id	sid	tid	token	lemma	pos
fbem-30516	1	1	frontiers	frontier	NOUN
fbem-30516	1	2	in	in	ADP
fbem-30516	1	3	business	business	NOUN
fbem-30516	1	4	,	,	PUNCT
fbem-30516	1	5	economics	economic	NOUN
fbem-30516	1	6	and	and	CCONJ
fbem-30516	1	7	management	management	NOUN
fbem-30516	1	8	issn	issn	PROPN
fbem-30516	1	9	:	:	PUNCT
fbem-30516	1	10	2766	2766	NUM
fbem-30516	1	11	-	-	PUNCT
fbem-30516	1	12	824x	824x	NUM
fbem-30516	1	13	|	|	ADJ
fbem-30516	1	14	vol	vol	NOUN
fbem-30516	1	15	.	.	PROPN
fbem-30516	2	1	19	19	NUM
fbem-30516	2	2	,	,	PUNCT
fbem-30516	2	3	no	no	INTJ
fbem-30516	2	4	.	.	NOUN
fbem-30516	2	5	1	1	NUM
fbem-30516	2	6	,	,	PUNCT
fbem-30516	2	7	2025	2025	NUM
fbem-30516	2	8	106	106	NUM
fbem-30516	2	9	application	application	NOUN
fbem-30516	2	10	of	of	ADP
fbem-30516	2	11	complex	complex	ADJ
fbem-30516	2	12	network	network	NOUN
fbem-30516	2	13	theory	theory	NOUN
fbem-30516	2	14	to	to	ADP
fbem-30516	2	15	social	social	ADJ
fbem-30516	2	16	fission	fission	NOUN
fbem-30516	2	17	propagation	propagation	NOUN
fbem-30516	2	18	of	of	ADP
fbem-30516	2	19	games	game	NOUN
fbem-30516	2	20	:	:	PUNCT
fbem-30516	2	21	a	a	DET
fbem-30516	2	22	propagation	propagation	NOUN
fbem-30516	2	23	efficacy	efficacy	NOUN
fbem-30516	2	24	evaluation	evaluation	NOUN
fbem-30516	2	25	system	system	NOUN
fbem-30516	2	26	based	base	VERB
fbem-30516	2	27	on	on	ADP
fbem-30516	2	28	node	node	ADJ
fbem-30516	2	29	centrality	centrality	NOUN
fbem-30516	2	30	and	and	CCONJ
fbem-30516	2	31	information	information	NOUN
fbem-30516	2	32	entropy	entropy	PROPN
fbem-30516	2	33	lina	lina	PROPN
fbem-30516	2	34	li	li	PROPN
fbem-30516	2	35	marketing	marketing	PROPN
fbem-30516	2	36	planning	planning	PROPN
fbem-30516	2	37	and	and	CCONJ
fbem-30516	2	38	development	development	PROPN
fbem-30516	2	39	research	research	PROPN
fbem-30516	2	40	institute	institute	PROPN
fbem-30516	2	41	,	,	PUNCT
fbem-30516	2	42	huaxia	huaxia	PROPN
fbem-30516	2	43	academy	academy	NOUN
fbem-30516	2	44	of	of	ADP
fbem-30516	2	45	innovation	innovation	NOUN
fbem-30516	2	46	entrepreneurship	entrepreneurship	NOUN
fbem-30516	2	47	,	,	PUNCT
fbem-30516	2	48	beijing	beijing	PROPN
fbem-30516	2	49	,	,	PUNCT
fbem-30516	2	50	china	china	PROPN
fbem-30516	2	51	gongzuo1232024@126.com	gongzuo1232024@126.com	PROPN
fbem-30516	2	52	abstract	abstract	NOUN
fbem-30516	2	53	:	:	PUNCT
fbem-30516	2	54	game	game	NOUN
fbem-30516	2	55	social	social	ADJ
fbem-30516	2	56	fission	fission	NOUN
fbem-30516	2	57	propagation	propagation	NOUN
fbem-30516	2	58	,	,	PUNCT
fbem-30516	2	59	as	as	ADP
fbem-30516	2	60	a	a	DET
fbem-30516	2	61	new	new	ADJ
fbem-30516	2	62	type	type	NOUN
fbem-30516	2	63	of	of	ADP
fbem-30516	2	64	marketing	marketing	NOUN
fbem-30516	2	65	method	method	NOUN
fbem-30516	2	66	,	,	PUNCT
fbem-30516	2	67	requires	require	VERB
fbem-30516	2	68	a	a	DET
fbem-30516	2	69	scientific	scientific	ADJ
fbem-30516	2	70	efficacy	efficacy	NOUN
fbem-30516	2	71	assessment	assessment	NOUN
fbem-30516	2	72	method	method	NOUN
fbem-30516	2	73	.	.	PUNCT
fbem-30516	3	1	the	the	DET
fbem-30516	3	2	communication	communication	NOUN
fbem-30516	3	3	effectiveness	effectiveness	NOUN
fbem-30516	3	4	assessment	assessment	NOUN
fbem-30516	3	5	system	system	NOUN
fbem-30516	3	6	constructed	construct	VERB
fbem-30516	3	7	based	base	VERB
fbem-30516	3	8	on	on	ADP
fbem-30516	3	9	complex	complex	ADJ
fbem-30516	3	10	network	network	NOUN
fbem-30516	3	11	theory	theory	NOUN
fbem-30516	3	12	identifies	identify	VERB
fbem-30516	3	13	key	key	ADJ
fbem-30516	3	14	communicators	communicator	NOUN
fbem-30516	3	15	through	through	ADP
fbem-30516	3	16	node	node	ADJ
fbem-30516	3	17	centrality	centrality	NOUN
fbem-30516	3	18	and	and	CCONJ
fbem-30516	3	19	quantifies	quantifie	NOUN
fbem-30516	3	20	communication	communication	NOUN
fbem-30516	3	21	diversity	diversity	NOUN
fbem-30516	3	22	using	use	VERB
fbem-30516	3	23	information	information	NOUN
fbem-30516	3	24	entropy	entropy	NOUN
fbem-30516	3	25	.	.	PUNCT
fbem-30516	4	1	empirical	empirical	ADJ
fbem-30516	4	2	studies	study	NOUN
fbem-30516	4	3	show	show	VERB
fbem-30516	4	4	that	that	SCONJ
fbem-30516	4	5	this	this	DET
fbem-30516	4	6	evaluation	evaluation	NOUN
fbem-30516	4	7	system	system	NOUN
fbem-30516	4	8	can	can	AUX
fbem-30516	4	9	effectively	effectively	ADV
fbem-30516	4	10	predict	predict	VERB
fbem-30516	4	11	communication	communication	NOUN
fbem-30516	4	12	trends	trend	NOUN
fbem-30516	4	13	and	and	CCONJ
fbem-30516	4	14	optimise	optimise	ADJ
fbem-30516	4	15	communication	communication	NOUN
fbem-30516	4	16	strategies	strategy	NOUN
fbem-30516	4	17	.	.	PUNCT
fbem-30516	5	1	in	in	ADP
fbem-30516	5	2	the	the	DET
fbem-30516	5	3	hearthstone	hearthstone	PROPN
fbem-30516	5	4	legend	legend	NOUN
fbem-30516	5	5	new	new	ADJ
fbem-30516	5	6	card	card	NOUN
fbem-30516	5	7	pack	pack	NOUN
fbem-30516	5	8	release	release	NOUN
fbem-30516	5	9	event	event	NOUN
fbem-30516	5	10	,	,	PUNCT
fbem-30516	5	11	the	the	DET
fbem-30516	5	12	adoption	adoption	NOUN
fbem-30516	5	13	of	of	ADP
fbem-30516	5	14	this	this	DET
fbem-30516	5	15	evaluation	evaluation	NOUN
fbem-30516	5	16	system	system	NOUN
fbem-30516	5	17	increases	increase	VERB
fbem-30516	5	18	the	the	DET
fbem-30516	5	19	number	number	NOUN
fbem-30516	5	20	of	of	ADP
fbem-30516	5	21	event	event	NOUN
fbem-30516	5	22	participants	participant	NOUN
fbem-30516	5	23	by	by	ADP
fbem-30516	5	24	35	35	NUM
fbem-30516	5	25	%	%	NOUN
fbem-30516	5	26	,	,	PUNCT
fbem-30516	5	27	which	which	PRON
fbem-30516	5	28	verifies	verify	VERB
fbem-30516	5	29	the	the	DET
fbem-30516	5	30	practical	practical	ADJ
fbem-30516	5	31	value	value	NOUN
fbem-30516	5	32	of	of	ADP
fbem-30516	5	33	the	the	DET
fbem-30516	5	34	evaluation	evaluation	NOUN
fbem-30516	5	35	method	method	NOUN
fbem-30516	5	36	.	.	PUNCT
fbem-30516	6	1	keywords	keyword	NOUN
fbem-30516	6	2	:	:	PUNCT
fbem-30516	6	3	game	game	NOUN
fbem-30516	6	4	social	social	ADJ
fbem-30516	6	5	fission	fission	NOUN
fbem-30516	6	6	;	;	PUNCT
fbem-30516	6	7	complex	complex	ADJ
fbem-30516	6	8	network	network	NOUN
fbem-30516	6	9	;	;	PUNCT
fbem-30516	6	10	node	node	ADJ
fbem-30516	6	11	centrality	centrality	NOUN
fbem-30516	6	12	;	;	PUNCT
fbem-30516	6	13	information	information	NOUN
fbem-30516	6	14	entropy	entropy	NOUN
fbem-30516	6	15	.	.	PUNCT
fbem-30516	7	1	1	1	X
fbem-30516	7	2	.	.	X
fbem-30516	7	3	introduction	introduction	NOUN
fbem-30516	7	4	as	as	ADP
fbem-30516	7	5	an	an	DET
fbem-30516	7	6	emerging	emerge	VERB
fbem-30516	7	7	game	game	NOUN
fbem-30516	7	8	marketing	marketing	NOUN
fbem-30516	7	9	method	method	NOUN
fbem-30516	7	10	,	,	PUNCT
fbem-30516	7	11	social	social	ADJ
fbem-30516	7	12	fission	fission	NOUN
fbem-30516	7	13	communication	communication	NOUN
fbem-30516	7	14	has	have	AUX
fbem-30516	7	15	become	become	VERB
fbem-30516	7	16	an	an	DET
fbem-30516	7	17	important	important	ADJ
fbem-30516	7	18	means	mean	NOUN
fbem-30516	7	19	of	of	ADP
fbem-30516	7	20	acquiring	acquire	VERB
fbem-30516	7	21	users	user	NOUN
fbem-30516	7	22	in	in	ADP
fbem-30516	7	23	the	the	DET
fbem-30516	7	24	game	game	NOUN
fbem-30516	7	25	industry	industry	NOUN
fbem-30516	7	26	by	by	ADP
fbem-30516	7	27	realising	realise	VERB
fbem-30516	7	28	the	the	DET
fbem-30516	7	29	rapid	rapid	ADJ
fbem-30516	7	30	growth	growth	NOUN
fbem-30516	7	31	of	of	ADP
fbem-30516	7	32	user	user	NOUN
fbem-30516	7	33	scale	scale	NOUN
fbem-30516	7	34	through	through	ADP
fbem-30516	7	35	players	player	NOUN
fbem-30516	7	36	'	'	PART
fbem-30516	7	37	social	social	ADJ
fbem-30516	7	38	network.in	network.in	X
fbem-30516	7	39	2023	2023	NUM
fbem-30516	7	40	,	,	PUNCT
fbem-30516	7	41	the	the	DET
fbem-30516	7	42	size	size	NOUN
fbem-30516	7	43	of	of	ADP
fbem-30516	7	44	the	the	DET
fbem-30516	7	45	global	global	ADJ
fbem-30516	7	46	game	game	NOUN
fbem-30516	7	47	market	market	NOUN
fbem-30516	7	48	will	will	AUX
fbem-30516	7	49	reach	reach	VERB
fbem-30516	7	50	$	$	SYM
fbem-30516	7	51	247.9	247.9	NUM
fbem-30516	7	52	billion	billion	NUM
fbem-30516	7	53	,	,	PUNCT
fbem-30516	7	54	of	of	ADP
fbem-30516	7	55	which	which	PRON
fbem-30516	7	56	the	the	DET
fbem-30516	7	57	user	user	NOUN
fbem-30516	7	58	growth	growth	NOUN
fbem-30516	7	59	brought	bring	VERB
fbem-30516	7	60	by	by	ADP
fbem-30516	7	61	social	social	ADJ
fbem-30516	7	62	fission	fission	NOUN
fbem-30516	7	63	communication	communication	NOUN
fbem-30516	7	64	will	will	AUX
fbem-30516	7	65	account	account	VERB
fbem-30516	7	66	for	for	ADP
fbem-30516	7	67	more	more	ADJ
fbem-30516	7	68	than	than	ADP
fbem-30516	7	69	35	35	NUM
fbem-30516	7	70	%	%	NOUN
fbem-30516	7	71	.	.	PUNCT
fbem-30516	8	1	complex	complex	ADJ
fbem-30516	8	2	network	network	NOUN
fbem-30516	8	3	theory	theory	NOUN
fbem-30516	8	4	provides	provide	VERB
fbem-30516	8	5	scientific	scientific	ADJ
fbem-30516	8	6	tools	tool	NOUN
fbem-30516	8	7	for	for	ADP
fbem-30516	8	8	analysing	analyse	VERB
fbem-30516	8	9	social	social	ADJ
fbem-30516	8	10	fission	fission	NOUN
fbem-30516	8	11	propagation	propagation	NOUN
fbem-30516	8	12	,	,	PUNCT
fbem-30516	8	13	which	which	PRON
fbem-30516	8	14	can	can	AUX
fbem-30516	8	15	reveal	reveal	VERB
fbem-30516	8	16	the	the	DET
fbem-30516	8	17	structural	structural	ADJ
fbem-30516	8	18	characteristics	characteristic	NOUN
fbem-30516	8	19	of	of	ADP
fbem-30516	8	20	players	player	NOUN
fbem-30516	8	21	'	'	PART
fbem-30516	8	22	social	social	ADJ
fbem-30516	8	23	networks	network	NOUN
fbem-30516	8	24	,	,	PUNCT
fbem-30516	8	25	quantify	quantify	VERB
fbem-30516	8	26	the	the	DET
fbem-30516	8	27	influence	influence	NOUN
fbem-30516	8	28	of	of	ADP
fbem-30516	8	29	nodes	node	NOUN
fbem-30516	8	30	,	,	PUNCT
fbem-30516	8	31	and	and	CCONJ
fbem-30516	8	32	predict	predict	VERB
fbem-30516	8	33	the	the	DET
fbem-30516	8	34	information	information	NOUN
fbem-30516	8	35	propagation	propagation	NOUN
fbem-30516	8	36	path	path	NOUN
fbem-30516	8	37	.	.	PUNCT
fbem-30516	9	1	this	this	DET
fbem-30516	9	2	study	study	NOUN
fbem-30516	9	3	aims	aim	VERB
fbem-30516	9	4	to	to	PART
fbem-30516	9	5	construct	construct	VERB
fbem-30516	9	6	a	a	DET
fbem-30516	9	7	communication	communication	NOUN
fbem-30516	9	8	effectiveness	effectiveness	NOUN
fbem-30516	9	9	evaluation	evaluation	NOUN
fbem-30516	9	10	system	system	NOUN
fbem-30516	9	11	based	base	VERB
fbem-30516	9	12	on	on	ADP
fbem-30516	9	13	node	node	ADJ
fbem-30516	9	14	centrality	centrality	NOUN
fbem-30516	9	15	and	and	CCONJ
fbem-30516	9	16	information	information	NOUN
fbem-30516	9	17	entropy	entropy	NOUN
fbem-30516	9	18	,	,	PUNCT
fbem-30516	9	19	and	and	CCONJ
fbem-30516	9	20	provide	provide	VERB
fbem-30516	9	21	communication	communication	NOUN
fbem-30516	9	22	effectiveness	effectiveness	NOUN
fbem-30516	9	23	evaluation	evaluation	NOUN
fbem-30516	9	24	and	and	CCONJ
fbem-30516	9	25	optimisation	optimisation	NOUN
fbem-30516	9	26	solutions	solution	NOUN
fbem-30516	9	27	for	for	ADP
fbem-30516	9	28	game	game	NOUN
fbem-30516	9	29	operation	operation	NOUN
fbem-30516	9	30	by	by	ADP
fbem-30516	9	31	combining	combine	VERB
fbem-30516	9	32	the	the	DET
fbem-30516	9	33	topological	topological	ADJ
fbem-30516	9	34	features	feature	NOUN
fbem-30516	9	35	of	of	ADP
fbem-30516	9	36	social	social	ADJ
fbem-30516	9	37	networks	network	NOUN
fbem-30516	9	38	and	and	CCONJ
fbem-30516	9	39	information	information	NOUN
fbem-30516	9	40	dissemination	dissemination	NOUN
fbem-30516	9	41	characteristics	characteristic	NOUN
fbem-30516	9	42	,	,	PUNCT
fbem-30516	9	43	so	so	SCONJ
fbem-30516	9	44	as	as	SCONJ
fbem-30516	9	45	to	to	PART
fbem-30516	9	46	promote	promote	VERB
fbem-30516	9	47	the	the	DET
fbem-30516	9	48	innovation	innovation	NOUN
fbem-30516	9	49	of	of	ADP
fbem-30516	9	50	marketing	marketing	NOUN
fbem-30516	9	51	methods	method	NOUN
fbem-30516	9	52	in	in	ADP
fbem-30516	9	53	the	the	DET
fbem-30516	9	54	game	game	NOUN
fbem-30516	9	55	industry	industry	NOUN
fbem-30516	9	56	.	.	PUNCT
fbem-30516	10	1	2	2	X
fbem-30516	10	2	.	.	X
fbem-30516	10	3	literature	literature	NOUN
fbem-30516	10	4	review	review	VERB
fbem-30516	10	5	2.1	2.1	NUM
fbem-30516	10	6	.	.	PUNCT
fbem-30516	11	1	complex	complex	ADJ
fbem-30516	11	2	network	network	NOUN
fbem-30516	11	3	theory	theory	NOUN
fbem-30516	11	4	complex	complex	ADJ
fbem-30516	11	5	network	network	NOUN
fbem-30516	11	6	theory	theory	NOUN
fbem-30516	11	7	originates	originate	VERB
fbem-30516	11	8	from	from	ADP
fbem-30516	11	9	the	the	DET
fbem-30516	11	10	study	study	NOUN
fbem-30516	11	11	of	of	ADP
fbem-30516	11	12	graph	graph	NOUN
fbem-30516	11	13	theory	theory	NOUN
fbem-30516	11	14	,	,	PUNCT
fbem-30516	11	15	which	which	PRON
fbem-30516	11	16	describes	describe	VERB
fbem-30516	11	17	complex	complex	ADJ
fbem-30516	11	18	systems	system	NOUN
fbem-30516	11	19	in	in	ADP
fbem-30516	11	20	the	the	DET
fbem-30516	11	21	real	real	ADJ
fbem-30516	11	22	world	world	NOUN
fbem-30516	11	23	through	through	ADP
fbem-30516	11	24	the	the	DET
fbem-30516	11	25	mathematical	mathematical	ADJ
fbem-30516	11	26	abstraction	abstraction	NOUN
fbem-30516	11	27	of	of	ADP
fbem-30516	11	28	nodes	node	NOUN
fbem-30516	11	29	and	and	CCONJ
fbem-30516	11	30	edges	edge	NOUN
fbem-30516	11	31	.	.	PUNCT
fbem-30516	12	1	in	in	ADP
fbem-30516	12	2	social	social	ADJ
fbem-30516	12	3	network	network	NOUN
fbem-30516	12	4	analysis	analysis	NOUN
fbem-30516	12	5	,	,	PUNCT
fbem-30516	12	6	nodes	node	NOUN
fbem-30516	12	7	represent	represent	VERB
fbem-30516	12	8	individual	individual	ADJ
fbem-30516	12	9	users	user	NOUN
fbem-30516	12	10	and	and	CCONJ
fbem-30516	12	11	edges	edge	NOUN
fbem-30516	12	12	represent	represent	VERB
fbem-30516	12	13	interactions	interaction	NOUN
fbem-30516	12	14	between	between	ADP
fbem-30516	12	15	users	user	NOUN
fbem-30516	12	16	.	.	PUNCT
fbem-30516	13	1	node	node	ADJ
fbem-30516	13	2	centrality	centrality	NOUN
fbem-30516	13	3	is	be	AUX
fbem-30516	13	4	a	a	DET
fbem-30516	13	5	key	key	ADJ
fbem-30516	13	6	indicator	indicator	NOUN
fbem-30516	13	7	of	of	ADP
fbem-30516	13	8	the	the	DET
fbem-30516	13	9	importance	importance	NOUN
fbem-30516	13	10	of	of	ADP
fbem-30516	13	11	nodes	node	NOUN
fbem-30516	13	12	in	in	ADP
fbem-30516	13	13	a	a	DET
fbem-30516	13	14	network	network	NOUN
fbem-30516	13	15	,	,	PUNCT
fbem-30516	13	16	including	include	VERB
fbem-30516	13	17	degree	degree	NOUN
fbem-30516	13	18	centrality	centrality	NOUN
fbem-30516	13	19	,	,	PUNCT
fbem-30516	13	20	meso	meso	NOUN
fbem-30516	13	21	-	-	PUNCT
fbem-30516	13	22	centrality	centrality	NOUN
fbem-30516	13	23	and	and	CCONJ
fbem-30516	13	24	proximity	proximity	NOUN
fbem-30516	13	25	centrality	centrality	NOUN
fbem-30516	13	26	.	.	PUNCT
fbem-30516	13	27	degree	degree	NOUN
fbem-30516	13	28	centrality	centrality	NOUN
fbem-30516	13	29	reflects	reflect	VERB
fbem-30516	13	30	the	the	DET
fbem-30516	13	31	number	number	NOUN
fbem-30516	13	32	of	of	ADP
fbem-30516	13	33	neighbours	neighbour	NOUN
fbem-30516	13	34	a	a	DET
fbem-30516	13	35	node	node	NOUN
fbem-30516	13	36	is	be	AUX
fbem-30516	13	37	directly	directly	ADV
fbem-30516	13	38	connected	connect	VERB
fbem-30516	13	39	to	to	ADP
fbem-30516	13	40	,	,	PUNCT
fbem-30516	13	41	median	median	ADJ
fbem-30516	13	42	centrality	centrality	NOUN
fbem-30516	13	43	indicates	indicate	VERB
fbem-30516	13	44	the	the	DET
fbem-30516	13	45	ability	ability	NOUN
fbem-30516	13	46	of	of	ADP
fbem-30516	13	47	a	a	DET
fbem-30516	13	48	node	node	NOUN
fbem-30516	13	49	to	to	PART
fbem-30516	13	50	act	act	VERB
fbem-30516	13	51	as	as	ADP
fbem-30516	13	52	a	a	DET
fbem-30516	13	53	bridge	bridge	NOUN
fbem-30516	13	54	for	for	ADP
fbem-30516	13	55	information	information	NOUN
fbem-30516	13	56	flow	flow	NOUN
fbem-30516	13	57	in	in	ADP
fbem-30516	13	58	the	the	DET
fbem-30516	13	59	network	network	NOUN
fbem-30516	13	60	,	,	PUNCT
fbem-30516	13	61	and	and	CCONJ
fbem-30516	13	62	proximity	proximity	NOUN
fbem-30516	13	63	centrality	centrality	NOUN
fbem-30516	13	64	reflects	reflect	VERB
fbem-30516	13	65	the	the	DET
fbem-30516	13	66	average	average	ADJ
fbem-30516	13	67	distance	distance	NOUN
fbem-30516	13	68	between	between	ADP
fbem-30516	13	69	a	a	DET
fbem-30516	13	70	node	node	NOUN
fbem-30516	13	71	and	and	CCONJ
fbem-30516	13	72	other	other	ADJ
fbem-30516	13	73	nodes	node	NOUN
fbem-30516	13	74	in	in	ADP
fbem-30516	13	75	the	the	DET
fbem-30516	13	76	network	network	NOUN
fbem-30516	13	77	[	[	X
fbem-30516	13	78	1	1	NUM
fbem-30516	13	79	]	]	PUNCT
fbem-30516	13	80	.	.	PUNCT
fbem-30516	14	1	social	social	ADJ
fbem-30516	14	2	network	network	PROPN
fbem-30516	14	3	research	research	NOUN
fbem-30516	14	4	has	have	AUX
fbem-30516	14	5	shown	show	VERB
fbem-30516	14	6	that	that	SCONJ
fbem-30516	14	7	users	user	NOUN
fbem-30516	14	8	with	with	ADP
fbem-30516	14	9	high	high	ADJ
fbem-30516	14	10	node	node	ADJ
fbem-30516	14	11	centrality	centrality	NOUN
fbem-30516	14	12	tend	tend	VERB
fbem-30516	14	13	to	to	PART
fbem-30516	14	14	play	play	VERB
fbem-30516	14	15	a	a	DET
fbem-30516	14	16	key	key	ADJ
fbem-30516	14	17	role	role	NOUN
fbem-30516	14	18	in	in	ADP
fbem-30516	14	19	the	the	DET
fbem-30516	14	20	information	information	NOUN
fbem-30516	14	21	dissemination	dissemination	NOUN
fbem-30516	14	22	process	process	NOUN
fbem-30516	14	23	.	.	PUNCT
fbem-30516	15	1	by	by	ADP
fbem-30516	15	2	analysing	analyse	VERB
fbem-30516	15	3	these	these	DET
fbem-30516	15	4	indicators	indicator	NOUN
fbem-30516	15	5	,	,	PUNCT
fbem-30516	15	6	network	network	NOUN
fbem-30516	15	7	scientists	scientist	NOUN
fbem-30516	15	8	reveal	reveal	VERB
fbem-30516	15	9	opinion	opinion	NOUN
fbem-30516	15	10	leaders	leader	NOUN
fbem-30516	15	11	,	,	PUNCT
fbem-30516	15	12	information	information	NOUN
fbem-30516	15	13	hubs	hub	NOUN
fbem-30516	15	14	and	and	CCONJ
fbem-30516	15	15	community	community	NOUN
fbem-30516	15	16	structures	structure	NOUN
fbem-30516	15	17	in	in	ADP
fbem-30516	15	18	social	social	ADJ
fbem-30516	15	19	networks	network	NOUN
fbem-30516	15	20	,	,	PUNCT
fbem-30516	15	21	providing	provide	VERB
fbem-30516	15	22	theoretical	theoretical	ADJ
fbem-30516	15	23	support	support	NOUN
fbem-30516	15	24	for	for	ADP
fbem-30516	15	25	social	social	ADJ
fbem-30516	15	26	media	medium	NOUN
fbem-30516	15	27	marketing	marketing	NOUN
fbem-30516	15	28	and	and	CCONJ
fbem-30516	15	29	user	user	NOUN
fbem-30516	15	30	behaviour	behaviour	NOUN
fbem-30516	15	31	research	research	NOUN
fbem-30516	15	32	.	.	PUNCT
fbem-30516	16	1	2.2	2.2	NUM
fbem-30516	16	2	.	.	PUNCT
fbem-30516	16	3	information	information	NOUN
fbem-30516	16	4	entropy	entropy	PROPN
fbem-30516	16	5	and	and	CCONJ
fbem-30516	16	6	communication	communication	NOUN
fbem-30516	16	7	information	information	NOUN
fbem-30516	16	8	entropy	entropy	PROPN
fbem-30516	16	9	,	,	PUNCT
fbem-30516	16	10	as	as	ADP
fbem-30516	16	11	a	a	DET
fbem-30516	16	12	core	core	NOUN
fbem-30516	16	13	concept	concept	NOUN
fbem-30516	16	14	in	in	ADP
fbem-30516	16	15	information	information	NOUN
fbem-30516	16	16	theory	theory	NOUN
fbem-30516	16	17	,	,	PUNCT
fbem-30516	16	18	quantifies	quantify	VERB
fbem-30516	16	19	the	the	DET
fbem-30516	16	20	uncertainty	uncertainty	NOUN
fbem-30516	16	21	and	and	CCONJ
fbem-30516	16	22	complexity	complexity	NOUN
fbem-30516	16	23	of	of	ADP
fbem-30516	16	24	information	information	NOUN
fbem-30516	16	25	.	.	PUNCT
fbem-30516	17	1	in	in	ADP
fbem-30516	17	2	the	the	DET
fbem-30516	17	3	field	field	NOUN
fbem-30516	17	4	of	of	ADP
fbem-30516	17	5	communication	communication	NOUN
fbem-30516	17	6	research	research	NOUN
fbem-30516	17	7	,	,	PUNCT
fbem-30516	17	8	information	information	NOUN
fbem-30516	17	9	entropy	entropy	NOUN
fbem-30516	17	10	is	be	AUX
fbem-30516	17	11	used	use	VERB
fbem-30516	17	12	to	to	PART
fbem-30516	17	13	assess	assess	VERB
fbem-30516	17	14	the	the	DET
fbem-30516	17	15	diversity	diversity	NOUN
fbem-30516	17	16	,	,	PUNCT
fbem-30516	17	17	effectiveness	effectiveness	NOUN
fbem-30516	17	18	and	and	CCONJ
fbem-30516	17	19	predictability	predictability	NOUN
fbem-30516	17	20	of	of	ADP
fbem-30516	17	21	information	information	NOUN
fbem-30516	17	22	dissemination	dissemination	NOUN
fbem-30516	17	23	.	.	PUNCT
fbem-30516	18	1	the	the	PRON
fbem-30516	18	2	higher	high	ADJ
fbem-30516	18	3	the	the	DET
fbem-30516	18	4	value	value	NOUN
fbem-30516	18	5	of	of	ADP
fbem-30516	18	6	information	information	NOUN
fbem-30516	18	7	entropy	entropy	PROPN
fbem-30516	18	8	,	,	PUNCT
fbem-30516	18	9	the	the	PRON
fbem-30516	18	10	greater	great	ADJ
fbem-30516	18	11	the	the	DET
fbem-30516	18	12	uncertainty	uncertainty	NOUN
fbem-30516	18	13	of	of	ADP
fbem-30516	18	14	information	information	NOUN
fbem-30516	18	15	dissemination	dissemination	NOUN
fbem-30516	18	16	and	and	CCONJ
fbem-30516	18	17	the	the	DET
fbem-30516	18	18	more	more	ADV
fbem-30516	18	19	diverse	diverse	ADJ
fbem-30516	18	20	the	the	DET
fbem-30516	18	21	dissemination	dissemination	NOUN
fbem-30516	18	22	paths	path	NOUN
fbem-30516	18	23	.	.	PUNCT
fbem-30516	19	1	communication	communication	NOUN
fbem-30516	19	2	scholars	scholar	NOUN
fbem-30516	19	3	use	use	VERB
fbem-30516	19	4	information	information	NOUN
fbem-30516	19	5	entropy	entropy	NOUN
fbem-30516	19	6	to	to	PART
fbem-30516	19	7	analyse	analyse	VERB
fbem-30516	19	8	the	the	DET
fbem-30516	19	9	information	information	NOUN
fbem-30516	19	10	diffusion	diffusion	NOUN
fbem-30516	19	11	mode	mode	NOUN
fbem-30516	19	12	in	in	ADP
fbem-30516	19	13	social	social	ADJ
fbem-30516	19	14	networks	network	NOUN
fbem-30516	19	15	,	,	PUNCT
fbem-30516	19	16	and	and	CCONJ
fbem-30516	19	17	find	find	VERB
fbem-30516	19	18	that	that	SCONJ
fbem-30516	19	19	information	information	NOUN
fbem-30516	19	20	will	will	AUX
fbem-30516	19	21	show	show	VERB
fbem-30516	19	22	the	the	DET
fbem-30516	19	23	characteristics	characteristic	NOUN
fbem-30516	19	24	of	of	ADP
fbem-30516	19	25	dynamic	dynamic	ADJ
fbem-30516	19	26	change	change	NOUN
fbem-30516	19	27	of	of	ADP
fbem-30516	19	28	entropy	entropy	NOUN
fbem-30516	19	29	value	value	NOUN
fbem-30516	19	30	in	in	ADP
fbem-30516	19	31	the	the	DET
fbem-30516	19	32	process	process	NOUN
fbem-30516	19	33	of	of	ADP
fbem-30516	19	34	information	information	NOUN
fbem-30516	19	35	diffusion	diffusion	NOUN
fbem-30516	19	36	.	.	PUNCT
fbem-30516	20	1	high	high	ADJ
fbem-30516	20	2	entropy	entropy	PROPN
fbem-30516	20	3	value	value	NOUN
fbem-30516	20	4	often	often	ADV
fbem-30516	20	5	means	mean	VERB
fbem-30516	20	6	that	that	SCONJ
fbem-30516	20	7	information	information	NOUN
fbem-30516	20	8	dissemination	dissemination	NOUN
fbem-30516	20	9	has	have	VERB
fbem-30516	20	10	stronger	strong	ADJ
fbem-30516	20	11	penetration	penetration	NOUN
fbem-30516	20	12	and	and	CCONJ
fbem-30516	20	13	influence	influence	NOUN
fbem-30516	20	14	,	,	PUNCT
fbem-30516	20	15	but	but	CCONJ
fbem-30516	20	16	also	also	ADV
fbem-30516	20	17	increases	increase	VERB
fbem-30516	20	18	the	the	DET
fbem-30516	20	19	risk	risk	NOUN
fbem-30516	20	20	of	of	ADP
fbem-30516	20	21	information	information	NOUN
fbem-30516	20	22	distortion	distortion	NOUN
fbem-30516	20	23	and	and	CCONJ
fbem-30516	20	24	noise	noise	NOUN
fbem-30516	20	25	interference	interference	NOUN
fbem-30516	20	26	[	[	X
fbem-30516	20	27	2	2	NUM
fbem-30516	20	28	]	]	PUNCT
fbem-30516	20	29	.	.	PUNCT
fbem-30516	21	1	the	the	DET
fbem-30516	21	2	information	information	NOUN
fbem-30516	21	3	entropy	entropy	VERB
fbem-30516	21	4	analysis	analysis	NOUN
fbem-30516	21	5	method	method	NOUN
fbem-30516	21	6	provides	provide	VERB
fbem-30516	21	7	a	a	DET
fbem-30516	21	8	quantitative	quantitative	ADJ
fbem-30516	21	9	basis	basis	NOUN
fbem-30516	21	10	for	for	ADP
fbem-30516	21	11	optimising	optimise	VERB
fbem-30516	21	12	communication	communication	NOUN
fbem-30516	21	13	strategies	strategy	NOUN
fbem-30516	21	14	and	and	CCONJ
fbem-30516	21	15	enhancing	enhance	VERB
fbem-30516	21	16	communication	communication	NOUN
fbem-30516	21	17	effects	effect	NOUN
fbem-30516	21	18	,	,	PUNCT
fbem-30516	21	19	and	and	CCONJ
fbem-30516	21	20	has	have	AUX
fbem-30516	21	21	become	become	VERB
fbem-30516	21	22	an	an	DET
fbem-30516	21	23	important	important	ADJ
fbem-30516	21	24	tool	tool	NOUN
fbem-30516	21	25	for	for	ADP
fbem-30516	21	26	modern	modern	ADJ
fbem-30516	21	27	communication	communication	NOUN
fbem-30516	21	28	research	research	NOUN
fbem-30516	21	29	.	.	PUNCT
fbem-30516	22	1	2.3	2.3	NUM
fbem-30516	22	2	.	.	PUNCT
fbem-30516	23	1	game	game	NOUN
fbem-30516	23	2	social	social	ADJ
fbem-30516	23	3	fission	fission	NOUN
fbem-30516	23	4	communication	communication	NOUN
fbem-30516	23	5	game	game	NOUN
fbem-30516	23	6	social	social	ADJ
fbem-30516	23	7	fission	fission	NOUN
fbem-30516	23	8	communication	communication	NOUN
fbem-30516	23	9	is	be	AUX
fbem-30516	23	10	an	an	DET
fbem-30516	23	11	innovative	innovative	ADJ
fbem-30516	23	12	mode	mode	NOUN
fbem-30516	23	13	of	of	ADP
fbem-30516	23	14	digital	digital	ADJ
fbem-30516	23	15	game	game	NOUN
fbem-30516	23	16	marketing	marketing	NOUN
fbem-30516	23	17	,	,	PUNCT
fbem-30516	23	18	which	which	PRON
fbem-30516	23	19	achieves	achieve	VERB
fbem-30516	23	20	user	user	NOUN
fbem-30516	23	21	growth	growth	NOUN
fbem-30516	23	22	and	and	CCONJ
fbem-30516	23	23	game	game	NOUN
fbem-30516	23	24	promotion	promotion	NOUN
fbem-30516	23	25	through	through	ADP
fbem-30516	23	26	players	player	NOUN
fbem-30516	23	27	'	'	PART
fbem-30516	23	28	social	social	ADJ
fbem-30516	23	29	networks	network	NOUN
fbem-30516	23	30	.	.	PUNCT
fbem-30516	24	1	existing	exist	VERB
fbem-30516	24	2	research	research	NOUN
fbem-30516	24	3	mainly	mainly	ADV
fbem-30516	24	4	focuses	focus	VERB
fbem-30516	24	5	on	on	ADP
fbem-30516	24	6	players	player	NOUN
fbem-30516	24	7	'	'	PART
fbem-30516	24	8	social	social	ADJ
fbem-30516	24	9	behaviour	behaviour	NOUN
fbem-30516	24	10	,	,	PUNCT
fbem-30516	24	11	communication	communication	NOUN
fbem-30516	24	12	motivation	motivation	NOUN
fbem-30516	24	13	and	and	CCONJ
fbem-30516	24	14	fission	fission	NOUN
fbem-30516	24	15	effect	effect	NOUN
fbem-30516	24	16	.	.	PUNCT
fbem-30516	25	1	it	it	PRON
fbem-30516	25	2	is	be	AUX
fbem-30516	25	3	found	find	VERB
fbem-30516	25	4	that	that	SCONJ
fbem-30516	25	5	there	there	PRON
fbem-30516	25	6	is	be	VERB
fbem-30516	25	7	a	a	DET
fbem-30516	25	8	strong	strong	ADJ
fbem-30516	25	9	social	social	ADJ
fbem-30516	25	10	demand	demand	NOUN
fbem-30516	25	11	among	among	ADP
fbem-30516	25	12	game	game	NOUN
fbem-30516	25	13	players	player	NOUN
fbem-30516	25	14	,	,	PUNCT
fbem-30516	25	15	and	and	CCONJ
fbem-30516	25	16	a	a	DET
fbem-30516	25	17	complex	complex	ADJ
fbem-30516	25	18	social	social	ADJ
fbem-30516	25	19	network	network	NOUN
fbem-30516	25	20	is	be	AUX
fbem-30516	25	21	formed	form	VERB
fbem-30516	25	22	through	through	ADP
fbem-30516	25	23	social	social	ADJ
fbem-30516	25	24	interactions	interaction	NOUN
fbem-30516	25	25	inside	inside	ADP
fbem-30516	25	26	and	and	CCONJ
fbem-30516	25	27	outside	outside	ADP
fbem-30516	25	28	the	the	DET
fbem-30516	25	29	game	game	NOUN
fbem-30516	25	30	.	.	PUNCT
fbem-30516	26	1	players	player	NOUN
fbem-30516	26	2	spontaneously	spontaneously	ADV
fbem-30516	26	3	spread	spread	VERB
fbem-30516	26	4	the	the	DET
fbem-30516	26	5	game	game	NOUN
fbem-30516	26	6	in	in	ADP
fbem-30516	26	7	the	the	DET
fbem-30516	26	8	process	process	NOUN
fbem-30516	26	9	of	of	ADP
fbem-30516	26	10	game	game	NOUN
fbem-30516	26	11	experience	experience	NOUN
fbem-30516	26	12	sharing	sharing	NOUN
fbem-30516	26	13	,	,	PUNCT
fbem-30516	26	14	activity	activity	NOUN
fbem-30516	26	15	invitation	invitation	NOUN
fbem-30516	26	16	and	and	CCONJ
fbem-30516	26	17	resource	resource	NOUN
fbem-30516	26	18	exchange	exchange	NOUN
fbem-30516	26	19	.	.	PUNCT
fbem-30516	27	1	however	however	ADV
fbem-30516	27	2	,	,	PUNCT
fbem-30516	27	3	current	current	ADJ
fbem-30516	27	4	research	research	NOUN
fbem-30516	27	5	has	have	AUX
fbem-30516	27	6	not	not	PART
fbem-30516	27	7	yet	yet	ADV
fbem-30516	27	8	formed	form	VERB
fbem-30516	27	9	a	a	DET
fbem-30516	27	10	unified	unified	ADJ
fbem-30516	27	11	standard	standard	NOUN
fbem-30516	27	12	for	for	ADP
fbem-30516	27	13	the	the	DET
fbem-30516	27	14	quantitative	quantitative	ADJ
fbem-30516	27	15	107	107	NUM
fbem-30516	27	16	assessment	assessment	NOUN
fbem-30516	27	17	system	system	NOUN
fbem-30516	27	18	of	of	ADP
fbem-30516	27	19	fission	fission	NOUN
fbem-30516	27	20	propagation	propagation	NOUN
fbem-30516	27	21	,	,	PUNCT
fbem-30516	27	22	and	and	CCONJ
fbem-30516	27	23	lacks	lack	VERB
fbem-30516	27	24	a	a	DET
fbem-30516	27	25	systematic	systematic	ADJ
fbem-30516	27	26	analysis	analysis	NOUN
fbem-30516	27	27	of	of	ADP
fbem-30516	27	28	propagation	propagation	NOUN
fbem-30516	27	29	efficacy	efficacy	NOUN
fbem-30516	27	30	.	.	PUNCT
fbem-30516	28	1	in	in	ADP
fbem-30516	28	2	particular	particular	ADJ
fbem-30516	28	3	,	,	PUNCT
fbem-30516	28	4	research	research	NOUN
fbem-30516	28	5	on	on	ADP
fbem-30516	28	6	node	node	ADJ
fbem-30516	28	7	influence	influence	NOUN
fbem-30516	28	8	assessment	assessment	NOUN
fbem-30516	28	9	,	,	PUNCT
fbem-30516	28	10	propagation	propagation	NOUN
fbem-30516	28	11	path	path	NOUN
fbem-30516	28	12	optimisation	optimisation	NOUN
fbem-30516	28	13	and	and	CCONJ
fbem-30516	28	14	effect	effect	NOUN
fbem-30516	28	15	prediction	prediction	NOUN
fbem-30516	28	16	is	be	AUX
fbem-30516	28	17	still	still	ADV
fbem-30516	28	18	insufficient	insufficient	ADJ
fbem-30516	28	19	[	[	X
fbem-30516	28	20	3	3	NUM
fbem-30516	28	21	]	]	PUNCT
fbem-30516	28	22	.	.	PUNCT
fbem-30516	29	1	the	the	DET
fbem-30516	29	2	research	research	NOUN
fbem-30516	29	3	on	on	ADP
fbem-30516	29	4	game	game	NOUN
fbem-30516	29	5	social	social	ADJ
fbem-30516	29	6	fission	fission	NOUN
fbem-30516	29	7	communication	communication	NOUN
fbem-30516	29	8	needs	need	VERB
fbem-30516	29	9	to	to	PART
fbem-30516	29	10	integrate	integrate	VERB
fbem-30516	29	11	complex	complex	ADJ
fbem-30516	29	12	network	network	NOUN
fbem-30516	29	13	theory	theory	NOUN
fbem-30516	29	14	and	and	CCONJ
fbem-30516	29	15	information	information	NOUN
fbem-30516	29	16	entropy	entropy	VERB
fbem-30516	29	17	analysis	analysis	NOUN
fbem-30516	29	18	methods	method	NOUN
fbem-30516	29	19	to	to	PART
fbem-30516	29	20	build	build	VERB
fbem-30516	29	21	a	a	DET
fbem-30516	29	22	more	more	ADV
fbem-30516	29	23	scientific	scientific	ADJ
fbem-30516	29	24	assessment	assessment	NOUN
fbem-30516	29	25	framework	framework	NOUN
fbem-30516	29	26	.	.	PUNCT
fbem-30516	30	1	3	3	X
fbem-30516	30	2	.	.	X
fbem-30516	30	3	theoretical	theoretical	ADJ
fbem-30516	30	4	framework	framework	NOUN
fbem-30516	30	5	3.1	3.1	NUM
fbem-30516	30	6	.	.	PUNCT
fbem-30516	31	1	node	node	ADJ
fbem-30516	31	2	centrality	centrality	NOUN
fbem-30516	31	3	node	node	NOUN
fbem-30516	31	4	centrality	centrality	NOUN
fbem-30516	31	5	metrics	metric	NOUN
fbem-30516	31	6	have	have	VERB
fbem-30516	31	7	unique	unique	ADJ
fbem-30516	31	8	value	value	NOUN
fbem-30516	31	9	in	in	ADP
fbem-30516	31	10	game	game	NOUN
fbem-30516	31	11	social	social	ADJ
fbem-30516	31	12	network	network	NOUN
fbem-30516	31	13	analysis	analysis	NOUN
fbem-30516	31	14	,	,	PUNCT
fbem-30516	31	15	portraying	portray	VERB
fbem-30516	31	16	the	the	DET
fbem-30516	31	17	influence	influence	NOUN
fbem-30516	31	18	characteristics	characteristic	NOUN
fbem-30516	31	19	of	of	ADP
fbem-30516	31	20	player	player	NOUN
fbem-30516	31	21	nodes	node	NOUN
fbem-30516	31	22	through	through	ADP
fbem-30516	31	23	different	different	ADJ
fbem-30516	31	24	dimensions	dimension	NOUN
fbem-30516	31	25	.	.	PUNCT
fbem-30516	32	1	degree	degree	NOUN
fbem-30516	32	2	centrality	centrality	NOUN
fbem-30516	32	3	measures	measure	NOUN
fbem-30516	32	4	the	the	DET
fbem-30516	32	5	number	number	NOUN
fbem-30516	32	6	of	of	ADP
fbem-30516	32	7	direct	direct	ADJ
fbem-30516	32	8	connections	connection	NOUN
fbem-30516	32	9	a	a	DET
fbem-30516	32	10	player	player	NOUN
fbem-30516	32	11	has	have	VERB
fbem-30516	32	12	with	with	ADP
fbem-30516	32	13	other	other	ADJ
fbem-30516	32	14	players	player	NOUN
fbem-30516	32	15	,	,	PUNCT
fbem-30516	32	16	reflecting	reflect	VERB
fbem-30516	32	17	the	the	DET
fbem-30516	32	18	player	player	NOUN
fbem-30516	32	19	's	's	PART
fbem-30516	32	20	social	social	ADJ
fbem-30516	32	21	activity	activity	NOUN
fbem-30516	32	22	and	and	CCONJ
fbem-30516	32	23	local	local	ADJ
fbem-30516	32	24	influence	influence	NOUN
fbem-30516	32	25	.	.	PUNCT
fbem-30516	33	1	in	in	ADP
fbem-30516	33	2	gaming	game	VERB
fbem-30516	33	3	social	social	ADJ
fbem-30516	33	4	networks	network	NOUN
fbem-30516	33	5	,	,	PUNCT
fbem-30516	33	6	highly	highly	ADV
fbem-30516	33	7	centrality	centrality	NOUN
fbem-30516	33	8	players	player	NOUN
fbem-30516	33	9	are	be	AUX
fbem-30516	33	10	often	often	ADV
fbem-30516	33	11	guild	guild	NOUN
fbem-30516	33	12	leaders	leader	NOUN
fbem-30516	33	13	or	or	CCONJ
fbem-30516	33	14	event	event	NOUN
fbem-30516	33	15	organisers	organiser	NOUN
fbem-30516	33	16	,	,	PUNCT
fbem-30516	33	17	and	and	CCONJ
fbem-30516	33	18	are	be	AUX
fbem-30516	33	19	able	able	ADJ
fbem-30516	33	20	to	to	PART
fbem-30516	33	21	quickly	quickly	ADV
fbem-30516	33	22	mobilise	mobilise	VERB
fbem-30516	33	23	surrounding	surround	VERB
fbem-30516	33	24	players	player	NOUN
fbem-30516	33	25	to	to	PART
fbem-30516	33	26	participate	participate	VERB
fbem-30516	33	27	in	in	ADP
fbem-30516	33	28	game	game	NOUN
fbem-30516	33	29	activities	activity	NOUN
fbem-30516	33	30	.	.	PUNCT
fbem-30516	34	1	proximity	proximity	NOUN
fbem-30516	34	2	centrality	centrality	NOUN
fbem-30516	34	3	measures	measure	VERB
fbem-30516	34	4	the	the	DET
fbem-30516	34	5	average	average	ADJ
fbem-30516	34	6	distance	distance	NOUN
fbem-30516	34	7	from	from	ADP
fbem-30516	34	8	a	a	DET
fbem-30516	34	9	player	player	NOUN
fbem-30516	34	10	's	's	PART
fbem-30516	34	11	node	node	NOUN
fbem-30516	34	12	to	to	ADP
fbem-30516	34	13	all	all	DET
fbem-30516	34	14	other	other	ADJ
fbem-30516	34	15	nodes	node	NOUN
fbem-30516	34	16	,	,	PUNCT
fbem-30516	34	17	reflecting	reflect	VERB
fbem-30516	34	18	the	the	DET
fbem-30516	34	19	ease	ease	NOUN
fbem-30516	34	20	of	of	ADP
fbem-30516	34	21	information	information	NOUN
fbem-30516	34	22	transfer	transfer	NOUN
fbem-30516	34	23	.	.	PUNCT
fbem-30516	35	1	players	player	NOUN
fbem-30516	35	2	with	with	ADP
fbem-30516	35	3	high	high	ADJ
fbem-30516	35	4	proximity	proximity	NOUN
fbem-30516	35	5	centrality	centrality	NOUN
fbem-30516	35	6	occupy	occupy	VERB
fbem-30516	35	7	a	a	DET
fbem-30516	35	8	central	central	ADJ
fbem-30516	35	9	position	position	NOUN
fbem-30516	35	10	in	in	ADP
fbem-30516	35	11	the	the	DET
fbem-30516	35	12	game	game	NOUN
fbem-30516	35	13	social	social	ADJ
fbem-30516	35	14	network	network	NOUN
fbem-30516	35	15	and	and	CCONJ
fbem-30516	35	16	can	can	AUX
fbem-30516	35	17	receive	receive	VERB
fbem-30516	35	18	and	and	CCONJ
fbem-30516	35	19	disseminate	disseminate	VERB
fbem-30516	35	20	game	game	NOUN
fbem-30516	35	21	information	information	NOUN
fbem-30516	35	22	faster	fast	ADV
fbem-30516	35	23	[	[	X
fbem-30516	35	24	4	4	NUM
fbem-30516	35	25	]	]	PUNCT
fbem-30516	35	26	.	.	PUNCT
fbem-30516	36	1	the	the	DET
fbem-30516	36	2	median	median	ADJ
fbem-30516	36	3	centrality	centrality	NOUN
fbem-30516	36	4	indicates	indicate	VERB
fbem-30516	36	5	the	the	DET
fbem-30516	36	6	number	number	NOUN
fbem-30516	36	7	of	of	ADP
fbem-30516	36	8	times	time	NOUN
fbem-30516	36	9	a	a	DET
fbem-30516	36	10	player	player	NOUN
fbem-30516	36	11	node	node	NOUN
fbem-30516	36	12	acts	act	VERB
fbem-30516	36	13	as	as	ADP
fbem-30516	36	14	a	a	DET
fbem-30516	36	15	relay	relay	NOUN
fbem-30516	36	16	for	for	ADP
fbem-30516	36	17	the	the	DET
fbem-30516	36	18	shortest	short	ADJ
fbem-30516	36	19	path	path	NOUN
fbem-30516	36	20	between	between	ADP
fbem-30516	36	21	other	other	ADJ
fbem-30516	36	22	node	node	ADJ
fbem-30516	36	23	pairs	pair	NOUN
fbem-30516	36	24	in	in	ADP
fbem-30516	36	25	the	the	DET
fbem-30516	36	26	network	network	NOUN
fbem-30516	36	27	,	,	PUNCT
fbem-30516	36	28	reflecting	reflect	VERB
fbem-30516	36	29	the	the	DET
fbem-30516	36	30	player	player	NOUN
fbem-30516	36	31	's	's	PART
fbem-30516	36	32	ability	ability	NOUN
fbem-30516	36	33	to	to	PART
fbem-30516	36	34	control	control	VERB
fbem-30516	36	35	the	the	DET
fbem-30516	36	36	flow	flow	NOUN
fbem-30516	36	37	of	of	ADP
fbem-30516	36	38	information	information	NOUN
fbem-30516	36	39	.	.	PUNCT
fbem-30516	37	1	players	player	NOUN
fbem-30516	37	2	with	with	ADP
fbem-30516	37	3	high	high	ADJ
fbem-30516	37	4	median	median	ADJ
fbem-30516	37	5	centrality	centrality	NOUN
fbem-30516	37	6	usually	usually	ADV
fbem-30516	37	7	connect	connect	VERB
fbem-30516	37	8	different	different	ADJ
fbem-30516	37	9	social	social	ADJ
fbem-30516	37	10	circles	circle	NOUN
fbem-30516	37	11	and	and	CCONJ
fbem-30516	37	12	play	play	VERB
fbem-30516	37	13	a	a	DET
fbem-30516	37	14	bridging	bridge	VERB
fbem-30516	37	15	role	role	NOUN
fbem-30516	37	16	in	in	ADP
fbem-30516	37	17	the	the	DET
fbem-30516	37	18	cross	cross	ADJ
fbem-30516	37	19	-	-	ADJ
fbem-30516	37	20	group	group	ADJ
fbem-30516	37	21	dissemination	dissemination	NOUN
fbem-30516	37	22	of	of	ADP
fbem-30516	37	23	game	game	NOUN
fbem-30516	37	24	information	information	NOUN
fbem-30516	37	25	.	.	PUNCT
fbem-30516	38	1	3.2	3.2	NUM
fbem-30516	38	2	.	.	PUNCT
fbem-30516	39	1	information	information	NOUN
fbem-30516	39	2	entropy	entropy	PROPN
fbem-30516	39	3	information	information	PROPN
fbem-30516	39	4	entropy	entropy	PROPN
fbem-30516	39	5	in	in	ADP
fbem-30516	39	6	game	game	NOUN
fbem-30516	39	7	social	social	ADJ
fbem-30516	39	8	fission	fission	NOUN
fbem-30516	39	9	propagation	propagation	NOUN
fbem-30516	39	10	is	be	AUX
fbem-30516	39	11	reflected	reflect	VERB
fbem-30516	39	12	as	as	ADP
fbem-30516	39	13	the	the	DET
fbem-30516	39	14	uncertainty	uncertainty	NOUN
fbem-30516	39	15	measure	measure	NOUN
fbem-30516	39	16	of	of	ADP
fbem-30516	39	17	information	information	NOUN
fbem-30516	39	18	propagation	propagation	NOUN
fbem-30516	39	19	state	state	NOUN
fbem-30516	39	20	.	.	PUNCT
fbem-30516	40	1	according	accord	VERB
fbem-30516	40	2	to	to	ADP
fbem-30516	40	3	shannon	shannon	PROPN
fbem-30516	40	4	's	's	PART
fbem-30516	40	5	information	information	NOUN
fbem-30516	40	6	theory	theory	NOUN
fbem-30516	40	7	,	,	PUNCT
fbem-30516	40	8	information	information	NOUN
fbem-30516	40	9	entropy	entropy	NOUN
fbem-30516	40	10	is	be	AUX
fbem-30516	40	11	shown	show	VERB
fbem-30516	40	12	in	in	ADP
fbem-30516	40	13	equation	equation	NOUN
fbem-30516	40	14	(	(	PUNCT
fbem-30516	40	15	1	1	NUM
fbem-30516	40	16	):	):	PUNCT
fbem-30516	41	1	𝐻	𝐻	PROPN
fbem-30516	41	2	=	=	SYM
fbem-30516	41	3	−	−	PROPN
fbem-30516	41	4	∑	∑	INTJ
fbem-30516	41	5	𝑃𝑛𝑖=1	𝑃𝑛𝑖=1	PROPN
fbem-30516	41	6	(	(	PUNCT
fbem-30516	41	7	𝑥𝑖)log2𝑃(𝑥𝑖	𝑥𝑖)log2𝑃(𝑥𝑖	PROPN
fbem-30516	41	8	)	)	PUNCT
fbem-30516	41	9	(	(	PUNCT
fbem-30516	41	10	1	1	X
fbem-30516	41	11	)	)	PUNCT
fbem-30516	41	12	where	where	SCONJ
fbem-30516	41	13	p(xi	p(xi	ADJ
fbem-30516	41	14	)	)	PUNCT
fbem-30516	41	15	denotes	denote	VERB
fbem-30516	41	16	the	the	DET
fbem-30516	41	17	probability	probability	NOUN
fbem-30516	41	18	of	of	ADP
fbem-30516	41	19	occurrence	occurrence	NOUN
fbem-30516	41	20	of	of	ADP
fbem-30516	41	21	a	a	DET
fbem-30516	41	22	particular	particular	ADJ
fbem-30516	41	23	propagation	propagation	NOUN
fbem-30516	41	24	state	state	NOUN
fbem-30516	41	25	.	.	PUNCT
fbem-30516	42	1	in	in	ADP
fbem-30516	42	2	the	the	DET
fbem-30516	42	3	game	game	NOUN
fbem-30516	42	4	propagation	propagation	NOUN
fbem-30516	42	5	scenario	scenario	NOUN
fbem-30516	42	6	,	,	PUNCT
fbem-30516	42	7	the	the	DET
fbem-30516	42	8	information	information	NOUN
fbem-30516	42	9	entropy	entropy	NOUN
fbem-30516	42	10	reflects	reflect	VERB
fbem-30516	42	11	the	the	DET
fbem-30516	42	12	diversity	diversity	NOUN
fbem-30516	42	13	of	of	ADP
fbem-30516	42	14	propagation	propagation	NOUN
fbem-30516	42	15	contents	content	NOUN
fbem-30516	42	16	and	and	CCONJ
fbem-30516	42	17	the	the	DET
fbem-30516	42	18	complexity	complexity	NOUN
fbem-30516	42	19	of	of	ADP
fbem-30516	42	20	propagation	propagation	NOUN
fbem-30516	42	21	paths	path	NOUN
fbem-30516	42	22	.	.	PUNCT
fbem-30516	43	1	higher	high	ADJ
fbem-30516	43	2	information	information	NOUN
fbem-30516	43	3	entropy	entropy	PROPN
fbem-30516	43	4	implies	imply	VERB
fbem-30516	43	5	that	that	SCONJ
fbem-30516	43	6	the	the	DET
fbem-30516	43	7	form	form	NOUN
fbem-30516	43	8	of	of	ADP
fbem-30516	43	9	communication	communication	NOUN
fbem-30516	43	10	content	content	NOUN
fbem-30516	43	11	is	be	AUX
fbem-30516	43	12	rich	rich	ADJ
fbem-30516	43	13	and	and	CCONJ
fbem-30516	43	14	the	the	DET
fbem-30516	43	15	communication	communication	NOUN
fbem-30516	43	16	channels	channel	NOUN
fbem-30516	43	17	are	be	AUX
fbem-30516	43	18	diversified	diversify	VERB
fbem-30516	43	19	,	,	PUNCT
fbem-30516	43	20	which	which	PRON
fbem-30516	43	21	is	be	AUX
fbem-30516	43	22	conducive	conducive	ADJ
fbem-30516	43	23	to	to	ADP
fbem-30516	43	24	attracting	attract	VERB
fbem-30516	43	25	the	the	DET
fbem-30516	43	26	interest	interest	NOUN
fbem-30516	43	27	of	of	ADP
fbem-30516	43	28	different	different	ADJ
fbem-30516	43	29	types	type	NOUN
fbem-30516	43	30	of	of	ADP
fbem-30516	43	31	players	player	NOUN
fbem-30516	43	32	.	.	PUNCT
fbem-30516	44	1	at	at	ADP
fbem-30516	44	2	the	the	DET
fbem-30516	44	3	same	same	ADJ
fbem-30516	44	4	time	time	NOUN
fbem-30516	44	5	,	,	PUNCT
fbem-30516	44	6	information	information	NOUN
fbem-30516	44	7	entropy	entropy	NOUN
fbem-30516	44	8	also	also	ADV
fbem-30516	44	9	measures	measure	VERB
fbem-30516	44	10	the	the	DET
fbem-30516	44	11	uncertainty	uncertainty	NOUN
fbem-30516	44	12	of	of	ADP
fbem-30516	44	13	the	the	DET
fbem-30516	44	14	communication	communication	NOUN
fbem-30516	44	15	process	process	NOUN
fbem-30516	44	16	,	,	PUNCT
fbem-30516	44	17	and	and	CCONJ
fbem-30516	44	18	higher	high	ADJ
fbem-30516	44	19	entropy	entropy	NOUN
fbem-30516	44	20	value	value	NOUN
fbem-30516	44	21	indicates	indicate	VERB
fbem-30516	44	22	that	that	SCONJ
fbem-30516	44	23	the	the	DET
fbem-30516	44	24	communication	communication	NOUN
fbem-30516	44	25	path	path	NOUN
fbem-30516	44	26	is	be	AUX
fbem-30516	44	27	difficult	difficult	ADJ
fbem-30516	44	28	to	to	PART
fbem-30516	44	29	predict	predict	VERB
fbem-30516	44	30	and	and	CCONJ
fbem-30516	44	31	the	the	DET
fbem-30516	44	32	information	information	NOUN
fbem-30516	44	33	diffusion	diffusion	NOUN
fbem-30516	44	34	is	be	AUX
fbem-30516	44	35	more	more	ADV
fbem-30516	44	36	random	random	ADJ
fbem-30516	45	1	[	[	X
fbem-30516	45	2	5	5	NUM
fbem-30516	45	3	]	]	PUNCT
fbem-30516	45	4	.	.	PUNCT
fbem-30516	46	1	by	by	ADP
fbem-30516	46	2	monitoring	monitor	VERB
fbem-30516	46	3	the	the	DET
fbem-30516	46	4	change	change	NOUN
fbem-30516	46	5	of	of	ADP
fbem-30516	46	6	information	information	NOUN
fbem-30516	46	7	entropy	entropy	NOUN
fbem-30516	46	8	in	in	ADP
fbem-30516	46	9	the	the	DET
fbem-30516	46	10	communication	communication	NOUN
fbem-30516	46	11	process	process	NOUN
fbem-30516	46	12	,	,	PUNCT
fbem-30516	46	13	the	the	DET
fbem-30516	46	14	effectiveness	effectiveness	NOUN
fbem-30516	46	15	of	of	ADP
fbem-30516	46	16	the	the	DET
fbem-30516	46	17	communication	communication	NOUN
fbem-30516	46	18	strategy	strategy	NOUN
fbem-30516	46	19	can	can	AUX
fbem-30516	46	20	be	be	AUX
fbem-30516	46	21	evaluated	evaluate	VERB
fbem-30516	46	22	and	and	CCONJ
fbem-30516	46	23	the	the	DET
fbem-30516	46	24	game	game	NOUN
fbem-30516	46	25	operation	operation	NOUN
fbem-30516	46	26	team	team	NOUN
fbem-30516	46	27	can	can	AUX
fbem-30516	46	28	be	be	AUX
fbem-30516	46	29	guided	guide	VERB
fbem-30516	46	30	to	to	PART
fbem-30516	46	31	optimise	optimise	VERB
fbem-30516	46	32	the	the	DET
fbem-30516	46	33	communication	communication	NOUN
fbem-30516	46	34	plan	plan	NOUN
fbem-30516	46	35	.	.	PUNCT
fbem-30516	47	1	3.3	3.3	NUM
fbem-30516	47	2	.	.	PUNCT
fbem-30516	48	1	communication	communication	NOUN
fbem-30516	48	2	effectiveness	effectiveness	NOUN
fbem-30516	48	3	evaluation	evaluation	NOUN
fbem-30516	48	4	system	system	NOUN
fbem-30516	48	5	the	the	DET
fbem-30516	48	6	communication	communication	NOUN
fbem-30516	48	7	effectiveness	effectiveness	NOUN
fbem-30516	48	8	evaluation	evaluation	NOUN
fbem-30516	48	9	system	system	NOUN
fbem-30516	48	10	integrates	integrate	VERB
fbem-30516	48	11	node	node	ADJ
fbem-30516	48	12	centrality	centrality	NOUN
fbem-30516	48	13	indicators	indicator	NOUN
fbem-30516	48	14	and	and	CCONJ
fbem-30516	48	15	information	information	NOUN
fbem-30516	48	16	entropy	entropy	NOUN
fbem-30516	48	17	analysis	analysis	NOUN
fbem-30516	48	18	methods	method	NOUN
fbem-30516	48	19	to	to	PART
fbem-30516	48	20	construct	construct	VERB
fbem-30516	48	21	a	a	DET
fbem-30516	48	22	multi	multi	ADJ
fbem-30516	48	23	-	-	ADJ
fbem-30516	48	24	dimensional	dimensional	ADJ
fbem-30516	48	25	evaluation	evaluation	NOUN
fbem-30516	48	26	framework	framework	NOUN
fbem-30516	48	27	for	for	ADP
fbem-30516	48	28	game	game	NOUN
fbem-30516	48	29	social	social	ADJ
fbem-30516	48	30	fission	fission	NOUN
fbem-30516	48	31	communication	communication	NOUN
fbem-30516	48	32	.	.	PUNCT
fbem-30516	49	1	the	the	DET
fbem-30516	49	2	system	system	NOUN
fbem-30516	49	3	combines	combine	VERB
fbem-30516	49	4	the	the	DET
fbem-30516	49	5	influence	influence	NOUN
fbem-30516	49	6	characteristics	characteristic	NOUN
fbem-30516	49	7	of	of	ADP
fbem-30516	49	8	player	player	NOUN
fbem-30516	49	9	nodes	node	NOUN
fbem-30516	49	10	with	with	ADP
fbem-30516	49	11	the	the	DET
fbem-30516	49	12	information	information	NOUN
fbem-30516	49	13	characteristics	characteristic	NOUN
fbem-30516	49	14	of	of	ADP
fbem-30516	49	15	the	the	DET
fbem-30516	49	16	communication	communication	NOUN
fbem-30516	49	17	process	process	NOUN
fbem-30516	49	18	,	,	PUNCT
fbem-30516	49	19	and	and	CCONJ
fbem-30516	49	20	calculates	calculate	VERB
fbem-30516	49	21	the	the	DET
fbem-30516	49	22	comprehensive	comprehensive	ADJ
fbem-30516	49	23	communication	communication	NOUN
fbem-30516	49	24	effectiveness	effectiveness	NOUN
fbem-30516	49	25	score	score	NOUN
fbem-30516	49	26	by	by	ADP
fbem-30516	49	27	setting	set	VERB
fbem-30516	49	28	the	the	DET
fbem-30516	49	29	weight	weight	NOUN
fbem-30516	49	30	coefficients	coefficient	NOUN
fbem-30516	49	31	.	.	PUNCT
fbem-30516	50	1	the	the	DET
fbem-30516	50	2	core	core	NOUN
fbem-30516	50	3	of	of	ADP
fbem-30516	50	4	the	the	DET
fbem-30516	50	5	assessment	assessment	NOUN
fbem-30516	50	6	system	system	NOUN
fbem-30516	50	7	consists	consist	VERB
fbem-30516	50	8	of	of	ADP
fbem-30516	50	9	three	three	NUM
fbem-30516	50	10	dimensions	dimension	NOUN
fbem-30516	50	11	:	:	PUNCT
fbem-30516	50	12	node	node	NOUN
fbem-30516	50	13	influence	influence	NOUN
fbem-30516	50	14	assessment	assessment	NOUN
fbem-30516	50	15	(	(	PUNCT
fbem-30516	50	16	weighted	weight	VERB
fbem-30516	50	17	calculation	calculation	NOUN
fbem-30516	50	18	based	base	VERB
fbem-30516	50	19	on	on	ADP
fbem-30516	50	20	degree	degree	NOUN
fbem-30516	50	21	centrality	centrality	NOUN
fbem-30516	50	22	,	,	PUNCT
fbem-30516	50	23	proximity	proximity	NOUN
fbem-30516	50	24	centrality	centrality	NOUN
fbem-30516	50	25	and	and	CCONJ
fbem-30516	50	26	median	median	ADJ
fbem-30516	50	27	centrality	centrality	NOUN
fbem-30516	50	28	)	)	PUNCT
fbem-30516	50	29	,	,	PUNCT
fbem-30516	50	30	propagation	propagation	NOUN
fbem-30516	50	31	diversity	diversity	NOUN
fbem-30516	50	32	assessment	assessment	NOUN
fbem-30516	50	33	(	(	PUNCT
fbem-30516	50	34	analysis	analysis	NOUN
fbem-30516	50	35	of	of	ADP
fbem-30516	50	36	propagation	propagation	NOUN
fbem-30516	50	37	content	content	NOUN
fbem-30516	50	38	and	and	CCONJ
fbem-30516	50	39	channels	channel	NOUN
fbem-30516	50	40	based	base	VERB
fbem-30516	50	41	on	on	ADP
fbem-30516	50	42	information	information	NOUN
fbem-30516	50	43	entropy	entropy	PROPN
fbem-30516	50	44	)	)	PUNCT
fbem-30516	50	45	,	,	PUNCT
fbem-30516	50	46	and	and	CCONJ
fbem-30516	50	47	propagation	propagation	NOUN
fbem-30516	50	48	effectiveness	effectiveness	NOUN
fbem-30516	50	49	assessment	assessment	NOUN
fbem-30516	50	50	(	(	PUNCT
fbem-30516	50	51	combining	combine	VERB
fbem-30516	50	52	the	the	DET
fbem-30516	50	53	propagation	propagation	NOUN
fbem-30516	50	54	speed	speed	NOUN
fbem-30516	50	55	,	,	PUNCT
fbem-30516	50	56	coverage	coverage	NOUN
fbem-30516	50	57	,	,	PUNCT
fbem-30516	50	58	and	and	CCONJ
fbem-30516	50	59	conversion	conversion	NOUN
fbem-30516	50	60	rate	rate	NOUN
fbem-30516	50	61	)	)	PUNCT
fbem-30516	51	1	[	[	X
fbem-30516	51	2	6	6	NUM
fbem-30516	51	3	]	]	PUNCT
fbem-30516	51	4	.	.	PUNCT
fbem-30516	52	1	through	through	ADP
fbem-30516	52	2	this	this	DET
fbem-30516	52	3	evaluation	evaluation	NOUN
fbem-30516	52	4	system	system	NOUN
fbem-30516	52	5	,	,	PUNCT
fbem-30516	52	6	game	game	NOUN
fbem-30516	52	7	operators	operator	NOUN
fbem-30516	52	8	are	be	AUX
fbem-30516	52	9	able	able	ADJ
fbem-30516	52	10	to	to	PART
fbem-30516	52	11	scientifically	scientifically	ADV
fbem-30516	52	12	quantify	quantify	VERB
fbem-30516	52	13	communication	communication	NOUN
fbem-30516	52	14	effectiveness	effectiveness	NOUN
fbem-30516	52	15	,	,	PUNCT
fbem-30516	52	16	identify	identify	VERB
fbem-30516	52	17	key	key	ADJ
fbem-30516	52	18	communication	communication	NOUN
fbem-30516	52	19	nodes	node	NOUN
fbem-30516	52	20	,	,	PUNCT
fbem-30516	52	21	optimise	optimise	ADJ
fbem-30516	52	22	communication	communication	NOUN
fbem-30516	52	23	strategies	strategy	NOUN
fbem-30516	52	24	,	,	PUNCT
fbem-30516	52	25	and	and	CCONJ
fbem-30516	52	26	enhance	enhance	VERB
fbem-30516	52	27	the	the	DET
fbem-30516	52	28	effect	effect	NOUN
fbem-30516	52	29	of	of	ADP
fbem-30516	52	30	social	social	ADJ
fbem-30516	52	31	fission	fission	NOUN
fbem-30516	52	32	marketing	marketing	NOUN
fbem-30516	52	33	.	.	PUNCT
fbem-30516	53	1	4	4	X
fbem-30516	53	2	.	.	X
fbem-30516	53	3	methodology	methodology	NOUN
fbem-30516	53	4	4.1	4.1	NUM
fbem-30516	53	5	.	.	PUNCT
fbem-30516	54	1	data	datum	NOUN
fbem-30516	54	2	collection	collection	NOUN
fbem-30516	54	3	this	this	DET
fbem-30516	54	4	study	study	NOUN
fbem-30516	54	5	collected	collect	VERB
fbem-30516	54	6	player	player	NOUN
fbem-30516	54	7	interaction	interaction	NOUN
fbem-30516	54	8	data	datum	NOUN
fbem-30516	54	9	for	for	ADP
fbem-30516	54	10	the	the	DET
fbem-30516	54	11	period	period	NOUN
fbem-30516	54	12	from	from	ADP
fbem-30516	54	13	january	january	PROPN
fbem-30516	54	14	to	to	ADP
fbem-30516	54	15	march	march	PROPN
fbem-30516	54	16	2024	2024	NUM
fbem-30516	54	17	for	for	ADP
fbem-30516	54	18	two	two	NUM
fbem-30516	54	19	games	game	NOUN
fbem-30516	54	20	,	,	PUNCT
fbem-30516	54	21	hearthstone	hearthstone	PROPN
fbem-30516	54	22	legends	legend	NOUN
fbem-30516	54	23	and	and	CCONJ
fbem-30516	54	24	world	world	NOUN
fbem-30516	54	25	of	of	ADP
fbem-30516	54	26	warcraft	warcraft	NOUN
fbem-30516	54	27	.	.	PUNCT
fbem-30516	55	1	the	the	DET
fbem-30516	55	2	data	datum	NOUN
fbem-30516	55	3	sources	source	NOUN
fbem-30516	55	4	include	include	VERB
fbem-30516	55	5	friend	friend	NOUN
fbem-30516	55	6	relationships	relationship	NOUN
fbem-30516	55	7	,	,	PUNCT
fbem-30516	55	8	guild	guild	NOUN
fbem-30516	55	9	member	member	NOUN
fbem-30516	55	10	interactions	interaction	NOUN
fbem-30516	55	11	,	,	PUNCT
fbem-30516	55	12	and	and	CCONJ
fbem-30516	55	13	matchmaking	matchmaking	NOUN
fbem-30516	55	14	records	record	NOUN
fbem-30516	55	15	recorded	record	VERB
fbem-30516	55	16	in	in	ADP
fbem-30516	55	17	the	the	DET
fbem-30516	55	18	in	in	ADP
fbem-30516	55	19	-	-	PUNCT
fbem-30516	55	20	game	game	NOUN
fbem-30516	55	21	social	social	ADJ
fbem-30516	55	22	system	system	NOUN
fbem-30516	55	23	,	,	PUNCT
fbem-30516	55	24	as	as	ADV
fbem-30516	55	25	well	well	ADV
fbem-30516	55	26	as	as	ADP
fbem-30516	55	27	user	user	NOUN
fbem-30516	55	28	interaction	interaction	NOUN
fbem-30516	55	29	data	datum	NOUN
fbem-30516	55	30	in	in	ADP
fbem-30516	55	31	the	the	DET
fbem-30516	55	32	game	game	NOUN
fbem-30516	55	33	's	's	PART
fbem-30516	55	34	community	community	NOUN
fbem-30516	55	35	forums	forum	NOUN
fbem-30516	55	36	.	.	PUNCT
fbem-30516	56	1	samples	sample	NOUN
fbem-30516	56	2	were	be	AUX
fbem-30516	56	3	selected	select	VERB
fbem-30516	56	4	using	use	VERB
fbem-30516	56	5	a	a	DET
fbem-30516	56	6	stratified	stratified	ADJ
fbem-30516	56	7	sampling	sampling	NOUN
fbem-30516	56	8	method	method	NOUN
fbem-30516	56	9	,	,	PUNCT
fbem-30516	56	10	stratified	stratify	VERB
fbem-30516	56	11	by	by	ADP
fbem-30516	56	12	player	player	NOUN
fbem-30516	56	13	level	level	NOUN
fbem-30516	56	14	,	,	PUNCT
fbem-30516	56	15	activity	activity	NOUN
fbem-30516	56	16	level	level	NOUN
fbem-30516	56	17	and	and	CCONJ
fbem-30516	56	18	number	number	NOUN
fbem-30516	56	19	of	of	ADP
fbem-30516	56	20	social	social	ADJ
fbem-30516	56	21	relationships	relationship	NOUN
fbem-30516	56	22	,	,	PUNCT
fbem-30516	56	23	and	and	CCONJ
fbem-30516	56	24	a	a	DET
fbem-30516	56	25	total	total	NOUN
fbem-30516	56	26	of	of	ADP
fbem-30516	56	27	100,000	100,000	NUM
fbem-30516	56	28	active	active	ADJ
fbem-30516	56	29	players	player	NOUN
fbem-30516	56	30	'	'	PART
fbem-30516	56	31	interaction	interaction	NOUN
fbem-30516	56	32	data	datum	NOUN
fbem-30516	56	33	were	be	AUX
fbem-30516	56	34	collected	collect	VERB
fbem-30516	56	35	[	[	PUNCT
fbem-30516	56	36	7	7	NUM
fbem-30516	56	37	]	]	PUNCT
fbem-30516	56	38	.	.	PUNCT
fbem-30516	57	1	the	the	DET
fbem-30516	57	2	data	datum	NOUN
fbem-30516	57	3	preprocessing	preprocessing	NOUN
fbem-30516	57	4	stage	stage	NOUN
fbem-30516	57	5	cleans	clean	VERB
fbem-30516	57	6	the	the	DET
fbem-30516	57	7	raw	raw	ADJ
fbem-30516	57	8	data	datum	NOUN
fbem-30516	57	9	,	,	PUNCT
fbem-30516	57	10	eliminates	eliminate	VERB
fbem-30516	57	11	duplicate	duplicate	ADJ
fbem-30516	57	12	records	record	NOUN
fbem-30516	57	13	and	and	CCONJ
fbem-30516	57	14	outliers	outlier	NOUN
fbem-30516	57	15	,	,	PUNCT
fbem-30516	57	16	and	and	CCONJ
fbem-30516	57	17	unifies	unify	VERB
fbem-30516	57	18	the	the	DET
fbem-30516	57	19	data	data	NOUN
fbem-30516	57	20	format	format	NOUN
fbem-30516	57	21	.	.	PUNCT
fbem-30516	58	1	the	the	DET
fbem-30516	58	2	interaction	interaction	NOUN
fbem-30516	58	3	data	datum	NOUN
fbem-30516	58	4	matrix	matrix	NOUN
fbem-30516	58	5	is	be	AUX
fbem-30516	58	6	shown	show	VERB
fbem-30516	58	7	in	in	ADP
fbem-30516	58	8	table	table	NOUN
fbem-30516	58	9	1	1	NUM
fbem-30516	58	10	,	,	PUNCT
fbem-30516	58	11	and	and	CCONJ
fbem-30516	58	12	the	the	DET
fbem-30516	58	13	matrix	matrix	NOUN
fbem-30516	58	14	element	element	NOUN
fbem-30516	58	15	aij	aij	PROPN
fbem-30516	58	16	indicates	indicate	VERB
fbem-30516	58	17	the	the	DET
fbem-30516	58	18	interaction	interaction	NOUN
fbem-30516	58	19	intensity	intensity	NOUN
fbem-30516	58	20	between	between	ADP
fbem-30516	58	21	player	player	NOUN
fbem-30516	58	22	i	i	PRON
fbem-30516	58	23	and	and	CCONJ
fbem-30516	58	24	player	player	NOUN
fbem-30516	58	25	j.	j.	PROPN
fbem-30516	58	26	table	table	PROPN
fbem-30516	58	27	1	1	NUM
fbem-30516	58	28	.	.	PUNCT
fbem-30516	58	29	example	example	NOUN
fbem-30516	58	30	of	of	ADP
fbem-30516	58	31	player	player	NOUN
fbem-30516	58	32	interaction	interaction	NOUN
fbem-30516	58	33	data	datum	NOUN
fbem-30516	58	34	matrix	matrix	NOUN
fbem-30516	58	35	player	player	NOUN
fbem-30516	58	36	i	i	PROPN
fbem-30516	58	37	d	d	PROPN
fbem-30516	58	38	player	player	NOUN
fbem-30516	58	39	1	1	NUM
fbem-30516	58	40	player	player	NOUN
fbem-30516	58	41	2	2	NUM
fbem-30516	58	42	player	player	NOUN
fbem-30516	58	43	3	3	NUM
fbem-30516	58	44	player	player	NOUN
fbem-30516	58	45	4	4	NUM
fbem-30516	58	46	player	player	NOUN
fbem-30516	58	47	1	1	NUM
fbem-30516	58	48	0	0	NUM
fbem-30516	58	49	5	5	NUM
fbem-30516	58	50	3	3	NUM
fbem-30516	58	51	1	1	NUM
fbem-30516	58	52	player	player	NOUN
fbem-30516	58	53	2	2	NUM
fbem-30516	58	54	5	5	NUM
fbem-30516	58	55	0	0	NUM
fbem-30516	58	56	4	4	NUM
fbem-30516	58	57	2	2	NUM
fbem-30516	58	58	player	player	NOUN
fbem-30516	58	59	3	3	NUM
fbem-30516	58	60	3	3	NUM
fbem-30516	58	61	4	4	NUM
fbem-30516	58	62	0	0	NUM
fbem-30516	58	63	6	6	NUM
fbem-30516	58	64	player	player	NOUN
fbem-30516	58	65	4	4	NUM
fbem-30516	58	66	1	1	NUM
fbem-30516	58	67	2	2	NUM
fbem-30516	58	68	6	6	NUM
fbem-30516	58	69	0	0	NUM
fbem-30516	58	70	4.2	4.2	NUM
fbem-30516	58	71	.	.	PUNCT
fbem-30516	59	1	propagation	propagation	NOUN
fbem-30516	59	2	modelling	model	VERB
fbem-30516	59	3	the	the	DET
fbem-30516	59	4	study	study	NOUN
fbem-30516	59	5	adopts	adopt	VERB
fbem-30516	59	6	the	the	DET
fbem-30516	59	7	improved	improve	VERB
fbem-30516	59	8	sir	sir	NOUN
fbem-30516	59	9	propagation	propagation	NOUN
fbem-30516	59	10	model	model	NOUN
fbem-30516	59	11	to	to	PART
fbem-30516	59	12	describe	describe	VERB
fbem-30516	59	13	the	the	DET
fbem-30516	59	14	game	game	NOUN
fbem-30516	59	15	social	social	ADJ
fbem-30516	59	16	fission	fission	NOUN
fbem-30516	59	17	propagation	propagation	NOUN
fbem-30516	59	18	process	process	NOUN
fbem-30516	59	19	.	.	PUNCT
fbem-30516	60	1	the	the	DET
fbem-30516	60	2	state	state	NOUN
fbem-30516	60	3	transfer	transfer	NOUN
fbem-30516	60	4	probability	probability	NOUN
fbem-30516	60	5	in	in	ADP
fbem-30516	60	6	the	the	DET
fbem-30516	60	7	model	model	NOUN
fbem-30516	60	8	is	be	AUX
fbem-30516	60	9	jointly	jointly	ADV
fbem-30516	60	10	determined	determine	VERB
fbem-30516	60	11	by	by	ADP
fbem-30516	60	12	node	node	ADJ
fbem-30516	60	13	centrality	centrality	NOUN
fbem-30516	60	14	and	and	CCONJ
fbem-30516	60	15	information	information	NOUN
fbem-30516	60	16	entropy	entropy	NOUN
fbem-30516	60	17	,	,	PUNCT
fbem-30516	60	18	and	and	CCONJ
fbem-30516	60	19	the	the	DET
fbem-30516	60	20	transfer	transfer	NOUN
fbem-30516	60	21	probability	probability	NOUN
fbem-30516	60	22	is	be	AUX
fbem-30516	60	23	calculated	calculate	VERB
fbem-30516	60	24	by	by	ADP
fbem-30516	60	25	equation	equation	NOUN
fbem-30516	60	26	(	(	PUNCT
fbem-30516	60	27	2	2	NUM
fbem-30516	60	28	):	):	PUNCT
fbem-30516	60	29	𝑃(𝑆	𝑃(𝑆	NOUN
fbem-30516	60	30	→	→	SYM
fbem-30516	60	31	𝐼	𝐼	PROPN
fbem-30516	60	32	)	)	PUNCT
fbem-30516	61	1	=	=	SYM
fbem-30516	61	2	𝛼	𝛼	PROPN
fbem-30516	61	3	⋅	⋅	PROPN
fbem-30516	61	4	𝐶𝑖	𝐶𝑖	PROPN
fbem-30516	61	5	+	+	PUNCT
fbem-30516	61	6	𝛽	𝛽	NOUN
fbem-30516	61	7	⋅	⋅	PROPN
fbem-30516	61	8	𝐻	𝐻	PROPN
fbem-30516	61	9	(	(	PUNCT
fbem-30516	61	10	2	2	NUM
fbem-30516	61	11	)	)	PUNCT
fbem-30516	61	12	where	where	SCONJ
fbem-30516	61	13	ci	ci	PROPN
fbem-30516	61	14	is	be	AUX
fbem-30516	61	15	the	the	DET
fbem-30516	61	16	comprehensive	comprehensive	ADJ
fbem-30516	61	17	centrality	centrality	NOUN
fbem-30516	61	18	index	index	NOUN
fbem-30516	61	19	of	of	ADP
fbem-30516	61	20	node	node	PROPN
fbem-30516	61	21	i	i	PROPN
fbem-30516	61	22	,	,	PUNCT
fbem-30516	61	23	h	h	PROPN
fbem-30516	61	24	is	be	AUX
fbem-30516	61	25	the	the	DET
fbem-30516	61	26	information	information	NOUN
fbem-30516	61	27	entropy	entropy	NOUN
fbem-30516	61	28	of	of	ADP
fbem-30516	61	29	the	the	DET
fbem-30516	61	30	current	current	ADJ
fbem-30516	61	31	propagation	propagation	NOUN
fbem-30516	61	32	stage	stage	NOUN
fbem-30516	61	33	,	,	PUNCT
fbem-30516	61	34	and	and	CCONJ
fbem-30516	61	35	α	α	NOUN
fbem-30516	61	36	and	and	CCONJ
fbem-30516	61	37	β	β	X
fbem-30516	61	38	are	be	AUX
fbem-30516	61	39	the	the	DET
fbem-30516	61	40	weight	weight	NOUN
fbem-30516	61	41	coefficients	coefficient	NOUN
fbem-30516	61	42	.	.	PUNCT
fbem-30516	62	1	the	the	DET
fbem-30516	62	2	model	model	NOUN
fbem-30516	62	3	parameters	parameter	NOUN
fbem-30516	62	4	are	be	AUX
fbem-30516	62	5	obtained	obtain	VERB
fbem-30516	62	6	through	through	ADP
fbem-30516	62	7	historical	historical	ADJ
fbem-30516	62	8	propagation	propagation	NOUN
fbem-30516	62	9	data	datum	NOUN
fbem-30516	62	10	training	training	NOUN
fbem-30516	62	11	,	,	PUNCT
fbem-30516	62	12	and	and	CCONJ
fbem-30516	62	13	the	the	DET
fbem-30516	62	14	propagation	propagation	NOUN
fbem-30516	62	15	threshold	threshold	NOUN
fbem-30516	62	16	is	be	AUX
fbem-30516	62	17	set	set	VERB
fbem-30516	62	18	according	accord	VERB
fbem-30516	62	19	to	to	ADP
fbem-30516	62	20	the	the	DET
fbem-30516	62	21	game	game	NOUN
fbem-30516	62	22	activity	activity	NOUN
fbem-30516	62	23	characteristics	characteristic	NOUN
fbem-30516	63	1	[	[	X
fbem-30516	63	2	8	8	NUM
fbem-30516	63	3	]	]	PUNCT
fbem-30516	63	4	.	.	PUNCT
fbem-30516	64	1	the	the	DET
fbem-30516	64	2	model	model	NOUN
fbem-30516	64	3	predicts	predict	VERB
fbem-30516	64	4	the	the	DET
fbem-30516	64	5	propagation	propagation	NOUN
fbem-30516	64	6	effect	effect	NOUN
fbem-30516	64	7	under	under	ADP
fbem-30516	64	8	different	different	ADJ
fbem-30516	64	9	propagation	propagation	NOUN
fbem-30516	64	10	strategies	strategy	NOUN
fbem-30516	64	11	through	through	ADP
fbem-30516	64	12	monte	monte	PROPN
fbem-30516	64	13	carlo	carlo	PROPN
fbem-30516	64	14	simulation	simulation	PROPN
fbem-30516	64	15	method	method	PROPN
fbem-30516	64	16	,	,	PUNCT
fbem-30516	64	17	the	the	DET
fbem-30516	64	18	number	number	NOUN
fbem-30516	64	19	of	of	ADP
fbem-30516	64	20	simulations	simulation	NOUN
fbem-30516	64	21	is	be	AUX
fbem-30516	64	22	set	set	VERB
fbem-30516	64	23	to	to	ADP
fbem-30516	64	24	1000	1000	NUM
fbem-30516	64	25	,	,	PUNCT
fbem-30516	64	26	and	and	CCONJ
fbem-30516	64	27	each	each	DET
fbem-30516	64	28	simulation	simulation	NOUN
fbem-30516	64	29	records	record	VERB
fbem-30516	64	30	the	the	DET
fbem-30516	64	31	indicators	indicator	NOUN
fbem-30516	64	32	of	of	ADP
fbem-30516	64	33	propagation	propagation	NOUN
fbem-30516	64	34	scale	scale	NOUN
fbem-30516	64	35	,	,	PUNCT
fbem-30516	64	36	speed	speed	NOUN
fbem-30516	64	37	and	and	CCONJ
fbem-30516	64	38	coverage	coverage	NOUN
fbem-30516	64	39	.	.	PUNCT
fbem-30516	65	1	4.3	4.3	NUM
fbem-30516	65	2	.	.	PUNCT
fbem-30516	66	1	analysis	analysis	NOUN
fbem-30516	66	2	tools	tool	NOUN
fbem-30516	66	3	the	the	DET
fbem-30516	66	4	study	study	NOUN
fbem-30516	66	5	uses	use	VERB
fbem-30516	66	6	the	the	DET
fbem-30516	66	7	python	python	NOUN
fbem-30516	66	8	programming	programming	NOUN
fbem-30516	66	9	environment	environment	NOUN
fbem-30516	66	10	to	to	PART
fbem-30516	66	11	build	build	VERB
fbem-30516	66	12	the	the	DET
fbem-30516	66	13	analysis	analysis	NOUN
fbem-30516	66	14	framework	framework	NOUN
fbem-30516	66	15	,	,	PUNCT
fbem-30516	66	16	mainly	mainly	ADV
fbem-30516	66	17	relying	rely	VERB
fbem-30516	66	18	on	on	ADP
fbem-30516	66	19	the	the	DET
fbem-30516	66	20	108	108	NUM
fbem-30516	66	21	networkx	networkx	NOUN
fbem-30516	66	22	library	library	NOUN
fbem-30516	66	23	for	for	ADP
fbem-30516	66	24	complex	complex	ADJ
fbem-30516	66	25	network	network	NOUN
fbem-30516	66	26	analysis	analysis	NOUN
fbem-30516	66	27	.	.	PUNCT
fbem-30516	67	1	node	node	ADJ
fbem-30516	67	2	centrality	centrality	NOUN
fbem-30516	67	3	indicators	indicator	NOUN
fbem-30516	67	4	are	be	AUX
fbem-30516	67	5	calculated	calculate	VERB
fbem-30516	67	6	using	use	VERB
fbem-30516	67	7	networkx	networkx	NOUN
fbem-30516	67	8	built	build	VERB
fbem-30516	67	9	-	-	PUNCT
fbem-30516	67	10	in	in	ADP
fbem-30516	67	11	functions	function	NOUN
fbem-30516	67	12	,	,	PUNCT
fbem-30516	67	13	and	and	CCONJ
fbem-30516	67	14	information	information	NOUN
fbem-30516	67	15	entropy	entropy	NOUN
fbem-30516	67	16	calculation	calculation	NOUN
fbem-30516	67	17	is	be	AUX
fbem-30516	67	18	achieved	achieve	VERB
fbem-30516	67	19	through	through	ADP
fbem-30516	67	20	custom	custom	NOUN
fbem-30516	67	21	functions	function	NOUN
fbem-30516	67	22	.	.	PUNCT
fbem-30516	68	1	data	datum	NOUN
fbem-30516	68	2	visualisation	visualisation	NOUN
fbem-30516	68	3	is	be	AUX
fbem-30516	68	4	completed	complete	VERB
fbem-30516	68	5	by	by	ADP
fbem-30516	68	6	gephi	gephi	ADJ
fbem-30516	68	7	software	software	NOUN
fbem-30516	68	8	,	,	PUNCT
fbem-30516	68	9	and	and	CCONJ
fbem-30516	68	10	the	the	DET
fbem-30516	68	11	visualisation	visualisation	NOUN
fbem-30516	68	12	parameters	parameter	NOUN
fbem-30516	68	13	are	be	AUX
fbem-30516	68	14	set	set	VERB
fbem-30516	68	15	as	as	SCONJ
fbem-30516	68	16	shown	show	VERB
fbem-30516	68	17	in	in	ADP
fbem-30516	68	18	table	table	NOUN
fbem-30516	68	19	2	2	NUM
fbem-30516	68	20	.	.	PUNCT
fbem-30516	69	1	the	the	DET
fbem-30516	69	2	analysis	analysis	NOUN
fbem-30516	69	3	process	process	NOUN
fbem-30516	69	4	adopts	adopt	VERB
fbem-30516	69	5	modular	modular	ADJ
fbem-30516	69	6	design	design	NOUN
fbem-30516	69	7	,	,	PUNCT
fbem-30516	69	8	including	include	VERB
fbem-30516	69	9	data	datum	NOUN
fbem-30516	69	10	import	import	NOUN
fbem-30516	69	11	module	module	NOUN
fbem-30516	69	12	,	,	PUNCT
fbem-30516	69	13	network	network	NOUN
fbem-30516	69	14	construction	construction	NOUN
fbem-30516	69	15	module	module	NOUN
fbem-30516	69	16	,	,	PUNCT
fbem-30516	69	17	indicator	indicator	NOUN
fbem-30516	69	18	calculation	calculation	NOUN
fbem-30516	69	19	module	module	NOUN
fbem-30516	69	20	and	and	CCONJ
fbem-30516	69	21	result	result	VERB
fbem-30516	69	22	output	output	NOUN
fbem-30516	69	23	module	module	NOUN
fbem-30516	69	24	[	[	X
fbem-30516	69	25	9	9	NUM
fbem-30516	69	26	]	]	PUNCT
fbem-30516	69	27	.	.	PUNCT
fbem-30516	70	1	the	the	DET
fbem-30516	70	2	computational	computational	ADJ
fbem-30516	70	3	efficiency	efficiency	NOUN
fbem-30516	70	4	of	of	ADP
fbem-30516	70	5	the	the	DET
fbem-30516	70	6	analysis	analysis	NOUN
fbem-30516	70	7	tool	tool	NOUN
fbem-30516	70	8	is	be	AUX
fbem-30516	70	9	optimised	optimise	VERB
fbem-30516	70	10	by	by	ADP
fbem-30516	70	11	parallel	parallel	ADJ
fbem-30516	70	12	processing	processing	NOUN
fbem-30516	70	13	methods	method	NOUN
fbem-30516	70	14	,	,	PUNCT
fbem-30516	70	15	and	and	CCONJ
fbem-30516	70	16	the	the	DET
fbem-30516	70	17	single	single	ADJ
fbem-30516	70	18	analysis	analysis	NOUN
fbem-30516	70	19	time	time	NOUN
fbem-30516	70	20	is	be	AUX
fbem-30516	70	21	controlled	control	VERB
fbem-30516	70	22	within	within	ADP
fbem-30516	70	23	an	an	DET
fbem-30516	70	24	acceptable	acceptable	ADJ
fbem-30516	70	25	range	range	NOUN
fbem-30516	70	26	.	.	PUNCT
fbem-30516	71	1	table	table	NOUN
fbem-30516	71	2	2	2	NUM
fbem-30516	71	3	.	.	X
fbem-30516	72	1	gephi	gephi	ADJ
fbem-30516	72	2	visualisation	visualisation	NOUN
fbem-30516	72	3	parameter	parameter	NOUN
fbem-30516	72	4	settings	setting	NOUN
fbem-30516	72	5	parameter	parameter	ADP
fbem-30516	72	6	type	type	NOUN
fbem-30516	72	7	parameter	parameter	NOUN
fbem-30516	72	8	value	value	NOUN
fbem-30516	72	9	layout	layout	NOUN
fbem-30516	72	10	algorithm	algorithm	NOUN
fbem-30516	72	11	forceatlas2	forceatlas2	PUNCT
fbem-30516	73	1	gravity	gravity	NOUN
fbem-30516	73	2	coefficient	coefficient	NOUN
fbem-30516	73	3	1	1	NUM
fbem-30516	73	4	repulsion	repulsion	NOUN
fbem-30516	73	5	coefficient	coefficient	NOUN
fbem-30516	73	6	2	2	NUM
fbem-30516	73	7	node	node	NOUN
fbem-30516	73	8	size	size	NOUN
fbem-30516	73	9	weighted	weight	VERB
fbem-30516	73	10	by	by	ADP
fbem-30516	73	11	degree	degree	NOUN
fbem-30516	73	12	centrality	centrality	NOUN
fbem-30516	73	13	edge	edge	NOUN
fbem-30516	73	14	weight	weight	NOUN
fbem-30516	73	15	displayed	display	VERB
fbem-30516	73	16	by	by	ADP
fbem-30516	73	17	interaction	interaction	NOUN
fbem-30516	73	18	strength	strength	NOUN
fbem-30516	73	19	5	5	NUM
fbem-30516	73	20	.	.	PUNCT
fbem-30516	74	1	data	datum	NOUN
fbem-30516	74	2	analysis	analysis	NOUN
fbem-30516	74	3	5.1	5.1	NUM
fbem-30516	74	4	.	.	PUNCT
fbem-30516	75	1	node	node	NOUN
fbem-30516	75	2	centrality	centrality	NOUN
fbem-30516	75	3	analysis	analysis	NOUN
fbem-30516	75	4	the	the	DET
fbem-30516	75	5	analysis	analysis	NOUN
fbem-30516	75	6	of	of	ADP
fbem-30516	75	7	node	node	ADJ
fbem-30516	75	8	centrality	centrality	NOUN
fbem-30516	75	9	in	in	ADP
fbem-30516	75	10	the	the	DET
fbem-30516	75	11	game	game	NOUN
fbem-30516	75	12	social	social	ADJ
fbem-30516	75	13	network	network	NOUN
fbem-30516	75	14	shows	show	VERB
fbem-30516	75	15	a	a	DET
fbem-30516	75	16	clear	clear	ADJ
fbem-30516	75	17	power	power	NOUN
fbem-30516	75	18	law	law	NOUN
fbem-30516	75	19	distribution	distribution	NOUN
fbem-30516	75	20	characteristic	characteristic	NOUN
fbem-30516	75	21	.	.	PUNCT
fbem-30516	76	1	the	the	DET
fbem-30516	76	2	results	result	NOUN
fbem-30516	76	3	of	of	ADP
fbem-30516	76	4	the	the	DET
fbem-30516	76	5	degree	degree	NOUN
fbem-30516	76	6	centrality	centrality	NOUN
fbem-30516	76	7	analysis	analysis	NOUN
fbem-30516	76	8	show	show	VERB
fbem-30516	76	9	that	that	SCONJ
fbem-30516	76	10	about	about	ADV
fbem-30516	76	11	5	5	NUM
fbem-30516	76	12	%	%	NOUN
fbem-30516	76	13	of	of	ADP
fbem-30516	76	14	the	the	DET
fbem-30516	76	15	player	player	NOUN
fbem-30516	76	16	nodes	node	NOUN
fbem-30516	76	17	occupy	occupy	VERB
fbem-30516	76	18	35	35	NUM
fbem-30516	76	19	%	%	NOUN
fbem-30516	76	20	of	of	ADP
fbem-30516	76	21	the	the	DET
fbem-30516	76	22	total	total	ADJ
fbem-30516	76	23	number	number	NOUN
fbem-30516	76	24	of	of	ADP
fbem-30516	76	25	connections	connection	NOUN
fbem-30516	76	26	,	,	PUNCT
fbem-30516	76	27	and	and	CCONJ
fbem-30516	76	28	these	these	DET
fbem-30516	76	29	players	player	NOUN
fbem-30516	76	30	are	be	AUX
fbem-30516	76	31	mainly	mainly	ADV
fbem-30516	76	32	guild	guild	NOUN
fbem-30516	76	33	leaders	leader	NOUN
fbem-30516	76	34	and	and	CCONJ
fbem-30516	76	35	senior	senior	ADJ
fbem-30516	76	36	players	player	NOUN
fbem-30516	76	37	.	.	PUNCT
fbem-30516	77	1	the	the	DET
fbem-30516	77	2	calculated	calculate	VERB
fbem-30516	77	3	importance	importance	NOUN
fbem-30516	77	4	ranking	ranking	NOUN
fbem-30516	77	5	of	of	ADP
fbem-30516	77	6	the	the	DET
fbem-30516	77	7	nodes	node	NOUN
fbem-30516	77	8	is	be	AUX
fbem-30516	77	9	shown	show	VERB
fbem-30516	77	10	in	in	ADP
fbem-30516	77	11	table	table	NOUN
fbem-30516	77	12	3	3	NUM
fbem-30516	77	13	.	.	PUNCT
fbem-30516	78	1	the	the	DET
fbem-30516	78	2	proximity	proximity	NOUN
fbem-30516	78	3	centrality	centrality	NOUN
fbem-30516	78	4	analysis	analysis	NOUN
fbem-30516	78	5	found	find	VERB
fbem-30516	78	6	that	that	SCONJ
fbem-30516	78	7	players	player	NOUN
fbem-30516	78	8	with	with	ADP
fbem-30516	78	9	high	high	ADJ
fbem-30516	78	10	proximity	proximity	NOUN
fbem-30516	78	11	centrality	centrality	NOUN
fbem-30516	78	12	were	be	AUX
fbem-30516	78	13	relatively	relatively	ADV
fbem-30516	78	14	evenly	evenly	ADV
fbem-30516	78	15	distributed	distribute	VERB
fbem-30516	78	16	among	among	ADP
fbem-30516	78	17	the	the	DET
fbem-30516	78	18	game	game	NOUN
fbem-30516	78	19	servers	server	NOUN
fbem-30516	78	20	,	,	PUNCT
fbem-30516	78	21	with	with	ADP
fbem-30516	78	22	an	an	DET
fbem-30516	78	23	average	average	NOUN
fbem-30516	78	24	of	of	ADP
fbem-30516	78	25	8	8	NUM
fbem-30516	78	26	-	-	SYM
fbem-30516	78	27	12	12	NUM
fbem-30516	78	28	information	information	NOUN
fbem-30516	78	29	dissemination	dissemination	NOUN
fbem-30516	78	30	hubs	hub	NOUN
fbem-30516	78	31	existing	exist	VERB
fbem-30516	78	32	per	per	ADP
fbem-30516	78	33	server	server	NOUN
fbem-30516	78	34	[	[	X
fbem-30516	78	35	10	10	NUM
fbem-30516	78	36	]	]	PUNCT
fbem-30516	78	37	.	.	PUNCT
fbem-30516	79	1	the	the	DET
fbem-30516	79	2	meso	meso	NOUN
fbem-30516	79	3	-	-	PUNCT
fbem-30516	79	4	centrality	centrality	NOUN
fbem-30516	79	5	analysis	analysis	NOUN
fbem-30516	79	6	identifies	identify	VERB
fbem-30516	79	7	a	a	DET
fbem-30516	79	8	group	group	NOUN
fbem-30516	79	9	of	of	ADP
fbem-30516	79	10	cross	cross	ADJ
fbem-30516	79	11	-	-	PROPN
fbem-30516	79	12	group	group	ADJ
fbem-30516	79	13	connectors	connector	NOUN
fbem-30516	79	14	,	,	PUNCT
fbem-30516	79	15	and	and	CCONJ
fbem-30516	79	16	these	these	DET
fbem-30516	79	17	players	player	NOUN
fbem-30516	79	18	tend	tend	VERB
fbem-30516	79	19	to	to	PART
fbem-30516	79	20	be	be	AUX
fbem-30516	79	21	active	active	ADJ
fbem-30516	79	22	in	in	ADP
fbem-30516	79	23	multiple	multiple	ADJ
fbem-30516	79	24	gaming	gaming	NOUN
fbem-30516	79	25	communities	community	NOUN
fbem-30516	79	26	at	at	ADP
fbem-30516	79	27	the	the	DET
fbem-30516	79	28	same	same	ADJ
fbem-30516	79	29	time	time	NOUN
fbem-30516	79	30	.	.	PUNCT
fbem-30516	80	1	the	the	DET
fbem-30516	80	2	weighted	weight	VERB
fbem-30516	80	3	calculation	calculation	NOUN
fbem-30516	80	4	of	of	ADP
fbem-30516	80	5	the	the	DET
fbem-30516	80	6	combined	combine	VERB
fbem-30516	80	7	three	three	NUM
fbem-30516	80	8	indicators	indicator	NOUN
fbem-30516	80	9	shows	show	VERB
fbem-30516	80	10	that	that	SCONJ
fbem-30516	80	11	the	the	DET
fbem-30516	80	12	top	top	ADJ
fbem-30516	80	13	1	1	NUM
fbem-30516	80	14	%	%	NOUN
fbem-30516	80	15	of	of	ADP
fbem-30516	80	16	key	key	ADJ
fbem-30516	80	17	player	player	NOUN
fbem-30516	80	18	nodes	node	NOUN
fbem-30516	80	19	play	play	VERB
fbem-30516	80	20	a	a	DET
fbem-30516	80	21	decisive	decisive	ADJ
fbem-30516	80	22	role	role	NOUN
fbem-30516	80	23	in	in	ADP
fbem-30516	80	24	the	the	DET
fbem-30516	80	25	information	information	NOUN
fbem-30516	80	26	dissemination	dissemination	NOUN
fbem-30516	80	27	process	process	NOUN
fbem-30516	80	28	,	,	PUNCT
fbem-30516	80	29	and	and	CCONJ
fbem-30516	80	30	their	their	PRON
fbem-30516	80	31	dissemination	dissemination	NOUN
fbem-30516	80	32	influence	influence	NOUN
fbem-30516	80	33	is	be	AUX
fbem-30516	80	34	more	more	ADJ
fbem-30516	80	35	than	than	ADP
fbem-30516	80	36	15	15	NUM
fbem-30516	80	37	times	time	NOUN
fbem-30516	80	38	that	that	PRON
fbem-30516	80	39	of	of	ADP
fbem-30516	80	40	ordinary	ordinary	ADJ
fbem-30516	80	41	players	player	NOUN
fbem-30516	80	42	.	.	PUNCT
fbem-30516	81	1	table	table	NOUN
fbem-30516	81	2	3	3	NUM
fbem-30516	81	3	.	.	PUNCT
fbem-30516	82	1	ranking	rank	VERB
fbem-30516	82	2	of	of	ADP
fbem-30516	82	3	key	key	ADJ
fbem-30516	82	4	player	player	NOUN
fbem-30516	82	5	node	node	NOUN
fbem-30516	82	6	centrality	centrality	NOUN
fbem-30516	82	7	indicators	indicator	NOUN
fbem-30516	82	8	(	(	PUNCT
fbem-30516	82	9	top	top	ADJ
fbem-30516	82	10	5	5	NUM
fbem-30516	82	11	)	)	PUNCT
fbem-30516	82	12	player	player	NOUN
fbem-30516	82	13	i	i	PROPN
fbem-30516	82	14	d	d	PROPN
fbem-30516	82	15	degree	degree	NOUN
fbem-30516	82	16	centrality	centrality	NOUN
fbem-30516	82	17	closeness	closeness	NOUN
fbem-30516	82	18	centrality	centrality	NOUN
fbem-30516	82	19	betweenness	betweenness	NOUN
fbem-30516	82	20	centrality	centrality	NOUN
fbem-30516	82	21	comprehensive	comprehensive	ADJ
fbem-30516	82	22	score	score	NOUN
fbem-30516	82	23	p2024	p2024	PROPN
fbem-30516	82	24	0.857	0.857	NUM
fbem-30516	82	25	0.721	0.721	NUM
fbem-30516	82	26	0.892	0.892	NUM
fbem-30516	82	27	0.823	0.823	NUM
fbem-30516	82	28	p1858	p1858	NOUN
fbem-30516	82	29	0.812	0.812	NUM
fbem-30516	82	30	0.698	0.698	NUM
fbem-30516	82	31	0.854	0.854	NUM
fbem-30516	82	32	0.788	0.788	NUM
fbem-30516	82	33	p3142	p3142	NOUN
fbem-30516	82	34	0.795	0.795	NUM
fbem-30516	82	35	0.682	0.682	NUM
fbem-30516	82	36	0.836	0.836	NUM
fbem-30516	82	37	0.771	0.771	NUM
fbem-30516	82	38	p4267	p4267	NOUN
fbem-30516	82	39	0.768	0.768	NUM
fbem-30516	82	40	0.675	0.675	NUM
fbem-30516	82	41	0.815	0.815	NUM
fbem-30516	82	42	0.753	0.753	NUM
fbem-30516	82	43	p1523	p1523	NOUN
fbem-30516	82	44	0.743	0.743	NUM
fbem-30516	82	45	0.662	0.662	NUM
fbem-30516	82	46	0.798	0.798	NUM
fbem-30516	82	47	0.734	0.734	NUM
fbem-30516	82	48	5.2	5.2	NUM
fbem-30516	82	49	.	.	PUNCT
fbem-30516	83	1	information	information	NOUN
fbem-30516	83	2	entropy	entropy	PROPN
fbem-30516	83	3	calculation	calculation	VERB
fbem-30516	83	4	the	the	DET
fbem-30516	83	5	information	information	NOUN
fbem-30516	83	6	entropy	entropy	VERB
fbem-30516	83	7	analysis	analysis	NOUN
fbem-30516	83	8	of	of	ADP
fbem-30516	83	9	the	the	DET
fbem-30516	83	10	propagation	propagation	NOUN
fbem-30516	83	11	process	process	NOUN
fbem-30516	83	12	reveals	reveal	VERB
fbem-30516	83	13	the	the	DET
fbem-30516	83	14	dynamic	dynamic	ADJ
fbem-30516	83	15	characteristics	characteristic	NOUN
fbem-30516	83	16	of	of	ADP
fbem-30516	83	17	the	the	DET
fbem-30516	83	18	game	game	NOUN
fbem-30516	83	19	's	's	PART
fbem-30516	83	20	social	social	ADJ
fbem-30516	83	21	fission	fission	NOUN
fbem-30516	83	22	propagation	propagation	NOUN
fbem-30516	83	23	.	.	PUNCT
fbem-30516	84	1	applied	apply	VERB
fbem-30516	84	2	to	to	ADP
fbem-30516	84	3	different	different	ADJ
fbem-30516	84	4	propagation	propagation	NOUN
fbem-30516	84	5	stages	stage	NOUN
fbem-30516	84	6	,	,	PUNCT
fbem-30516	84	7	the	the	DET
fbem-30516	84	8	formula	formula	NOUN
fbem-30516	84	9	(	(	PUNCT
fbem-30516	84	10	3	3	X
fbem-30516	84	11	)	)	PUNCT
fbem-30516	84	12	is	be	AUX
fbem-30516	84	13	calculated	calculate	VERB
fbem-30516	84	14	:	:	PUNCT
fbem-30516	84	15	𝐻(𝑡	𝐻(𝑡	NOUN
fbem-30516	84	16	)	)	PUNCT
fbem-30516	84	17	=	=	SYM
fbem-30516	85	1	−	−	PROPN
fbem-30516	85	2	∑	∑	INTJ
fbem-30516	85	3	𝑃𝑛𝑖=1	𝑃𝑛𝑖=1	PROPN
fbem-30516	85	4	(	(	PUNCT
fbem-30516	85	5	𝑥𝑖	𝑥𝑖	PROPN
fbem-30516	85	6	,	,	PUNCT
fbem-30516	85	7	𝑡)log2𝑃(𝑥𝑖	𝑡)log2𝑃(𝑥𝑖	PROPN
fbem-30516	85	8	,	,	PUNCT
fbem-30516	85	9	𝑡	𝑡	X
fbem-30516	85	10	)	)	PUNCT
fbem-30516	85	11	(	(	PUNCT
fbem-30516	85	12	3	3	X
fbem-30516	85	13	)	)	PUNCT
fbem-30516	85	14	where	where	SCONJ
fbem-30516	85	15	p(xi	p(xi	PROPN
fbem-30516	85	16	,	,	PUNCT
fbem-30516	85	17	t	t	PROPN
fbem-30516	85	18	)	)	PUNCT
fbem-30516	85	19	denotes	denote	VERB
fbem-30516	85	20	the	the	DET
fbem-30516	85	21	probability	probability	NOUN
fbem-30516	85	22	of	of	ADP
fbem-30516	85	23	the	the	DET
fbem-30516	85	24	propagation	propagation	NOUN
fbem-30516	85	25	state	state	NOUN
fbem-30516	85	26	xi	xi	X
fbem-30516	85	27	now	now	ADV
fbem-30516	85	28	t.	t.	PROPN
fbem-30516	86	1	the	the	DET
fbem-30516	86	2	information	information	NOUN
fbem-30516	86	3	entropy	entropy	PROPN
fbem-30516	86	4	curve	curve	PROPN
fbem-30516	86	5	shows	show	VERB
fbem-30516	86	6	a	a	DET
fbem-30516	86	7	typical	typical	ADJ
fbem-30516	86	8	pattern	pattern	NOUN
fbem-30516	86	9	of	of	ADP
fbem-30516	86	10	‘	'	PUNCT
fbem-30516	86	11	rapid	rapid	ADJ
fbem-30516	86	12	rise	rise	NOUN
fbem-30516	86	13	-	-	PUNCT
fbem-30516	86	14	smooth	smooth	ADJ
fbem-30516	86	15	fluctuation	fluctuation	NOUN
fbem-30516	86	16	-	-	PUNCT
fbem-30516	86	17	slow	slow	ADJ
fbem-30516	86	18	decline	decline	NOUN
fbem-30516	86	19	’	'	PUNCT
fbem-30516	86	20	.	.	PUNCT
fbem-30516	87	1	the	the	DET
fbem-30516	87	2	entropy	entropy	NOUN
fbem-30516	87	3	value	value	NOUN
fbem-30516	87	4	rises	rise	VERB
fbem-30516	87	5	rapidly	rapidly	ADV
fbem-30516	87	6	in	in	ADP
fbem-30516	87	7	the	the	DET
fbem-30516	87	8	early	early	ADJ
fbem-30516	87	9	stage	stage	NOUN
fbem-30516	87	10	of	of	ADP
fbem-30516	87	11	propagation	propagation	NOUN
fbem-30516	87	12	,	,	PUNCT
fbem-30516	87	13	from	from	ADP
fbem-30516	87	14	0.2	0.2	NUM
fbem-30516	87	15	to	to	PART
fbem-30516	87	16	0.8	0.8	NUM
fbem-30516	87	17	in	in	ADP
fbem-30516	87	18	24	24	NUM
fbem-30516	87	19	hours	hour	NOUN
fbem-30516	87	20	,	,	PUNCT
fbem-30516	87	21	reflecting	reflect	VERB
fbem-30516	87	22	the	the	DET
fbem-30516	87	23	rapid	rapid	ADJ
fbem-30516	87	24	spread	spread	NOUN
fbem-30516	87	25	of	of	ADP
fbem-30516	87	26	information	information	NOUN
fbem-30516	87	27	in	in	ADP
fbem-30516	87	28	the	the	DET
fbem-30516	87	29	core	core	NOUN
fbem-30516	87	30	player	player	NOUN
fbem-30516	87	31	group	group	NOUN
fbem-30516	87	32	.	.	PUNCT
fbem-30516	88	1	the	the	DET
fbem-30516	88	2	entropy	entropy	PROPN
fbem-30516	88	3	value	value	NOUN
fbem-30516	88	4	fluctuates	fluctuate	VERB
fbem-30516	88	5	between	between	ADP
fbem-30516	88	6	0.75	0.75	NUM
fbem-30516	88	7	and	and	CCONJ
fbem-30516	88	8	0.85	0.85	NUM
fbem-30516	88	9	in	in	ADP
fbem-30516	88	10	the	the	DET
fbem-30516	88	11	stable	stable	ADJ
fbem-30516	88	12	period	period	NOUN
fbem-30516	88	13	,	,	PUNCT
fbem-30516	88	14	lasting	last	VERB
fbem-30516	88	15	about	about	ADP
fbem-30516	88	16	72	72	NUM
fbem-30516	88	17	hours	hour	NOUN
fbem-30516	88	18	,	,	PUNCT
fbem-30516	88	19	indicating	indicate	VERB
fbem-30516	88	20	that	that	SCONJ
fbem-30516	88	21	the	the	DET
fbem-30516	88	22	propagation	propagation	NOUN
fbem-30516	88	23	network	network	NOUN
fbem-30516	88	24	has	have	AUX
fbem-30516	88	25	reached	reach	VERB
fbem-30516	88	26	a	a	DET
fbem-30516	88	27	relatively	relatively	ADV
fbem-30516	88	28	stable	stable	ADJ
fbem-30516	88	29	state	state	NOUN
fbem-30516	89	1	[	[	X
fbem-30516	89	2	11	11	NUM
fbem-30516	89	3	]	]	PUNCT
fbem-30516	89	4	.	.	PUNCT
fbem-30516	90	1	the	the	DET
fbem-30516	90	2	entropy	entropy	PROPN
fbem-30516	90	3	value	value	NOUN
fbem-30516	90	4	slowly	slowly	ADV
fbem-30516	90	5	decreases	decrease	VERB
fbem-30516	90	6	in	in	ADP
fbem-30516	90	7	the	the	DET
fbem-30516	90	8	later	later	ADJ
fbem-30516	90	9	period	period	NOUN
fbem-30516	90	10	and	and	CCONJ
fbem-30516	90	11	finally	finally	ADV
fbem-30516	90	12	stabilises	stabilise	VERB
fbem-30516	90	13	at	at	ADP
fbem-30516	90	14	about	about	ADV
fbem-30516	90	15	0.6	0.6	NUM
fbem-30516	90	16	,	,	PUNCT
fbem-30516	90	17	indicating	indicate	VERB
fbem-30516	90	18	that	that	SCONJ
fbem-30516	90	19	the	the	DET
fbem-30516	90	20	propagation	propagation	NOUN
fbem-30516	90	21	gradually	gradually	ADV
fbem-30516	90	22	converges	converge	VERB
fbem-30516	90	23	to	to	ADP
fbem-30516	90	24	a	a	DET
fbem-30516	90	25	fixed	fix	VERB
fbem-30516	90	26	channel	channel	NOUN
fbem-30516	90	27	.	.	PUNCT
fbem-30516	91	1	the	the	DET
fbem-30516	91	2	time	time	NOUN
fbem-30516	91	3	series	series	PROPN
fbem-30516	91	4	data	datum	NOUN
fbem-30516	91	5	of	of	ADP
fbem-30516	91	6	information	information	NOUN
fbem-30516	91	7	entropy	entropy	NOUN
fbem-30516	91	8	is	be	AUX
fbem-30516	91	9	shown	show	VERB
fbem-30516	91	10	in	in	ADP
fbem-30516	91	11	table	table	NOUN
fbem-30516	91	12	4	4	NUM
fbem-30516	91	13	.	.	PUNCT
fbem-30516	91	14	table	table	NOUN
fbem-30516	91	15	4	4	NUM
fbem-30516	91	16	.	.	NOUN
fbem-30516	91	17	time	time	NOUN
fbem-30516	91	18	series	series	PROPN
fbem-30516	91	19	data	data	PROPN
fbem-30516	91	20	of	of	ADP
fbem-30516	91	21	information	information	NOUN
fbem-30516	91	22	entropy	entropy	NOUN
fbem-30516	91	23	of	of	ADP
fbem-30516	91	24	propagation	propagation	NOUN
fbem-30516	91	25	process	process	NOUN
fbem-30516	91	26	(	(	PUNCT
fbem-30516	91	27	excerpt	excerpt	NOUN
fbem-30516	91	28	)	)	PUNCT
fbem-30516	91	29	time	time	NOUN
fbem-30516	91	30	point	point	NOUN
fbem-30516	91	31	(	(	PUNCT
fbem-30516	91	32	h	h	NOUN
fbem-30516	91	33	)	)	PUNCT
fbem-30516	91	34	information	information	NOUN
fbem-30516	91	35	entropy	entropy	NOUN
fbem-30516	91	36	value	value	NOUN
fbem-30516	91	37	propagation	propagation	NOUN
fbem-30516	91	38	state	state	NOUN
fbem-30516	91	39	0	0	NUM
fbem-30516	91	40	0.201	0.201	NUM
fbem-30516	91	41	initial	initial	ADJ
fbem-30516	91	42	12	12	NUM
fbem-30516	91	43	0.654	0.654	NUM
fbem-30516	91	44	diffusion	diffusion	NOUN
fbem-30516	91	45	24	24	NUM
fbem-30516	91	46	0.812	0.812	NUM
fbem-30516	91	47	peak	peak	VERB
fbem-30516	91	48	48	48	NUM
fbem-30516	91	49	0.783	0.783	NUM
fbem-30516	91	50	stable	stable	ADJ
fbem-30516	91	51	96	96	NUM
fbem-30516	91	52	0.625	0.625	NUM
fbem-30516	91	53	convergence	convergence	NOUN
fbem-30516	91	54	5.3	5.3	NUM
fbem-30516	91	55	.	.	PUNCT
fbem-30516	92	1	analysis	analysis	NOUN
fbem-30516	92	2	of	of	ADP
fbem-30516	92	3	propagation	propagation	NOUN
fbem-30516	92	4	paths	path	NOUN
fbem-30516	92	5	and	and	CCONJ
fbem-30516	92	6	speeds	speed	VERB
fbem-30516	92	7	the	the	DET
fbem-30516	92	8	simulation	simulation	NOUN
fbem-30516	92	9	results	result	NOUN
fbem-30516	92	10	of	of	ADP
fbem-30516	92	11	social	social	ADJ
fbem-30516	92	12	network	network	NOUN
fbem-30516	92	13	propagation	propagation	NOUN
fbem-30516	92	14	show	show	VERB
fbem-30516	92	15	that	that	SCONJ
fbem-30516	92	16	the	the	DET
fbem-30516	92	17	propagation	propagation	NOUN
fbem-30516	92	18	of	of	ADP
fbem-30516	92	19	information	information	NOUN
fbem-30516	92	20	in	in	ADP
fbem-30516	92	21	the	the	DET
fbem-30516	92	22	network	network	NOUN
fbem-30516	92	23	is	be	AUX
fbem-30516	92	24	characterised	characterise	VERB
fbem-30516	92	25	by	by	ADP
fbem-30516	92	26	multiple	multiple	ADJ
fbem-30516	92	27	parallel	parallel	ADJ
fbem-30516	92	28	paths	path	NOUN
fbem-30516	92	29	.	.	PUNCT
fbem-30516	93	1	the	the	DET
fbem-30516	93	2	main	main	ADJ
fbem-30516	93	3	propagation	propagation	NOUN
fbem-30516	93	4	paths	path	NOUN
fbem-30516	93	5	can	can	AUX
fbem-30516	93	6	be	be	AUX
fbem-30516	93	7	divided	divide	VERB
fbem-30516	93	8	into	into	ADP
fbem-30516	93	9	three	three	NUM
fbem-30516	93	10	categories	category	NOUN
fbem-30516	93	11	:	:	PUNCT
fbem-30516	93	12	the	the	DET
fbem-30516	93	13	direct	direct	ADJ
fbem-30516	93	14	propagation	propagation	NOUN
fbem-30516	93	15	path	path	NOUN
fbem-30516	93	16	of	of	ADP
fbem-30516	93	17	core	core	NOUN
fbem-30516	93	18	players	player	NOUN
fbem-30516	93	19	(	(	PUNCT
fbem-30516	93	20	the	the	DET
fbem-30516	93	21	fastest	fast	ADJ
fbem-30516	93	22	propagation	propagation	NOUN
fbem-30516	93	23	speed	speed	NOUN
fbem-30516	93	24	,	,	PUNCT
fbem-30516	93	25	averaging	average	VERB
fbem-30516	93	26	3.2	3.2	NUM
fbem-30516	93	27	hours	hour	NOUN
fbem-30516	93	28	per	per	ADP
fbem-30516	93	29	hop	hop	NOUN
fbem-30516	93	30	)	)	PUNCT
fbem-30516	93	31	,	,	PUNCT
fbem-30516	93	32	the	the	DET
fbem-30516	93	33	crossgroup	crossgroup	NOUN
fbem-30516	93	34	bridging	bridging	NOUN
fbem-30516	93	35	path	path	NOUN
fbem-30516	93	36	(	(	PUNCT
fbem-30516	93	37	medium	medium	ADJ
fbem-30516	93	38	speed	speed	NOUN
fbem-30516	93	39	,	,	PUNCT
fbem-30516	93	40	averaging	average	VERB
fbem-30516	93	41	5.7	5.7	NUM
fbem-30516	93	42	hours	hour	NOUN
fbem-30516	93	43	per	per	ADP
fbem-30516	93	44	hop	hop	NOUN
fbem-30516	93	45	)	)	PUNCT
fbem-30516	93	46	,	,	PUNCT
fbem-30516	93	47	and	and	CCONJ
fbem-30516	93	48	the	the	DET
fbem-30516	93	49	diffusion	diffusion	NOUN
fbem-30516	93	50	path	path	NOUN
fbem-30516	93	51	of	of	ADP
fbem-30516	93	52	edge	edge	NOUN
fbem-30516	93	53	players	player	NOUN
fbem-30516	93	54	(	(	PUNCT
fbem-30516	93	55	the	the	DET
fbem-30516	93	56	slowest	slow	ADJ
fbem-30516	93	57	speed	speed	NOUN
fbem-30516	93	58	,	,	PUNCT
fbem-30516	93	59	averaging	average	VERB
fbem-30516	93	60	8.5	8.5	NUM
fbem-30516	93	61	hours	hour	NOUN
fbem-30516	93	62	per	per	ADP
fbem-30516	93	63	hop	hop	NOUN
fbem-30516	93	64	)	)	PUNCT
fbem-30516	93	65	.	.	PUNCT
fbem-30516	94	1	by	by	ADP
fbem-30516	94	2	optimising	optimise	VERB
fbem-30516	94	3	the	the	DET
fbem-30516	94	4	path	path	NOUN
fbem-30516	94	5	allocation	allocation	NOUN
fbem-30516	94	6	ratio	ratio	NOUN
fbem-30516	94	7	,	,	PUNCT
fbem-30516	94	8	the	the	DET
fbem-30516	94	9	propagation	propagation	NOUN
fbem-30516	94	10	speed	speed	NOUN
fbem-30516	94	11	is	be	AUX
fbem-30516	94	12	increased	increase	VERB
fbem-30516	94	13	by	by	ADP
fbem-30516	94	14	28.3	28.3	NUM
fbem-30516	94	15	%	%	NOUN
fbem-30516	94	16	.	.	PUNCT
fbem-30516	95	1	the	the	DET
fbem-30516	95	2	simulation	simulation	NOUN
fbem-30516	95	3	results	result	NOUN
fbem-30516	95	4	show	show	VERB
fbem-30516	95	5	that	that	SCONJ
fbem-30516	95	6	the	the	DET
fbem-30516	95	7	overall	overall	ADJ
fbem-30516	95	8	propagation	propagation	NOUN
fbem-30516	95	9	efficiency	efficiency	NOUN
fbem-30516	95	10	of	of	ADP
fbem-30516	95	11	the	the	DET
fbem-30516	95	12	network	network	NOUN
fbem-30516	95	13	is	be	AUX
fbem-30516	95	14	the	the	DET
fbem-30516	95	15	highest	high	ADJ
fbem-30516	95	16	when	when	SCONJ
fbem-30516	95	17	the	the	DET
fbem-30516	95	18	core	core	NOUN
fbem-30516	95	19	path	path	NOUN
fbem-30516	95	20	carries	carry	VERB
fbem-30516	95	21	45	45	NUM
fbem-30516	95	22	%	%	NOUN
fbem-30516	95	23	of	of	ADP
fbem-30516	95	24	the	the	DET
fbem-30516	95	25	propagation	propagation	NOUN
fbem-30516	95	26	volume	volume	NOUN
fbem-30516	95	27	,	,	PUNCT
fbem-30516	95	28	the	the	DET
fbem-30516	95	29	bridging	bridging	NOUN
fbem-30516	95	30	path	path	NOUN
fbem-30516	95	31	carries	carry	VERB
fbem-30516	95	32	35	35	NUM
fbem-30516	95	33	%	%	NOUN
fbem-30516	95	34	of	of	ADP
fbem-30516	95	35	the	the	DET
fbem-30516	95	36	propagation	propagation	NOUN
fbem-30516	95	37	volume	volume	NOUN
fbem-30516	95	38	,	,	PUNCT
fbem-30516	95	39	and	and	CCONJ
fbem-30516	95	40	the	the	DET
fbem-30516	95	41	edge	edge	NOUN
fbem-30516	95	42	path	path	NOUN
fbem-30516	95	43	carries	carry	VERB
fbem-30516	95	44	20	20	NUM
fbem-30516	95	45	%	%	NOUN
fbem-30516	95	46	of	of	ADP
fbem-30516	95	47	the	the	DET
fbem-30516	95	48	propagation	propagation	NOUN
fbem-30516	95	49	volume	volume	NOUN
fbem-30516	96	1	[	[	X
fbem-30516	96	2	12	12	NUM
fbem-30516	96	3	]	]	PUNCT
fbem-30516	96	4	.	.	PUNCT
fbem-30516	97	1	based	base	VERB
fbem-30516	97	2	on	on	ADP
fbem-30516	97	3	this	this	DET
fbem-30516	97	4	finding	finding	NOUN
fbem-30516	97	5	,	,	PUNCT
fbem-30516	97	6	a	a	DET
fbem-30516	97	7	propagation	propagation	NOUN
fbem-30516	97	8	node	node	NOUN
fbem-30516	97	9	prioritisation	prioritisation	NOUN
fbem-30516	97	10	strategy	strategy	NOUN
fbem-30516	97	11	is	be	AUX
fbem-30516	97	12	formulated	formulate	VERB
fbem-30516	97	13	to	to	PART
fbem-30516	97	14	place	place	VERB
fbem-30516	97	15	the	the	DET
fbem-30516	97	16	information	information	NOUN
fbem-30516	97	17	firstly	firstly	ADV
fbem-30516	97	18	to	to	ADP
fbem-30516	97	19	the	the	DET
fbem-30516	97	20	core	core	NOUN
fbem-30516	97	21	players	player	NOUN
fbem-30516	97	22	with	with	ADP
fbem-30516	97	23	high	high	ADJ
fbem-30516	97	24	centrality	centrality	NOUN
fbem-30516	97	25	in	in	ADP
fbem-30516	97	26	the	the	DET
fbem-30516	97	27	middle	middle	ADJ
fbem-30516	97	28	school	school	NOUN
fbem-30516	97	29	,	,	PUNCT
fbem-30516	97	30	and	and	CCONJ
fbem-30516	97	31	then	then	ADV
fbem-30516	97	32	extend	extend	VERB
fbem-30516	97	33	it	it	PRON
fbem-30516	97	34	to	to	ADP
fbem-30516	97	35	different	different	ADJ
fbem-30516	97	36	social	social	ADJ
fbem-30516	97	37	circles	circle	NOUN
fbem-30516	97	38	through	through	ADP
fbem-30516	97	39	the	the	DET
fbem-30516	97	40	bridging	bridging	NOUN
fbem-30516	97	41	nodes	node	NOUN
fbem-30516	97	42	to	to	PART
fbem-30516	97	43	ultimately	ultimately	ADV
fbem-30516	97	44	achieve	achieve	VERB
fbem-30516	97	45	the	the	DET
fbem-30516	97	46	full	full	ADJ
fbem-30516	97	47	network	network	NOUN
fbem-30516	97	48	coverage	coverage	NOUN
fbem-30516	97	49	.	.	PUNCT
fbem-30516	98	1	6	6	X
fbem-30516	98	2	.	.	X
fbem-30516	98	3	results	result	NOUN
fbem-30516	98	4	and	and	CCONJ
fbem-30516	98	5	discussion	discussion	NOUN
fbem-30516	98	6	6.1	6.1	NUM
fbem-30516	98	7	.	.	PUNCT
fbem-30516	99	1	key	key	ADJ
fbem-30516	99	2	node	node	ADJ
fbem-30516	99	3	identification	identification	NOUN
fbem-30516	99	4	node	node	NOUN
fbem-30516	99	5	centrality	centrality	NOUN
fbem-30516	99	6	analysis	analysis	NOUN
fbem-30516	99	7	identifies	identify	VERB
fbem-30516	99	8	three	three	NUM
fbem-30516	99	9	types	type	NOUN
fbem-30516	99	10	of	of	ADP
fbem-30516	99	11	key	key	ADJ
fbem-30516	99	12	player	player	NOUN
fbem-30516	99	13	nodes	node	NOUN
fbem-30516	99	14	from	from	ADP
fbem-30516	99	15	the	the	DET
fbem-30516	99	16	game	game	NOUN
fbem-30516	99	17	social	social	ADJ
fbem-30516	99	18	network	network	NOUN
fbem-30516	99	19	:	:	PUNCT
fbem-30516	99	20	social	social	ADJ
fbem-30516	99	21	core	core	NOUN
fbem-30516	99	22	type	type	NOUN
fbem-30516	99	23	,	,	PUNCT
fbem-30516	99	24	information	information	NOUN
fbem-30516	99	25	bridging	bridging	NOUN
fbem-30516	99	26	type	type	NOUN
fbem-30516	99	27	and	and	CCONJ
fbem-30516	99	28	professional	professional	ADJ
fbem-30516	99	29	influence	influence	NOUN
fbem-30516	99	30	type	type	NOUN
fbem-30516	99	31	.	.	PUNCT
fbem-30516	100	1	the	the	DET
fbem-30516	100	2	social	social	ADJ
fbem-30516	100	3	core	core	NOUN
fbem-30516	100	4	type	type	NOUN
fbem-30516	100	5	players	player	NOUN
fbem-30516	100	6	generally	generally	ADV
fbem-30516	100	7	have	have	VERB
fbem-30516	100	8	a	a	DET
fbem-30516	100	9	degree	degree	NOUN
fbem-30516	100	10	centrality	centrality	NOUN
fbem-30516	100	11	higher	high	ADJ
fbem-30516	100	12	than	than	ADP
fbem-30516	100	13	0.75	0.75	NUM
fbem-30516	100	14	,	,	PUNCT
fbem-30516	100	15	hold	hold	VERB
fbem-30516	100	16	managerial	managerial	ADJ
fbem-30516	100	17	positions	position	NOUN
fbem-30516	100	18	in	in	ADP
fbem-30516	100	19	gaming	gaming	NOUN
fbem-30516	100	20	guilds	guild	NOUN
fbem-30516	100	21	,	,	PUNCT
fbem-30516	100	22	and	and	CCONJ
fbem-30516	100	23	are	be	AUX
fbem-30516	100	24	directly	directly	ADV
fbem-30516	100	25	connected	connect	VERB
fbem-30516	100	26	to	to	ADP
fbem-30516	100	27	more	more	ADJ
fbem-30516	100	28	than	than	ADP
fbem-30516	100	29	200	200	NUM
fbem-30516	100	30	active	active	ADJ
fbem-30516	100	31	players	player	NOUN
fbem-30516	100	32	each	each	PRON
fbem-30516	100	33	on	on	ADP
fbem-30516	100	34	average	average	ADJ
fbem-30516	100	35	.	.	PUNCT
fbem-30516	101	1	information	information	NOUN
fbem-30516	101	2	-	-	PUNCT
fbem-30516	101	3	bridging	bridge	VERB
fbem-30516	101	4	players	player	NOUN
fbem-30516	101	5	are	be	AUX
fbem-30516	101	6	in	in	ADP
fbem-30516	101	7	the	the	DET
fbem-30516	101	8	top	top	ADJ
fbem-30516	101	9	10	10	NUM
fbem-30516	101	10	%	%	NOUN
fbem-30516	101	11	in	in	ADP
fbem-30516	101	12	terms	term	NOUN
fbem-30516	101	13	of	of	ADP
fbem-30516	101	14	meso	meso	NOUN
fbem-30516	101	15	-	-	PUNCT
fbem-30516	101	16	centrality	centrality	NOUN
fbem-30516	101	17	,	,	PUNCT
fbem-30516	101	18	have	have	VERB
fbem-30516	101	19	obvious	obvious	ADJ
fbem-30516	101	20	cross	cross	NOUN
fbem-30516	101	21	-	-	NOUN
fbem-30516	101	22	group	group	ADJ
fbem-30516	101	23	109	109	NUM
fbem-30516	101	24	social	social	ADJ
fbem-30516	101	25	attributes	attribute	NOUN
fbem-30516	101	26	,	,	PUNCT
fbem-30516	101	27	and	and	CCONJ
fbem-30516	101	28	are	be	AUX
fbem-30516	101	29	connected	connect	VERB
fbem-30516	101	30	to	to	ADP
fbem-30516	101	31	3	3	NUM
fbem-30516	101	32	-	-	SYM
fbem-30516	101	33	5	5	NUM
fbem-30516	101	34	different	different	ADJ
fbem-30516	101	35	social	social	ADJ
fbem-30516	101	36	circles	circle	NOUN
fbem-30516	101	37	on	on	ADP
fbem-30516	101	38	average	average	ADJ
fbem-30516	101	39	.	.	PUNCT
fbem-30516	102	1	professional	professional	ADJ
fbem-30516	102	2	influence	influence	NOUN
fbem-30516	102	3	players	player	NOUN
fbem-30516	102	4	approach	approach	VERB
fbem-30516	102	5	centrality	centrality	NOUN
fbem-30516	102	6	prominently	prominently	ADV
fbem-30516	102	7	,	,	PUNCT
fbem-30516	102	8	with	with	ADP
fbem-30516	102	9	higher	high	ADJ
fbem-30516	102	10	gaming	gaming	NOUN
fbem-30516	102	11	level	level	NOUN
fbem-30516	102	12	,	,	PUNCT
fbem-30516	102	13	and	and	CCONJ
fbem-30516	102	14	opinions	opinion	NOUN
fbem-30516	102	15	and	and	CCONJ
fbem-30516	102	16	suggestions	suggestion	NOUN
fbem-30516	102	17	are	be	AUX
fbem-30516	102	18	more	more	ADV
fbem-30516	102	19	likely	likely	ADJ
fbem-30516	102	20	to	to	PART
fbem-30516	102	21	be	be	AUX
fbem-30516	102	22	adopted	adopt	VERB
fbem-30516	102	23	by	by	ADP
fbem-30516	102	24	other	other	ADJ
fbem-30516	102	25	players	player	NOUN
fbem-30516	102	26	.	.	PUNCT
fbem-30516	103	1	the	the	DET
fbem-30516	103	2	three	three	NUM
fbem-30516	103	3	types	type	NOUN
fbem-30516	103	4	of	of	ADP
fbem-30516	103	5	nodes	node	NOUN
fbem-30516	103	6	show	show	VERB
fbem-30516	103	7	significant	significant	ADJ
fbem-30516	103	8	driving	driving	NOUN
fbem-30516	103	9	effect	effect	NOUN
fbem-30516	103	10	in	in	ADP
fbem-30516	103	11	the	the	DET
fbem-30516	103	12	early	early	ADJ
fbem-30516	103	13	stage	stage	NOUN
fbem-30516	103	14	of	of	ADP
fbem-30516	103	15	information	information	NOUN
fbem-30516	103	16	dissemination	dissemination	NOUN
fbem-30516	103	17	,	,	PUNCT
fbem-30516	103	18	and	and	CCONJ
fbem-30516	103	19	on	on	ADP
fbem-30516	103	20	average	average	ADJ
fbem-30516	103	21	,	,	PUNCT
fbem-30516	103	22	each	each	DET
fbem-30516	103	23	core	core	NOUN
fbem-30516	103	24	node	node	NOUN
fbem-30516	103	25	can	can	AUX
fbem-30516	103	26	drive	drive	VERB
fbem-30516	103	27	15	15	NUM
fbem-30516	103	28	-	-	SYM
fbem-30516	103	29	20	20	NUM
fbem-30516	103	30	new	new	ADJ
fbem-30516	103	31	players	player	NOUN
fbem-30516	103	32	to	to	PART
fbem-30516	103	33	participate	participate	VERB
fbem-30516	103	34	in	in	ADP
fbem-30516	103	35	the	the	DET
fbem-30516	103	36	activity	activity	NOUN
fbem-30516	103	37	within	within	ADP
fbem-30516	103	38	24	24	NUM
fbem-30516	103	39	hours	hour	NOUN
fbem-30516	103	40	.	.	PUNCT
fbem-30516	104	1	among	among	ADP
fbem-30516	104	2	them	they	PRON
fbem-30516	104	3	,	,	PUNCT
fbem-30516	104	4	the	the	DET
fbem-30516	104	5	social	social	ADJ
fbem-30516	104	6	core	core	NOUN
fbem-30516	104	7	type	type	NOUN
fbem-30516	104	8	nodes	node	NOUN
fbem-30516	104	9	have	have	VERB
fbem-30516	104	10	the	the	DET
fbem-30516	104	11	highest	high	ADJ
fbem-30516	104	12	dissemination	dissemination	NOUN
fbem-30516	104	13	efficiency	efficiency	NOUN
fbem-30516	104	14	,	,	PUNCT
fbem-30516	104	15	with	with	ADP
fbem-30516	104	16	an	an	DET
fbem-30516	104	17	average	average	NOUN
fbem-30516	104	18	of	of	ADP
fbem-30516	104	19	20.3	20.3	NUM
fbem-30516	104	20	new	new	ADJ
fbem-30516	104	21	players	player	NOUN
fbem-30516	104	22	driven	drive	VERB
fbem-30516	104	23	by	by	ADP
fbem-30516	104	24	each	each	DET
fbem-30516	104	25	node	node	NOUN
fbem-30516	104	26	within	within	ADP
fbem-30516	104	27	24	24	NUM
fbem-30516	104	28	hours	hour	NOUN
fbem-30516	104	29	,	,	PUNCT
fbem-30516	104	30	and	and	CCONJ
fbem-30516	104	31	15.8	15.8	NUM
fbem-30516	104	32	and	and	CCONJ
fbem-30516	104	33	17.2	17.2	NUM
fbem-30516	104	34	new	new	ADJ
fbem-30516	104	35	players	player	NOUN
fbem-30516	104	36	for	for	ADP
fbem-30516	104	37	information	information	NOUN
fbem-30516	104	38	bridging	bridging	NOUN
fbem-30516	104	39	and	and	CCONJ
fbem-30516	104	40	professional	professional	ADJ
fbem-30516	104	41	influencing	influencing	NOUN
fbem-30516	104	42	nodes	node	NOUN
fbem-30516	104	43	respectively	respectively	ADV
fbem-30516	104	44	.	.	PUNCT
fbem-30516	105	1	6.2	6.2	NUM
fbem-30516	105	2	.	.	PUNCT
fbem-30516	106	1	information	information	NOUN
fbem-30516	106	2	entropy	entropy	VERB
fbem-30516	106	3	analysis	analysis	NOUN
fbem-30516	106	4	results	result	VERB
fbem-30516	106	5	information	information	NOUN
fbem-30516	106	6	entropy	entropy	VERB
fbem-30516	106	7	analysis	analysis	NOUN
fbem-30516	106	8	reveals	reveal	VERB
fbem-30516	106	9	that	that	SCONJ
fbem-30516	106	10	the	the	DET
fbem-30516	106	11	game	game	NOUN
fbem-30516	106	12	social	social	ADJ
fbem-30516	106	13	fission	fission	NOUN
fbem-30516	106	14	propagation	propagation	NOUN
fbem-30516	106	15	presents	present	VERB
fbem-30516	106	16	obvious	obvious	ADJ
fbem-30516	106	17	stage	stage	NOUN
fbem-30516	106	18	characteristics	characteristic	NOUN
fbem-30516	106	19	.	.	PUNCT
fbem-30516	107	1	as	as	SCONJ
fbem-30516	107	2	shown	show	VERB
fbem-30516	107	3	in	in	ADP
fbem-30516	107	4	figure	figure	NOUN
fbem-30516	107	5	1	1	NUM
fbem-30516	107	6	,	,	PUNCT
fbem-30516	107	7	the	the	DET
fbem-30516	107	8	change	change	NOUN
fbem-30516	107	9	of	of	ADP
fbem-30516	107	10	information	information	NOUN
fbem-30516	107	11	entropy	entropy	NOUN
fbem-30516	107	12	during	during	ADP
fbem-30516	107	13	the	the	DET
fbem-30516	107	14	propagation	propagation	NOUN
fbem-30516	107	15	process	process	NOUN
fbem-30516	107	16	shows	show	VERB
fbem-30516	107	17	a	a	DET
fbem-30516	107	18	significant	significant	ADJ
fbem-30516	107	19	correlation	correlation	NOUN
fbem-30516	107	20	with	with	ADP
fbem-30516	107	21	the	the	DET
fbem-30516	107	22	growth	growth	NOUN
fbem-30516	107	23	of	of	ADP
fbem-30516	107	24	the	the	DET
fbem-30516	107	25	number	number	NOUN
fbem-30516	107	26	of	of	ADP
fbem-30516	107	27	participants	participant	NOUN
fbem-30516	107	28	in	in	ADP
fbem-30516	107	29	the	the	DET
fbem-30516	107	30	activity	activity	NOUN
fbem-30516	107	31	.	.	PUNCT
fbem-30516	108	1	the	the	DET
fbem-30516	108	2	rapid	rapid	ADJ
fbem-30516	108	3	rise	rise	NOUN
fbem-30516	108	4	of	of	ADP
fbem-30516	108	5	information	information	NOUN
fbem-30516	108	6	entropy	entropy	NOUN
fbem-30516	108	7	in	in	ADP
fbem-30516	108	8	the	the	DET
fbem-30516	108	9	early	early	ADJ
fbem-30516	108	10	stage	stage	NOUN
fbem-30516	108	11	of	of	ADP
fbem-30516	108	12	propagation	propagation	NOUN
fbem-30516	108	13	(	(	PUNCT
fbem-30516	108	14	0	0	NUM
fbem-30516	108	15	-	-	NUM
fbem-30516	108	16	24h	24h	NOUN
fbem-30516	108	17	)	)	PUNCT
fbem-30516	108	18	reflects	reflect	VERB
fbem-30516	108	19	the	the	DET
fbem-30516	108	20	explosive	explosive	ADJ
fbem-30516	108	21	spread	spread	NOUN
fbem-30516	108	22	of	of	ADP
fbem-30516	108	23	information	information	NOUN
fbem-30516	108	24	in	in	ADP
fbem-30516	108	25	the	the	DET
fbem-30516	108	26	core	core	NOUN
fbem-30516	108	27	player	player	NOUN
fbem-30516	108	28	group	group	NOUN
fbem-30516	108	29	,	,	PUNCT
fbem-30516	108	30	and	and	CCONJ
fbem-30516	108	31	the	the	DET
fbem-30516	108	32	highly	highly	ADV
fbem-30516	108	33	diversified	diversified	ADJ
fbem-30516	108	34	ways	way	NOUN
fbem-30516	108	35	of	of	ADP
fbem-30516	108	36	players	player	NOUN
fbem-30516	108	37	'	'	PART
fbem-30516	108	38	understanding	understanding	NOUN
fbem-30516	108	39	and	and	CCONJ
fbem-30516	108	40	dissemination	dissemination	NOUN
fbem-30516	108	41	of	of	ADP
fbem-30516	108	42	activity	activity	NOUN
fbem-30516	108	43	information	information	NOUN
fbem-30516	108	44	.	.	PUNCT
fbem-30516	109	1	the	the	DET
fbem-30516	109	2	fluctuation	fluctuation	NOUN
fbem-30516	109	3	of	of	ADP
fbem-30516	109	4	information	information	NOUN
fbem-30516	109	5	entropy	entropy	NOUN
fbem-30516	109	6	in	in	ADP
fbem-30516	109	7	the	the	DET
fbem-30516	109	8	middle	middle	ADJ
fbem-30516	109	9	stage	stage	NOUN
fbem-30516	109	10	(	(	PUNCT
fbem-30516	109	11	24	24	NUM
fbem-30516	109	12	-	-	PUNCT
fbem-30516	109	13	72h	72h	NUM
fbem-30516	109	14	)	)	PUNCT
fbem-30516	109	15	indicates	indicate	VERB
fbem-30516	109	16	that	that	SCONJ
fbem-30516	109	17	the	the	DET
fbem-30516	109	18	dissemination	dissemination	NOUN
fbem-30516	109	19	enters	enter	VERB
fbem-30516	109	20	a	a	DET
fbem-30516	109	21	stable	stable	ADJ
fbem-30516	109	22	state	state	NOUN
fbem-30516	109	23	,	,	PUNCT
fbem-30516	109	24	different	different	ADJ
fbem-30516	109	25	dissemination	dissemination	NOUN
fbem-30516	109	26	paths	path	NOUN
fbem-30516	109	27	develop	develop	VERB
fbem-30516	109	28	in	in	ADP
fbem-30516	109	29	parallel	parallel	NOUN
fbem-30516	109	30	,	,	PUNCT
fbem-30516	109	31	and	and	CCONJ
fbem-30516	109	32	the	the	DET
fbem-30516	109	33	information	information	NOUN
fbem-30516	109	34	content	content	NOUN
fbem-30516	109	35	is	be	AUX
fbem-30516	109	36	gradually	gradually	ADV
fbem-30516	109	37	standardised	standardise	VERB
fbem-30516	109	38	.	.	PUNCT
fbem-30516	110	1	in	in	ADP
fbem-30516	110	2	the	the	DET
fbem-30516	110	3	later	later	ADJ
fbem-30516	110	4	stage	stage	NOUN
fbem-30516	110	5	(	(	PUNCT
fbem-30516	110	6	after	after	ADP
fbem-30516	110	7	72h	72h	NUM
fbem-30516	110	8	)	)	PUNCT
fbem-30516	110	9	,	,	PUNCT
fbem-30516	110	10	the	the	DET
fbem-30516	110	11	decrease	decrease	NOUN
fbem-30516	110	12	of	of	ADP
fbem-30516	110	13	information	information	NOUN
fbem-30516	110	14	entropy	entropy	NOUN
fbem-30516	110	15	shows	show	VERB
fbem-30516	110	16	that	that	SCONJ
fbem-30516	110	17	the	the	DET
fbem-30516	110	18	propagation	propagation	NOUN
fbem-30516	110	19	gradually	gradually	ADV
fbem-30516	110	20	converges	converge	VERB
fbem-30516	110	21	,	,	PUNCT
fbem-30516	110	22	and	and	CCONJ
fbem-30516	110	23	the	the	DET
fbem-30516	110	24	players	player	NOUN
fbem-30516	110	25	'	'	PART
fbem-30516	110	26	understanding	understanding	NOUN
fbem-30516	110	27	of	of	ADP
fbem-30516	110	28	the	the	DET
fbem-30516	110	29	activity	activity	NOUN
fbem-30516	110	30	information	information	NOUN
fbem-30516	110	31	tends	tend	VERB
fbem-30516	110	32	to	to	PART
fbem-30516	110	33	be	be	AUX
fbem-30516	110	34	consistent	consistent	ADJ
fbem-30516	110	35	.	.	PUNCT
fbem-30516	111	1	data	datum	NOUN
fbem-30516	111	2	analysis	analysis	NOUN
fbem-30516	111	3	shows	show	VERB
fbem-30516	111	4	that	that	SCONJ
fbem-30516	111	5	the	the	DET
fbem-30516	111	6	information	information	NOUN
fbem-30516	111	7	entropy	entropy	NOUN
fbem-30516	111	8	is	be	AUX
fbem-30516	111	9	significantly	significantly	ADV
fbem-30516	111	10	positively	positively	ADV
fbem-30516	111	11	correlated	correlate	VERB
fbem-30516	111	12	with	with	ADP
fbem-30516	111	13	the	the	DET
fbem-30516	111	14	growth	growth	NOUN
fbem-30516	111	15	rate	rate	NOUN
fbem-30516	111	16	of	of	ADP
fbem-30516	111	17	the	the	DET
fbem-30516	111	18	number	number	NOUN
fbem-30516	111	19	of	of	ADP
fbem-30516	111	20	participants	participant	NOUN
fbem-30516	111	21	in	in	ADP
fbem-30516	111	22	the	the	DET
fbem-30516	111	23	activity	activity	NOUN
fbem-30516	111	24	(	(	PUNCT
fbem-30516	111	25	r²=0.857	r²=0.857	NUM
fbem-30516	111	26	)	)	PUNCT
fbem-30516	111	27	,	,	PUNCT
fbem-30516	111	28	and	and	CCONJ
fbem-30516	111	29	when	when	SCONJ
fbem-30516	111	30	the	the	DET
fbem-30516	111	31	information	information	NOUN
fbem-30516	111	32	entropy	entropy	NOUN
fbem-30516	111	33	is	be	AUX
fbem-30516	111	34	maintained	maintain	VERB
fbem-30516	111	35	in	in	ADP
fbem-30516	111	36	the	the	DET
fbem-30516	111	37	range	range	NOUN
fbem-30516	111	38	of	of	ADP
fbem-30516	111	39	0.75	0.75	NUM
fbem-30516	111	40	-	-	SYM
fbem-30516	111	41	0.85	0.85	NUM
fbem-30516	111	42	,	,	PUNCT
fbem-30516	111	43	the	the	DET
fbem-30516	111	44	dissemination	dissemination	NOUN
fbem-30516	111	45	effect	effect	NOUN
fbem-30516	111	46	is	be	AUX
fbem-30516	111	47	the	the	DET
fbem-30516	111	48	best	good	ADJ
fbem-30516	111	49	.	.	PUNCT
fbem-30516	112	1	actual	actual	ADJ
fbem-30516	112	2	data	datum	NOUN
fbem-30516	112	3	show	show	VERB
fbem-30516	112	4	that	that	SCONJ
fbem-30516	112	5	every	every	DET
fbem-30516	112	6	0.1	0.1	NUM
fbem-30516	112	7	increase	increase	NOUN
fbem-30516	112	8	in	in	ADP
fbem-30516	112	9	information	information	NOUN
fbem-30516	112	10	entropy	entropy	NOUN
fbem-30516	112	11	can	can	AUX
fbem-30516	112	12	bring	bring	VERB
fbem-30516	112	13	about	about	ADV
fbem-30516	112	14	15	15	NUM
fbem-30516	112	15	%	%	NOUN
fbem-30516	112	16	growth	growth	NOUN
fbem-30516	112	17	in	in	ADP
fbem-30516	112	18	the	the	DET
fbem-30516	112	19	number	number	NOUN
fbem-30516	112	20	of	of	ADP
fbem-30516	112	21	participants	participant	NOUN
fbem-30516	112	22	on	on	ADP
fbem-30516	112	23	average	average	ADJ
fbem-30516	112	24	.	.	PUNCT
fbem-30516	113	1	figure	figure	NOUN
fbem-30516	113	2	1	1	NUM
fbem-30516	113	3	.	.	X
fbem-30516	113	4	relationship	relationship	NOUN
fbem-30516	113	5	between	between	ADP
fbem-30516	113	6	the	the	DET
fbem-30516	113	7	change	change	NOUN
fbem-30516	113	8	of	of	ADP
fbem-30516	113	9	information	information	NOUN
fbem-30516	113	10	entropy	entropy	NOUN
fbem-30516	113	11	and	and	CCONJ
fbem-30516	113	12	the	the	DET
fbem-30516	113	13	number	number	NOUN
fbem-30516	113	14	of	of	ADP
fbem-30516	113	15	participants	participant	NOUN
fbem-30516	113	16	in	in	ADP
fbem-30516	113	17	the	the	DET
fbem-30516	113	18	activity	activity	NOUN
fbem-30516	113	19	6.3	6.3	NUM
fbem-30516	113	20	.	.	PUNCT
fbem-30516	114	1	communication	communication	NOUN
fbem-30516	114	2	effectiveness	effectiveness	NOUN
fbem-30516	114	3	assessment	assessment	NOUN
fbem-30516	114	4	the	the	DET
fbem-30516	114	5	analysis	analysis	NOUN
fbem-30516	114	6	results	result	NOUN
fbem-30516	114	7	of	of	ADP
fbem-30516	114	8	node	node	ADJ
fbem-30516	114	9	centrality	centrality	NOUN
fbem-30516	114	10	and	and	CCONJ
fbem-30516	114	11	information	information	NOUN
fbem-30516	114	12	entropy	entropy	NOUN
fbem-30516	114	13	are	be	AUX
fbem-30516	114	14	combined	combine	VERB
fbem-30516	114	15	to	to	PART
fbem-30516	114	16	construct	construct	VERB
fbem-30516	114	17	the	the	DET
fbem-30516	114	18	propagation	propagation	NOUN
fbem-30516	114	19	efficacy	efficacy	NOUN
fbem-30516	114	20	assessment	assessment	NOUN
fbem-30516	114	21	index	index	NOUN
fbem-30516	114	22	e	e	NOUN
fbem-30516	114	23	see	see	VERB
fbem-30516	114	24	equation	equation	NOUN
fbem-30516	114	25	(	(	PUNCT
fbem-30516	114	26	4	4	NUM
fbem-30516	114	27	):	):	PUNCT
fbem-30516	114	28	𝐸	𝐸	PROPN
fbem-30516	114	29	=	=	PUNCT
fbem-30516	114	30	𝑤1	𝑤1	VERB
fbem-30516	114	31	∑	∑	PUNCT
fbem-30516	114	32	(	(	PUNCT
fbem-30516	114	33	𝛼𝐷𝑐,𝑖	𝛼𝐷𝑐,𝑖	PROPN
fbem-30516	114	34	+	+	NUM
fbem-30516	114	35	𝛽𝐵𝑐,𝑖	𝛽𝐵𝑐,𝑖	PROPN
fbem-30516	114	36	+	+	NUM
fbem-30516	114	37	𝛾𝐶𝑐,𝑖	𝛾𝐶𝑐,𝑖	X
fbem-30516	114	38	)	)	PUNCT
fbem-30516	115	1	𝑛	𝑛	PRON
fbem-30516	115	2	𝑖=1	𝑖=1	PUNCT
fbem-30516	116	1	+	+	NUM
fbem-30516	116	2	𝑤2𝐻	𝑤2𝐻	NOUN
fbem-30516	116	3	(	(	PUNCT
fbem-30516	116	4	4	4	X
fbem-30516	116	5	)	)	PUNCT
fbem-30516	116	6	where	where	SCONJ
fbem-30516	116	7	dc	dc	PROPN
fbem-30516	116	8	,	,	PUNCT
fbem-30516	116	9	bc	bc	PROPN
fbem-30516	116	10	,	,	PUNCT
fbem-30516	116	11	cc	cc	AUX
fbem-30516	116	12	represent	represent	VERB
fbem-30516	116	13	degree	degree	NOUN
fbem-30516	116	14	centrality	centrality	NOUN
fbem-30516	116	15	,	,	PUNCT
fbem-30516	116	16	median	median	ADJ
fbem-30516	116	17	centrality	centrality	NOUN
fbem-30516	116	18	and	and	CCONJ
fbem-30516	116	19	proximity	proximity	NOUN
fbem-30516	116	20	centrality	centrality	NOUN
fbem-30516	116	21	respectively	respectively	ADV
fbem-30516	116	22	,	,	PUNCT
fbem-30516	116	23	h	h	PROPN
fbem-30516	116	24	is	be	AUX
fbem-30516	116	25	information	information	NOUN
fbem-30516	116	26	entropy	entropy	NOUN
fbem-30516	116	27	,	,	PUNCT
fbem-30516	116	28	and	and	CCONJ
fbem-30516	116	29	w1	w1	NOUN
fbem-30516	116	30	,	,	PUNCT
fbem-30516	116	31	w2	w2	NOUN
fbem-30516	116	32	are	be	AUX
fbem-30516	116	33	balance	balance	NOUN
fbem-30516	116	34	parameters	parameter	NOUN
fbem-30516	116	35	.	.	PUNCT
fbem-30516	117	1	the	the	DET
fbem-30516	117	2	evaluation	evaluation	NOUN
fbem-30516	117	3	index	index	NOUN
fbem-30516	117	4	shows	show	VERB
fbem-30516	117	5	that	that	SCONJ
fbem-30516	117	6	high	high	ADJ
fbem-30516	117	7	-	-	PUNCT
fbem-30516	117	8	performance	performance	NOUN
fbem-30516	117	9	communication	communication	NOUN
fbem-30516	117	10	has	have	VERB
fbem-30516	117	11	the	the	DET
fbem-30516	117	12	following	follow	VERB
fbem-30516	117	13	characteristics	characteristic	NOUN
fbem-30516	117	14	:	:	PUNCT
fbem-30516	117	15	the	the	DET
fbem-30516	117	16	composite	composite	ADJ
fbem-30516	117	17	centrality	centrality	NOUN
fbem-30516	117	18	index	index	NOUN
fbem-30516	117	19	of	of	ADP
fbem-30516	117	20	the	the	DET
fbem-30516	117	21	core	core	NOUN
fbem-30516	117	22	nodes	node	NOUN
fbem-30516	117	23	is	be	AUX
fbem-30516	117	24	greater	great	ADJ
fbem-30516	117	25	than	than	ADP
fbem-30516	117	26	0.7	0.7	NUM
fbem-30516	117	27	,	,	PUNCT
fbem-30516	117	28	the	the	DET
fbem-30516	117	29	information	information	NOUN
fbem-30516	117	30	entropy	entropy	NOUN
fbem-30516	117	31	is	be	AUX
fbem-30516	117	32	maintained	maintain	VERB
fbem-30516	117	33	at	at	ADP
fbem-30516	117	34	about	about	ADV
fbem-30516	117	35	0.8	0.8	NUM
fbem-30516	117	36	,	,	PUNCT
fbem-30516	117	37	and	and	CCONJ
fbem-30516	117	38	the	the	DET
fbem-30516	117	39	ratio	ratio	NOUN
fbem-30516	117	40	of	of	ADP
fbem-30516	117	41	the	the	DET
fbem-30516	117	42	number	number	NOUN
fbem-30516	117	43	of	of	ADP
fbem-30516	117	44	propagation	propagation	NOUN
fbem-30516	117	45	paths	path	NOUN
fbem-30516	117	46	to	to	ADP
fbem-30516	117	47	the	the	DET
fbem-30516	117	48	size	size	NOUN
fbem-30516	117	49	of	of	ADP
fbem-30516	117	50	the	the	DET
fbem-30516	117	51	network	network	NOUN
fbem-30516	117	52	is	be	AUX
fbem-30516	117	53	close	close	ADJ
fbem-30516	117	54	to	to	ADP
fbem-30516	117	55	0.3	0.3	NUM
fbem-30516	117	56	.	.	PUNCT
fbem-30516	118	1	based	base	VERB
fbem-30516	118	2	on	on	ADP
fbem-30516	118	3	these	these	DET
fbem-30516	118	4	parameters	parameter	NOUN
fbem-30516	118	5	,	,	PUNCT
fbem-30516	118	6	the	the	DET
fbem-30516	118	7	communication	communication	NOUN
fbem-30516	118	8	efficacy	efficacy	NOUN
fbem-30516	118	9	of	of	ADP
fbem-30516	118	10	the	the	DET
fbem-30516	118	11	10	10	NUM
fbem-30516	118	12	game	game	NOUN
fbem-30516	118	13	campaigns	campaign	NOUN
fbem-30516	118	14	was	be	AUX
fbem-30516	118	15	comparatively	comparatively	ADV
fbem-30516	118	16	analysed	analyse	VERB
fbem-30516	118	17	,	,	PUNCT
fbem-30516	118	18	and	and	CCONJ
fbem-30516	118	19	the	the	DET
fbem-30516	118	20	results	result	NOUN
fbem-30516	118	21	showed	show	VERB
fbem-30516	118	22	that	that	SCONJ
fbem-30516	118	23	the	the	DET
fbem-30516	118	24	communication	communication	NOUN
fbem-30516	118	25	efficacy	efficacy	NOUN
fbem-30516	118	26	was	be	AUX
fbem-30516	118	27	increased	increase	VERB
fbem-30516	118	28	by	by	ADP
fbem-30516	118	29	an	an	DET
fbem-30516	118	30	average	average	NOUN
fbem-30516	118	31	of	of	ADP
fbem-30516	118	32	31.5	31.5	NUM
fbem-30516	118	33	%	%	NOUN
fbem-30516	118	34	after	after	ADP
fbem-30516	118	35	adopting	adopt	VERB
fbem-30516	118	36	optimisation	optimisation	NOUN
fbem-30516	118	37	strategies	strategy	NOUN
fbem-30516	118	38	,	,	PUNCT
fbem-30516	118	39	the	the	DET
fbem-30516	118	40	user	user	NOUN
fbem-30516	118	41	conversion	conversion	NOUN
fbem-30516	118	42	rate	rate	NOUN
fbem-30516	118	43	was	be	AUX
fbem-30516	118	44	increased	increase	VERB
fbem-30516	118	45	by	by	ADP
fbem-30516	118	46	22.8	22.8	NUM
fbem-30516	118	47	%	%	NOUN
fbem-30516	118	48	,	,	PUNCT
fbem-30516	118	49	and	and	CCONJ
fbem-30516	118	50	a	a	DET
fbem-30516	118	51	reduction	reduction	NOUN
fbem-30516	118	52	of	of	ADP
fbem-30516	118	53	18.3	18.3	NUM
fbem-30516	118	54	%	%	NOUN
fbem-30516	118	55	in	in	ADP
fbem-30516	118	56	communication	communication	NOUN
fbem-30516	118	57	costs	cost	NOUN
fbem-30516	118	58	.	.	PUNCT
fbem-30516	119	1	6.4	6.4	NUM
fbem-30516	119	2	.	.	PUNCT
fbem-30516	119	3	case	case	NOUN
fbem-30516	119	4	studies	study	NOUN
fbem-30516	119	5	the	the	DET
fbem-30516	119	6	hearthstone	hearthstone	PROPN
fbem-30516	119	7	legends	legend	NOUN
fbem-30516	119	8	spring	spring	NOUN
fbem-30516	119	9	2024	2024	NUM
fbem-30516	119	10	new	new	ADJ
fbem-30516	119	11	card	card	NOUN
fbem-30516	119	12	pack	pack	NOUN
fbem-30516	119	13	release	release	NOUN
fbem-30516	119	14	campaign	campaign	NOUN
fbem-30516	119	15	used	use	VERB
fbem-30516	119	16	a	a	DET
fbem-30516	119	17	social	social	ADJ
fbem-30516	119	18	fission	fission	NOUN
fbem-30516	119	19	communication	communication	NOUN
fbem-30516	119	20	strategy	strategy	NOUN
fbem-30516	119	21	to	to	PART
fbem-30516	119	22	motivate	motivate	VERB
fbem-30516	119	23	players	player	NOUN
fbem-30516	119	24	to	to	PART
fbem-30516	119	25	share	share	VERB
fbem-30516	119	26	the	the	DET
fbem-30516	119	27	cards	card	NOUN
fbem-30516	119	28	through	through	ADP
fbem-30516	119	29	the	the	DET
fbem-30516	119	30	mechanism	mechanism	NOUN
fbem-30516	119	31	of	of	ADP
fbem-30516	119	32	‘	'	PUNCT
fbem-30516	119	33	bringing	bring	VERB
fbem-30516	119	34	the	the	DET
fbem-30516	119	35	old	old	ADJ
fbem-30516	119	36	to	to	ADP
fbem-30516	119	37	the	the	DET
fbem-30516	119	38	new	new	ADJ
fbem-30516	119	39	’	'	PUNCT
fbem-30516	119	40	.	.	PUNCT
fbem-30516	120	1	according	accord	VERB
fbem-30516	120	2	to	to	ADP
fbem-30516	120	3	the	the	DET
fbem-30516	120	4	campaign	campaign	NOUN
fbem-30516	120	5	data	datum	NOUN
fbem-30516	120	6	,	,	PUNCT
fbem-30516	120	7	the	the	DET
fbem-30516	120	8	7	7	NUM
fbem-30516	120	9	-	-	PUNCT
fbem-30516	120	10	day	day	NOUN
fbem-30516	120	11	campaign	campaign	NOUN
fbem-30516	120	12	covered	cover	VERB
fbem-30516	120	13	823,000	823,000	NUM
fbem-30516	120	14	players	player	NOUN
fbem-30516	120	15	,	,	PUNCT
fbem-30516	120	16	forming	form	VERB
fbem-30516	120	17	a	a	DET
fbem-30516	120	18	complex	complex	ADJ
fbem-30516	120	19	multi	multi	ADJ
fbem-30516	120	20	-	-	ADJ
fbem-30516	120	21	level	level	ADJ
fbem-30516	120	22	communication	communication	NOUN
fbem-30516	120	23	network	network	NOUN
fbem-30516	120	24	.	.	PUNCT
fbem-30516	121	1	the	the	DET
fbem-30516	121	2	core	core	NOUN
fbem-30516	121	3	nodes	node	NOUN
fbem-30516	121	4	were	be	AUX
fbem-30516	121	5	mainly	mainly	ADV
fbem-30516	121	6	composed	compose	VERB
fbem-30516	121	7	of	of	ADP
fbem-30516	121	8	game	game	NOUN
fbem-30516	121	9	anchors	anchor	NOUN
fbem-30516	121	10	(	(	PUNCT
fbem-30516	121	11	15	15	NUM
fbem-30516	121	12	%	%	NOUN
fbem-30516	121	13	)	)	PUNCT
fbem-30516	121	14	,	,	PUNCT
fbem-30516	121	15	senior	senior	ADJ
fbem-30516	121	16	players	player	NOUN
fbem-30516	121	17	(	(	PUNCT
fbem-30516	121	18	45	45	NUM
fbem-30516	121	19	%	%	NOUN
fbem-30516	121	20	)	)	PUNCT
fbem-30516	121	21	and	and	CCONJ
fbem-30516	121	22	active	active	ADJ
fbem-30516	121	23	guild	guild	NOUN
fbem-30516	121	24	members	member	NOUN
fbem-30516	121	25	(	(	PUNCT
fbem-30516	121	26	40	40	NUM
fbem-30516	121	27	%	%	NOUN
fbem-30516	121	28	)	)	PUNCT
fbem-30516	121	29	.	.	PUNCT
fbem-30516	122	1	the	the	DET
fbem-30516	122	2	information	information	NOUN
fbem-30516	122	3	entropy	entropy	NOUN
fbem-30516	122	4	peaked	peak	VERB
fbem-30516	122	5	at	at	ADP
fbem-30516	122	6	0.892	0.892	NUM
fbem-30516	122	7	during	during	ADP
fbem-30516	122	8	the	the	DET
fbem-30516	122	9	propagation	propagation	NOUN
fbem-30516	122	10	process	process	NOUN
fbem-30516	122	11	,	,	PUNCT
fbem-30516	122	12	and	and	CCONJ
fbem-30516	122	13	the	the	DET
fbem-30516	122	14	propagation	propagation	NOUN
fbem-30516	122	15	speed	speed	NOUN
fbem-30516	122	16	reached	reach	VERB
fbem-30516	122	17	its	its	PRON
fbem-30516	122	18	highest	high	ADJ
fbem-30516	122	19	on	on	ADP
fbem-30516	122	20	the	the	DET
fbem-30516	122	21	second	second	ADJ
fbem-30516	122	22	day	day	NOUN
fbem-30516	122	23	of	of	ADP
fbem-30516	122	24	the	the	DET
fbem-30516	122	25	event	event	NOUN
fbem-30516	122	26	,	,	PUNCT
fbem-30516	122	27	with	with	ADP
fbem-30516	122	28	156,000	156,000	NUM
fbem-30516	122	29	new	new	ADJ
fbem-30516	122	30	participating	participate	VERB
fbem-30516	122	31	players	player	NOUN
fbem-30516	122	32	on	on	ADP
fbem-30516	122	33	a	a	DET
fbem-30516	122	34	single	single	ADJ
fbem-30516	122	35	day	day	NOUN
fbem-30516	122	36	.	.	PUNCT
fbem-30516	123	1	node	node	ADJ
fbem-30516	123	2	centrality	centrality	NOUN
fbem-30516	123	3	analysis	analysis	NOUN
fbem-30516	123	4	showed	show	VERB
fbem-30516	123	5	that	that	SCONJ
fbem-30516	123	6	the	the	DET
fbem-30516	123	7	top	top	ADJ
fbem-30516	123	8	10	10	NUM
fbem-30516	123	9	%	%	NOUN
fbem-30516	123	10	of	of	ADP
fbem-30516	123	11	players	player	NOUN
fbem-30516	123	12	contributed	contribute	VERB
fbem-30516	123	13	73	73	NUM
fbem-30516	123	14	%	%	NOUN
fbem-30516	123	15	of	of	ADP
fbem-30516	123	16	the	the	DET
fbem-30516	123	17	effective	effective	ADJ
fbem-30516	123	18	dissemination	dissemination	NOUN
fbem-30516	123	19	,	,	PUNCT
fbem-30516	123	20	and	and	CCONJ
fbem-30516	123	21	each	each	DET
fbem-30516	123	22	core	core	NOUN
fbem-30516	123	23	node	node	NOUN
fbem-30516	123	24	drove	drive	VERB
fbem-30516	123	25	18.5	18.5	NUM
fbem-30516	123	26	new	new	ADJ
fbem-30516	123	27	players	player	NOUN
fbem-30516	123	28	to	to	PART
fbem-30516	123	29	participate	participate	VERB
fbem-30516	123	30	on	on	ADP
fbem-30516	123	31	average	average	ADJ
fbem-30516	123	32	.	.	PUNCT
fbem-30516	124	1	the	the	DET
fbem-30516	124	2	case	case	NOUN
fbem-30516	124	3	verified	verify	VERB
fbem-30516	124	4	the	the	DET
fbem-30516	124	5	practicality	practicality	NOUN
fbem-30516	124	6	of	of	ADP
fbem-30516	124	7	the	the	DET
fbem-30516	124	8	evaluation	evaluation	NOUN
fbem-30516	124	9	system	system	NOUN
fbem-30516	124	10	,	,	PUNCT
fbem-30516	124	11	and	and	CCONJ
fbem-30516	124	12	the	the	DET
fbem-30516	124	13	final	final	ADJ
fbem-30516	124	14	number	number	NOUN
fbem-30516	124	15	of	of	ADP
fbem-30516	124	16	campaign	campaign	NOUN
fbem-30516	124	17	participants	participant	NOUN
fbem-30516	124	18	exceeded	exceed	VERB
fbem-30516	124	19	the	the	DET
fbem-30516	124	20	expected	expect	VERB
fbem-30516	124	21	target	target	NOUN
fbem-30516	124	22	by	by	ADP
fbem-30516	124	23	35	35	NUM
fbem-30516	124	24	%	%	NOUN
fbem-30516	124	25	,	,	PUNCT
fbem-30516	124	26	and	and	CCONJ
fbem-30516	124	27	client	client	NOUN
fbem-30516	124	28	downloads	download	NOUN
fbem-30516	124	29	increased	increase	VERB
fbem-30516	124	30	by	by	ADP
fbem-30516	124	31	42	42	NUM
fbem-30516	124	32	%	%	NOUN
fbem-30516	124	33	.	.	PUNCT
fbem-30516	125	1	7	7	X
fbem-30516	125	2	.	.	X
fbem-30516	125	3	conclusion	conclusion	VERB
fbem-30516	125	4	the	the	DET
fbem-30516	125	5	evaluation	evaluation	NOUN
fbem-30516	125	6	system	system	NOUN
fbem-30516	125	7	of	of	ADP
fbem-30516	125	8	game	game	NOUN
fbem-30516	125	9	social	social	ADJ
fbem-30516	125	10	fission	fission	NOUN
fbem-30516	125	11	communication	communication	NOUN
fbem-30516	125	12	effectiveness	effectiveness	NOUN
fbem-30516	125	13	constructed	construct	VERB
fbem-30516	125	14	based	base	VERB
fbem-30516	125	15	on	on	ADP
fbem-30516	125	16	complex	complex	ADJ
fbem-30516	125	17	110	110	NUM
fbem-30516	125	18	network	network	NOUN
fbem-30516	125	19	theory	theory	NOUN
fbem-30516	125	20	and	and	CCONJ
fbem-30516	125	21	information	information	NOUN
fbem-30516	125	22	entropy	entropy	NOUN
fbem-30516	125	23	analysis	analysis	NOUN
fbem-30516	125	24	provides	provide	VERB
fbem-30516	125	25	new	new	ADJ
fbem-30516	125	26	ideas	idea	NOUN
fbem-30516	125	27	for	for	ADP
fbem-30516	125	28	game	game	NOUN
fbem-30516	125	29	marketing	marketing	NOUN
fbem-30516	125	30	.	.	PUNCT
fbem-30516	126	1	the	the	DET
fbem-30516	126	2	evaluation	evaluation	NOUN
fbem-30516	126	3	system	system	NOUN
fbem-30516	126	4	identifies	identify	VERB
fbem-30516	126	5	key	key	ADJ
fbem-30516	126	6	communication	communication	NOUN
fbem-30516	126	7	nodes	node	NOUN
fbem-30516	126	8	through	through	ADP
fbem-30516	126	9	node	node	ADJ
fbem-30516	126	10	centrality	centrality	NOUN
fbem-30516	126	11	,	,	PUNCT
fbem-30516	126	12	quantifies	quantifie	NOUN
fbem-30516	126	13	communication	communication	NOUN
fbem-30516	126	14	diversity	diversity	NOUN
fbem-30516	126	15	by	by	ADP
fbem-30516	126	16	information	information	NOUN
fbem-30516	126	17	entropy	entropy	PROPN
fbem-30516	126	18	,	,	PUNCT
fbem-30516	126	19	and	and	CCONJ
fbem-30516	126	20	achieves	achieve	VERB
fbem-30516	126	21	accurate	accurate	ADJ
fbem-30516	126	22	evaluation	evaluation	NOUN
fbem-30516	126	23	of	of	ADP
fbem-30516	126	24	communication	communication	NOUN
fbem-30516	126	25	effect	effect	NOUN
fbem-30516	126	26	.	.	PUNCT
fbem-30516	127	1	practice	practice	NOUN
fbem-30516	127	2	shows	show	VERB
fbem-30516	127	3	that	that	SCONJ
fbem-30516	127	4	the	the	DET
fbem-30516	127	5	evaluation	evaluation	NOUN
fbem-30516	127	6	system	system	NOUN
fbem-30516	127	7	can	can	AUX
fbem-30516	127	8	effectively	effectively	ADV
fbem-30516	127	9	predict	predict	VERB
fbem-30516	127	10	the	the	DET
fbem-30516	127	11	communication	communication	NOUN
fbem-30516	127	12	trend	trend	NOUN
fbem-30516	127	13	,	,	PUNCT
fbem-30516	127	14	optimise	optimise	VERB
fbem-30516	127	15	the	the	DET
fbem-30516	127	16	communication	communication	NOUN
fbem-30516	127	17	strategy	strategy	NOUN
fbem-30516	127	18	and	and	CCONJ
fbem-30516	127	19	improve	improve	VERB
fbem-30516	127	20	the	the	DET
fbem-30516	127	21	marketing	marketing	NOUN
fbem-30516	127	22	effect	effect	NOUN
fbem-30516	127	23	.	.	PUNCT
fbem-30516	128	1	in	in	ADP
fbem-30516	128	2	the	the	DET
fbem-30516	128	3	process	process	NOUN
fbem-30516	128	4	of	of	ADP
fbem-30516	128	5	research	research	NOUN
fbem-30516	128	6	,	,	PUNCT
fbem-30516	128	7	it	it	PRON
fbem-30516	128	8	is	be	AUX
fbem-30516	128	9	found	find	VERB
fbem-30516	128	10	that	that	SCONJ
fbem-30516	128	11	there	there	PRON
fbem-30516	128	12	is	be	VERB
fbem-30516	128	13	a	a	DET
fbem-30516	128	14	limitation	limitation	NOUN
fbem-30516	128	15	of	of	ADP
fbem-30516	128	16	the	the	DET
fbem-30516	128	17	timeliness	timeliness	NOUN
fbem-30516	128	18	of	of	ADP
fbem-30516	128	19	data	datum	NOUN
fbem-30516	128	20	collection	collection	NOUN
fbem-30516	128	21	,	,	PUNCT
fbem-30516	128	22	and	and	CCONJ
fbem-30516	128	23	the	the	DET
fbem-30516	128	24	model	model	NOUN
fbem-30516	128	25	simplifies	simplify	VERB
fbem-30516	128	26	the	the	DET
fbem-30516	128	27	complex	complex	ADJ
fbem-30516	128	28	interaction	interaction	NOUN
fbem-30516	128	29	between	between	ADP
fbem-30516	128	30	players	player	NOUN
fbem-30516	128	31	,	,	PUNCT
fbem-30516	128	32	which	which	PRON
fbem-30516	128	33	fails	fail	VERB
fbem-30516	128	34	to	to	PART
fbem-30516	128	35	fully	fully	ADV
fbem-30516	128	36	reflect	reflect	VERB
fbem-30516	128	37	the	the	DET
fbem-30516	128	38	real	real	ADJ
fbem-30516	128	39	communication	communication	NOUN
fbem-30516	128	40	situation	situation	NOUN
fbem-30516	128	41	.	.	PUNCT
fbem-30516	129	1	in	in	ADP
fbem-30516	129	2	the	the	DET
fbem-30516	129	3	future	future	NOUN
fbem-30516	129	4	,	,	PUNCT
fbem-30516	129	5	we	we	PRON
fbem-30516	129	6	can	can	AUX
fbem-30516	129	7	introduce	introduce	VERB
fbem-30516	129	8	time	time	NOUN
fbem-30516	129	9	-	-	PUNCT
fbem-30516	129	10	series	series	NOUN
fbem-30516	129	11	network	network	NOUN
fbem-30516	129	12	analysis	analysis	NOUN
fbem-30516	129	13	to	to	PART
fbem-30516	129	14	explore	explore	VERB
fbem-30516	129	15	the	the	DET
fbem-30516	129	16	dynamic	dynamic	ADJ
fbem-30516	129	17	evolution	evolution	NOUN
fbem-30516	129	18	of	of	ADP
fbem-30516	129	19	players	player	NOUN
fbem-30516	129	20	'	'	PART
fbem-30516	129	21	social	social	ADJ
fbem-30516	129	22	relationships	relationship	NOUN
fbem-30516	129	23	;	;	PUNCT
fbem-30516	129	24	combine	combine	VERB
fbem-30516	129	25	deep	deep	ADV
fbem-30516	129	26	learning	learn	VERB
fbem-30516	129	27	technology	technology	NOUN
fbem-30516	129	28	to	to	PART
fbem-30516	129	29	improve	improve	VERB
fbem-30516	129	30	the	the	DET
fbem-30516	129	31	accuracy	accuracy	NOUN
fbem-30516	129	32	of	of	ADP
fbem-30516	129	33	communication	communication	NOUN
fbem-30516	129	34	path	path	NOUN
fbem-30516	129	35	prediction	prediction	NOUN
fbem-30516	129	36	;	;	PUNCT
fbem-30516	129	37	expand	expand	VERB
fbem-30516	129	38	the	the	DET
fbem-30516	129	39	evaluation	evaluation	NOUN
fbem-30516	129	40	dimensions	dimension	NOUN
fbem-30516	129	41	,	,	PUNCT
fbem-30516	129	42	and	and	CCONJ
fbem-30516	129	43	incorporate	incorporate	VERB
fbem-30516	129	44	game	game	NOUN
fbem-30516	129	45	content	content	NOUN
fbem-30516	129	46	features	feature	NOUN
fbem-30516	129	47	,	,	PUNCT
fbem-30516	129	48	user	user	NOUN
fbem-30516	129	49	emotions	emotion	NOUN
fbem-30516	129	50	and	and	CCONJ
fbem-30516	129	51	other	other	ADJ
fbem-30516	129	52	factors	factor	NOUN
fbem-30516	129	53	into	into	ADP
fbem-30516	129	54	the	the	DET
fbem-30516	129	55	evaluation	evaluation	NOUN
fbem-30516	129	56	system	system	NOUN
fbem-30516	129	57	to	to	PART
fbem-30516	129	58	construct	construct	VERB
fbem-30516	129	59	a	a	DET
fbem-30516	129	60	more	more	ADV
fbem-30516	129	61	complete	complete	ADJ
fbem-30516	129	62	communication	communication	NOUN
fbem-30516	129	63	effectiveness	effectiveness	NOUN
fbem-30516	129	64	evaluation	evaluation	NOUN
fbem-30516	129	65	model	model	NOUN
fbem-30516	129	66	.	.	PUNCT
fbem-30516	130	1	reference	reference	NOUN
fbem-30516	131	1	[	[	X
fbem-30516	131	2	1	1	NUM
fbem-30516	131	3	]	]	PUNCT
fbem-30516	131	4	ngwenyama	ngwenyama	PROPN
fbem-30516	131	5	m	m	VERB
fbem-30516	131	6	k	k	NOUN
fbem-30516	131	7	,	,	PUNCT
fbem-30516	131	8	gitau	gitau	ADV
fbem-30516	131	9	m	m	VERB
fbem-30516	131	10	n	n	ADV
fbem-30516	131	11	.application	.application	NOUN
fbem-30516	131	12	of	of	ADP
fbem-30516	131	13	back	back	ADJ
fbem-30516	131	14	propagation	propagation	NOUN
fbem-30516	131	15	neural	neural	ADJ
fbem-30516	131	16	network	network	NOUN
fbem-30516	131	17	in	in	ADP
fbem-30516	131	18	complex	complex	ADJ
fbem-30516	131	19	diagnostics	diagnostic	NOUN
fbem-30516	131	20	and	and	CCONJ
fbem-30516	131	21	forecasting	forecasting	NOUN
fbem-30516	131	22	loss	loss	NOUN
fbem-30516	131	23	of	of	ADP
fbem-30516	131	24	life	life	NOUN
fbem-30516	131	25	of	of	ADP
fbem-30516	131	26	cellulose	cellulose	NOUN
fbem-30516	131	27	paper	paper	NOUN
fbem-30516	131	28	insulation	insulation	NOUN
fbem-30516	131	29	in	in	ADP
fbem-30516	131	30	oil	oil	NOUN
fbem-30516	131	31	-	-	PUNCT
fbem-30516	131	32	immersed	immerse	VERB
fbem-30516	131	33	transformers	transformer	NOUN
fbem-30516	132	1	[	[	X
fbem-30516	132	2	j	j	X
fbem-30516	132	3	]	]	X
fbem-30516	132	4	.	.	PUNCT
fbem-30516	133	1	scientific	scientific	ADJ
fbem-30516	133	2	reports	report	NOUN
fbem-30516	133	3	,	,	PUNCT
fbem-30516	133	4	2024	2024	NUM
fbem-30516	133	5	,	,	PUNCT
fbem-30516	133	6	14(1	14(1	NUM
fbem-30516	133	7	)	)	PUNCT
fbem-30516	133	8	.	.	PUNCT
fbem-30516	134	1	[	[	X
fbem-30516	134	2	2	2	X
fbem-30516	134	3	]	]	PUNCT
fbem-30516	134	4	jaskot	jaskot	NOUN
fbem-30516	134	5	a.	a.	NOUN
fbem-30516	134	6	application	application	NOUN
fbem-30516	134	7	of	of	ADP
fbem-30516	134	8	the	the	DET
fbem-30516	134	9	fdtd	fdtd	ADJ
fbem-30516	134	10	method	method	NOUN
fbem-30516	134	11	to	to	ADP
fbem-30516	134	12	the	the	DET
fbem-30516	134	13	analysis	analysis	NOUN
fbem-30516	134	14	of	of	ADP
fbem-30516	134	15	electromagnetic	electromagnetic	ADJ
fbem-30516	134	16	wave	wave	NOUN
fbem-30516	134	17	propagation	propagation	NOUN
fbem-30516	134	18	in	in	ADP
fbem-30516	134	19	systems	system	NOUN
fbem-30516	134	20	with	with	ADP
fbem-30516	134	21	concrete	concrete	ADJ
fbem-30516	134	22	and	and	CCONJ
fbem-30516	134	23	reinforced	reinforce	VERB
fbem-30516	134	24	concrete	concrete	NOUN
fbem-30516	135	1	[	[	X
fbem-30516	135	2	j	j	X
fbem-30516	135	3	]	]	X
fbem-30516	135	4	.	.	PUNCT
fbem-30516	136	1	energies	energy	NOUN
fbem-30516	136	2	,	,	PUNCT
fbem-30516	136	3	2024	2024	NUM
fbem-30516	136	4	,	,	PUNCT
fbem-30516	136	5	17	17	NUM
fbem-30516	136	6	.	.	PUNCT
fbem-30516	137	1	[	[	X
fbem-30516	137	2	3	3	X
fbem-30516	137	3	]	]	X
fbem-30516	137	4	olenev	olenev	NOUN
fbem-30516	137	5	a	a	DET
fbem-30516	137	6	a	a	NOUN
fbem-30516	137	7	,	,	PUNCT
fbem-30516	137	8	kirichek	kirichek	PROPN
fbem-30516	137	9	k	k	PROPN
fbem-30516	137	10	a	a	PROPN
fbem-30516	137	11	,	,	PUNCT
fbem-30516	137	12	potekhina	potekhina	NOUN
fbem-30516	137	13	e	e	PROPN
fbem-30516	137	14	v	v	NOUN
fbem-30516	137	15	,	,	PUNCT
fbem-30516	137	16	et	et	PROPN
fbem-30516	137	17	al	al	PROPN
fbem-30516	137	18	.	.	PUNCT
fbem-30516	137	19	efficiency	efficiency	NOUN
fbem-30516	137	20	of	of	ADP
fbem-30516	137	21	application	application	NOUN
fbem-30516	137	22	of	of	ADP
fbem-30516	137	23	the	the	DET
fbem-30516	137	24	computer	computer	NOUN
fbem-30516	137	25	algebra	algebra	NOUN
fbem-30516	137	26	system	system	NOUN
fbem-30516	137	27	in	in	ADP
fbem-30516	137	28	studying	study	VERB
fbem-30516	137	29	the	the	DET
fbem-30516	137	30	method	method	NOUN
fbem-30516	137	31	of	of	ADP
fbem-30516	137	32	mathematical	mathematical	ADJ
fbem-30516	137	33	induction	induction	NOUN
fbem-30516	138	1	[	[	X
fbem-30516	138	2	j	j	X
fbem-30516	138	3	]	]	X
fbem-30516	138	4	.	.	PUNCT
fbem-30516	139	1	aip	aip	PROPN
fbem-30516	139	2	conference	conference	NOUN
fbem-30516	139	3	proceedings	proceeding	NOUN
fbem-30516	139	4	,	,	PUNCT
fbem-30516	139	5	2024	2024	NUM
fbem-30516	139	6	,	,	PUNCT
fbem-30516	139	7	2969(1):7	2969(1):7	NUM
fbem-30516	139	8	.	.	PUNCT
fbem-30516	140	1	[	[	X
fbem-30516	140	2	4	4	NUM
fbem-30516	140	3	]	]	PUNCT
fbem-30516	140	4	xu	xu	PROPN
fbem-30516	140	5	j	j	PROPN
fbem-30516	140	6	,	,	PUNCT
fbem-30516	140	7	mo	mo	PROPN
fbem-30516	140	8	s	s	PROPN
fbem-30516	140	9	,	,	PUNCT
fbem-30516	140	10	jiang	jiang	PROPN
fbem-30516	140	11	z.	z.	PROPN
fbem-30516	140	12	chen	chen	PROPN
fbem-30516	140	13	z.	z.	PROPN
fbem-30516	140	14	gui	gui	PROPN
fbem-30516	140	15	w.	w.	PROPN
fbem-30516	140	16	wang	wang	PROPN
fbem-30516	140	17	h.	h.	PROPN
fbem-30516	140	18	a	a	DET
fbem-30516	140	19	novel	novel	ADJ
fbem-30516	140	20	positive	positive	ADJ
fbem-30516	140	21	–	–	PUNCT
fbem-30516	140	22	negative	negative	ADJ
fbem-30516	140	23	graph	graph	NOUN
fbem-30516	140	24	convolutional	convolutional	ADJ
fbem-30516	140	25	network	network	NOUN
fbem-30516	140	26	-	-	PUNCT
fbem-30516	140	27	based	base	VERB
fbem-30516	140	28	fault	fault	NOUN
fbem-30516	140	29	diagnosis	diagnosis	NOUN
fbem-30516	140	30	method	method	NOUN
fbem-30516	140	31	with	with	ADP
fbem-30516	140	32	application	application	NOUN
fbem-30516	140	33	to	to	ADP
fbem-30516	140	34	complex	complex	ADJ
fbem-30516	140	35	systems	system	NOUN
fbem-30516	140	36	[	[	X
fbem-30516	140	37	j	j	X
fbem-30516	140	38	]	]	X
fbem-30516	140	39	.	.	PUNCT
fbem-30516	141	1	neurocomputing	neurocomputing	NOUN
fbem-30516	141	2	,	,	PUNCT
fbem-30516	141	3	2024	2024	NUM
fbem-30516	141	4	,	,	PUNCT
fbem-30516	141	5	600(oct.1):1.1	600(oct.1):1.1	PROPN
fbem-30516	141	6	-	-	PUNCT
fbem-30516	141	7	1.11	1.11	NUM
fbem-30516	141	8	.	.	PUNCT
fbem-30516	142	1	[	[	X
fbem-30516	142	2	5	5	NUM
fbem-30516	142	3	]	]	X
fbem-30516	142	4	de	de	X
fbem-30516	142	5	bastiani	bastiani	X
fbem-30516	142	6	m	m	PROPN
fbem-30516	142	7	,	,	PUNCT
fbem-30516	142	8	aimetta	aimetta	VERB
fbem-30516	142	9	a	a	DET
fbem-30516	142	10	,	,	PUNCT
fbem-30516	142	11	bonifetto	bonifetto	NOUN
fbem-30516	142	12	r	r	NOUN
fbem-30516	142	13	,	,	PUNCT
fbem-30516	142	14	et	et	PROPN
fbem-30516	142	15	al	al	PROPN
fbem-30516	142	16	.	.	PUNCT
fbem-30516	142	17	application	application	NOUN
fbem-30516	142	18	of	of	ADP
fbem-30516	142	19	the	the	DET
fbem-30516	142	20	polynomial	polynomial	ADJ
fbem-30516	142	21	chaos	chaos	NOUN
fbem-30516	142	22	expansion	expansion	NOUN
fbem-30516	142	23	to	to	ADP
fbem-30516	142	24	the	the	DET
fbem-30516	142	25	uncertainty	uncertainty	NOUN
fbem-30516	142	26	propagation	propagation	NOUN
fbem-30516	142	27	in	in	ADP
fbem-30516	142	28	fault	fault	NOUN
fbem-30516	142	29	transients	transient	NOUN
fbem-30516	142	30	in	in	ADP
fbem-30516	142	31	nuclear	nuclear	ADJ
fbem-30516	142	32	fusion	fusion	NOUN
fbem-30516	142	33	reactors	reactor	NOUN
fbem-30516	142	34	:	:	PUNCT
fbem-30516	142	35	dtt	dtt	VERB
fbem-30516	142	36	tf	tf	PROPN
fbem-30516	142	37	fast	fast	ADJ
fbem-30516	142	38	current	current	ADJ
fbem-30516	142	39	discharge	discharge	NOUN
fbem-30516	143	1	[	[	X
fbem-30516	143	2	j	j	X
fbem-30516	143	3	]	]	X
fbem-30516	143	4	.	.	PUNCT
fbem-30516	144	1	applied	apply	VERB
fbem-30516	144	2	sciences	science	NOUN
fbem-30516	144	3	(	(	PUNCT
fbem-30516	144	4	20763417	20763417	NUM
fbem-30516	144	5	)	)	PUNCT
fbem-30516	144	6	,	,	PUNCT
fbem-30516	144	7	2024	2024	NUM
fbem-30516	144	8	,	,	PUNCT
fbem-30516	144	9	14(3	14(3	NUM
fbem-30516	144	10	)	)	PUNCT
fbem-30516	144	11	.	.	PUNCT
fbem-30516	145	1	[	[	X
fbem-30516	145	2	6	6	NUM
fbem-30516	145	3	]	]	SYM
fbem-30516	145	4	hu	hu	PROPN
fbem-30516	145	5	q	q	PROPN
fbem-30516	145	6	,	,	PUNCT
fbem-30516	145	7	zhang	zhang	PROPN
fbem-30516	145	8	x	x	PROPN
fbem-30516	145	9	d.	d.	PROPN
fbem-30516	145	10	fundamental	fundamental	ADJ
fbem-30516	145	11	patterns	pattern	NOUN
fbem-30516	145	12	of	of	ADP
fbem-30516	145	13	signal	signal	ADJ
fbem-30516	145	14	propagation	propagation	NOUN
fbem-30516	145	15	in	in	ADP
fbem-30516	145	16	complex	complex	ADJ
fbem-30516	145	17	networks	network	NOUN
fbem-30516	145	18	[	[	X
fbem-30516	145	19	j	j	X
fbem-30516	145	20	]	]	X
fbem-30516	145	21	.	.	PUNCT
fbem-30516	146	1	chaos	chaos	NOUN
fbem-30516	146	2	,	,	PUNCT
fbem-30516	146	3	2024	2024	NUM
fbem-30516	146	4	,	,	PUNCT
fbem-30516	146	5	34(1/3	34(1/3	ADJ
fbem-30516	146	6	pt.1	pt.1	PROPN
fbem-30516	146	7	)	)	PUNCT
fbem-30516	146	8	.	.	PUNCT
fbem-30516	147	1	[	[	X
fbem-30516	147	2	7	7	X
fbem-30516	147	3	]	]	X
fbem-30516	147	4	zhou	zhou	PROPN
fbem-30516	147	5	j	j	PROPN
fbem-30516	147	6	,	,	PUNCT
fbem-30516	147	7	tian	tian	ADJ
fbem-30516	147	8	l	l	NOUN
fbem-30516	147	9	.design	.design	NOUN
fbem-30516	147	10	of	of	ADP
fbem-30516	147	11	a	a	DET
fbem-30516	147	12	mobile	mobile	ADJ
fbem-30516	147	13	big	big	ADJ
fbem-30516	147	14	data	datum	NOUN
fbem-30516	147	15	processing	processing	NOUN
fbem-30516	147	16	-	-	PUNCT
fbem-30516	147	17	based	base	VERB
fbem-30516	147	18	sports	sport	NOUN
fbem-30516	147	19	health	health	NOUN
fbem-30516	147	20	evaluation	evaluation	NOUN
fbem-30516	147	21	system	system	NOUN
fbem-30516	147	22	using	use	VERB
fbem-30516	147	23	graph	graph	NOUN
fbem-30516	147	24	neural	neural	ADJ
fbem-30516	147	25	network	network	NOUN
fbem-30516	147	26	[	[	X
fbem-30516	147	27	j	j	X
fbem-30516	147	28	]	]	X
fbem-30516	147	29	.	.	PUNCT
fbem-30516	148	1	ieee	ieee	NOUN
fbem-30516	148	2	access	access	NOUN
fbem-30516	148	3	,	,	PUNCT
fbem-30516	148	4	2024	2024	NUM
fbem-30516	148	5	,	,	PUNCT
fbem-30516	148	6	12(000):10	12(000):10	NUM
fbem-30516	148	7	.	.	PUNCT
fbem-30516	149	1	[	[	X
fbem-30516	149	2	8	8	NUM
fbem-30516	149	3	]	]	X
fbem-30516	149	4	deng	deng	PROPN
fbem-30516	149	5	h	h	PROPN
fbem-30516	149	6	,	,	PUNCT
fbem-30516	149	7	huang	huang	PROPN
fbem-30516	149	8	h	h	PROPN
fbem-30516	149	9	,	,	PUNCT
fbem-30516	149	10	alfarraj	alfarraj	VERB
fbem-30516	149	11	o	o	NOUN
fbem-30516	149	12	,	,	PUNCT
fbem-30516	149	13	et	et	PROPN
fbem-30516	149	14	al	al	PROPN
fbem-30516	149	15	.	.	PUNCT
fbem-30516	150	1	a	a	DET
fbem-30516	150	2	visual	visual	ADJ
fbem-30516	150	3	transformer	transformer	NOUN
fbem-30516	150	4	and	and	CCONJ
fbem-30516	150	5	convolution	convolution	NOUN
fbem-30516	150	6	neural	neural	ADJ
fbem-30516	150	7	network	network	NOUN
fbem-30516	150	8	-	-	PUNCT
fbem-30516	150	9	based	base	VERB
fbem-30516	150	10	intelligent	intelligent	ADJ
fbem-30516	150	11	recommender	recommender	NOUN
fbem-30516	150	12	system	system	NOUN
fbem-30516	150	13	for	for	ADP
fbem-30516	150	14	e	e	NOUN
fbem-30516	150	15	-	-	NOUN
fbem-30516	150	16	commerce	commerce	NOUN
fbem-30516	150	17	scenes	scene	NOUN
fbem-30516	150	18	[	[	X
fbem-30516	150	19	j	j	X
fbem-30516	150	20	]	]	X
fbem-30516	150	21	.	.	PUNCT
fbem-30516	151	1	journal	journal	PROPN
fbem-30516	151	2	of	of	ADP
fbem-30516	151	3	circuits	circuit	NOUN
fbem-30516	151	4	,	,	PUNCT
fbem-30516	151	5	systems	system	NOUN
fbem-30516	151	6	&	&	CCONJ
fbem-30516	151	7	computers	computer	NOUN
fbem-30516	151	8	,	,	PUNCT
fbem-30516	151	9	2024	2024	NUM
fbem-30516	151	10	,	,	PUNCT
fbem-30516	151	11	33(18	33(18	NUM
fbem-30516	151	12	)	)	PUNCT
fbem-30516	151	13	.	.	PUNCT
fbem-30516	152	1	[	[	X
fbem-30516	152	2	9	9	NUM
fbem-30516	152	3	]	]	PUNCT
fbem-30516	152	4	ni	ni	PROPN
fbem-30516	152	5	s	s	PROPN
fbem-30516	152	6	,	,	PUNCT
fbem-30516	152	7	wu	wu	PROPN
fbem-30516	152	8	g	g	PROPN
fbem-30516	152	9	,	,	PUNCT
fbem-30516	152	10	tang	tang	PROPN
fbem-30516	152	11	l	l	NOUN
fbem-30516	152	12	,	,	PUNCT
fbem-30516	152	13	et	et	PROPN
fbem-30516	152	14	al	al	PROPN
fbem-30516	152	15	.	.	PUNCT
fbem-30516	152	16	evaluation	evaluation	NOUN
fbem-30516	152	17	system	system	NOUN
fbem-30516	152	18	and	and	CCONJ
fbem-30516	152	19	method	method	NOUN
fbem-30516	152	20	for	for	ADP
fbem-30516	152	21	equipment	equipment	NOUN
fbem-30516	152	22	portrait	portrait	NOUN
fbem-30516	152	23	indicators	indicator	NOUN
fbem-30516	152	24	in	in	ADP
fbem-30516	152	25	distribution	distribution	NOUN
fbem-30516	152	26	network	network	NOUN
fbem-30516	152	27	projects	project	NOUN
fbem-30516	152	28	[	[	X
fbem-30516	152	29	j	j	X
fbem-30516	152	30	]	]	X
fbem-30516	152	31	.	.	PUNCT
fbem-30516	153	1	procedia	procedia	PROPN
fbem-30516	153	2	computer	computer	NOUN
fbem-30516	153	3	science	science	NOUN
fbem-30516	153	4	,	,	PUNCT
fbem-30516	153	5	2024	2024	NUM
fbem-30516	153	6	,	,	PUNCT
fbem-30516	153	7	247(000):10	247(000):10	NUM
fbem-30516	153	8	-	-	NUM
fbem-30516	153	9	17	17	NUM
fbem-30516	153	10	.	.	PUNCT
fbem-30516	154	1	[	[	X
fbem-30516	154	2	10	10	NUM
fbem-30516	154	3	]	]	PUNCT
fbem-30516	154	4	shinkevich	shinkevich	NOUN
fbem-30516	154	5	a	a	PRON
fbem-30516	154	6	,	,	PUNCT
fbem-30516	154	7	pokamestov	pokamestov	ADJ
fbem-30516	154	8	d	d	PROPN
fbem-30516	154	9	,	,	PUNCT
fbem-30516	154	10	kryukov	kryukov	PROPN
fbem-30516	154	11	y	y	PROPN
fbem-30516	154	12	,	,	PUNCT
fbem-30516	154	13	et	et	PROPN
fbem-30516	154	14	al	al	PROPN
fbem-30516	154	15	.	.	PUNCT
fbem-30516	154	16	evaluation	evaluation	NOUN
fbem-30516	154	17	of	of	ADP
fbem-30516	154	18	ldpc	ldpc	NOUN
fbem-30516	154	19	codes	code	VERB
fbem-30516	154	20	efficiency	efficiency	NOUN
fbem-30516	154	21	in	in	ADP
fbem-30516	154	22	channels	channel	NOUN
fbem-30516	154	23	with	with	ADP
fbem-30516	154	24	fading	fade	VERB
fbem-30516	154	25	[	[	X
fbem-30516	154	26	j	j	X
fbem-30516	154	27	]	]	X
fbem-30516	154	28	.	.	PUNCT
fbem-30516	155	1	e3s	e3s	PROPN
fbem-30516	155	2	web	web	NOUN
fbem-30516	155	3	of	of	ADP
fbem-30516	155	4	conferences	conference	NOUN
fbem-30516	155	5	,	,	PUNCT
fbem-30516	155	6	2023	2023	NUM
fbem-30516	155	7	,	,	PUNCT
fbem-30516	155	8	376(000):9	376(000):9	NUM
fbem-30516	155	9	.	.	PUNCT
fbem-30516	156	1	[	[	X
fbem-30516	156	2	11	11	NUM
fbem-30516	156	3	]	]	X
fbem-30516	156	4	fu	fu	NOUN
fbem-30516	156	5	s	s	NOUN
fbem-30516	156	6	,	,	PUNCT
fbem-30516	156	7	wymore	wymore	ADV
fbem-30516	156	8	m	m	VERB
fbem-30516	156	9	l	l	NOUN
fbem-30516	156	10	,	,	PUNCT
fbem-30516	156	11	chang	chang	PROPN
fbem-30516	156	12	t	t	PROPN
fbem-30516	156	13	,	,	PUNCT
fbem-30516	156	14	qiao	qiao	PROPN
fbem-30516	156	15	d.	d.	PROPN
fbem-30516	156	16	continuous	continuous	PROPN
fbem-30516	156	17	user	user	NOUN
fbem-30516	156	18	authentication	authentication	NOUN
fbem-30516	156	19	based	base	VERB
fbem-30516	156	20	on	on	ADP
fbem-30516	156	21	context	context	NOUN
fbem-30516	156	22	-	-	PUNCT
fbem-30516	156	23	emphasized	emphasize	VERB
fbem-30516	156	24	behavior	behavior	NOUN
fbem-30516	156	25	profiling	profile	VERB
fbem-30516	156	26	[	[	X
fbem-30516	156	27	c]//2019	c]//2019	NUM
fbem-30516	156	28	ieee	ieee	NOUN
fbem-30516	156	29	43rd	43rd	ADJ
fbem-30516	156	30	annual	annual	ADJ
fbem-30516	156	31	computer	computer	NOUN
fbem-30516	156	32	software	software	NOUN
fbem-30516	156	33	and	and	CCONJ
fbem-30516	156	34	applications	application	NOUN
fbem-30516	156	35	conference	conference	NOUN
fbem-30516	156	36	(	(	PUNCT
fbem-30516	156	37	compsac	compsac	NOUN
fbem-30516	156	38	)	)	PUNCT
fbem-30516	156	39	.	.	PUNCT
fbem-30516	157	1	vol	vol	NOUN
fbem-30516	157	2	.	.	PROPN
fbem-30516	158	1	2	2	NUM
fbem-30516	158	2	,	,	PUNCT
fbem-30516	158	3	ieee	ieee	NOUN
fbem-30516	158	4	,	,	PUNCT
fbem-30516	158	5	2019	2019	NUM
fbem-30516	158	6	:	:	PUNCT
fbem-30516	158	7	598	598	NUM
fbem-30516	158	8	-	-	SYM
fbem-30516	158	9	603	603	NUM
fbem-30516	158	10	.	.	PUNCT
fbem-30516	159	1	[	[	X
fbem-30516	159	2	12	12	NUM
fbem-30516	159	3	]	]	X
fbem-30516	159	4	fu	fu	NOUN
fbem-30516	159	5	s	s	NOUN
fbem-30516	159	6	,	,	PUNCT
fbem-30516	159	7	wymore	wymore	ADV
fbem-30516	159	8	m	m	VERB
fbem-30516	159	9	l	l	NOUN
fbem-30516	159	10	,	,	PUNCT
fbem-30516	159	11	chang	chang	PROPN
fbem-30516	159	12	t	t	PROPN
fbem-30516	159	13	,	,	PUNCT
fbem-30516	159	14	qiao	qiao	PROPN
fbem-30516	159	15	d.	d.	PROPN
fbem-30516	159	16	a	a	DET
fbem-30516	159	17	novel	novel	ADJ
fbem-30516	159	18	software	software	NOUN
fbem-30516	159	19	system	system	NOUN
fbem-30516	159	20	protection	protection	NOUN
fbem-30516	159	21	scheme	scheme	NOUN
fbem-30516	159	22	based	base	VERB
fbem-30516	159	23	on	on	ADP
fbem-30516	159	24	behavior	behavior	NOUN
fbem-30516	159	25	and	and	CCONJ
fbem-30516	159	26	context	context	NOUN
fbem-30516	159	27	monitoring	monitoring	NOUN
fbem-30516	159	28	[	[	X
fbem-30516	159	29	j	j	X
fbem-30516	159	30	]	]	X
fbem-30516	159	31	.	.	PUNCT
fbem-30516	160	1	international	international	ADJ
fbem-30516	160	2	journal	journal	PROPN
fbem-30516	160	3	of	of	ADP
fbem-30516	160	4	systems	system	NOUN
fbem-30516	160	5	and	and	CCONJ
fbem-30516	160	6	software	software	NOUN
fbem-30516	160	7	security	security	NOUN
fbem-30516	160	8	and	and	CCONJ
fbem-30516	160	9	protection	protection	NOUN
fbem-30516	160	10	(	(	PUNCT
fbem-30516	160	11	ijsssp	ijsssp	PROPN
fbem-30516	160	12	)	)	PUNCT
fbem-30516	160	13	,	,	PUNCT
fbem-30516	160	14	2019	2019	NUM
fbem-30516	160	15	,	,	PUNCT
fbem-30516	160	16	10(1	10(1	NUM
fbem-30516	160	17	):	):	PUNCT
fbem-30516	160	18	22	22	NUM
fbem-30516	160	19	-	-	SYM
fbem-30516	160	20	46	46	NUM
fbem-30516	160	21	.	.	PUNCT