	284	9	also	also	ADV
ajis02-1552	284	10	currently	currently	ADV
ajis02-1552	284	11	under	under	ADP
ajis02-1552	284	12	our	our	PRON
ajis02-1552	284	13	investigation	investigation	NOUN
ajis02-1552	284	14	.	.	PUNCT
ajis02-1552	285	1	we	we	PRON
ajis02-1552	285	2	will	will	AUX
ajis02-1552	285	3	also	also	ADV
ajis02-1552	285	4	investigate	investigate	VERB
ajis02-1552	285	5	other	other	ADJ
ajis02-1552	285	6	methods	method	NOUN
ajis02-1552	285	7	to	to	PART
ajis02-1552	285	8	combine	combine	VERB
ajis02-1552	285	9	influence	influence	NOUN
ajis02-1552	285	10	measures	measure	NOUN
ajis02-1552	285	11	.	.	PUNCT
ajis02-1552	286	1	references	reference	NOUN
ajis02-1552	286	2	arasu	arasu	PROPN
ajis02-1552	286	3	,	,	PUNCT
ajis02-1552	286	4	a.	a.	PROPN
ajis02-1552	286	5	,	,	PUNCT
ajis02-1552	286	6	j.	j.	PROPN
ajis02-1552	286	7	novak	novak	PROPN
ajis02-1552	286	8	,	,	PUNCT
ajis02-1552	286	9	a.	a.	PROPN
ajis02-1552	286	10	tomkins	tomkins	PROPN
ajis02-1552	286	11	and	and	CCONJ
ajis02-1552	286	12	j.	j.	PROPN
ajis02-1552	286	13	tomlin	tomlin	PROPN
ajis02-1552	286	14	(	(	PUNCT
ajis02-1552	286	15	2002	2002	NUM
ajis02-1552	286	16	)	)	PUNCT
ajis02-1552	286	17	.	.	PUNCT
ajis02-1552	287	1	pagerank	pagerank	NOUN
ajis02-1552	287	2	computation	computation	NOUN
ajis02-1552	287	3	and	and	CCONJ
ajis02-1552	287	4	the	the	DET
ajis02-1552	287	5	structure	structure	NOUN
ajis02-1552	287	6	of	of	ADP
ajis02-1552	287	7	the	the	DET
ajis02-1552	287	8	web	web	NOUN
ajis02-1552	287	9	:	:	PUNCT
ajis02-1552	287	10	experiments	experiment	NOUN
ajis02-1552	287	11	and	and	CCONJ
ajis02-1552	287	12	algorithms	algorithm	NOUN
ajis02-1552	287	13	.	.	PUNCT
ajis02-1552	288	1	proceedings	proceeding	NOUN
ajis02-1552	288	2	of	of	ADP
ajis02-1552	288	3	the	the	DET
ajis02-1552	288	4	eleventh	eleventh	ADJ
ajis02-1552	288	5	international	international	ADJ
ajis02-1552	288	6	world	world	NOUN
ajis02-1552	288	7	wide	wide	ADJ
ajis02-1552	288	8	web	web	NOUN
ajis02-1552	288	9	conference	conference	NOUN
ajis02-1552	288	10	,	,	PUNCT
ajis02-1552	288	11	poster	poster	NOUN
ajis02-1552	288	12	track	track	NOUN
ajis02-1552	288	13	.	.	PUNCT
ajis02-1552	289	1	barbieri	barbieri	PROPN
ajis02-1552	289	2	,	,	PUNCT
ajis02-1552	289	3	n.	n.	PROPN
ajis02-1552	289	4	,	,	PUNCT
ajis02-1552	289	5	f.	f.	PROPN
ajis02-1552	289	6	bonchi	bonchi	PROPN
ajis02-1552	289	7	and	and	CCONJ
ajis02-1552	289	8	g.	g.	PROPN
ajis02-1552	289	9	manco	manco	PROPN
ajis02-1552	289	10	(	(	PUNCT
ajis02-1552	289	11	2013	2013	NUM
ajis02-1552	289	12	)	)	PUNCT
ajis02-1552	289	13	.	.	PUNCT
ajis02-1552	290	1	"	"	PUNCT
ajis02-1552	290	2	topic	topic	NOUN
ajis02-1552	290	3	-	-	PUNCT
ajis02-1552	290	4	aware	aware	ADJ
ajis02-1552	290	5	social	social	ADJ
ajis02-1552	290	6	influence	influence	NOUN
ajis02-1552	290	7	propagation	propagation	NOUN
ajis02-1552	290	8	models	model	NOUN
ajis02-1552	290	9	.	.	PUNCT
ajis02-1552	290	10	"	"	PUNCT
ajis02-1552	291	1	knowledge	knowledge	NOUN
ajis02-1552	291	2	and	and	CCONJ
ajis02-1552	291	3	information	information	NOUN
ajis02-1552	291	4	systems	system	NOUN
ajis02-1552	291	5	37(3	37(3	NUM
ajis02-1552	291	6	):	):	PUNCT
ajis02-1552	291	7	555	555	NUM
ajis02-1552	291	8	-	-	SYM
ajis02-1552	291	9	584	584	NUM
ajis02-1552	291	10	.	.	PUNCT
ajis02-1552	292	1	blei	blei	NOUN
ajis02-1552	292	2	,	,	PUNCT
ajis02-1552	292	3	d.	d.	PROPN
ajis02-1552	292	4	m.	m.	PROPN
ajis02-1552	292	5	,	,	PUNCT
ajis02-1552	292	6	a.	a.	PROPN
ajis02-1552	292	7	y.	y.	PROPN
ajis02-1552	292	8	ng	ng	PROPN
ajis02-1552	292	9	and	and	CCONJ
ajis02-1552	292	10	m.	m.	PROPN
ajis02-1552	292	11	i.	i.	PROPN
ajis02-1552	292	12	jordan	jordan	PROPN
ajis02-1552	292	13	(	(	PUNCT
ajis02-1552	292	14	2003	2003	NUM
ajis02-1552	292	15	)	)	PUNCT
ajis02-1552	292	16	.	.	PUNCT
ajis02-1552	293	1	"	"	PUNCT
ajis02-1552	293	2	latent	latent	ADJ
ajis02-1552	293	3	dirichlet	dirichlet	NOUN
ajis02-1552	293	4	allocation	allocation	NOUN
ajis02-1552	293	5	.	.	PUNCT
ajis02-1552	293	6	"	"	PUNCT
ajis02-1552	294	1	the	the	DET
ajis02-1552	294	2	journal	journal	NOUN
ajis02-1552	294	3	of	of	ADP
ajis02-1552	294	4	machine	machine	NOUN
ajis02-1552	294	5	learning	learn	VERB
ajis02-1552	294	6	research	research	NOUN
ajis02-1552	294	7	3	3	NUM
ajis02-1552	294	8	:	:	SYM
ajis02-1552	294	9	993	993	NUM
ajis02-1552	294	10	-	-	SYM
ajis02-1552	294	11	1022	1022	NUM
ajis02-1552	294	12	.	.	PUNCT
ajis02-1552	295	1	cano	cano	PROPN
ajis02-1552	295	2	,	,	PUNCT
ajis02-1552	295	3	a.	a.	PROPN
ajis02-1552	295	4	e.	e.	PROPN
ajis02-1552	295	5	,	,	PUNCT
ajis02-1552	295	6	s.	s.	PROPN
ajis02-1552	295	7	mazumdar	mazumdar	PROPN
ajis02-1552	295	8	and	and	CCONJ
ajis02-1552	295	9	f.	f.	PROPN
ajis02-1552	295	10	ciravegna	ciravegna	PROPN
ajis02-1552	295	11	(	(	PUNCT
ajis02-1552	295	12	2014	2014	NUM
ajis02-1552	295	13	)	)	PUNCT
ajis02-1552	295	14	.	.	PUNCT
ajis02-1552	296	1	"	"	PUNCT
ajis02-1552	296	2	social	social	ADJ
ajis02-1552	296	3	influence	influence	NOUN
ajis02-1552	296	4	analysis	analysis	NOUN
ajis02-1552	296	5	in	in	ADP
ajis02-1552	296	6	microblogging	microblogging	NOUN
ajis02-1552	296	7	platforms	platform	NOUN
ajis02-1552	296	8	–	–	PUNCT
ajis02-1552	296	9	a	a	DET
ajis02-1552	296	10	topic	topic	NOUN
ajis02-1552	296	11	-	-	PUNCT
ajis02-1552	296	12	sensitive	sensitive	ADJ
ajis02-1552	296	13	based	base	VERB
ajis02-1552	296	14	approach	approach	NOUN
ajis02-1552	296	15	.	.	PUNCT
ajis02-1552	296	16	"	"	PUNCT
ajis02-1552	297	1	semantic	semantic	ADJ
ajis02-1552	297	2	web	web	NOUN
ajis02-1552	297	3	5(5	5(5	NUM
ajis02-1552	297	4	):	):	PUNCT
ajis02-1552	297	5	357	357	NUM
ajis02-1552	297	6	-	-	SYM
ajis02-1552	297	7	372	372	NUM
ajis02-1552	297	8	.	.	PUNCT
ajis02-1552	297	9	cataldi	cataldi	PROPN
ajis02-1552	297	10	,	,	PUNCT
ajis02-1552	297	11	m.	m.	NOUN
ajis02-1552	297	12	and	and	CCONJ
ajis02-1552	297	13	m.-a	m.-a	NOUN
ajis02-1552	297	14	.	.	PUNCT
ajis02-1552	298	1	aufaure	aufaure	PROPN
ajis02-1552	298	2	(	(	PUNCT
ajis02-1552	298	3	2014	2014	NUM
ajis02-1552	298	4	)	)	PUNCT
ajis02-1552	298	5	.	.	PUNCT
ajis02-1552	299	1	"	"	PUNCT
ajis02-1552	299	2	the	the	DET
ajis02-1552	299	3	10	10	NUM
ajis02-1552	299	4	million	million	NUM
ajis02-1552	299	5	follower	follower	NOUN
ajis02-1552	299	6	fallacy	fallacy	NOUN
ajis02-1552	299	7	:	:	PUNCT
ajis02-1552	299	8	audience	audience	NOUN
ajis02-1552	299	9	size	size	NOUN
ajis02-1552	299	10	does	do	AUX
ajis02-1552	299	11	not	not	PART
ajis02-1552	299	12	prove	prove	VERB
ajis02-1552	299	13	domain	domain	NOUN
ajis02-1552	299	14	-	-	PUNCT
ajis02-1552	299	15	influence	influence	NOUN
ajis02-1552	299	16	on	on	ADP
ajis02-1552	299	17	twitter	twitter	NOUN
ajis02-1552	299	18	.	.	PUNCT
ajis02-1552	299	19	"	"	PUNCT
ajis02-1552	300	1	knowledge	knowledge	NOUN
ajis02-1552	300	2	and	and	CCONJ
ajis02-1552	300	3	information	information	NOUN
ajis02-1552	300	4	systems	system	NOUN
ajis02-1552	300	5	44(3	44(3	PROPN
ajis02-1552	300	6	):	):	PUNCT
ajis02-1552	300	7	559580	559580	NUM
ajis02-1552	300	8	.	.	PUNCT
ajis02-1552	301	1	eccleston	eccleston	PROPN
ajis02-1552	301	2	,	,	PUNCT
ajis02-1552	301	3	d.	d.	PROPN
ajis02-1552	301	4	and	and	CCONJ
ajis02-1552	301	5	l.	l.	PROPN
ajis02-1552	301	6	griseri	griseri	PROPN
ajis02-1552	301	7	(	(	PUNCT
ajis02-1552	301	8	2008	2008	NUM
ajis02-1552	301	9	)	)	PUNCT
ajis02-1552	301	10	.	.	PUNCT
ajis02-1552	302	1	"	"	PUNCT
ajis02-1552	302	2	how	how	SCONJ
ajis02-1552	302	3	does	do	AUX
ajis02-1552	302	4	web	web	NOUN
ajis02-1552	302	5	2.0	2.0	NUM
ajis02-1552	302	6	stretch	stretch	NOUN
ajis02-1552	302	7	traditional	traditional	ADJ
ajis02-1552	302	8	influencing	influence	VERB
ajis02-1552	302	9	patterns	pattern	NOUN
ajis02-1552	302	10	.	.	PUNCT
ajis02-1552	302	11	"	"	PUNCT
ajis02-1552	303	1	international	international	ADJ
ajis02-1552	303	2	journal	journal	NOUN
ajis02-1552	303	3	of	of	ADP
ajis02-1552	303	4	market	market	NOUN
ajis02-1552	303	5	research	research	NOUN
ajis02-1552	303	6	50(5	50(5	NUM
ajis02-1552	303	7	):	):	PUNCT
ajis02-1552	303	8	591	591	NUM
ajis02-1552	303	9	-	-	SYM
ajis02-1552	303	10	161	161	NUM
ajis02-1552	303	11	.	.	PUNCT
ajis02-1552	304	1	eirinaki	eirinaki	PROPN
ajis02-1552	304	2	,	,	PUNCT
ajis02-1552	304	3	m.	m.	NOUN
ajis02-1552	304	4	,	,	PUNCT
ajis02-1552	304	5	s.	s.	PROPN
ajis02-1552	304	6	p.	p.	PROPN
ajis02-1552	304	7	s.	s.	PROPN
ajis02-1552	304	8	monga	monga	PROPN
ajis02-1552	304	9	and	and	CCONJ
ajis02-1552	304	10	s.	s.	PROPN
ajis02-1552	304	11	sundaram	sundaram	PROPN
ajis02-1552	304	12	(	(	PUNCT
ajis02-1552	304	13	2012	2012	NUM
ajis02-1552	304	14	)	)	PUNCT
ajis02-1552	304	15	.	.	PUNCT
ajis02-1552	305	1	"	"	PUNCT
ajis02-1552	305	2	identification	identification	NOUN
ajis02-1552	305	3	of	of	ADP
ajis02-1552	305	4	influential	influential	ADJ
ajis02-1552	305	5	social	social	ADJ
ajis02-1552	305	6	networkers	networker	NOUN
ajis02-1552	305	7	.	.	PUNCT
ajis02-1552	305	8	"	"	PUNCT
ajis02-1552	306	1	international	international	ADJ
ajis02-1552	306	2	journal	journal	NOUN
ajis02-1552	306	3	of	of	ADP
ajis02-1552	306	4	web	web	NOUN
ajis02-1552	306	5	based	base	VERB
ajis02-1552	306	6	communities	community	NOUN
ajis02-1552	306	7	8(2	8(2	NUM
ajis02-1552	306	8	):	):	PUNCT
ajis02-1552	306	9	136	136	NUM
ajis02-1552	306	10	-	-	SYM
ajis02-1552	306	11	158	158	NUM
ajis02-1552	306	12	.	.	PUNCT
ajis02-1552	307	1	embar	embar	NOUN
ajis02-1552	307	2	,	,	PUNCT
ajis02-1552	307	3	v.	v.	PROPN
ajis02-1552	307	4	r.	r.	PROPN
ajis02-1552	307	5	,	,	PUNCT
ajis02-1552	307	6	i.	i.	PROPN
ajis02-1552	307	7	bhattacharya	bhattacharya	PROPN
ajis02-1552	307	8	,	,	PUNCT
ajis02-1552	307	9	v.	v.	CCONJ
ajis02-1552	307	10	pandit	pandit	PROPN
ajis02-1552	307	11	and	and	CCONJ
ajis02-1552	307	12	r.	r.	PROPN
ajis02-1552	307	13	vaculin	vaculin	PROPN
ajis02-1552	307	14	(	(	PUNCT
ajis02-1552	307	15	2015	2015	NUM
ajis02-1552	307	16	)	)	PUNCT
ajis02-1552	307	17	.	.	PUNCT
ajis02-1552	308	1	online	online	ADJ
ajis02-1552	308	2	topic	topic	NOUN
ajis02-1552	308	3	-	-	PUNCT
ajis02-1552	308	4	based	base	VERB
ajis02-1552	308	5	social	social	ADJ
ajis02-1552	308	6	influence	influence	NOUN
ajis02-1552	308	7	analysis	analysis	NOUN
ajis02-1552	308	8	for	for	ADP
ajis02-1552	308	9	the	the	DET
ajis02-1552	308	10	wimbledon	wimbledon	PROPN
ajis02-1552	308	11	championships	championships	PROPN
ajis02-1552	308	12	.	.	PUNCT
ajis02-1552	309	1	proceedings	proceeding	NOUN
ajis02-1552	309	2	of	of	ADP
ajis02-1552	309	3	the	the	DET
ajis02-1552	309	4	21th	21th	PROPN
ajis02-1552	309	5	acm	acm	PROPN
ajis02-1552	309	6	sigkdd	sigkdd	PROPN
ajis02-1552	309	7	international	international	ADJ
ajis02-1552	309	8	conference	conference	NOUN
ajis02-1552	309	9	on	on	ADP
ajis02-1552	309	10	knowledge	knowledge	NOUN
ajis02-1552	309	11	discovery	discovery	PROPN
ajis02-1552	309	12	and	and	CCONJ
ajis02-1552	309	13	data	datum	NOUN
ajis02-1552	309	14	mining	mining	NOUN
ajis02-1552	309	15	.	.	PUNCT
ajis02-1552	310	1	sydney	sydney	PROPN
ajis02-1552	310	2	,	,	PUNCT
ajis02-1552	310	3	nsw	nsw	PROPN
ajis02-1552	310	4	,	,	PUNCT
ajis02-1552	310	5	australia	australia	PROPN
ajis02-1552	310	6	,	,	PUNCT
ajis02-1552	310	7	acm	acm	PROPN
ajis02-1552	310	8	:	:	PUNCT
ajis02-1552	310	9	1759	1759	NUM
ajis02-1552	310	10	-	-	SYM
ajis02-1552	310	11	1768	1768	NUM
ajis02-1552	310	12	.	.	PUNCT
ajis02-1552	311	1	hajian	hajian	PROPN
ajis02-1552	311	2	,	,	PUNCT
ajis02-1552	311	3	b.	b.	PROPN
ajis02-1552	311	4	and	and	CCONJ
ajis02-1552	311	5	t.	t.	PROPN
ajis02-1552	311	6	white	white	PROPN
ajis02-1552	311	7	(	(	PUNCT
ajis02-1552	311	8	2011	2011	NUM
ajis02-1552	311	9	)	)	PUNCT
ajis02-1552	311	10	.	.	PUNCT
ajis02-1552	312	1	modelling	model	VERB
ajis02-1552	312	2	influence	influence	NOUN
ajis02-1552	312	3	in	in	ADP
ajis02-1552	312	4	a	a	DET
ajis02-1552	312	5	social	social	ADJ
ajis02-1552	312	6	network	network	NOUN
ajis02-1552	312	7	:	:	PUNCT
ajis02-1552	312	8	metrics	metric	NOUN
ajis02-1552	312	9	and	and	CCONJ
ajis02-1552	312	10	evaluation	evaluation	NOUN
ajis02-1552	312	11	.	.	PUNCT
ajis02-1552	313	1	privacy	privacy	NOUN
ajis02-1552	313	2	,	,	PUNCT
ajis02-1552	313	3	security	security	NOUN
ajis02-1552	313	4	,	,	PUNCT
ajis02-1552	313	5	risk	risk	NOUN
ajis02-1552	313	6	and	and	CCONJ
ajis02-1552	313	7	trust	trust	NOUN
ajis02-1552	313	8	(	(	PUNCT
ajis02-1552	313	9	passat	passat	PROPN
ajis02-1552	313	10	)	)	PUNCT
ajis02-1552	313	11	2011	2011	NUM
ajis02-1552	314	1	ieee	ieee	PROPN
ajis02-1552	314	2	third	third	ADJ
ajis02-1552	314	3	inernational	inernational	ADJ
ajis02-1552	314	4	conference	conference	NOUN
ajis02-1552	314	5	on	on	ADP
ajis02-1552	314	6	social	social	ADJ
ajis02-1552	314	7	computing	computing	NOUN
ajis02-1552	314	8	(	(	PUNCT
ajis02-1552	314	9	socialcom	socialcom	PROPN
ajis02-1552	314	10	)	)	PUNCT
ajis02-1552	314	11	,	,	PUNCT
ajis02-1552	314	12	2011	2011	NUM
ajis02-1552	314	13	ieee	ieee	PROPN
ajis02-1552	314	14	third	third	ADJ
ajis02-1552	314	15	international	international	ADJ
ajis02-1552	314	16	conference	conference	NOUN
ajis02-1552	314	17	on	on	ADP
ajis02-1552	314	18	,	,	PUNCT
ajis02-1552	315	1	ieee	ieee	PROPN
ajis02-1552	315	2	.	.	PUNCT
ajis02-1552	315	3	hamzehei	hamzehei	PROPN
ajis02-1552	315	4	,	,	PUNCT
ajis02-1552	315	5	a.	a.	PROPN
ajis02-1552	315	6	,	,	PUNCT
ajis02-1552	315	7	s.	s.	PROPN
ajis02-1552	315	8	jiang	jiang	PROPN
ajis02-1552	315	9	,	,	PUNCT
ajis02-1552	315	10	d.	d.	PROPN
ajis02-1552	315	11	koutra	koutra	PROPN
ajis02-1552	315	12	,	,	PUNCT
ajis02-1552	315	13	r.	r.	PROPN
ajis02-1552	315	14	wong	wong	PROPN
ajis02-1552	315	15	and	and	CCONJ
ajis02-1552	315	16	f.	f.	PROPN
ajis02-1552	315	17	chen	chen	PROPN
ajis02-1552	315	18	(	(	PUNCT
ajis02-1552	315	19	2016	2016	NUM
ajis02-1552	315	20	)	)	PUNCT
ajis02-1552	315	21	.	.	PUNCT
ajis02-1552	316	1	tsim	tsim	ADJ
ajis02-1552	316	2	:	:	PUNCT
ajis02-1552	316	3	topic	topic	NOUN
ajis02-1552	316	4	-	-	PUNCT
ajis02-1552	316	5	based	base	VERB
ajis02-1552	316	6	social	social	ADJ
ajis02-1552	316	7	influence	influence	NOUN
ajis02-1552	316	8	measurement	measurement	NOUN
ajis02-1552	316	9	for	for	ADP
ajis02-1552	316	10	social	social	ADJ
ajis02-1552	316	11	networks	network	NOUN
ajis02-1552	316	12	.	.	PUNCT
ajis02-1552	317	1	proceedings	proceeding	NOUN
ajis02-1552	317	2	of	of	ADP
ajis02-1552	317	3	the	the	DET
ajis02-1552	317	4	14th	14th	ADJ
ajis02-1552	317	5	australasian	australasian	ADJ
ajis02-1552	317	6	data	data	NOUN
ajis02-1552	317	7	mining	mining	NOUN
ajis02-1552	317	8	conference	conference	NOUN
ajis02-1552	317	9	.	.	PUNCT
ajis02-1552	318	1	canberra	canberra	PROPN
ajis02-1552	318	2	,	,	PUNCT
ajis02-1552	318	3	australia	australia	PROPN
ajis02-1552	318	4	.	.	PUNCT
ajis02-1552	319	1	australasian	australasian	ADJ
ajis02-1552	319	2	journal	journal	NOUN
ajis02-1552	319	3	of	of	ADP
ajis02-1552	319	4	information	information	NOUN
ajis02-1552	319	5	systems	systems	PROPN
ajis02-1552	319	6	hamzehei	hamzehei	PROPN
ajis02-1552	319	7	,	,	PUNCT
ajis02-1552	319	8	jiang	jiang	PROPN
ajis02-1552	319	9	,	,	PUNCT
ajis02-1552	319	10	koutra	koutra	PROPN
ajis02-1552	319	11	,	,	PUNCT
ajis02-1552	319	12	wong	wong	PROPN
ajis02-1552	319	13	&	&	CCONJ
ajis02-1552	319	14	chen	chen	PROPN
ajis02-1552	319	15	2017	2017	NUM
ajis02-1552	319	16	,	,	PUNCT
ajis02-1552	319	17	vol	vol	NOUN
ajis02-1552	319	18	21	21	NUM
ajis02-1552	319	19	,	,	PUNCT
ajis02-1552	319	20	selected	select	VERB
ajis02-1552	319	21	papers	paper	NOUN
ajis02-1552	319	22	from	from	ADP
ajis02-1552	319	23	ausdm	ausdm	NOUN
ajis02-1552	319	24	topic	topic	NOUN
ajis02-1552	319	25	-	-	PUNCT
ajis02-1552	319	26	based	base	VERB
ajis02-1552	319	27	social	social	ADJ
ajis02-1552	319	28	influence	influence	NOUN
ajis02-1552	319	29	measurement	measurement	NOUN
ajis02-1552	319	30	13	13	NUM
ajis02-1552	319	31	haveliwala	haveliwala	NOUN
ajis02-1552	319	32	,	,	PUNCT
ajis02-1552	319	33	t.	t.	PROPN
ajis02-1552	319	34	h.	h.	PROPN
ajis02-1552	319	35	(	(	PUNCT
ajis02-1552	319	36	2002	2002	NUM
ajis02-1552	319	37	)	)	PUNCT
ajis02-1552	319	38	.	.	PUNCT
ajis02-1552	320	1	topic	topic	NOUN
ajis02-1552	320	2	-	-	PUNCT
ajis02-1552	320	3	sensitive	sensitive	ADJ
ajis02-1552	320	4	pagerank	pagerank	NOUN
ajis02-1552	320	5	.	.	PUNCT
ajis02-1552	321	1	proceedings	proceeding	NOUN
ajis02-1552	321	2	of	of	ADP
ajis02-1552	321	3	the	the	DET
ajis02-1552	321	4	11th	11th	ADJ
ajis02-1552	321	5	international	international	ADJ
ajis02-1552	321	6	conference	conference	NOUN
ajis02-1552	321	7	on	on	ADP
ajis02-1552	321	8	world	world	NOUN
ajis02-1552	321	9	wide	wide	ADJ
ajis02-1552	321	10	web	web	NOUN
ajis02-1552	321	11	.	.	PUNCT
ajis02-1552	322	1	honolulu	honolulu	PROPN
ajis02-1552	322	2	,	,	PUNCT
ajis02-1552	322	3	hawaii	hawaii	PROPN
ajis02-1552	322	4	,	,	PUNCT
ajis02-1552	322	5	usa	usa	PROPN
ajis02-1552	322	6	,	,	PUNCT
ajis02-1552	322	7	acm	acm	PROPN
ajis02-1552	322	8	:	:	PUNCT
ajis02-1552	322	9	517	517	NUM
ajis02-1552	322	10	-	-	SYM
ajis02-1552	322	11	526	526	NUM
ajis02-1552	322	12	.	.	PUNCT
ajis02-1552	323	1	hu	hu	PROPN
ajis02-1552	323	2	,	,	PUNCT
ajis02-1552	323	3	j.	j.	PROPN
ajis02-1552	323	4	,	,	PUNCT
ajis02-1552	323	5	y.	y.	PROPN
ajis02-1552	323	6	fang	fang	PROPN
ajis02-1552	323	7	and	and	CCONJ
ajis02-1552	323	8	a.	a.	NOUN
ajis02-1552	323	9	godavarthy	godavarthy	NOUN
ajis02-1552	323	10	(	(	PUNCT
ajis02-1552	323	11	2013	2013	NUM
ajis02-1552	323	12	)	)	PUNCT
ajis02-1552	323	13	.	.	PUNCT
ajis02-1552	324	1	topical	topical	ADJ
ajis02-1552	324	2	authority	authority	NOUN
ajis02-1552	324	3	propagation	propagation	NOUN
ajis02-1552	324	4	on	on	ADP
ajis02-1552	324	5	microblogs	microblog	NOUN
ajis02-1552	324	6	.	.	PUNCT
ajis02-1552	325	1	proceedings	proceeding	NOUN
ajis02-1552	325	2	of	of	ADP
ajis02-1552	325	3	the	the	DET
ajis02-1552	325	4	22nd	22nd	PROPN
ajis02-1552	325	5	acm	acm	PROPN
ajis02-1552	325	6	international	international	ADJ
ajis02-1552	325	7	conference	conference	NOUN
ajis02-1552	325	8	on	on	ADP
ajis02-1552	325	9	conference	conference	NOUN
ajis02-1552	325	10	on	on	ADP
ajis02-1552	325	11	information	information	NOUN
ajis02-1552	325	12	&	&	CCONJ
ajis02-1552	325	13	knowledge	knowledge	PROPN
ajis02-1552	325	14	management	management	PROPN
ajis02-1552	325	15	,	,	PUNCT
ajis02-1552	325	16	acm	acm	PROPN
ajis02-1552	325	17	.	.	PUNCT
ajis02-1552	326	1	jabeur	jabeur	PROPN
ajis02-1552	326	2	,	,	PUNCT
ajis02-1552	326	3	l.	l.	PROPN
ajis02-1552	326	4	b.	b.	PROPN
ajis02-1552	326	5	,	,	PUNCT
ajis02-1552	326	6	l.	l.	PROPN
ajis02-1552	326	7	tamine	tamine	PROPN
ajis02-1552	326	8	and	and	CCONJ
ajis02-1552	326	9	m.	m.	PROPN
ajis02-1552	326	10	boughanem	boughanem	PROPN
ajis02-1552	326	11	(	(	PUNCT
ajis02-1552	326	12	2012	2012	NUM
ajis02-1552	326	13	)	)	PUNCT
ajis02-1552	326	14	.	.	PUNCT
ajis02-1552	327	1	active	active	ADJ
ajis02-1552	327	2	microbloggers	microblogger	NOUN
ajis02-1552	327	3	:	:	PUNCT
ajis02-1552	327	4	identifying	identify	VERB
ajis02-1552	327	5	influencers	influencer	NOUN
ajis02-1552	327	6	,	,	PUNCT
ajis02-1552	327	7	leaders	leader	NOUN
ajis02-1552	327	8	and	and	CCONJ
ajis02-1552	327	9	discussers	discusser	NOUN
ajis02-1552	327	10	in	in	ADP
ajis02-1552	327	11	microblogging	microblogge	VERB
ajis02-1552	327	12	networks	network	NOUN
ajis02-1552	327	13	.	.	PUNCT
ajis02-1552	328	1	string	string	NOUN
ajis02-1552	328	2	processing	processing	NOUN
ajis02-1552	328	3	and	and	CCONJ
ajis02-1552	328	4	information	information	NOUN
ajis02-1552	328	5	retrieval	retrieval	NOUN
ajis02-1552	328	6	,	,	PUNCT
ajis02-1552	328	7	springer	springer	NOUN
ajis02-1552	328	8	.	.	PUNCT
ajis02-1552	329	1	jin	jin	PROPN
ajis02-1552	329	2	,	,	PUNCT
ajis02-1552	329	3	x.	x.	PROPN
ajis02-1552	329	4	and	and	CCONJ
ajis02-1552	329	5	y.	y.	PROPN
ajis02-1552	329	6	wang	wang	PROPN
ajis02-1552	329	7	(	(	PUNCT
ajis02-1552	329	8	2013	2013	NUM
ajis02-1552	329	9	)	)	PUNCT
ajis02-1552	329	10	.	.	PUNCT
ajis02-1552	330	1	"	"	PUNCT
ajis02-1552	330	2	research	research	NOUN
ajis02-1552	330	3	on	on	ADP
ajis02-1552	330	4	social	social	ADJ
ajis02-1552	330	5	network	network	NOUN
ajis02-1552	330	6	structure	structure	NOUN
ajis02-1552	330	7	and	and	CCONJ
ajis02-1552	330	8	public	public	ADJ
ajis02-1552	330	9	opinions	opinion	NOUN
ajis02-1552	330	10	dissemination	dissemination	NOUN
ajis02-1552	330	11	of	of	ADP
ajis02-1552	330	12	micro	micro	NOUN
ajis02-1552	330	13	-	-	NOUN
ajis02-1552	330	14	blog	blog	NOUN
ajis02-1552	330	15	based	base	VERB
ajis02-1552	330	16	on	on	ADP
ajis02-1552	330	17	complex	complex	ADJ
ajis02-1552	330	18	network	network	NOUN
ajis02-1552	330	19	analysis	analysis	NOUN
ajis02-1552	330	20	.	.	PUNCT
ajis02-1552	330	21	"	"	PUNCT
ajis02-1552	330	22	journal	journal	NOUN
ajis02-1552	330	23	of	of	ADP
ajis02-1552	330	24	networks	network	NOUN
ajis02-1552	330	25	8(7	8(7	NUM
ajis02-1552	330	26	):	):	PUNCT
ajis02-1552	330	27	1543	1543	NUM
ajis02-1552	330	28	-	-	SYM
ajis02-1552	330	29	1550	1550	NUM
ajis02-1552	330	30	.	.	PUNCT
ajis02-1552	331	1	kardara	kardara	PROPN
ajis02-1552	331	2	,	,	PUNCT
ajis02-1552	331	3	m.	m.	NOUN
ajis02-1552	331	4	,	,	PUNCT
ajis02-1552	331	5	g.	g.	PROPN
ajis02-1552	331	6	papadakis	papadakis	PROPN
ajis02-1552	331	7	,	,	PUNCT
ajis02-1552	331	8	a.	a.	PROPN
ajis02-1552	331	9	papaoikonomou	papaoikonomou	PROPN
ajis02-1552	331	10	,	,	PUNCT
ajis02-1552	331	11	k.	k.	PROPN
ajis02-1552	331	12	tserpes	tserpes	PROPN
ajis02-1552	331	13	and	and	CCONJ
ajis02-1552	331	14	t.	t.	NOUN
ajis02-1552	331	15	varvarigou	varvarigou	NOUN
ajis02-1552	331	16	(	(	PUNCT
ajis02-1552	331	17	2015	2015	NUM
ajis02-1552	331	18	)	)	PUNCT
ajis02-1552	331	19	.	.	PUNCT
ajis02-1552	332	1	"	"	PUNCT
ajis02-1552	332	2	largescale	largescale	ADJ
ajis02-1552	332	3	evaluation	evaluation	NOUN
ajis02-1552	332	4	framework	framework	NOUN
ajis02-1552	332	5	for	for	ADP
ajis02-1552	332	6	local	local	ADJ
ajis02-1552	332	7	influence	influence	NOUN
ajis02-1552	332	8	theories	theory	NOUN
ajis02-1552	332	9	in	in	ADP
ajis02-1552	332	10	twitter	twitter	NOUN
ajis02-1552	332	11	.	.	PUNCT
ajis02-1552	332	12	"	"	PUNCT
ajis02-1552	332	13	information	information	NOUN
ajis02-1552	332	14	processing	processing	NOUN
ajis02-1552	332	15	&	&	CCONJ
ajis02-1552	332	16	management	management	PROPN
ajis02-1552	332	17	51(1	51(1	NUM
ajis02-1552	332	18	):	):	PUNCT
ajis02-1552	332	19	226	226	NUM
ajis02-1552	332	20	-	-	SYM
ajis02-1552	332	21	252	252	NUM
ajis02-1552	332	22	.	.	PUNCT
ajis02-1552	333	1	katsimpras	katsimpras	PROPN
ajis02-1552	333	2	,	,	PUNCT
ajis02-1552	333	3	g.	g.	PROPN
ajis02-1552	333	4	,	,	PUNCT
ajis02-1552	333	5	d.	d.	PROPN
ajis02-1552	333	6	vogiatzis	vogiatzis	PROPN
ajis02-1552	333	7	and	and	CCONJ
ajis02-1552	333	8	g.	g.	PROPN
ajis02-1552	333	9	paliouras	paliouras	PROPN
ajis02-1552	333	10	(	(	PUNCT
ajis02-1552	333	11	2015	2015	NUM
ajis02-1552	333	12	)	)	PUNCT
ajis02-1552	333	13	.	.	PUNCT
ajis02-1552	334	1	determining	determine	VERB
ajis02-1552	334	2	influential	influential	ADJ
ajis02-1552	334	3	users	user	NOUN
ajis02-1552	334	4	with	with	ADP
ajis02-1552	334	5	supervised	supervised	ADJ
ajis02-1552	334	6	random	random	ADJ
ajis02-1552	334	7	walks	walk	NOUN
ajis02-1552	334	8	.	.	PUNCT
ajis02-1552	335	1	proceedings	proceeding	NOUN
ajis02-1552	335	2	of	of	ADP
ajis02-1552	335	3	the	the	DET
ajis02-1552	335	4	24th	24th	ADJ
ajis02-1552	335	5	international	international	ADJ
ajis02-1552	335	6	conference	conference	NOUN
ajis02-1552	335	7	on	on	ADP
ajis02-1552	335	8	world	world	NOUN
ajis02-1552	335	9	wide	wide	ADJ
ajis02-1552	335	10	web	web	NOUN
ajis02-1552	335	11	.	.	PROPN
ajis02-1552	335	12	florence	florence	PROPN
ajis02-1552	335	13	,	,	PUNCT
ajis02-1552	335	14	italy	italy	PROPN
ajis02-1552	335	15	,	,	PUNCT
ajis02-1552	335	16	acm	acm	PROPN
ajis02-1552	335	17	:	:	PUNCT
ajis02-1552	335	18	787	787	NUM
ajis02-1552	335	19	-	-	SYM
ajis02-1552	335	20	792	792	NUM
ajis02-1552	335	21	.	.	PUNCT
ajis02-1552	336	1	katz	katz	PROPN
ajis02-1552	336	2	,	,	PUNCT
ajis02-1552	336	3	e.	e.	PROPN
ajis02-1552	336	4	(	(	PUNCT
ajis02-1552	336	5	1957	1957	NUM
ajis02-1552	336	6	)	)	PUNCT
ajis02-1552	336	7	.	.	PUNCT
ajis02-1552	337	1	"	"	PUNCT
ajis02-1552	337	2	the	the	DET
ajis02-1552	337	3	two	two	NUM
ajis02-1552	337	4	-	-	PUNCT
ajis02-1552	337	5	step	step	NOUN
ajis02-1552	337	6	flow	flow	NOUN
ajis02-1552	337	7	of	of	ADP
ajis02-1552	337	8	communication	communication	NOUN
ajis02-1552	337	9	:	:	PUNCT
ajis02-1552	337	10	an	an	DET
ajis02-1552	337	11	up	up	ADP
ajis02-1552	337	12	-	-	PUNCT
ajis02-1552	337	13	to	to	ADP
ajis02-1552	337	14	-	-	PUNCT
ajis02-1552	337	15	date	date	NOUN
ajis02-1552	337	16	report	report	NOUN
ajis02-1552	337	17	on	on	ADP
ajis02-1552	337	18	an	an	DET
ajis02-1552	337	19	hypothesis	hypothesis	NOUN
ajis02-1552	337	20	.	.	PUNCT
ajis02-1552	337	21	"	"	PUNCT
ajis02-1552	338	1	public	public	ADJ
ajis02-1552	338	2	opinion	opinion	NOUN
ajis02-1552	338	3	quarterly	quarterly	ADV
ajis02-1552	338	4	21(1	21(1	NUM
ajis02-1552	338	5	):	):	PUNCT
ajis02-1552	338	6	61	61	NUM
ajis02-1552	338	7	-	-	SYM
ajis02-1552	338	8	78	78	NUM
ajis02-1552	338	9	.	.	PUNCT
ajis02-1552	339	1	katz	katz	PROPN
ajis02-1552	339	2	,	,	PUNCT
ajis02-1552	339	3	e.	e.	PROPN
ajis02-1552	339	4	and	and	CCONJ
ajis02-1552	339	5	p.	p.	PROPN
ajis02-1552	339	6	f.	f.	PROPN
ajis02-1552	339	7	lazarsfeld	lazarsfeld	PROPN
ajis02-1552	339	8	(	(	PUNCT
ajis02-1552	339	9	1955	1955	NUM
ajis02-1552	339	10	)	)	PUNCT
ajis02-1552	339	11	.	.	PUNCT
ajis02-1552	340	1	personal	personal	ADJ
ajis02-1552	340	2	influence	influence	NOUN
ajis02-1552	340	3	,	,	PUNCT
ajis02-1552	340	4	the	the	DET
ajis02-1552	340	5	part	part	NOUN
ajis02-1552	340	6	played	play	VERB
ajis02-1552	340	7	by	by	ADP
ajis02-1552	340	8	people	people	NOUN
ajis02-1552	340	9	in	in	ADP
ajis02-1552	340	10	the	the	DET
ajis02-1552	340	11	flow	flow	NOUN
ajis02-1552	340	12	of	of	ADP
ajis02-1552	340	13	mass	mass	ADJ
ajis02-1552	340	14	communications	communication	NOUN
ajis02-1552	340	15	,	,	PUNCT
ajis02-1552	340	16	transaction	transaction	NOUN
ajis02-1552	340	17	publishers	publisher	NOUN
ajis02-1552	340	18	.	.	PUNCT
ajis02-1552	341	1	kleinberg	kleinberg	PROPN
ajis02-1552	341	2	,	,	PUNCT
ajis02-1552	341	3	j.	j.	PROPN
ajis02-1552	341	4	m.	m.	PROPN
ajis02-1552	341	5	(	(	PUNCT
ajis02-1552	341	6	1999	1999	NUM
ajis02-1552	341	7	)	)	PUNCT
ajis02-1552	341	8	.	.	PUNCT
ajis02-1552	342	1	"	"	PUNCT
ajis02-1552	342	2	authoritative	authoritative	ADJ
ajis02-1552	342	3	sources	source	NOUN
ajis02-1552	342	4	in	in	ADP
ajis02-1552	342	5	a	a	DET
ajis02-1552	342	6	hyperlinked	hyperlinke	VERB
ajis02-1552	342	7	environment	environment	NOUN
ajis02-1552	342	8	.	.	PUNCT
ajis02-1552	342	9	"	"	PUNCT
ajis02-1552	343	1	j.	j.	PROPN
ajis02-1552	343	2	acm	acm	PROPN
ajis02-1552	343	3	46(5	46(5	PROPN
ajis02-1552	343	4	):	):	PUNCT
ajis02-1552	343	5	604	604	NUM
ajis02-1552	343	6	-	-	SYM
ajis02-1552	343	7	632	632	NUM
ajis02-1552	343	8	.	.	PUNCT
ajis02-1552	344	1	kong	kong	PROPN
ajis02-1552	344	2	,	,	PUNCT
ajis02-1552	344	3	s.	s.	PROPN
ajis02-1552	344	4	and	and	CCONJ
ajis02-1552	344	5	l.	l.	PROPN
ajis02-1552	344	6	feng	feng	PROPN
ajis02-1552	344	7	(	(	PUNCT
ajis02-1552	344	8	2011	2011	NUM
ajis02-1552	344	9	)	)	PUNCT
ajis02-1552	344	10	.	.	PUNCT
ajis02-1552	345	1	a	a	DET
ajis02-1552	345	2	tweet	tweet	NOUN
ajis02-1552	345	3	-	-	PUNCT
ajis02-1552	345	4	centric	centric	ADJ
ajis02-1552	345	5	approach	approach	NOUN
ajis02-1552	345	6	for	for	ADP
ajis02-1552	345	7	topic	topic	NOUN
ajis02-1552	345	8	-	-	PUNCT
ajis02-1552	345	9	specific	specific	ADJ
ajis02-1552	345	10	author	author	NOUN
ajis02-1552	345	11	ranking	rank	VERB
ajis02-1552	345	12	in	in	ADP
ajis02-1552	345	13	micro	micro	NOUN
ajis02-1552	345	14	-	-	NOUN
ajis02-1552	345	15	blog	blog	NOUN
ajis02-1552	345	16	.	.	PUNCT
ajis02-1552	346	1	advanced	advanced	ADJ
ajis02-1552	346	2	data	datum	NOUN
ajis02-1552	346	3	mining	mining	NOUN
ajis02-1552	346	4	and	and	CCONJ
ajis02-1552	346	5	applications	application	NOUN
ajis02-1552	346	6	,	,	PUNCT
ajis02-1552	346	7	springer	springer	NOUN
ajis02-1552	346	8	:	:	PUNCT
ajis02-1552	346	9	138	138	NUM
ajis02-1552	346	10	-	-	SYM
ajis02-1552	346	11	151	151	NUM
ajis02-1552	346	12	.	.	PUNCT
ajis02-1552	347	1	kwak	kwak	PROPN
ajis02-1552	347	2	,	,	PUNCT
ajis02-1552	347	3	h.	h.	PROPN
ajis02-1552	347	4	,	,	PUNCT
ajis02-1552	347	5	c.	c.	PROPN
ajis02-1552	347	6	lee	lee	PROPN
ajis02-1552	347	7	,	,	PUNCT
ajis02-1552	347	8	h.	h.	PROPN
ajis02-1552	347	9	park	park	PROPN
ajis02-1552	347	10	and	and	CCONJ
ajis02-1552	347	11	s.	s.	PROPN
ajis02-1552	347	12	moon	moon	PROPN
ajis02-1552	347	13	(	(	PUNCT
ajis02-1552	347	14	2010	2010	NUM
ajis02-1552	347	15	)	)	PUNCT
ajis02-1552	347	16	.	.	PUNCT
ajis02-1552	348	1	what	what	PRON
ajis02-1552	348	2	is	be	AUX
ajis02-1552	348	3	twitter	twitter	NOUN
ajis02-1552	348	4	,	,	PUNCT
ajis02-1552	348	5	a	a	DET
ajis02-1552	348	6	social	social	ADJ
ajis02-1552	348	7	network	network	NOUN
ajis02-1552	348	8	or	or	CCONJ
ajis02-1552	348	9	a	a	DET
ajis02-1552	348	10	news	news	NOUN
ajis02-1552	348	11	media	medium	NOUN
ajis02-1552	348	12	?	?	PUNCT
ajis02-1552	349	1	proceedings	proceeding	NOUN
ajis02-1552	349	2	of	of	ADP
ajis02-1552	349	3	the	the	DET
ajis02-1552	349	4	19th	19th	ADJ
ajis02-1552	349	5	international	international	ADJ
ajis02-1552	349	6	conference	conference	NOUN
ajis02-1552	349	7	on	on	ADP
ajis02-1552	349	8	world	world	NOUN
ajis02-1552	349	9	wide	wide	ADJ
ajis02-1552	349	10	web	web	NOUN
ajis02-1552	349	11	,	,	PUNCT
ajis02-1552	349	12	acm	acm	PROPN
ajis02-1552	349	13	.	.	PUNCT
ajis02-1552	349	14	libai	libai	PROPN
ajis02-1552	349	15	,	,	PUNCT
ajis02-1552	349	16	b.	b.	PROPN
ajis02-1552	349	17	,	,	PUNCT
ajis02-1552	349	18	r.	r.	PROPN
ajis02-1552	349	19	bolton	bolton	PROPN
ajis02-1552	349	20	,	,	PUNCT
ajis02-1552	349	21	m.	m.	PROPN
ajis02-1552	349	22	s.	s.	PROPN
ajis02-1552	349	23	bügel	bügel	PROPN
ajis02-1552	349	24	,	,	PUNCT
ajis02-1552	349	25	k.	k.	PROPN
ajis02-1552	349	26	de	de	PROPN
ajis02-1552	349	27	ruyter	ruyter	PROPN
ajis02-1552	349	28	,	,	PUNCT
ajis02-1552	349	29	o.	o.	NOUN
ajis02-1552	349	30	götz	götz	PROPN
ajis02-1552	349	31	,	,	PUNCT
ajis02-1552	349	32	h.	h.	PROPN
ajis02-1552	349	33	risselada	risselada	PROPN
ajis02-1552	349	34	and	and	CCONJ
ajis02-1552	349	35	a.	a.	NOUN
ajis02-1552	349	36	t.	t.	PROPN
ajis02-1552	349	37	stephen	stephen	PROPN
ajis02-1552	349	38	(	(	PUNCT
ajis02-1552	349	39	2010	2010	NUM
ajis02-1552	349	40	)	)	PUNCT
ajis02-1552	349	41	.	.	PUNCT
ajis02-1552	350	1	"	"	PUNCT
ajis02-1552	350	2	customer	customer	NOUN
ajis02-1552	350	3	-	-	PUNCT
ajis02-1552	350	4	to	to	ADP
ajis02-1552	350	5	-	-	PUNCT
ajis02-1552	350	6	customer	customer	NOUN
ajis02-1552	350	7	interactions	interaction	NOUN
ajis02-1552	350	8	:	:	PUNCT
ajis02-1552	350	9	broadening	broaden	VERB
ajis02-1552	350	10	the	the	DET
ajis02-1552	350	11	scope	scope	NOUN
ajis02-1552	350	12	of	of	ADP
ajis02-1552	350	13	word	word	NOUN
ajis02-1552	350	14	of	of	ADP
ajis02-1552	350	15	mouth	mouth	NOUN
ajis02-1552	350	16	research	research	NOUN
ajis02-1552	350	17	.	.	PUNCT
ajis02-1552	350	18	"	"	PUNCT
ajis02-1552	351	1	journal	journal	NOUN
ajis02-1552	351	2	of	of	ADP
ajis02-1552	351	3	service	service	NOUN
ajis02-1552	351	4	research	research	NOUN
ajis02-1552	351	5	13(3	13(3	NUM
ajis02-1552	351	6	):	):	PUNCT
ajis02-1552	351	7	267	267	NUM
ajis02-1552	351	8	-	-	SYM
ajis02-1552	351	9	282	282	NUM
ajis02-1552	351	10	.	.	PUNCT
ajis02-1552	352	1	liu	liu	PROPN
ajis02-1552	352	2	,	,	PUNCT
ajis02-1552	352	3	x.	x.	PROPN
ajis02-1552	352	4	,	,	PUNCT
ajis02-1552	352	5	h.	h.	PROPN
ajis02-1552	352	6	shen	shen	PROPN
ajis02-1552	352	7	,	,	PUNCT
ajis02-1552	352	8	f.	f.	PROPN
ajis02-1552	352	9	ma	ma	PROPN
ajis02-1552	352	10	and	and	CCONJ
ajis02-1552	352	11	w.	w.	PROPN
ajis02-1552	352	12	liang	liang	PROPN
ajis02-1552	352	13	(	(	PUNCT
ajis02-1552	352	14	2014	2014	NUM
ajis02-1552	352	15	)	)	PUNCT
ajis02-1552	352	16	.	.	PUNCT
ajis02-1552	353	1	topical	topical	ADJ
ajis02-1552	353	2	influential	influential	ADJ
ajis02-1552	353	3	user	user	NOUN
ajis02-1552	353	4	analysis	analysis	NOUN
ajis02-1552	353	5	with	with	ADP
ajis02-1552	353	6	relationship	relationship	NOUN
ajis02-1552	353	7	strength	strength	NOUN
ajis02-1552	353	8	estimation	estimation	NOUN
ajis02-1552	353	9	in	in	ADP
ajis02-1552	353	10	twitter	twitter	NOUN
ajis02-1552	353	11	.	.	PUNCT
ajis02-1552	354	1	ieee	ieee	PROPN
ajis02-1552	354	2	international	international	PROPN
ajis02-1552	354	3	conference	conference	PROPN
ajis02-1552	354	4	on	on	ADP
ajis02-1552	354	5	data	datum	NOUN
ajis02-1552	354	6	mining	mining	NOUN
ajis02-1552	354	7	workshop	workshop	NOUN
ajis02-1552	354	8	(	(	PUNCT
ajis02-1552	354	9	icdmw	icdmw	PROPN
ajis02-1552	354	10	)	)	PUNCT
ajis02-1552	354	11	,	,	PUNCT
ajis02-1552	354	12	2014	2014	NUM
ajis02-1552	354	13	.	.	PUNCT
ajis02-1552	355	1	mcneill	mcneill	PROPN
ajis02-1552	355	2	,	,	PUNCT
ajis02-1552	355	3	a.	a.	PROPN
ajis02-1552	355	4	r.	r.	PROPN
ajis02-1552	355	5	and	and	CCONJ
ajis02-1552	355	6	p.	p.	PROPN
ajis02-1552	355	7	briggs	briggs	PROPN
ajis02-1552	355	8	(	(	PUNCT
ajis02-1552	355	9	2014	2014	NUM
ajis02-1552	355	10	)	)	PUNCT
ajis02-1552	355	11	.	.	PUNCT
ajis02-1552	356	1	understanding	understand	VERB
ajis02-1552	356	2	twitter	twitter	NOUN
ajis02-1552	356	3	influence	influence	NOUN
ajis02-1552	356	4	in	in	ADP
ajis02-1552	356	5	the	the	DET
ajis02-1552	356	6	health	health	NOUN
ajis02-1552	356	7	domain	domain	NOUN
ajis02-1552	356	8	:	:	PUNCT
ajis02-1552	356	9	a	a	DET
ajis02-1552	356	10	social	social	ADJ
ajis02-1552	356	11	-	-	PUNCT
ajis02-1552	356	12	psychological	psychological	ADJ
ajis02-1552	356	13	contribution	contribution	NOUN
ajis02-1552	356	14	.	.	PUNCT
ajis02-1552	357	1	proceedings	proceeding	NOUN
ajis02-1552	357	2	of	of	ADP
ajis02-1552	357	3	the	the	DET
ajis02-1552	357	4	23rd	23rd	ADJ
ajis02-1552	357	5	international	international	ADJ
ajis02-1552	357	6	conference	conference	NOUN
ajis02-1552	357	7	on	on	ADP
ajis02-1552	357	8	world	world	NOUN
ajis02-1552	357	9	wide	wide	ADJ
ajis02-1552	357	10	web	web	NOUN
ajis02-1552	357	11	.	.	PROPN
ajis02-1552	357	12	seoul	seoul	PROPN
ajis02-1552	357	13	,	,	PUNCT
ajis02-1552	357	14	korea	korea	PROPN
ajis02-1552	357	15	,	,	PUNCT
ajis02-1552	357	16	acm	acm	PROPN
ajis02-1552	357	17	:	:	PUNCT
ajis02-1552	357	18	673	673	NUM
ajis02-1552	357	19	-	-	SYM
ajis02-1552	357	20	678	678	NUM
ajis02-1552	357	21	.	.	PUNCT
ajis02-1552	358	1	montangero	montangero	NOUN
ajis02-1552	358	2	,	,	PUNCT
ajis02-1552	358	3	m.	m.	NOUN
ajis02-1552	358	4	and	and	CCONJ
ajis02-1552	358	5	m.	m.	NOUN
ajis02-1552	358	6	furini	furini	PROPN
ajis02-1552	358	7	(	(	PUNCT
ajis02-1552	358	8	2015	2015	NUM
ajis02-1552	358	9	)	)	PUNCT
ajis02-1552	358	10	.	.	PUNCT
ajis02-1552	359	1	trank	trank	PROPN
ajis02-1552	359	2	:	:	PUNCT
ajis02-1552	359	3	ranking	rank	VERB
ajis02-1552	359	4	twitter	twitter	NOUN
ajis02-1552	359	5	users	user	NOUN
ajis02-1552	359	6	according	accord	VERB
ajis02-1552	359	7	to	to	ADP
ajis02-1552	359	8	specific	specific	ADJ
ajis02-1552	359	9	topics	topic	NOUN
ajis02-1552	359	10	.	.	PUNCT
ajis02-1552	360	1	12th	12th	ADJ
ajis02-1552	360	2	annual	annual	ADJ
ajis02-1552	360	3	ieee	ieee	NOUN
ajis02-1552	360	4	consumer	consumer	NOUN
ajis02-1552	360	5	communications	communication	NOUN
ajis02-1552	360	6	and	and	CCONJ
ajis02-1552	360	7	networking	network	VERB
ajis02-1552	360	8	conference	conference	NOUN
ajis02-1552	360	9	(	(	PUNCT
ajis02-1552	360	10	ccnc	ccnc	PROPN
ajis02-1552	360	11	)	)	PUNCT
ajis02-1552	360	12	,	,	PUNCT
ajis02-1552	360	13	2015	2015	NUM
ajis02-1552	360	14	,	,	PUNCT
ajis02-1552	360	15	ieee	ieee	NOUN
ajis02-1552	360	16	.	.	PUNCT
ajis02-1552	360	17	pal	pal	PROPN
ajis02-1552	360	18	,	,	PUNCT
ajis02-1552	360	19	a.	a.	NOUN
ajis02-1552	360	20	and	and	CCONJ
ajis02-1552	360	21	s.	s.	PROPN
ajis02-1552	360	22	counts	counts	PROPN
ajis02-1552	360	23	(	(	PUNCT
ajis02-1552	360	24	2011	2011	NUM
ajis02-1552	360	25	)	)	PUNCT
ajis02-1552	360	26	.	.	PUNCT
ajis02-1552	361	1	identifying	identify	VERB
ajis02-1552	361	2	topical	topical	ADJ
ajis02-1552	361	3	authorities	authority	NOUN
ajis02-1552	361	4	in	in	ADP
ajis02-1552	361	5	microblogs	microblog	NOUN
ajis02-1552	361	6	.	.	PUNCT
ajis02-1552	362	1	proceedings	proceeding	NOUN
ajis02-1552	362	2	of	of	ADP
ajis02-1552	362	3	the	the	DET
ajis02-1552	362	4	fourth	fourth	PROPN
ajis02-1552	362	5	acm	acm	PROPN
ajis02-1552	362	6	international	international	ADJ
ajis02-1552	362	7	conference	conference	NOUN
ajis02-1552	362	8	on	on	ADP
ajis02-1552	362	9	web	web	NOUN
ajis02-1552	362	10	search	search	NOUN
ajis02-1552	362	11	and	and	CCONJ
ajis02-1552	362	12	data	datum	NOUN
ajis02-1552	362	13	mining	mining	NOUN
ajis02-1552	362	14	.	.	PUNCT
ajis02-1552	363	1	hong	hong	PROPN
ajis02-1552	363	2	kong	kong	PROPN
ajis02-1552	363	3	,	,	PUNCT
ajis02-1552	363	4	china	china	PROPN
ajis02-1552	363	5	,	,	PUNCT
ajis02-1552	363	6	acm	acm	PROPN
ajis02-1552	363	7	:	:	PUNCT
ajis02-1552	363	8	45	45	NUM
ajis02-1552	363	9	-	-	SYM
ajis02-1552	363	10	54	54	NUM
ajis02-1552	363	11	.	.	PUNCT
ajis02-1552	364	1	probst	probst	PROPN
ajis02-1552	364	2	,	,	PUNCT
ajis02-1552	364	3	f.	f.	PROPN
ajis02-1552	364	4	,	,	PUNCT
ajis02-1552	364	5	l.	l.	PROPN
ajis02-1552	364	6	grosswiele	grosswiele	PROPN
ajis02-1552	364	7	and	and	CCONJ
ajis02-1552	364	8	r.	r.	PROPN
ajis02-1552	364	9	pfleger	pfleger	PROPN
ajis02-1552	364	10	(	(	PUNCT
ajis02-1552	364	11	2013	2013	NUM
ajis02-1552	364	12	)	)	PUNCT
ajis02-1552	364	13	.	.	PUNCT
ajis02-1552	365	1	"	"	PUNCT
ajis02-1552	365	2	who	who	PRON
ajis02-1552	365	3	will	will	AUX
ajis02-1552	365	4	lead	lead	VERB
ajis02-1552	365	5	and	and	CCONJ
ajis02-1552	365	6	who	who	PRON
ajis02-1552	365	7	will	will	AUX
ajis02-1552	365	8	follow	follow	VERB
ajis02-1552	365	9	:	:	PUNCT
ajis02-1552	365	10	identifying	identify	VERB
ajis02-1552	365	11	influential	influential	ADJ
ajis02-1552	365	12	users	user	NOUN
ajis02-1552	365	13	in	in	ADP
ajis02-1552	365	14	online	online	ADJ
ajis02-1552	365	15	social	social	ADJ
ajis02-1552	365	16	networks	network	NOUN
ajis02-1552	365	17	.	.	PUNCT
ajis02-1552	365	18	"	"	PUNCT
ajis02-1552	366	1	business	business	NOUN
ajis02-1552	366	2	&	&	CCONJ
ajis02-1552	366	3	information	information	NOUN
ajis02-1552	366	4	systems	system	NOUN
ajis02-1552	366	5	engineering	engineer	VERB
ajis02-1552	366	6	5(3	5(3	NUM
ajis02-1552	366	7	):	):	PUNCT
ajis02-1552	366	8	179	179	NUM
ajis02-1552	366	9	-	-	SYM
ajis02-1552	366	10	193	193	NUM
ajis02-1552	366	11	.	.	PUNCT
ajis02-1552	366	12	riquelme	riquelme	PROPN
ajis02-1552	366	13	,	,	PUNCT
ajis02-1552	366	14	f.	f.	PROPN
ajis02-1552	366	15	(	(	PUNCT
ajis02-1552	366	16	2015	2015	NUM
ajis02-1552	366	17	)	)	PUNCT
ajis02-1552	366	18	.	.	PUNCT
ajis02-1552	367	1	"	"	PUNCT
ajis02-1552	367	2	measuring	measure	VERB
ajis02-1552	367	3	user	user	NOUN
ajis02-1552	367	4	influence	influence	NOUN
ajis02-1552	367	5	on	on	ADP
ajis02-1552	367	6	twitter	twitter	NOUN
ajis02-1552	367	7	:	:	PUNCT
ajis02-1552	367	8	a	a	DET
ajis02-1552	367	9	survey	survey	NOUN
ajis02-1552	367	10	.	.	PUNCT
ajis02-1552	367	11	"	"	PUNCT
ajis02-1552	368	1	arxiv	arxiv	PROPN
ajis02-1552	368	2	preprint	preprint	VERB
ajis02-1552	368	3	arxiv:1508.07951	arxiv:1508.07951	PROPN
ajis02-1552	368	4	.	.	PUNCT
ajis02-1552	369	1	australasian	australasian	ADJ
ajis02-1552	369	2	journal	journal	NOUN
ajis02-1552	369	3	of	of	ADP
ajis02-1552	369	4	information	information	NOUN
ajis02-1552	369	5	systems	systems	PROPN
ajis02-1552	369	6	hamzehei	hamzehei	PROPN
ajis02-1552	369	7	,	,	PUNCT
ajis02-1552	369	8	jiang	jiang	PROPN
ajis02-1552	369	9	,	,	PUNCT
ajis02-1552	369	10	koutra	koutra	PROPN
ajis02-1552	369	11	,	,	PUNCT
ajis02-1552	369	12	wong	wong	PROPN
ajis02-1552	369	13	&	&	CCONJ
ajis02-1552	369	14	chen	chen	PROPN
ajis02-1552	369	15	2017	2017	NUM
ajis02-1552	369	16	,	,	PUNCT
ajis02-1552	369	17	vol	vol	NOUN
ajis02-1552	369	18	21	21	NUM
ajis02-1552	369	19	,	,	PUNCT
ajis02-1552	369	20	selected	select	VERB
ajis02-1552	369	21	papers	paper	NOUN
ajis02-1552	369	22	from	from	ADP
ajis02-1552	369	23	ausdm	ausdm	NOUN
ajis02-1552	369	24	topic	topic	NOUN
ajis02-1552	369	25	-	-	PUNCT
ajis02-1552	369	26	based	base	VERB
ajis02-1552	369	27	social	social	ADJ
ajis02-1552	369	28	influence	influence	NOUN
ajis02-1552	369	29	measurement	measurement	NOUN
ajis02-1552	369	30	14	14	NUM
ajis02-1552	369	31	romero	romero	PROPN
ajis02-1552	369	32	,	,	PUNCT
ajis02-1552	369	33	d.	d.	PROPN
ajis02-1552	369	34	m.	m.	PROPN
ajis02-1552	369	35	,	,	PUNCT
ajis02-1552	369	36	w.	w.	PROPN
ajis02-1552	369	37	galuba	galuba	PROPN
ajis02-1552	369	38	,	,	PUNCT
ajis02-1552	369	39	s.	s.	PROPN
ajis02-1552	369	40	asur	asur	PROPN
ajis02-1552	369	41	and	and	CCONJ
ajis02-1552	369	42	b.	b.	PROPN
ajis02-1552	369	43	a.	a.	PROPN
ajis02-1552	369	44	huberman	huberman	PROPN
ajis02-1552	369	45	(	(	PUNCT
ajis02-1552	369	46	2011	2011	NUM
ajis02-1552	369	47	)	)	PUNCT
ajis02-1552	369	48	.	.	PUNCT
ajis02-1552	370	1	influence	influence	NOUN
ajis02-1552	370	2	and	and	CCONJ
ajis02-1552	370	3	passivity	passivity	NOUN
ajis02-1552	370	4	in	in	ADP
ajis02-1552	370	5	social	social	ADJ
ajis02-1552	370	6	media	medium	NOUN
ajis02-1552	370	7	.	.	PUNCT
ajis02-1552	371	1	machine	machine	NOUN
ajis02-1552	371	2	learning	learning	NOUN
ajis02-1552	371	3	and	and	CCONJ
ajis02-1552	371	4	knowledge	knowledge	NOUN
ajis02-1552	371	5	discovery	discovery	NOUN
ajis02-1552	371	6	in	in	ADP
ajis02-1552	371	7	databases	database	NOUN
ajis02-1552	371	8	:	:	PUNCT
ajis02-1552	371	9	european	european	ADJ
ajis02-1552	371	10	conference	conference	NOUN
ajis02-1552	371	11	,	,	PUNCT
ajis02-1552	371	12	ecml	ecml	PROPN
ajis02-1552	371	13	pkdd	pkdd	NOUN
ajis02-1552	371	14	2011	2011	NUM
ajis02-1552	371	15	,	,	PUNCT
ajis02-1552	371	16	athens	athens	PROPN
ajis02-1552	371	17	,	,	PUNCT
ajis02-1552	371	18	greece	greece	PROPN
ajis02-1552	371	19	,	,	PUNCT
ajis02-1552	371	20	september	september	PROPN
ajis02-1552	371	21	5	5	NUM
ajis02-1552	371	22	-	-	SYM
ajis02-1552	371	23	9	9	NUM
ajis02-1552	371	24	,	,	PUNCT
ajis02-1552	371	25	2011	2011	NUM
ajis02-1552	371	26	,	,	PUNCT
ajis02-1552	371	27	proceedings	proceeding	NOUN
ajis02-1552	371	28	,	,	PUNCT
ajis02-1552	371	29	part	part	NOUN
ajis02-1552	371	30	iii	iii	PROPN
ajis02-1552	371	31	.	.	PUNCT
ajis02-1552	372	1	d.	d.	PROPN
ajis02-1552	372	2	gunopulos	gunopulo	VERB
ajis02-1552	372	3	,	,	PUNCT
ajis02-1552	372	4	t.	t.	PROPN
ajis02-1552	372	5	hofmann	hofmann	PROPN
ajis02-1552	372	6	,	,	PUNCT
ajis02-1552	372	7	d.	d.	PROPN
ajis02-1552	372	8	malerba	malerba	PROPN
ajis02-1552	372	9	and	and	CCONJ
ajis02-1552	372	10	m.	m.	NOUN
ajis02-1552	372	11	vazirgiannis	vazirgiannis	PROPN
ajis02-1552	372	12	.	.	PUNCT
ajis02-1552	373	1	berlin	berlin	PROPN
ajis02-1552	373	2	,	,	PUNCT
ajis02-1552	373	3	heidelberg	heidelberg	PROPN
ajis02-1552	373	4	,	,	PUNCT
ajis02-1552	373	5	springer	springer	NOUN
ajis02-1552	373	6	berlin	berlin	PROPN
ajis02-1552	373	7	heidelberg	heidelberg	PROPN
ajis02-1552	373	8	:	:	PUNCT
ajis02-1552	373	9	18	18	NUM
ajis02-1552	373	10	-	-	SYM
ajis02-1552	373	11	33	33	NUM
ajis02-1552	373	12	.	.	PUNCT
ajis02-1552	374	1	sung	sung	PROPN
ajis02-1552	374	2	,	,	PUNCT
ajis02-1552	374	3	j.	j.	PROPN
ajis02-1552	374	4	,	,	PUNCT
ajis02-1552	374	5	s.	s.	PROPN
ajis02-1552	374	6	moon	moon	PROPN
ajis02-1552	374	7	and	and	CCONJ
ajis02-1552	374	8	j.-g	j.-g	PROPN
ajis02-1552	374	9	.	.	PUNCT
ajis02-1552	375	1	lee	lee	PROPN
ajis02-1552	375	2	(	(	PUNCT
ajis02-1552	375	3	2013	2013	NUM
ajis02-1552	375	4	)	)	PUNCT
ajis02-1552	375	5	.	.	PUNCT
ajis02-1552	376	1	the	the	DET
ajis02-1552	376	2	influence	influence	NOUN
ajis02-1552	376	3	in	in	ADP
ajis02-1552	376	4	twitter	twitter	NOUN
ajis02-1552	376	5	:	:	PUNCT
ajis02-1552	376	6	are	be	AUX
ajis02-1552	376	7	they	they	PRON
ajis02-1552	376	8	really	really	ADV
ajis02-1552	376	9	influenced	influence	VERB
ajis02-1552	376	10	?	?	PUNCT
ajis02-1552	377	1	behavior	behavior	NOUN
ajis02-1552	377	2	and	and	CCONJ
ajis02-1552	377	3	social	social	ADJ
ajis02-1552	377	4	computing	computing	NOUN
ajis02-1552	377	5	,	,	PUNCT
ajis02-1552	377	6	springer	springer	NOUN
ajis02-1552	377	7	:	:	PUNCT
ajis02-1552	377	8	95	95	NUM
ajis02-1552	377	9	-	-	SYM
ajis02-1552	377	10	105	105	NUM
ajis02-1552	377	11	.	.	PUNCT
ajis02-1552	377	12	welch	welch	PROPN
ajis02-1552	377	13	,	,	PUNCT
ajis02-1552	377	14	m.	m.	PROPN
ajis02-1552	377	15	j.	j.	PROPN
ajis02-1552	377	16	,	,	PUNCT
ajis02-1552	377	17	u.	u.	PROPN
ajis02-1552	377	18	schonfeld	schonfeld	PROPN
ajis02-1552	377	19	,	,	PUNCT
ajis02-1552	377	20	d.	d.	PROPN
ajis02-1552	377	21	he	he	PROPN
ajis02-1552	377	22	and	and	CCONJ
ajis02-1552	377	23	j.	j.	PROPN
ajis02-1552	377	24	cho	cho	PROPN
ajis02-1552	377	25	(	(	PUNCT
ajis02-1552	377	26	2011	2011	NUM
ajis02-1552	377	27	)	)	PUNCT
ajis02-1552	377	28	.	.	PUNCT
ajis02-1552	378	1	topical	topical	ADJ
ajis02-1552	378	2	semantics	semantic	NOUN
ajis02-1552	378	3	of	of	ADP
ajis02-1552	378	4	twitter	twitter	NOUN
ajis02-1552	378	5	links	link	NOUN
ajis02-1552	378	6	.	.	PUNCT
ajis02-1552	379	1	proceedings	proceeding	NOUN
ajis02-1552	379	2	of	of	ADP
ajis02-1552	379	3	the	the	DET
ajis02-1552	379	4	fourth	fourth	PROPN
ajis02-1552	379	5	acm	acm	PROPN
ajis02-1552	379	6	international	international	ADJ
ajis02-1552	379	7	conference	conference	NOUN
ajis02-1552	379	8	on	on	ADP
ajis02-1552	379	9	web	web	NOUN
ajis02-1552	379	10	search	search	NOUN
ajis02-1552	379	11	and	and	CCONJ
ajis02-1552	379	12	data	datum	NOUN
ajis02-1552	379	13	mining	mining	NOUN
ajis02-1552	379	14	.	.	PUNCT
ajis02-1552	380	1	hong	hong	PROPN
ajis02-1552	380	2	kong	kong	PROPN
ajis02-1552	380	3	,	,	PUNCT
ajis02-1552	380	4	china	china	PROPN
ajis02-1552	380	5	,	,	PUNCT
ajis02-1552	380	6	acm	acm	PROPN
ajis02-1552	380	7	:	:	PUNCT
ajis02-1552	380	8	327	327	NUM
ajis02-1552	380	9	-	-	SYM
ajis02-1552	380	10	336	336	NUM
ajis02-1552	380	11	.	.	PUNCT
ajis02-1552	381	1	weng	weng	PROPN
ajis02-1552	381	2	,	,	PUNCT
ajis02-1552	381	3	j.	j.	PROPN
ajis02-1552	381	4	,	,	PUNCT
ajis02-1552	381	5	e.-p	e.-p	PROPN
ajis02-1552	381	6	.	.	PUNCT
ajis02-1552	382	1	lim	lim	PROPN
ajis02-1552	382	2	,	,	PUNCT
ajis02-1552	382	3	j.	j.	PROPN
ajis02-1552	382	4	jiang	jiang	PROPN
ajis02-1552	382	5	and	and	CCONJ
ajis02-1552	382	6	q.	q.	PROPN
ajis02-1552	382	7	he	he	PRON
ajis02-1552	382	8	(	(	PUNCT
ajis02-1552	382	9	2010	2010	NUM
ajis02-1552	382	10	)	)	PUNCT
ajis02-1552	382	11	.	.	PUNCT
ajis02-1552	383	1	twitterrank	twitterrank	PROPN
ajis02-1552	383	2	:	:	PUNCT
ajis02-1552	383	3	finding	find	VERB
ajis02-1552	383	4	topic	topic	NOUN
ajis02-1552	383	5	-	-	PUNCT
ajis02-1552	383	6	sensitive	sensitive	ADJ
ajis02-1552	383	7	influential	influential	ADJ
ajis02-1552	383	8	twitterers	twitterer	NOUN
ajis02-1552	383	9	.	.	PUNCT
ajis02-1552	384	1	proceedings	proceeding	NOUN
ajis02-1552	384	2	of	of	ADP
ajis02-1552	384	3	the	the	DET
ajis02-1552	384	4	third	third	ADJ
ajis02-1552	384	5	acm	acm	PROPN
ajis02-1552	384	6	international	international	ADJ
ajis02-1552	384	7	conference	conference	NOUN
ajis02-1552	384	8	on	on	ADP
ajis02-1552	384	9	web	web	NOUN
ajis02-1552	384	10	search	search	NOUN
ajis02-1552	384	11	and	and	CCONJ
ajis02-1552	384	12	data	datum	NOUN
ajis02-1552	384	13	mining	mining	NOUN
ajis02-1552	384	14	.	.	PUNCT
ajis02-1552	385	1	new	new	PROPN
ajis02-1552	385	2	york	york	PROPN
ajis02-1552	385	3	,	,	PUNCT
ajis02-1552	385	4	new	new	PROPN
ajis02-1552	385	5	york	york	PROPN
ajis02-1552	385	6	,	,	PUNCT
ajis02-1552	385	7	usa	usa	PROPN
ajis02-1552	385	8	,	,	PUNCT
ajis02-1552	385	9	acm	acm	PROPN
ajis02-1552	385	10	:	:	PUNCT
ajis02-1552	385	11	261	261	NUM
ajis02-1552	385	12	-	-	SYM
ajis02-1552	385	13	270	270	NUM
ajis02-1552	385	14	.	.	PUNCT
ajis02-1552	386	1	xiao	xiao	PROPN
ajis02-1552	386	2	,	,	PUNCT
ajis02-1552	386	3	f.	f.	PROPN
ajis02-1552	386	4	,	,	PUNCT
ajis02-1552	386	5	t.	t.	PROPN
ajis02-1552	386	6	noro	noro	PROPN
ajis02-1552	386	7	and	and	CCONJ
ajis02-1552	386	8	t.	t.	PROPN
ajis02-1552	386	9	tokuda	tokuda	PROPN
ajis02-1552	386	10	(	(	PUNCT
ajis02-1552	386	11	2014	2014	NUM
ajis02-1552	386	12	)	)	PUNCT
ajis02-1552	386	13	.	.	PUNCT
ajis02-1552	387	1	"	"	PUNCT
ajis02-1552	387	2	finding	find	VERB
ajis02-1552	387	3	news	news	NOUN
ajis02-1552	387	4	-	-	PUNCT
ajis02-1552	387	5	topic	topic	NOUN
ajis02-1552	387	6	oriented	orient	VERB
ajis02-1552	387	7	influential	influential	ADJ
ajis02-1552	387	8	twitter	twitter	NOUN
ajis02-1552	387	9	users	user	NOUN
ajis02-1552	387	10	based	base	VERB
ajis02-1552	387	11	on	on	ADP
ajis02-1552	387	12	topic	topic	NOUN
ajis02-1552	387	13	related	relate	VERB
ajis02-1552	387	14	hashtag	hashtag	NOUN
ajis02-1552	387	15	community	community	NOUN
ajis02-1552	387	16	detection	detection	NOUN
ajis02-1552	387	17	.	.	PUNCT
ajis02-1552	387	18	"	"	PUNCT
ajis02-1552	388	1	j.	j.	PROPN
ajis02-1552	388	2	web	web	PROPN
ajis02-1552	388	3	eng	eng	PROPN
ajis02-1552	388	4	.	.	PUNCT
ajis02-1552	389	1	13(5	13(5	NUM
ajis02-1552	389	2	-	-	SYM
ajis02-1552	389	3	6	6	NUM
ajis02-1552	389	4	):	):	PUNCT
ajis02-1552	389	5	405	405	NUM
ajis02-1552	389	6	-	-	SYM
ajis02-1552	389	7	429	429	NUM
ajis02-1552	389	8	.	.	PUNCT
ajis02-1552	390	1	copyright	copyright	NOUN
ajis02-1552	390	2	:	:	PUNCT
ajis02-1552	390	3	©	©	PROPN
ajis02-1552	390	4	2017	2017	NUM
ajis02-1552	390	5	hamzehei	hamzehei	PROPN
ajis02-1552	390	6	,	,	PUNCT
ajis02-1552	390	7	jiang	jiang	PROPN
ajis02-1552	390	8	,	,	PUNCT
ajis02-1552	390	9	koutra	koutra	PROPN
ajis02-1552	390	10	,	,	PUNCT
ajis02-1552	390	11	wong	wong	PROPN
ajis02-1552	390	12	&	&	CCONJ
ajis02-1552	390	13	chen	chen	PROPN
ajis02-1552	390	14	.	.	PUNCT
ajis02-1552	391	1	this	this	PRON
ajis02-1552	391	2	is	be	AUX
ajis02-1552	391	3	an	an	DET
ajis02-1552	391	4	open	open	ADJ
ajis02-1552	391	5	-	-	PUNCT
ajis02-1552	391	6	access	access	NOUN
ajis02-1552	391	7	article	article	NOUN
ajis02-1552	391	8	distributed	distribute	VERB
ajis02-1552	391	9	under	under	ADP
ajis02-1552	391	10	the	the	DET
ajis02-1552	391	11	terms	term	NOUN
ajis02-1552	391	12	of	of	ADP
ajis02-1552	391	13	the	the	DET
ajis02-1552	391	14	creative	creative	ADJ
ajis02-1552	391	15	commons	common	NOUN
ajis02-1552	391	16	attribution	attribution	NOUN
ajis02-1552	391	17	-	-	PUNCT
ajis02-1552	391	18	noncommercial	noncommercial	ADJ
ajis02-1552	391	19	3.0	3.0	NUM
ajis02-1552	391	20	australia	australia	NOUN
ajis02-1552	391	21	license	license	NOUN
ajis02-1552	391	22	,	,	PUNCT
ajis02-1552	391	23	which	which	PRON
ajis02-1552	391	24	permits	permit	VERB
ajis02-1552	391	25	non	non	ADJ
ajis02-1552	391	26	-	-	ADJ
ajis02-1552	391	27	commercial	commercial	ADJ
ajis02-1552	391	28	use	use	NOUN
ajis02-1552	391	29	,	,	PUNCT
ajis02-1552	391	30	distribution	distribution	NOUN
ajis02-1552	391	31	,	,	PUNCT
ajis02-1552	391	32	and	and	CCONJ
ajis02-1552	391	33	reproduction	reproduction	NOUN
ajis02-1552	391	34	in	in	ADP
ajis02-1552	391	35	any	any	DET
ajis02-1552	391	36	medium	medium	NOUN
ajis02-1552	391	37	,	,	PUNCT
ajis02-1552	391	38	provided	provide	VERB
ajis02-1552	391	39	the	the	DET
ajis02-1552	391	40	original	original	ADJ
ajis02-1552	391	41	author	author	NOUN
ajis02-1552	391	42	and	and	CCONJ
ajis02-1552	391	43	ajis	ajis	ADV
ajis02-1552	391	44	are	be	AUX
ajis02-1552	391	45	credited	credit	VERB
ajis02-1552	391	46	.	.	PUNCT
ajis02-1552	392	1	http://creativecommons.org/licenses/by-nc/3.0/au/	http://creativecommons.org/licenses/by-nc/3.0/au/	ADV
ajis02-1552	392	2	http://creativecommons.org/licenses/by-nc/3.0/au/	http://creativecommons.org/licenses/by-nc/3.0/au/	NOUN