id	sid	tid	token	lemma	pos
cana-1804	1	1	communications	communication	NOUN
cana-1804	1	2	on	on	ADP
cana-1804	1	3	applied	apply	VERB
cana-1804	1	4	nonlinear	nonlinear	ADJ
cana-1804	1	5	analysis	analysis	NOUN
cana-1804	1	6	issn	issn	NOUN
cana-1804	1	7	:	:	PUNCT
cana-1804	1	8	1074	1074	NUM
cana-1804	1	9	-	-	PUNCT
cana-1804	1	10	133x	133x	NUM
cana-1804	1	11	vol	vol	NOUN
cana-1804	1	12	32	32	NUM
cana-1804	1	13	no	no	NOUN
cana-1804	1	14	.	.	NOUN
cana-1804	1	15	2	2	NUM
cana-1804	1	16	(	(	PUNCT
cana-1804	1	17	2025	2025	NUM
cana-1804	1	18	)	)	PUNCT
cana-1804	1	19	550	550	NUM
cana-1804	1	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1804	1	21	analysis	analysis	NOUN
cana-1804	1	22	and	and	CCONJ
cana-1804	1	23	simulation	simulation	NOUN
cana-1804	1	24	of	of	ADP
cana-1804	1	25	misinformation	misinformation	NOUN
cana-1804	1	26	spread	spread	VERB
cana-1804	1	27	in	in	ADP
cana-1804	1	28	social	social	ADJ
cana-1804	1	29	networks	network	NOUN
cana-1804	1	30	:	:	PUNCT
cana-1804	1	31	a	a	DET
cana-1804	1	32	hybrid	hybrid	ADJ
cana-1804	1	33	stochastic	stochastic	NOUN
cana-1804	1	34	-	-	PUNCT
cana-1804	1	35	deterministic	deterministic	ADJ
cana-1804	1	36	approach	approach	NOUN
cana-1804	1	37	with	with	ADP
cana-1804	1	38	neab	neab	ADJ
cana-1804	1	39	model	model	NOUN
cana-1804	1	40	ghada	ghada	PROPN
cana-1804	1	41	a	a	PRON
cana-1804	1	42	.	.	PUNCT
cana-1804	2	1	ahmed	ahmed	PROPN
cana-1804	2	2	department	department	PROPN
cana-1804	2	3	of	of	ADP
cana-1804	2	4	mathematics	mathematic	NOUN
cana-1804	2	5	,	,	PUNCT
cana-1804	2	6	faculty	faculty	NOUN
cana-1804	2	7	of	of	ADP
cana-1804	2	8	science	science	NOUN
cana-1804	2	9	,	,	PUNCT
cana-1804	2	10	al	al	PROPN
cana-1804	2	11	-	-	PUNCT
cana-1804	2	12	baha	baha	PROPN
cana-1804	2	13	university	university	PROPN
cana-1804	2	14	,	,	PUNCT
cana-1804	2	15	alaqiq	alaqiq	PROPN
cana-1804	2	16	65799,saudi	65799,saudi	PROPN
cana-1804	2	17	arabia	arabia	PROPN
cana-1804	2	18	e	e	NOUN
cana-1804	2	19	-	-	NOUN
cana-1804	2	20	mail	mail	NOUN
cana-1804	2	21	adress	adress	NOUN
cana-1804	2	22	:	:	PUNCT
cana-1804	2	23	gahmed@bu.edu.sa	gahmed@bu.edu.sa	PROPN
cana-1804	2	24	article	article	NOUN
cana-1804	2	25	history	history	NOUN
cana-1804	2	26	:	:	PUNCT
cana-1804	2	27	received	receive	VERB
cana-1804	2	28	:	:	PUNCT
cana-1804	2	29	05	05	NUM
cana-1804	2	30	-	-	SYM
cana-1804	2	31	08	08	NUM
cana-1804	2	32	-	-	PUNCT
cana-1804	2	33	2024	2024	NUM
cana-1804	2	34	revised	revise	VERB
cana-1804	2	35	:	:	PUNCT
cana-1804	2	36	15	15	NUM
cana-1804	2	37	-	-	SYM
cana-1804	2	38	09	09	NUM
cana-1804	2	39	-	-	PUNCT
cana-1804	2	40	2024	2024	NUM
cana-1804	2	41	accepted	accept	VERB
cana-1804	2	42	:	:	PUNCT
cana-1804	2	43	22	22	NUM
cana-1804	2	44	-	-	SYM
cana-1804	2	45	09	09	NUM
cana-1804	2	46	-	-	PUNCT
cana-1804	2	47	2024	2024	NUM
cana-1804	2	48	abstract	abstract	NOUN
cana-1804	2	49	:	:	PUNCT
cana-1804	2	50	this	this	DET
cana-1804	2	51	paper	paper	NOUN
cana-1804	2	52	examined	examine	VERB
cana-1804	2	53	and	and	CCONJ
cana-1804	2	54	simulated	simulate	VERB
cana-1804	2	55	the	the	DET
cana-1804	2	56	dynamics	dynamic	NOUN
cana-1804	2	57	of	of	ADP
cana-1804	2	58	misinformation	misinformation	NOUN
cana-1804	2	59	spread	spread	VERB
cana-1804	2	60	within	within	ADP
cana-1804	2	61	social	social	ADJ
cana-1804	2	62	networks	network	NOUN
cana-1804	2	63	using	use	VERB
cana-1804	2	64	the	the	DET
cana-1804	2	65	neab	neab	ADJ
cana-1804	2	66	model	model	NOUN
cana-1804	2	67	[	[	X
cana-1804	2	68	32	32	NUM
cana-1804	2	69	]	]	PUNCT
cana-1804	2	70	.	.	PUNCT
cana-1804	3	1	in	in	ADP
cana-1804	3	2	this	this	DET
cana-1804	3	3	model	model	NOUN
cana-1804	3	4	,	,	PUNCT
cana-1804	3	5	(	(	PUNCT
cana-1804	3	6	n	n	CCONJ
cana-1804	3	7	)	)	PUNCT
cana-1804	3	8	represents	represent	VERB
cana-1804	3	9	non	non	NOUN
cana-1804	3	10	-	-	NOUN
cana-1804	3	11	believers	believer	NOUN
cana-1804	3	12	,	,	PUNCT
cana-1804	3	13	(	(	PUNCT
cana-1804	3	14	e	e	NOUN
cana-1804	3	15	)	)	PUNCT
cana-1804	3	16	denotes	denote	VERB
cana-1804	3	17	individuals	individual	NOUN
cana-1804	3	18	exposed	expose	VERB
cana-1804	3	19	to	to	ADP
cana-1804	3	20	the	the	DET
cana-1804	3	21	information	information	NOUN
cana-1804	3	22	but	but	CCONJ
cana-1804	3	23	undecided	undecided	ADJ
cana-1804	3	24	,	,	PUNCT
cana-1804	3	25	(	(	PUNCT
cana-1804	3	26	a	a	X
cana-1804	3	27	)	)	PUNCT
cana-1804	3	28	refers	refer	VERB
cana-1804	3	29	to	to	ADP
cana-1804	3	30	those	those	PRON
cana-1804	3	31	who	who	PRON
cana-1804	3	32	accept	accept	VERB
cana-1804	3	33	the	the	DET
cana-1804	3	34	information	information	NOUN
cana-1804	3	35	and	and	CCONJ
cana-1804	3	36	may	may	AUX
cana-1804	3	37	propagate	propagate	VERB
cana-1804	3	38	it	it	PRON
cana-1804	3	39	,	,	PUNCT
cana-1804	3	40	and	and	CCONJ
cana-1804	3	41	(	(	PUNCT
cana-1804	3	42	b	b	X
cana-1804	3	43	)	)	PUNCT
cana-1804	3	44	are	be	AUX
cana-1804	3	45	the	the	DET
cana-1804	3	46	believers	believer	NOUN
cana-1804	3	47	.	.	PUNCT
cana-1804	4	1	similar	similar	ADJ
cana-1804	4	2	to	to	ADP
cana-1804	4	3	epidemiological	epidemiological	ADJ
cana-1804	4	4	models	model	NOUN
cana-1804	4	5	like	like	ADP
cana-1804	4	6	seir	seir	NOUN
cana-1804	4	7	(	(	PUNCT
cana-1804	4	8	susceptible	susceptible	ADJ
cana-1804	4	9	-	-	PUNCT
cana-1804	4	10	exposed	expose	VERB
cana-1804	4	11	-	-	PUNCT
cana-1804	4	12	infected	infect	VERB
cana-1804	4	13	-	-	PUNCT
cana-1804	4	14	recovered	recover	VERB
cana-1804	4	15	)	)	PUNCT
cana-1804	4	16	,	,	PUNCT
cana-1804	4	17	the	the	DET
cana-1804	4	18	neab	neab	ADJ
cana-1804	4	19	model	model	NOUN
cana-1804	4	20	adapts	adapt	VERB
cana-1804	4	21	to	to	PART
cana-1804	4	22	study	study	VERB
cana-1804	4	23	the	the	DET
cana-1804	4	24	spread	spread	NOUN
cana-1804	4	25	of	of	ADP
cana-1804	4	26	various	various	ADJ
cana-1804	4	27	types	type	NOUN
cana-1804	4	28	of	of	ADP
cana-1804	4	29	information	information	NOUN
cana-1804	4	30	and	and	CCONJ
cana-1804	4	31	behaviors	behavior	NOUN
cana-1804	4	32	within	within	ADP
cana-1804	4	33	a	a	DET
cana-1804	4	34	population	population	NOUN
cana-1804	5	1	[	[	X
cana-1804	5	2	20	20	NUM
cana-1804	5	3	]	]	PUNCT
cana-1804	5	4	.	.	PUNCT
cana-1804	6	1	by	by	ADP
cana-1804	6	2	combining	combine	VERB
cana-1804	6	3	elements	element	NOUN
cana-1804	6	4	of	of	ADP
cana-1804	6	5	network	network	NOUN
cana-1804	6	6	theory	theory	NOUN
cana-1804	6	7	[	[	X
cana-1804	6	8	28	28	NUM
cana-1804	6	9	]	]	PUNCT
cana-1804	6	10	and	and	CCONJ
cana-1804	6	11	epidemiology	epidemiology	NOUN
cana-1804	6	12	,	,	PUNCT
cana-1804	6	13	the	the	DET
cana-1804	6	14	model	model	NOUN
cana-1804	6	15	investigates	investigate	VERB
cana-1804	6	16	how	how	SCONJ
cana-1804	6	17	behaviors	behavior	NOUN
cana-1804	6	18	and	and	CCONJ
cana-1804	6	19	network	network	NOUN
cana-1804	6	20	structures	structure	NOUN
cana-1804	6	21	influence	influence	VERB
cana-1804	6	22	information	information	NOUN
cana-1804	6	23	transmission	transmission	NOUN
cana-1804	6	24	.	.	PUNCT
cana-1804	7	1	our	our	PRON
cana-1804	7	2	simulations	simulation	NOUN
cana-1804	7	3	,	,	PUNCT
cana-1804	7	4	particularly	particularly	ADV
cana-1804	7	5	when	when	SCONJ
cana-1804	7	6	applied	apply	VERB
cana-1804	7	7	to	to	ADP
cana-1804	7	8	real	real	ADJ
cana-1804	7	9	-	-	PUNCT
cana-1804	7	10	world	world	NOUN
cana-1804	7	11	scenarios	scenario	NOUN
cana-1804	7	12	like	like	ADP
cana-1804	7	13	misinformation	misinformation	NOUN
cana-1804	7	14	spread	spread	VERB
cana-1804	7	15	during	during	ADP
cana-1804	7	16	events	event	NOUN
cana-1804	7	17	such	such	ADJ
cana-1804	7	18	as	as	ADP
cana-1804	7	19	covid-19	covid-19	PROPN
cana-1804	7	20	or	or	CCONJ
cana-1804	7	21	natural	natural	ADJ
cana-1804	7	22	disasters	disaster	NOUN
cana-1804	7	23	,	,	PUNCT
cana-1804	7	24	highlight	highlight	VERB
cana-1804	7	25	key	key	ADJ
cana-1804	7	26	factors	factor	NOUN
cana-1804	7	27	influencing	influence	VERB
cana-1804	7	28	dissemination	dissemination	NOUN
cana-1804	7	29	[	[	X
cana-1804	7	30	7	7	NUM
cana-1804	7	31	]	]	PUNCT
cana-1804	7	32	.	.	PUNCT
cana-1804	8	1	rates	rate	NOUN
cana-1804	8	2	of	of	ADP
cana-1804	8	3	exposure	exposure	NOUN
cana-1804	8	4	to	to	ADP
cana-1804	8	5	misinformation	misinformation	NOUN
cana-1804	8	6	,	,	PUNCT
cana-1804	8	7	the	the	DET
cana-1804	8	8	transition	transition	NOUN
cana-1804	8	9	of	of	ADP
cana-1804	8	10	individuals	individual	NOUN
cana-1804	8	11	from	from	ADP
cana-1804	8	12	exposed	expose	VERB
cana-1804	8	13	to	to	ADP
cana-1804	8	14	active	active	ADJ
cana-1804	8	15	spreaders	spreader	NOUN
cana-1804	8	16	,	,	PUNCT
cana-1804	8	17	and	and	CCONJ
cana-1804	8	18	the	the	DET
cana-1804	8	19	rate	rate	NOUN
cana-1804	8	20	of	of	ADP
cana-1804	8	21	recovery	recovery	NOUN
cana-1804	8	22	all	all	PRON
cana-1804	8	23	play	play	VERB
cana-1804	8	24	crucial	crucial	ADJ
cana-1804	8	25	roles	role	NOUN
cana-1804	8	26	in	in	ADP
cana-1804	8	27	shaping	shape	VERB
cana-1804	8	28	how	how	SCONJ
cana-1804	8	29	misinformation	misinformation	NOUN
cana-1804	8	30	spreads	spread	VERB
cana-1804	8	31	[	[	X
cana-1804	8	32	33	33	NUM
cana-1804	8	33	]	]	PUNCT
cana-1804	8	34	.	.	PUNCT
cana-1804	9	1	misinformation	misinformation	NOUN
cana-1804	9	2	propagates	propagate	VERB
cana-1804	9	3	more	more	ADV
cana-1804	9	4	easily	easily	ADV
cana-1804	9	5	when	when	SCONJ
cana-1804	9	6	exposure	exposure	NOUN
cana-1804	9	7	rates	rate	NOUN
cana-1804	9	8	are	be	AUX
cana-1804	9	9	high	high	ADJ
cana-1804	9	10	,	,	PUNCT
cana-1804	9	11	while	while	SCONJ
cana-1804	9	12	higher	high	ADJ
cana-1804	9	13	recovery	recovery	NOUN
cana-1804	9	14	rates	rate	NOUN
cana-1804	9	15	help	help	VERB
cana-1804	9	16	limit	limit	VERB
cana-1804	9	17	its	its	PRON
cana-1804	9	18	spread	spread	NOUN
cana-1804	9	19	.	.	PUNCT
cana-1804	10	1	sensitivity	sensitivity	NOUN
cana-1804	10	2	analysis	analysis	NOUN
cana-1804	10	3	shows	show	VERB
cana-1804	10	4	that	that	SCONJ
cana-1804	10	5	variations	variation	NOUN
cana-1804	10	6	in	in	ADP
cana-1804	10	7	(	(	PUNCT
cana-1804	10	8	β	β	NOUN
cana-1804	10	9	)	)	PUNCT
cana-1804	10	10	and	and	CCONJ
cana-1804	10	11	(	(	PUNCT
cana-1804	10	12	δ	δ	NOUN
cana-1804	10	13	)	)	PUNCT
cana-1804	10	14	significantly	significantly	ADV
cana-1804	10	15	impact	impact	VERB
cana-1804	10	16	the	the	DET
cana-1804	10	17	spread	spread	NOUN
cana-1804	10	18	,	,	PUNCT
cana-1804	10	19	emphasizing	emphasize	VERB
cana-1804	10	20	the	the	DET
cana-1804	10	21	importance	importance	NOUN
cana-1804	10	22	of	of	ADP
cana-1804	10	23	targeted	target	VERB
cana-1804	10	24	interventions	intervention	NOUN
cana-1804	10	25	during	during	ADP
cana-1804	10	26	these	these	DET
cana-1804	10	27	critical	critical	ADJ
cana-1804	10	28	stages	stage	NOUN
cana-1804	10	29	[	[	X
cana-1804	10	30	22	22	NUM
cana-1804	10	31	]	]	PUNCT
cana-1804	10	32	.	.	PUNCT
cana-1804	11	1	the	the	DET
cana-1804	11	2	objective	objective	NOUN
cana-1804	11	3	of	of	ADP
cana-1804	11	4	this	this	DET
cana-1804	11	5	study	study	NOUN
cana-1804	11	6	is	be	AUX
cana-1804	11	7	to	to	PART
cana-1804	11	8	evaluate	evaluate	VERB
cana-1804	11	9	strategies	strategy	NOUN
cana-1804	11	10	for	for	ADP
cana-1804	11	11	reducing	reduce	VERB
cana-1804	11	12	the	the	DET
cana-1804	11	13	effects	effect	NOUN
cana-1804	11	14	of	of	ADP
cana-1804	11	15	misinformation	misinformation	NOUN
cana-1804	11	16	on	on	ADP
cana-1804	11	17	public	public	ADJ
cana-1804	11	18	discourse	discourse	NOUN
cana-1804	11	19	and	and	CCONJ
cana-1804	11	20	health	health	NOUN
cana-1804	11	21	outcomes	outcome	NOUN
cana-1804	11	22	while	while	SCONJ
cana-1804	11	23	offering	offer	VERB
cana-1804	11	24	insights	insight	NOUN
cana-1804	11	25	into	into	ADP
cana-1804	11	26	the	the	DET
cana-1804	11	27	key	key	ADJ
cana-1804	11	28	factors	factor	NOUN
cana-1804	11	29	that	that	PRON
cana-1804	11	30	drive	drive	VERB
cana-1804	11	31	its	its	PRON
cana-1804	11	32	dissemination	dissemination	NOUN
cana-1804	11	33	based	base	VERB
cana-1804	11	34	on	on	ADP
cana-1804	11	35	model	model	NOUN
cana-1804	11	36	simulations	simulation	NOUN
cana-1804	11	37	.	.	PUNCT
cana-1804	12	1	keywords	keyword	NOUN
cana-1804	12	2	:	:	PUNCT
cana-1804	12	3	network	network	NOUN
cana-1804	12	4	diffusion	diffusion	NOUN
cana-1804	12	5	modeling	modeling	NOUN
cana-1804	12	6	,	,	PUNCT
cana-1804	12	7	agent	agent	NOUN
cana-1804	12	8	-	-	PUNCT
cana-1804	12	9	based	base	VERB
cana-1804	12	10	simulation	simulation	NOUN
cana-1804	12	11	,	,	PUNCT
cana-1804	12	12	hybrid	hybrid	ADJ
cana-1804	12	13	epidemic	epidemic	NOUN
cana-1804	12	14	models	model	NOUN
cana-1804	12	15	,	,	PUNCT
cana-1804	12	16	misinformation	misinformation	NOUN
cana-1804	12	17	dynamics	dynamic	NOUN
cana-1804	12	18	,	,	PUNCT
cana-1804	12	19	stochastic	stochastic	NOUN
cana-1804	12	20	-	-	PUNCT
cana-1804	12	21	deterministic	deterministic	ADJ
cana-1804	12	22	integration	integration	NOUN
cana-1804	12	23	.	.	PUNCT
cana-1804	13	1	1	1	X
cana-1804	13	2	.	.	X
cana-1804	13	3	introduction	introduction	NOUN
cana-1804	13	4	in	in	ADP
cana-1804	13	5	the	the	DET
cana-1804	13	6	modern	modern	ADJ
cana-1804	13	7	world	world	NOUN
cana-1804	13	8	,	,	PUNCT
cana-1804	13	9	it	it	PRON
cana-1804	13	10	is	be	AUX
cana-1804	13	11	crucial	crucial	ADJ
cana-1804	13	12	to	to	PART
cana-1804	13	13	understand	understand	VERB
cana-1804	13	14	how	how	SCONJ
cana-1804	13	15	information	information	NOUN
cana-1804	13	16	spreads	spread	VERB
cana-1804	13	17	through	through	ADP
cana-1804	13	18	various	various	ADJ
cana-1804	13	19	media	medium	NOUN
cana-1804	13	20	and	and	CCONJ
cana-1804	13	21	online	online	ADJ
cana-1804	13	22	sources	source	NOUN
cana-1804	13	23	in	in	ADP
cana-1804	13	24	order	order	NOUN
cana-1804	13	25	to	to	PART
cana-1804	13	26	effectively	effectively	ADV
cana-1804	13	27	manage	manage	VERB
cana-1804	13	28	its	its	PRON
cana-1804	13	29	dissemination	dissemination	NOUN
cana-1804	13	30	[	[	X
cana-1804	13	31	27	27	NUM
cana-1804	13	32	]	]	PUNCT
cana-1804	13	33	.	.	PUNCT
cana-1804	14	1	the	the	DET
cana-1804	14	2	ease	ease	NOUN
cana-1804	14	3	of	of	ADP
cana-1804	14	4	generating	generate	VERB
cana-1804	14	5	and	and	CCONJ
cana-1804	14	6	distributing	distribute	VERB
cana-1804	14	7	content	content	NOUN
cana-1804	14	8	presents	present	VERB
cana-1804	14	9	a	a	DET
cana-1804	14	10	significant	significant	ADJ
cana-1804	14	11	challenge	challenge	NOUN
cana-1804	14	12	in	in	ADP
cana-1804	14	13	this	this	DET
cana-1804	14	14	scenario	scenario	NOUN
cana-1804	14	15	.	.	PUNCT
cana-1804	15	1	algorithms	algorithm	NOUN
cana-1804	15	2	that	that	PRON
cana-1804	15	3	prioritize	prioritize	VERB
cana-1804	15	4	engagement	engagement	NOUN
cana-1804	15	5	with	with	ADP
cana-1804	15	6	users	user	NOUN
cana-1804	15	7	often	often	ADV
cana-1804	15	8	enhance	enhance	VERB
cana-1804	15	9	content	content	NOUN
cana-1804	15	10	,	,	PUNCT
cana-1804	15	11	making	make	VERB
cana-1804	15	12	it	it	PRON
cana-1804	15	13	more	more	ADV
cana-1804	15	14	popular	popular	ADJ
cana-1804	15	15	[	[	X
cana-1804	15	16	30	30	NUM
cana-1804	15	17	]	]	PUNCT
cana-1804	15	18	.	.	PUNCT
cana-1804	16	1	this	this	DET
cana-1804	16	2	trend	trend	NOUN
cana-1804	16	3	is	be	AUX
cana-1804	16	4	particularly	particularly	ADV
cana-1804	16	5	noticeable	noticeable	ADJ
cana-1804	16	6	during	during	ADP
cana-1804	16	7	times	time	NOUN
cana-1804	16	8	of	of	ADP
cana-1804	16	9	crises	crisis	NOUN
cana-1804	16	10	like	like	ADP
cana-1804	16	11	health	health	NOUN
cana-1804	16	12	emergencies	emergency	NOUN
cana-1804	16	13	,	,	PUNCT
cana-1804	16	14	such	such	ADJ
cana-1804	16	15	as	as	ADP
cana-1804	16	16	covid-19	covid-19	PROPN
cana-1804	16	17	[	[	X
cana-1804	16	18	21	21	NUM
cana-1804	16	19	]	]	PUNCT
cana-1804	16	20	,	,	PUNCT
cana-1804	16	21	and	and	CCONJ
cana-1804	16	22	natural	natural	ADJ
cana-1804	16	23	disasters	disaster	NOUN
cana-1804	16	24	[	[	X
cana-1804	16	25	7	7	NUM
cana-1804	16	26	]	]	PUNCT
cana-1804	16	27	.	.	PUNCT
cana-1804	17	1	researchers	researcher	NOUN
cana-1804	17	2	have	have	AUX
cana-1804	17	3	created	create	VERB
cana-1804	17	4	various	various	ADJ
cana-1804	17	5	models	model	NOUN
cana-1804	17	6	to	to	PART
cana-1804	17	7	examine	examine	VERB
cana-1804	17	8	and	and	CCONJ
cana-1804	17	9	comprehend	comprehend	VERB
cana-1804	17	10	the	the	DET
cana-1804	17	11	propagation	propagation	NOUN
cana-1804	17	12	of	of	ADP
cana-1804	17	13	information	information	NOUN
cana-1804	17	14	[	[	X
cana-1804	17	15	3,4,21,22,23,24,26,27,31	3,4,21,22,23,24,26,27,31	NUM
cana-1804	17	16	]	]	PUNCT
cana-1804	17	17	.	.	PUNCT
cana-1804	18	1	here	here	ADV
cana-1804	18	2	we	we	PRON
cana-1804	18	3	present	present	VERB
cana-1804	18	4	a	a	DET
cana-1804	18	5	model	model	NOUN
cana-1804	18	6	that	that	PRON
cana-1804	18	7	examines	examine	VERB
cana-1804	18	8	how	how	SCONJ
cana-1804	18	9	news	news	NOUN
cana-1804	18	10	propagates	propagate	VERB
cana-1804	18	11	during	during	ADP
cana-1804	18	12	events	event	NOUN
cana-1804	18	13	,	,	PUNCT
cana-1804	18	14	such	such	ADJ
cana-1804	18	15	as	as	ADP
cana-1804	18	16	the	the	DET
cana-1804	18	17	covid-19	covid-19	PROPN
cana-1804	18	18	pandemic	pandemic	ADJ
cana-1804	18	19	and	and	CCONJ
cana-1804	18	20	natural	natural	ADJ
cana-1804	18	21	disasters	disaster	NOUN
cana-1804	18	22	.	.	PUNCT
cana-1804	19	1	this	this	DET
cana-1804	19	2	model	model	NOUN
cana-1804	19	3	delves	delve	VERB
cana-1804	19	4	into	into	ADP
cana-1804	19	5	the	the	DET
cana-1804	19	6	dynamics	dynamic	NOUN
cana-1804	19	7	of	of	ADP
cana-1804	19	8	misinformation	misinformation	NOUN
cana-1804	19	9	spread	spread	VERB
cana-1804	19	10	in	in	ADP
cana-1804	19	11	these	these	DET
cana-1804	19	12	scenarios	scenario	NOUN
cana-1804	19	13	,	,	PUNCT
cana-1804	19	14	utilizing	utilize	VERB
cana-1804	19	15	parameters	parameter	NOUN
cana-1804	19	16	akin	akin	ADJ
cana-1804	19	17	to	to	ADP
cana-1804	19	18	those	those	PRON
cana-1804	19	19	observed	observe	VERB
cana-1804	19	20	in	in	ADP
cana-1804	19	21	disease	disease	NOUN
cana-1804	19	22	models	model	NOUN
cana-1804	19	23	[	[	X
cana-1804	19	24	20	20	NUM
cana-1804	19	25	]	]	PUNCT
cana-1804	19	26	.	.	PUNCT
cana-1804	20	1	there	there	PRON
cana-1804	20	2	are	be	VERB
cana-1804	20	3	many	many	ADJ
cana-1804	20	4	factors	factor	NOUN
cana-1804	20	5	that	that	PRON
cana-1804	20	6	influence	influence	VERB
cana-1804	20	7	the	the	DET
cana-1804	20	8	diffusion	diffusion	NOUN
cana-1804	20	9	of	of	ADP
cana-1804	20	10	information	information	NOUN
cana-1804	20	11	,	,	PUNCT
cana-1804	20	12	including	include	VERB
cana-1804	20	13	the	the	DET
cana-1804	20	14	likelihood	likelihood	NOUN
cana-1804	20	15	that	that	SCONJ
cana-1804	20	16	individuals	individual	NOUN
cana-1804	20	17	share	share	VERB
cana-1804	20	18	misinformation	misinformation	NOUN
cana-1804	20	19	,	,	PUNCT
cana-1804	20	20	the	the	DET
cana-1804	20	21	rate	rate	NOUN
cana-1804	20	22	at	at	ADP
cana-1804	20	23	which	which	PRON
cana-1804	20	24	they	they	PRON
cana-1804	20	25	cease	cease	VERB
cana-1804	20	26	to	to	PART
cana-1804	20	27	propagate	propagate	VERB
cana-1804	20	28	it	it	PRON
cana-1804	20	29	,	,	PUNCT
cana-1804	20	30	and	and	CCONJ
cana-1804	20	31	the	the	DET
cana-1804	20	32	mailto:gahmed@bu.edu.sa	mailto:gahmed@bu.edu.sa	PROPN
cana-1804	20	33	communications	communication	NOUN
cana-1804	20	34	on	on	ADP
cana-1804	20	35	applied	apply	VERB
cana-1804	20	36	nonlinear	nonlinear	ADJ
cana-1804	20	37	analysis	analysis	NOUN
cana-1804	20	38	issn	issn	NOUN
cana-1804	20	39	:	:	PUNCT
cana-1804	20	40	1074	1074	NUM
cana-1804	20	41	-	-	PUNCT
cana-1804	20	42	133x	133x	NUM
cana-1804	20	43	vol	vol	NOUN
cana-1804	20	44	32	32	NUM
cana-1804	21	1	no	no	NOUN
cana-1804	21	2	.	.	NOUN
cana-1804	21	3	2	2	NUM
cana-1804	21	4	(	(	PUNCT
cana-1804	21	5	2025	2025	NUM
cana-1804	21	6	)	)	PUNCT
cana-1804	22	1	551	551	NUM
cana-1804	22	2	https://internationalpubls.com	https://internationalpubls.com	X
cana-1804	22	3	speed	speed	NOUN
cana-1804	22	4	at	at	ADP
cana-1804	22	5	which	which	PRON
cana-1804	22	6	they	they	PRON
cana-1804	22	7	start	start	VERB
cana-1804	22	8	disseminating	disseminate	VERB
cana-1804	22	9	false	false	ADJ
cana-1804	22	10	information	information	NOUN
cana-1804	22	11	after	after	ADP
cana-1804	22	12	exposure	exposure	NOUN
cana-1804	22	13	[	[	X
cana-1804	22	14	22	22	NUM
cana-1804	22	15	]	]	PUNCT
cana-1804	22	16	.	.	PUNCT
cana-1804	23	1	we	we	PRON
cana-1804	23	2	are	be	AUX
cana-1804	23	3	examining	examine	VERB
cana-1804	23	4	how	how	SCONJ
cana-1804	23	5	altering	alter	VERB
cana-1804	23	6	these	these	DET
cana-1804	23	7	factors	factor	NOUN
cana-1804	23	8	affects	affect	VERB
cana-1804	23	9	the	the	DET
cana-1804	23	10	dissemination	dissemination	NOUN
cana-1804	23	11	of	of	ADP
cana-1804	23	12	misinformation	misinformation	NOUN
cana-1804	23	13	and	and	CCONJ
cana-1804	23	14	evaluating	evaluate	VERB
cana-1804	23	15	the	the	DET
cana-1804	23	16	effectiveness	effectiveness	NOUN
cana-1804	23	17	of	of	ADP
cana-1804	23	18	strategies	strategy	NOUN
cana-1804	23	19	through	through	ADP
cana-1804	23	20	scenario	scenario	NOUN
cana-1804	23	21	analysis	analysis	NOUN
cana-1804	23	22	and	and	CCONJ
cana-1804	23	23	sensitivity	sensitivity	NOUN
cana-1804	23	24	testing	testing	NOUN
cana-1804	23	25	.	.	PUNCT
cana-1804	24	1	this	this	DET
cana-1804	24	2	study	study	NOUN
cana-1804	24	3	emphasizes	emphasize	VERB
cana-1804	24	4	the	the	DET
cana-1804	24	5	need	need	NOUN
cana-1804	24	6	to	to	PART
cana-1804	24	7	tackle	tackle	VERB
cana-1804	24	8	misinformation	misinformation	NOUN
cana-1804	24	9	by	by	ADP
cana-1804	24	10	using	use	VERB
cana-1804	24	11	data	datum	NOUN
cana-1804	24	12	to	to	PART
cana-1804	24	13	gain	gain	VERB
cana-1804	24	14	an	an	DET
cana-1804	24	15	understanding	understanding	NOUN
cana-1804	24	16	of	of	ADP
cana-1804	24	17	the	the	DET
cana-1804	24	18	reasons	reason	NOUN
cana-1804	24	19	behind	behind	ADP
cana-1804	24	20	its	its	PRON
cana-1804	24	21	spread	spread	NOUN
cana-1804	24	22	,	,	PUNCT
cana-1804	24	23	empowering	empower	VERB
cana-1804	24	24	individuals	individual	NOUN
cana-1804	24	25	to	to	PART
cana-1804	24	26	devise	devise	VERB
cana-1804	24	27	tactics	tactic	NOUN
cana-1804	24	28	and	and	CCONJ
cana-1804	24	29	actions	action	NOUN
cana-1804	24	30	to	to	PART
cana-1804	24	31	mitigate	mitigate	VERB
cana-1804	24	32	its	its	PRON
cana-1804	24	33	effects	effect	NOUN
cana-1804	24	34	.	.	PUNCT
cana-1804	25	1	2	2	X
cana-1804	25	2	.	.	X
cana-1804	25	3	problem	problem	NOUN
cana-1804	25	4	formulation	formulation	NOUN
cana-1804	25	5	we	we	PRON
cana-1804	25	6	will	will	AUX
cana-1804	25	7	analyze	analyze	VERB
cana-1804	25	8	the	the	DET
cana-1804	25	9	information	information	NOUN
cana-1804	25	10	propagation	propagation	NOUN
cana-1804	25	11	in	in	ADP
cana-1804	25	12	our	our	PRON
cana-1804	25	13	study	study	NOUN
cana-1804	25	14	using	use	VERB
cana-1804	25	15	the	the	DET
cana-1804	25	16	network	network	NOUN
cana-1804	25	17	agent	agent	NOUN
cana-1804	25	18	based	base	VERB
cana-1804	25	19	model	model	NOUN
cana-1804	25	20	(	(	PUNCT
cana-1804	25	21	neab	neab	NOUN
cana-1804	25	22	)	)	PUNCT
cana-1804	26	1	[	[	X
cana-1804	26	2	32	32	NUM
cana-1804	26	3	]	]	PUNCT
cana-1804	26	4	.	.	PUNCT
cana-1804	27	1	this	this	DET
cana-1804	27	2	model	model	NOUN
cana-1804	27	3	incorporates	incorporate	VERB
cana-1804	27	4	the	the	DET
cana-1804	27	5	components	component	NOUN
cana-1804	27	6	of	of	ADP
cana-1804	27	7	network	network	NOUN
cana-1804	27	8	diffusion	diffusion	NOUN
cana-1804	27	9	,	,	PUNCT
cana-1804	27	10	agent	agent	NOUN
cana-1804	27	11	-	-	PUNCT
cana-1804	27	12	based	base	VERB
cana-1804	27	13	,	,	PUNCT
cana-1804	27	14	and	and	CCONJ
cana-1804	27	15	epidemiological	epidemiological	ADJ
cana-1804	27	16	models	model	NOUN
cana-1804	27	17	,	,	PUNCT
cana-1804	27	18	here	here	ADV
cana-1804	27	19	we	we	PRON
cana-1804	27	20	present	present	VERB
cana-1804	27	21	the	the	DET
cana-1804	27	22	components	component	NOUN
cana-1804	27	23	of	of	ADP
cana-1804	27	24	the	the	DET
cana-1804	27	25	mode	mode	NOUN
cana-1804	27	26	.	.	PUNCT
cana-1804	28	1	2.1	2.1	NUM
cana-1804	28	2	network	network	NOUN
cana-1804	28	3	diffusion	diffusion	NOUN
cana-1804	28	4	the	the	DET
cana-1804	28	5	hybrid	hybrid	ADJ
cana-1804	28	6	neab	neab	ADJ
cana-1804	28	7	model	model	NOUN
cana-1804	28	8	incorporates	incorporate	VERB
cana-1804	28	9	network	network	NOUN
cana-1804	28	10	dynamics	dynamic	NOUN
cana-1804	28	11	by	by	ADP
cana-1804	28	12	considering	consider	VERB
cana-1804	28	13	how	how	SCONJ
cana-1804	28	14	people	people	NOUN
cana-1804	28	15	interact	interact	VERB
cana-1804	28	16	within	within	ADP
cana-1804	28	17	a	a	DET
cana-1804	28	18	network	network	NOUN
cana-1804	28	19	framework	framework	NOUN
cana-1804	28	20	[	[	X
cana-1804	28	21	5	5	NUM
cana-1804	28	22	]	]	PUNCT
cana-1804	28	23	.	.	PUNCT
cana-1804	29	1	each	each	DET
cana-1804	29	2	individual	individual	NOUN
cana-1804	29	3	's	's	PART
cana-1804	29	4	status	status	NOUN
cana-1804	29	5	can	can	AUX
cana-1804	29	6	influence	influence	VERB
cana-1804	29	7	those	those	PRON
cana-1804	29	8	in	in	ADP
cana-1804	29	9	their	their	PRON
cana-1804	29	10	vicinity	vicinity	NOUN
cana-1804	29	11	,	,	PUNCT
cana-1804	29	12	thereby	thereby	ADV
cana-1804	29	13	playing	play	VERB
cana-1804	29	14	a	a	DET
cana-1804	29	15	role	role	NOUN
cana-1804	29	16	in	in	ADP
cana-1804	29	17	the	the	DET
cana-1804	29	18	dissemination	dissemination	NOUN
cana-1804	29	19	of	of	ADP
cana-1804	29	20	information	information	NOUN
cana-1804	29	21	.	.	PUNCT
cana-1804	30	1	let	let	VERB
cana-1804	30	2	’s	’s	NOUN
cana-1804	30	3	denote	denote	VERB
cana-1804	30	4	the	the	DET
cana-1804	30	5	network	network	NOUN
cana-1804	30	6	adjacency	adjacency	NOUN
cana-1804	30	7	matrix	matrix	NOUN
cana-1804	30	8	by	by	ADP
cana-1804	30	9	(	(	PUNCT
cana-1804	30	10	a	a	X
cana-1804	30	11	)	)	PUNCT
cana-1804	30	12	,	,	PUNCT
cana-1804	30	13	where	where	SCONJ
cana-1804	30	14	𝐴𝑖𝑗	𝐴𝑖𝑗	PROPN
cana-1804	30	15	=	=	SYM
cana-1804	30	16	1	1	NUM
cana-1804	30	17	signifies	signifie	NOUN
cana-1804	30	18	that	that	SCONJ
cana-1804	30	19	individuals	individual	NOUN
cana-1804	30	20	𝑖	𝑖	VERB
cana-1804	30	21	and	and	CCONJ
cana-1804	30	22	𝑗	𝑗	PROPN
cana-1804	30	23	are	be	AUX
cana-1804	30	24	linked	link	VERB
cana-1804	30	25	,	,	PUNCT
cana-1804	30	26	and	and	CCONJ
cana-1804	30	27	0	0	NUM
cana-1804	30	28	denotes	denote	VERB
cana-1804	30	29	no	no	DET
cana-1804	30	30	connection	connection	NOUN
cana-1804	30	31	between	between	ADP
cana-1804	30	32	them	they	PRON
cana-1804	30	33	.	.	PUNCT
cana-1804	31	1	𝛽𝑒𝑓𝑓	𝛽𝑒𝑓𝑓	NOUN
cana-1804	31	2	=	=	SYM
cana-1804	31	3	𝛽	𝛽	NOUN
cana-1804	31	4	∑	∑	PROPN
cana-1804	31	5	𝐴𝑖𝑗𝐼𝑗𝑗	𝐴𝑖𝑗𝐼𝑗𝑗	PROPN
cana-1804	31	6	(	(	PUNCT
cana-1804	31	7	1	1	NUM
cana-1804	31	8	)	)	PUNCT
cana-1804	31	9	where	where	SCONJ
cana-1804	31	10	:	:	PUNCT
cana-1804	31	11	•	•	X
cana-1804	31	12	(	(	PUNCT
cana-1804	31	13	𝛽	𝛽	NOUN
cana-1804	31	14	)	)	PUNCT
cana-1804	31	15	is	be	AUX
cana-1804	31	16	the	the	DET
cana-1804	31	17	base	base	NOUN
cana-1804	31	18	transmission	transmission	NOUN
cana-1804	31	19	rate	rate	NOUN
cana-1804	31	20	of	of	ADP
cana-1804	31	21	misinformation	misinformation	NOUN
cana-1804	31	22	•	•	INTJ
cana-1804	31	23	(	(	PUNCT
cana-1804	31	24	𝐴𝑖𝑗	𝐴𝑖𝑗	PROPN
cana-1804	31	25	)	)	PUNCT
cana-1804	31	26	the	the	DET
cana-1804	31	27	element	element	NOUN
cana-1804	31	28	of	of	ADP
cana-1804	31	29	the	the	DET
cana-1804	31	30	adjacency	adjacency	NOUN
cana-1804	31	31	matrix	matrix	NOUN
cana-1804	31	32	that	that	PRON
cana-1804	31	33	indicates	indicate	VERB
cana-1804	31	34	whether	whether	SCONJ
cana-1804	31	35	there	there	PRON
cana-1804	31	36	is	be	VERB
cana-1804	31	37	a	a	DET
cana-1804	31	38	connection	connection	NOUN
cana-1804	31	39	between	between	ADP
cana-1804	31	40	individuals	individual	NOUN
cana-1804	31	41	(	(	PUNCT
cana-1804	31	42	𝑖	𝑖	X
cana-1804	31	43	)	)	PUNCT
cana-1804	31	44	and	and	CCONJ
cana-1804	31	45	(	(	PUNCT
cana-1804	31	46	𝑗	𝑗	X
cana-1804	31	47	)	)	PUNCT
cana-1804	31	48	•	•	NOUN
cana-1804	31	49	(	(	PUNCT
cana-1804	31	50	𝐼𝑗	𝐼𝑗	NOUN
cana-1804	31	51	)	)	PUNCT
cana-1804	31	52	indicates	indicate	VERB
cana-1804	31	53	whether	whether	SCONJ
cana-1804	31	54	individual	individual	ADJ
cana-1804	31	55	is	be	AUX
cana-1804	31	56	misinformed	misinform	VERB
cana-1804	31	57	(	(	PUNCT
cana-1804	31	58	with	with	ADP
cana-1804	31	59	𝐼𝑗	𝐼𝑗	PROPN
cana-1804	31	60	=	=	NOUN
cana-1804	31	61	1	1	NUM
cana-1804	31	62	if	if	SCONJ
cana-1804	31	63	misinformed	misinform	VERB
cana-1804	31	64	,	,	PUNCT
cana-1804	31	65	otherwise	otherwise	ADV
cana-1804	31	66	𝐼𝑗	𝐼𝑗	VERB
cana-1804	31	67	=	=	NOUN
cana-1804	31	68	0	0	NUM
cana-1804	31	69	)	)	PUNCT
cana-1804	31	70	.	.	PUNCT
cana-1804	32	1	•	•	NUM
cana-1804	32	2	𝛽𝑒𝑓𝑓	𝛽𝑒𝑓𝑓	NOUN
cana-1804	32	3	shows	show	VERB
cana-1804	32	4	the	the	DET
cana-1804	32	5	speed	speed	NOUN
cana-1804	32	6	at	at	ADP
cana-1804	32	7	which	which	PRON
cana-1804	32	8	false	false	ADJ
cana-1804	32	9	information	information	NOUN
cana-1804	32	10	spreads	spread	VERB
cana-1804	32	11	across	across	ADP
cana-1804	32	12	people	people	NOUN
cana-1804	32	13	while	while	SCONJ
cana-1804	32	14	accounting	account	VERB
cana-1804	32	15	for	for	ADP
cana-1804	32	16	network	network	NOUN
cana-1804	32	17	structure	structure	NOUN
cana-1804	32	18	and	and	CCONJ
cana-1804	32	19	interpersonal	interpersonal	ADJ
cana-1804	32	20	relationships	relationship	NOUN
cana-1804	32	21	[	[	X
cana-1804	32	22	8,28,30	8,28,30	PROPN
cana-1804	32	23	]	]	PUNCT
cana-1804	32	24	.	.	PUNCT
cana-1804	33	1	2.2	2.2	NUM
cana-1804	33	2	epidemiological	epidemiological	ADJ
cana-1804	33	3	we	we	PRON
cana-1804	33	4	have	have	AUX
cana-1804	33	5	considered	consider	VERB
cana-1804	33	6	the	the	DET
cana-1804	33	7	seir	seir	ADJ
cana-1804	33	8	differential	differential	ADJ
cana-1804	33	9	epidemic	epidemic	NOUN
cana-1804	33	10	model	model	NOUN
cana-1804	33	11	for	for	ADP
cana-1804	33	12	disseminating	disseminate	VERB
cana-1804	33	13	information	information	NOUN
cana-1804	33	14	,	,	PUNCT
cana-1804	33	15	deception	deception	NOUN
cana-1804	33	16	,	,	PUNCT
cana-1804	33	17	and	and	CCONJ
cana-1804	33	18	disinformation	disinformation	NOUN
cana-1804	33	19	inside	inside	ADP
cana-1804	33	20	online	online	ADJ
cana-1804	33	21	social	social	ADJ
cana-1804	33	22	networks	network	NOUN
cana-1804	33	23	[	[	X
cana-1804	33	24	1	1	NUM
cana-1804	33	25	]	]	PUNCT
cana-1804	33	26	.	.	PUNCT
cana-1804	34	1	the	the	DET
cana-1804	34	2	epidemiological	epidemiological	ADJ
cana-1804	34	3	aspect	aspect	NOUN
cana-1804	34	4	of	of	ADP
cana-1804	34	5	the	the	DET
cana-1804	34	6	neab	neab	ADJ
cana-1804	34	7	model	model	NOUN
cana-1804	34	8	is	be	AUX
cana-1804	34	9	based	base	VERB
cana-1804	34	10	on	on	ADP
cana-1804	34	11	the	the	DET
cana-1804	34	12	infected	infect	VERB
cana-1804	34	13	-	-	PUNCT
cana-1804	34	14	recovered	recover	VERB
cana-1804	34	15	(	(	PUNCT
cana-1804	34	16	seir	seir	NOUN
cana-1804	34	17	)	)	PUNCT
cana-1804	34	18	model	model	NOUN
cana-1804	34	19	[	[	X
cana-1804	34	20	2,19	2,19	X
cana-1804	34	21	]	]	X
cana-1804	34	22	.	.	PUNCT
cana-1804	35	1	𝑑𝑆	𝑑𝑆	ADJ
cana-1804	35	2	𝑑𝑡	𝑑𝑡	ADP
cana-1804	35	3	+	+	PROPN
cana-1804	35	4	𝛽𝑆𝐼	𝛽𝑆𝐼	NOUN
cana-1804	35	5	=	=	NOUN
cana-1804	35	6	0	0	PROPN
cana-1804	35	7	𝑑𝐸	𝑑𝐸	ADJ
cana-1804	35	8	𝑑𝑡	𝑑𝑡	ADP
cana-1804	35	9	−	−	PROPN
cana-1804	35	10	𝛽𝑆𝐼	𝛽𝑆𝐼	PROPN
cana-1804	35	11	+	+	PROPN
cana-1804	35	12	𝛿𝐸	𝛿𝐸	PROPN
cana-1804	35	13	=	=	SYM
cana-1804	35	14	0	0	PROPN
cana-1804	35	15	𝑑𝐸	𝑑𝐸	ADJ
cana-1804	35	16	𝑑𝑡	𝑑𝑡	ADP
cana-1804	35	17	−	−	PROPN
cana-1804	35	18	𝛿𝐸	𝛿𝐸	PROPN
cana-1804	36	1	+	+	CCONJ
cana-1804	36	2	𝛾𝐼	𝛾𝐼	X
cana-1804	36	3	=	=	SYM
cana-1804	36	4	0	0	PUNCT
cana-1804	36	5	(	(	PUNCT
cana-1804	36	6	2	2	NUM
cana-1804	36	7	)	)	PUNCT
cana-1804	36	8	𝑑𝐸	𝑑𝐸	ADV
cana-1804	36	9	𝑑𝑡	𝑑𝑡	ADP
cana-1804	36	10	−	−	PROPN
cana-1804	36	11	𝛿𝐸	𝛿𝐸	PROPN
cana-1804	37	1	+	+	CCONJ
cana-1804	37	2	𝛾𝐼	𝛾𝐼	X
cana-1804	37	3	=	=	PUNCT
cana-1804	37	4	0	0	NUM
cana-1804	37	5	•	•	NOUN
cana-1804	37	6	(	(	PUNCT
cana-1804	37	7	𝛽	𝛽	NOUN
cana-1804	37	8	)	)	PUNCT
cana-1804	37	9	"	"	PUNCT
cana-1804	37	10	transmission	transmission	NOUN
cana-1804	37	11	rate	rate	NOUN
cana-1804	37	12	of	of	ADP
cana-1804	37	13	misinformation	misinformation	NOUN
cana-1804	37	14	"	"	PUNCT
cana-1804	37	15	refers	refer	VERB
cana-1804	37	16	to	to	ADP
cana-1804	37	17	the	the	DET
cana-1804	37	18	speed	speed	NOUN
cana-1804	37	19	at	at	ADP
cana-1804	37	20	which	which	PRON
cana-1804	37	21	misinformation	misinformation	NOUN
cana-1804	37	22	disseminates	disseminate	NOUN
cana-1804	37	23	.	.	PUNCT
cana-1804	38	1	communications	communication	NOUN
cana-1804	38	2	on	on	ADP
cana-1804	38	3	applied	apply	VERB
cana-1804	38	4	nonlinear	nonlinear	ADJ
cana-1804	38	5	analysis	analysis	NOUN
cana-1804	38	6	issn	issn	NOUN
cana-1804	38	7	:	:	PUNCT
cana-1804	38	8	1074	1074	NUM
cana-1804	38	9	-	-	PUNCT
cana-1804	38	10	133x	133x	NUM
cana-1804	38	11	vol	vol	NOUN
cana-1804	38	12	32	32	NUM
cana-1804	38	13	no	no	NOUN
cana-1804	38	14	.	.	NOUN
cana-1804	38	15	2	2	NUM
cana-1804	38	16	(	(	PUNCT
cana-1804	38	17	2025	2025	NUM
cana-1804	38	18	)	)	PUNCT
cana-1804	38	19	552	552	NUM
cana-1804	38	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1804	38	21	•	•	NOUN
cana-1804	38	22	(	(	PUNCT
cana-1804	38	23	𝛾	𝛾	NOUN
cana-1804	38	24	)	)	PUNCT
cana-1804	38	25	"	"	PUNCT
cana-1804	38	26	recovery	recovery	NOUN
cana-1804	38	27	rate	rate	NOUN
cana-1804	38	28	from	from	ADP
cana-1804	38	29	misinformation	misinformation	NOUN
cana-1804	38	30	"	"	PUNCT
cana-1804	38	31	measures	measure	NOUN
cana-1804	38	32	the	the	DET
cana-1804	38	33	speed	speed	NOUN
cana-1804	38	34	at	at	ADP
cana-1804	38	35	which	which	PRON
cana-1804	38	36	people	people	NOUN
cana-1804	38	37	stop	stop	VERB
cana-1804	38	38	disseminating	disseminate	VERB
cana-1804	38	39	false	false	ADJ
cana-1804	38	40	information	information	NOUN
cana-1804	38	41	,	,	PUNCT
cana-1804	38	42	either	either	CCONJ
cana-1804	38	43	by	by	ADP
cana-1804	38	44	fact	fact	NOUN
cana-1804	38	45	-	-	PUNCT
cana-1804	38	46	checking	checking	NOUN
cana-1804	38	47	or	or	CCONJ
cana-1804	38	48	by	by	ADP
cana-1804	38	49	altering	alter	VERB
cana-1804	38	50	their	their	PRON
cana-1804	38	51	•	•	NOUN
cana-1804	38	52	(	(	PUNCT
cana-1804	38	53	𝛿	𝛿	NOUN
cana-1804	38	54	)	)	PUNCT
cana-1804	38	55	"	"	PUNCT
cana-1804	38	56	the	the	DET
cana-1804	38	57	rate	rate	NOUN
cana-1804	38	58	of	of	ADP
cana-1804	38	59	transition	transition	NOUN
cana-1804	38	60	from	from	ADP
cana-1804	38	61	exposure	exposure	NOUN
cana-1804	38	62	to	to	ADP
cana-1804	38	63	infection	infection	NOUN
cana-1804	38	64	"	"	PUNCT
cana-1804	38	65	indicates	indicate	VERB
cana-1804	38	66	the	the	DET
cana-1804	38	67	speed	speed	NOUN
cana-1804	38	68	at	at	ADP
cana-1804	38	69	which	which	PRON
cana-1804	38	70	individuals	individual	NOUN
cana-1804	38	71	shift	shift	VERB
cana-1804	38	72	from	from	ADP
cana-1804	38	73	exposure	exposure	NOUN
cana-1804	38	74	to	to	ADP
cana-1804	38	75	active	active	ADJ
cana-1804	38	76	transmission	transmission	NOUN
cana-1804	38	77	.	.	PUNCT
cana-1804	39	1	•	•	NUM
cana-1804	39	2	(	(	PUNCT
cana-1804	39	3	𝑆	𝑆	PROPN
cana-1804	39	4	)	)	PUNCT
cana-1804	39	5	"	"	PUNCT
cana-1804	39	6	susceptible	susceptible	ADJ
cana-1804	39	7	"	"	PUNCT
cana-1804	39	8	refers	refer	NOUN
cana-1804	39	9	to	to	ADP
cana-1804	39	10	individuals	individual	NOUN
cana-1804	39	11	who	who	PRON
cana-1804	39	12	have	have	AUX
cana-1804	39	13	not	not	PART
cana-1804	39	14	been	be	AUX
cana-1804	39	15	exposed	expose	VERB
cana-1804	39	16	to	to	ADP
cana-1804	39	17	misinformation	misinformation	NOUN
cana-1804	39	18	but	but	CCONJ
cana-1804	39	19	are	be	AUX
cana-1804	39	20	at	at	ADP
cana-1804	39	21	risk	risk	NOUN
cana-1804	39	22	.	.	PUNCT
cana-1804	40	1	initially	initially	ADV
cana-1804	40	2	,	,	PUNCT
cana-1804	40	3	the	the	DET
cana-1804	40	4	majority	majority	NOUN
cana-1804	40	5	of	of	ADP
cana-1804	40	6	the	the	DET
cana-1804	40	7	population	population	NOUN
cana-1804	40	8	falls	fall	VERB
cana-1804	40	9	into	into	ADP
cana-1804	40	10	the	the	DET
cana-1804	40	11	susceptible	susceptible	ADJ
cana-1804	40	12	group	group	NOUN
cana-1804	40	13	.	.	PUNCT
cana-1804	41	1	•	•	NUM
cana-1804	41	2	(	(	PUNCT
cana-1804	41	3	𝐸	𝐸	NOUN
cana-1804	41	4	)	)	PUNCT
cana-1804	41	5	"	"	PUNCT
cana-1804	41	6	exposed	expose	VERB
cana-1804	41	7	"	"	PUNCT
cana-1804	41	8	refers	refers	AUX
cana-1804	41	9	to	to	ADP
cana-1804	41	10	individuals	individual	NOUN
cana-1804	41	11	who	who	PRON
cana-1804	41	12	have	have	AUX
cana-1804	41	13	come	come	VERB
cana-1804	41	14	across	across	ADP
cana-1804	41	15	misinformation	misinformation	NOUN
cana-1804	41	16	,	,	PUNCT
cana-1804	41	17	but	but	CCONJ
cana-1804	41	18	have	have	AUX
cana-1804	41	19	not	not	PART
cana-1804	41	20	yet	yet	ADV
cana-1804	41	21	taken	take	VERB
cana-1804	41	22	the	the	DET
cana-1804	41	23	initiative	initiative	NOUN
cana-1804	41	24	to	to	PART
cana-1804	41	25	spread	spread	VERB
cana-1804	41	26	it	it	PRON
cana-1804	41	27	.	.	PUNCT
cana-1804	42	1	•	•	INTJ
cana-1804	42	2	(	(	PUNCT
cana-1804	42	3	𝐼	𝐼	PROPN
cana-1804	42	4	)	)	PUNCT
cana-1804	42	5	"	"	PUNCT
cana-1804	42	6	infected	infect	VERB
cana-1804	42	7	"	"	PUNCT
cana-1804	42	8	refers	refer	VERB
cana-1804	42	9	to	to	ADP
cana-1804	42	10	individuals	individual	NOUN
cana-1804	42	11	who	who	PRON
cana-1804	42	12	actively	actively	ADV
cana-1804	42	13	disseminate	disseminate	VERB
cana-1804	42	14	misinformation	misinformation	NOUN
cana-1804	42	15	after	after	ADP
cana-1804	42	16	being	be	AUX
cana-1804	42	17	•	•	NOUN
cana-1804	42	18	(	(	PUNCT
cana-1804	42	19	r	r	NOUN
cana-1804	42	20	)	)	PUNCT
cana-1804	42	21	"	"	PUNCT
cana-1804	42	22	recovered	recover	VERB
cana-1804	42	23	"	"	PUNCT
cana-1804	42	24	refers	refer	VERB
cana-1804	42	25	to	to	ADP
cana-1804	42	26	individuals	individual	NOUN
cana-1804	42	27	who	who	PRON
cana-1804	42	28	have	have	AUX
cana-1804	42	29	ceased	cease	VERB
cana-1804	42	30	the	the	DET
cana-1804	42	31	dissemination	dissemination	NOUN
cana-1804	42	32	of	of	ADP
cana-1804	42	33	false	false	ADJ
cana-1804	42	34	information	information	NOUN
cana-1804	42	35	,	,	PUNCT
cana-1804	42	36	either	either	CCONJ
cana-1804	42	37	due	due	ADP
cana-1804	42	38	to	to	ADP
cana-1804	42	39	their	their	PRON
cana-1804	42	40	realization	realization	NOUN
cana-1804	42	41	of	of	ADP
cana-1804	42	42	its	its	PRON
cana-1804	42	43	falsity	falsity	NOUN
cana-1804	42	44	or	or	CCONJ
cana-1804	42	45	as	as	ADP
cana-1804	42	46	a	a	DET
cana-1804	42	47	result	result	NOUN
cana-1804	42	48	of	of	ADP
cana-1804	42	49	external	external	ADJ
cana-1804	42	50	corrections	correction	NOUN
cana-1804	42	51	[	[	X
cana-1804	42	52	2,19	2,19	X
cana-1804	42	53	]	]	X
cana-1804	42	54	.	.	PUNCT
cana-1804	43	1	2.3	2.3	NUM
cana-1804	43	2	agent	agent	NOUN
cana-1804	43	3	-	-	PUNCT
cana-1804	43	4	based	base	VERB
cana-1804	43	5	based	base	VERB
cana-1804	43	6	on	on	ADP
cana-1804	43	7	their	their	PRON
cana-1804	43	8	conditions	condition	NOUN
cana-1804	43	9	and	and	CCONJ
cana-1804	43	10	activities	activity	NOUN
cana-1804	43	11	,	,	PUNCT
cana-1804	43	12	these	these	DET
cana-1804	43	13	agents	agent	NOUN
cana-1804	43	14	engage	engage	VERB
cana-1804	43	15	in	in	ADP
cana-1804	43	16	network	network	NOUN
cana-1804	43	17	interactions	interaction	NOUN
cana-1804	43	18	.	.	PUNCT
cana-1804	44	1	their	their	PRON
cana-1804	44	2	behaviors	behavior	NOUN
cana-1804	44	3	in	in	ADP
cana-1804	44	4	the	the	DET
cana-1804	44	5	network	network	NOUN
cana-1804	44	6	are	be	AUX
cana-1804	44	7	determined	determine	VERB
cana-1804	44	8	by	by	ADP
cana-1804	44	9	their	their	PRON
cana-1804	44	10	interactions	interaction	NOUN
cana-1804	44	11	and	and	CCONJ
cana-1804	44	12	infection	infection	NOUN
cana-1804	44	13	state	state	NOUN
cana-1804	44	14	,	,	PUNCT
cana-1804	44	15	and	and	CCONJ
cana-1804	44	16	they	they	PRON
cana-1804	44	17	adhere	adhere	VERB
cana-1804	44	18	to	to	ADP
cana-1804	44	19	the	the	DET
cana-1804	44	20	norms	norm	NOUN
cana-1804	44	21	pertaining	pertain	VERB
cana-1804	44	22	to	to	ADP
cana-1804	44	23	the	the	DET
cana-1804	44	24	prevention	prevention	NOUN
cana-1804	44	25	of	of	ADP
cana-1804	44	26	disinformation	disinformation	NOUN
cana-1804	44	27	.	.	PUNCT
cana-1804	45	1	the	the	DET
cana-1804	45	2	state	state	NOUN
cana-1804	45	3	of	of	ADP
cana-1804	45	4	each	each	DET
cana-1804	45	5	agent	agent	NOUN
cana-1804	45	6	is	be	AUX
cana-1804	45	7	adjusted	adjust	VERB
cana-1804	45	8	based	base	VERB
cana-1804	45	9	on	on	ADP
cana-1804	45	10	the	the	DET
cana-1804	45	11	probabilities	probability	NOUN
cana-1804	45	12	calculated	calculate	VERB
cana-1804	45	13	from	from	ADP
cana-1804	45	14	the	the	DET
cana-1804	45	15	equations	equation	NOUN
cana-1804	45	16	and	and	CCONJ
cana-1804	45	17	network	network	NOUN
cana-1804	45	18	interactions	interaction	NOUN
cana-1804	45	19	.	.	PUNCT
cana-1804	46	1	the	the	DET
cana-1804	46	2	chance	chance	NOUN
cana-1804	46	3	of	of	ADP
cana-1804	46	4	someone	someone	PRON
cana-1804	46	5	moving	move	VERB
cana-1804	46	6	from	from	ADP
cana-1804	46	7	being	be	AUX
cana-1804	46	8	susceptible	susceptible	ADJ
cana-1804	46	9	,	,	PUNCT
cana-1804	46	10	to	to	ADP
cana-1804	46	11	becoming	becoming	AUX
cana-1804	46	12	exposed	expose	VERB
cana-1804	46	13	is	be	AUX
cana-1804	46	14	calculated	calculate	VERB
cana-1804	46	15	using	use	VERB
cana-1804	46	16	the	the	DET
cana-1804	46	17	formula:[2,6,12,14	formula:[2,6,12,14	ADV
cana-1804	46	18	]	]	PUNCT
cana-1804	46	19	𝑃(𝑆	𝑃(𝑆	PROPN
cana-1804	46	20	→	→	SYM
cana-1804	46	21	𝐸	𝐸	PROPN
cana-1804	46	22	)	)	PUNCT
cana-1804	46	23	=	=	SYM
cana-1804	46	24	1	1	X
cana-1804	46	25	.	.	NUM
cana-1804	46	26	𝑒(𝛽𝑒𝑓𝑓∆𝑡	𝑒(𝛽𝑒𝑓𝑓∆𝑡	NOUN
cana-1804	46	27	)	)	PUNCT
cana-1804	46	28	(	(	PUNCT
cana-1804	46	29	3	3	X
cana-1804	46	30	)	)	PUNCT
cana-1804	46	31	3	3	NUM
cana-1804	46	32	.	.	PUNCT
cana-1804	46	33	hybrid	hybrid	ADJ
cana-1804	46	34	stochastic	stochastic	NOUN
cana-1804	46	35	-	-	PUNCT
cana-1804	46	36	deterministic	deterministic	ADJ
cana-1804	46	37	(	(	PUNCT
cana-1804	46	38	hsd	hsd	NOUN
cana-1804	46	39	)	)	PUNCT
cana-1804	46	40	integration	integration	NOUN
cana-1804	46	41	method	method	VERB
cana-1804	46	42	the	the	DET
cana-1804	46	43	hybrid	hybrid	ADJ
cana-1804	46	44	stochastic	stochastic	NOUN
cana-1804	46	45	-	-	PUNCT
cana-1804	46	46	deterministic	deterministic	ADJ
cana-1804	46	47	(	(	PUNCT
cana-1804	46	48	hsd	hsd	NOUN
cana-1804	46	49	)	)	PUNCT
cana-1804	46	50	integration	integration	NOUN
cana-1804	46	51	method	method	NOUN
cana-1804	46	52	offers	offer	VERB
cana-1804	46	53	an	an	DET
cana-1804	46	54	approach	approach	NOUN
cana-1804	46	55	to	to	ADP
cana-1804	46	56	model	model	NOUN
cana-1804	46	57	systems	system	NOUN
cana-1804	46	58	that	that	PRON
cana-1804	46	59	exhibit	exhibit	VERB
cana-1804	46	60	both	both	PRON
cana-1804	46	61	predictable	predictable	ADJ
cana-1804	46	62	patterns	pattern	NOUN
cana-1804	46	63	and	and	CCONJ
cana-1804	46	64	random	random	ADJ
cana-1804	46	65	variations	variation	NOUN
cana-1804	46	66	.	.	PUNCT
cana-1804	47	1	by	by	ADP
cana-1804	47	2	combining	combine	VERB
cana-1804	47	3	the	the	DET
cana-1804	47	4	flexibility	flexibility	NOUN
cana-1804	47	5	of	of	ADP
cana-1804	47	6	stochastic	stochastic	ADJ
cana-1804	47	7	modeling	modeling	NOUN
cana-1804	47	8	,	,	PUNCT
cana-1804	47	9	which	which	PRON
cana-1804	47	10	accounts	account	VERB
cana-1804	47	11	for	for	ADP
cana-1804	47	12	uncertainties	uncertainty	NOUN
cana-1804	47	13	and	and	CCONJ
cana-1804	47	14	variations	variation	NOUN
cana-1804	47	15	,	,	PUNCT
cana-1804	47	16	with	with	ADP
cana-1804	47	17	the	the	DET
cana-1804	47	18	precision	precision	NOUN
cana-1804	47	19	of	of	ADP
cana-1804	47	20	deterministic	deterministic	ADJ
cana-1804	47	21	modeling	modeling	NOUN
cana-1804	47	22	,	,	PUNCT
cana-1804	47	23	which	which	PRON
cana-1804	47	24	predicts	predict	VERB
cana-1804	47	25	system	system	NOUN
cana-1804	47	26	dynamics	dynamic	NOUN
cana-1804	47	27	,	,	PUNCT
cana-1804	47	28	the	the	DET
cana-1804	47	29	hsd	hsd	PROPN
cana-1804	47	30	method	method	NOUN
cana-1804	47	31	captures	capture	VERB
cana-1804	47	32	real	real	ADJ
cana-1804	47	33	-	-	PUNCT
cana-1804	47	34	world	world	NOUN
cana-1804	47	35	phenomena	phenomenon	NOUN
cana-1804	47	36	characterized	characterize	VERB
cana-1804	47	37	by	by	ADP
cana-1804	47	38	both	both	DET
cana-1804	47	39	expected	expect	VERB
cana-1804	47	40	trends	trend	NOUN
cana-1804	47	41	and	and	CCONJ
cana-1804	47	42	unpredictable	unpredictable	ADJ
cana-1804	47	43	fluctuations	fluctuation	NOUN
cana-1804	47	44	.	.	PUNCT
cana-1804	48	1	this	this	DET
cana-1804	48	2	approach	approach	NOUN
cana-1804	48	3	can	can	AUX
cana-1804	48	4	be	be	AUX
cana-1804	48	5	particularly	particularly	ADV
cana-1804	48	6	beneficial	beneficial	ADJ
cana-1804	48	7	for	for	ADP
cana-1804	48	8	technologies	technology	NOUN
cana-1804	48	9	that	that	PRON
cana-1804	48	10	monitor	monitor	VERB
cana-1804	48	11	the	the	DET
cana-1804	48	12	spread	spread	NOUN
cana-1804	48	13	of	of	ADP
cana-1804	48	14	misinformation	misinformation	NOUN
cana-1804	48	15	in	in	ADP
cana-1804	48	16	networks	network	NOUN
cana-1804	48	17	.	.	PUNCT
cana-1804	49	1	by	by	ADP
cana-1804	49	2	combining	combine	VERB
cana-1804	49	3	these	these	DET
cana-1804	49	4	two	two	NUM
cana-1804	49	5	modeling	modeling	NOUN
cana-1804	49	6	techniques	technique	NOUN
cana-1804	49	7	,	,	PUNCT
cana-1804	49	8	the	the	DET
cana-1804	49	9	hsd	hsd	NOUN
cana-1804	49	10	method	method	NOUN
cana-1804	49	11	provides	provide	VERB
cana-1804	49	12	valuable	valuable	ADJ
cana-1804	49	13	insights	insight	NOUN
cana-1804	49	14	for	for	ADP
cana-1804	49	15	understanding	understanding	NOUN
cana-1804	49	16	and	and	CCONJ
cana-1804	49	17	predicting	predict	VERB
cana-1804	49	18	complex	complex	ADJ
cana-1804	49	19	system	system	NOUN
cana-1804	49	20	behaviors	behavior	NOUN
cana-1804	49	21	[	[	X
cana-1804	49	22	19,33	19,33	X
cana-1804	49	23	]	]	PUNCT
cana-1804	49	24	.	.	PUNCT
cana-1804	50	1	3.1	3.1	NUM
cana-1804	50	2	deterministic	deterministic	ADJ
cana-1804	50	3	component	component	NOUN
cana-1804	50	4	we	we	PRON
cana-1804	50	5	use	use	VERB
cana-1804	50	6	euler	euler	NOUN
cana-1804	50	7	method	method	NOUN
cana-1804	50	8	to	to	PART
cana-1804	50	9	solve	solve	VERB
cana-1804	50	10	the	the	DET
cana-1804	50	11	equations	equation	NOUN
cana-1804	50	12	at	at	ADP
cana-1804	50	13	each	each	DET
cana-1804	50	14	time	time	NOUN
cana-1804	50	15	interval	interval	NOUN
cana-1804	50	16	where	where	SCONJ
cana-1804	50	17	the	the	DET
cana-1804	50	18	timing	timing	NOUN
cana-1804	50	19	is	be	AUX
cana-1804	50	20	represented	represent	VERB
cana-1804	50	21	by	by	ADP
cana-1804	50	22	t	t	PROPN
cana-1804	50	23	and	and	CCONJ
cana-1804	50	24	∆t	∆t	PROPN
cana-1804	50	25	indicate	indicate	VERB
cana-1804	50	26	the	the	DET
cana-1804	50	27	time	time	NOUN
cana-1804	50	28	step	step	NOUN
cana-1804	50	29	,	,	PUNCT
cana-1804	50	30	make	make	VERB
cana-1804	50	31	adjustments	adjustment	NOUN
cana-1804	50	32	based	base	VERB
cana-1804	50	33	on	on	ADP
cana-1804	50	34	the	the	DET
cana-1804	50	35	components	component	NOUN
cana-1804	50	36	during	during	ADP
cana-1804	50	37	updates	update	NOUN
cana-1804	50	38	:	:	PUNCT
cana-1804	50	39	[	[	X
cana-1804	50	40	19	19	NUM
cana-1804	50	41	]	]	PUNCT
cana-1804	50	42	𝑆(𝑡𝑖	𝑆(𝑡𝑖	PROPN
cana-1804	50	43	+	+	PROPN
cana-1804	50	44	1	1	X
cana-1804	50	45	)	)	PUNCT
cana-1804	50	46	=	=	PUNCT
cana-1804	50	47	𝑆(𝑡𝑖	𝑆(𝑡𝑖	PROPN
cana-1804	50	48	)	)	PUNCT
cana-1804	51	1	+	+	CCONJ
cana-1804	51	2	𝑑𝑆	𝑑𝑆	ADJ
cana-1804	51	3	𝑑𝑡	𝑑𝑡	ADP
cana-1804	51	4	∆𝑡	∆𝑡	PROPN
cana-1804	51	5	𝐸(𝑡𝑖	𝐸(𝑡𝑖	PROPN
cana-1804	52	1	+	+	ADJ
cana-1804	52	2	1	1	X
cana-1804	52	3	)	)	PUNCT
cana-1804	52	4	=	=	SYM
cana-1804	52	5	𝐸(𝑡𝑖	𝐸(𝑡𝑖	X
cana-1804	52	6	)	)	PUNCT
cana-1804	52	7	+	+	CCONJ
cana-1804	52	8	𝑑𝐸	𝑑𝐸	ADV
cana-1804	52	9	𝑑𝑡	𝑑𝑡	SCONJ
cana-1804	52	10	∆𝑡	∆𝑡	PROPN
cana-1804	52	11	(	(	PUNCT
cana-1804	52	12	4	4	X
cana-1804	52	13	)	)	PUNCT
cana-1804	52	14	communications	communication	NOUN
cana-1804	52	15	on	on	ADP
cana-1804	52	16	applied	apply	VERB
cana-1804	52	17	nonlinear	nonlinear	ADJ
cana-1804	52	18	analysis	analysis	NOUN
cana-1804	52	19	issn	issn	NOUN
cana-1804	52	20	:	:	PUNCT
cana-1804	52	21	1074	1074	NUM
cana-1804	52	22	-	-	PUNCT
cana-1804	52	23	133x	133x	NUM
cana-1804	52	24	vol	vol	NOUN
cana-1804	52	25	32	32	NUM
cana-1804	52	26	no	no	NOUN
cana-1804	52	27	.	.	NOUN
cana-1804	52	28	2	2	NUM
cana-1804	52	29	(	(	PUNCT
cana-1804	52	30	2025	2025	NUM
cana-1804	52	31	)	)	PUNCT
cana-1804	52	32	553	553	NUM
cana-1804	52	33	https://internationalpubls.com	https://internationalpubls.com	X
cana-1804	52	34	𝐼(𝑡𝑖	𝐼(𝑡𝑖	ADV
cana-1804	53	1	+	+	CCONJ
cana-1804	53	2	1	1	X
cana-1804	53	3	)	)	PUNCT
cana-1804	53	4	=	=	PUNCT
cana-1804	53	5	𝐼(𝑡𝑖	𝐼(𝑡𝑖	NOUN
cana-1804	53	6	)	)	PUNCT
cana-1804	54	1	+	+	CCONJ
cana-1804	54	2	𝑑𝐼	𝑑𝐼	ADV
cana-1804	54	3	𝑑𝑡	𝑑𝑡	ADP
cana-1804	54	4	∆𝑡	∆𝑡	PROPN
cana-1804	54	5	𝑅(𝑡𝑖	𝑅(𝑡𝑖	NOUN
cana-1804	54	6	+	+	CCONJ
cana-1804	54	7	1	1	X
cana-1804	54	8	)	)	PUNCT
cana-1804	54	9	=	=	PUNCT
cana-1804	54	10	𝑅(𝑡𝑖	𝑅(𝑡𝑖	NOUN
cana-1804	54	11	)	)	PUNCT
cana-1804	55	1	+	+	CCONJ
cana-1804	55	2	𝑑𝑅	𝑑𝑅	VERB
cana-1804	55	3	𝑑𝑡	𝑑𝑡	ADP
cana-1804	55	4	∆𝑡	∆𝑡	PROPN
cana-1804	55	5	3.2	3.2	NUM
cana-1804	55	6	stochastic	stochastic	NOUN
cana-1804	55	7	component	component	NOUN
cana-1804	55	8	to	to	PART
cana-1804	55	9	implement	implement	VERB
cana-1804	55	10	the	the	DET
cana-1804	55	11	gillespie	gillespie	PROPN
cana-1804	55	12	algorithm	algorithm	NOUN
cana-1804	55	13	for	for	ADP
cana-1804	55	14	the	the	DET
cana-1804	55	15	hybrid	hybrid	ADJ
cana-1804	55	16	networked	networked	ADJ
cana-1804	55	17	epidemic	epidemic	NOUN
cana-1804	55	18	and	and	CCONJ
cana-1804	55	19	behavioral	behavioral	ADJ
cana-1804	55	20	(	(	PUNCT
cana-1804	55	21	neab	neab	ADJ
cana-1804	55	22	)	)	PUNCT
cana-1804	55	23	model	model	NOUN
cana-1804	55	24	for	for	ADP
cana-1804	55	25	misinformation	misinformation	NOUN
cana-1804	55	26	dissemination	dissemination	NOUN
cana-1804	55	27	,	,	PUNCT
cana-1804	55	28	we	we	PRON
cana-1804	55	29	follow	follow	VERB
cana-1804	55	30	a	a	DET
cana-1804	55	31	structured	structured	ADJ
cana-1804	55	32	process:[6,10,19	process:[6,10,19	NOUN
cana-1804	55	33	]	]	X
cana-1804	55	34	1	1	NUM
cana-1804	55	35	.	.	PUNCT
cana-1804	55	36	"	"	PUNCT
cana-1804	55	37	initialization	initialization	NOUN
cana-1804	55	38	"	"	PUNCT
cana-1804	55	39	:	:	PUNCT
cana-1804	55	40	start	start	VERB
cana-1804	55	41	by	by	ADP
cana-1804	55	42	defining	define	VERB
cana-1804	55	43	the	the	DET
cana-1804	55	44	initial	initial	ADJ
cana-1804	55	45	conditions	condition	NOUN
cana-1804	55	46	of	of	ADP
cana-1804	55	47	the	the	DET
cana-1804	55	48	simulation	simulation	NOUN
cana-1804	55	49	.	.	PUNCT
cana-1804	56	1	for	for	ADP
cana-1804	56	2	the	the	DET
cana-1804	56	3	neab	neab	ADJ
cana-1804	56	4	model	model	NOUN
cana-1804	56	5	,	,	PUNCT
cana-1804	56	6	these	these	PRON
cana-1804	56	7	are	be	AUX
cana-1804	56	8	:	:	PUNCT
cana-1804	56	9	"	"	PUNCT
cana-1804	56	10	initial	initial	ADJ
cana-1804	56	11	susceptible	susceptible	ADJ
cana-1804	56	12	population	population	NOUN
cana-1804	56	13	fraction	fraction	NOUN
cana-1804	56	14	(	(	PUNCT
cana-1804	56	15	s₀	s₀	NOUN
cana-1804	56	16	)	)	PUNCT
cana-1804	56	17	"	"	PUNCT
cana-1804	56	18	:	:	PUNCT
cana-1804	56	19	individuals	individual	NOUN
cana-1804	56	20	who	who	PRON
cana-1804	56	21	have	have	AUX
cana-1804	56	22	been	be	AUX
cana-1804	56	23	exposed	expose	VERB
cana-1804	56	24	to	to	ADP
cana-1804	56	25	misinformation	misinformation	NOUN
cana-1804	56	26	but	but	CCONJ
cana-1804	56	27	are	be	AUX
cana-1804	56	28	not	not	PART
cana-1804	56	29	yet	yet	ADV
cana-1804	56	30	spreading	spread	VERB
cana-1804	56	31	it	it	PRON
cana-1804	56	32	.	.	PUNCT
cana-1804	57	1	"	"	PUNCT
cana-1804	57	2	initial	initial	ADJ
cana-1804	57	3	exposed	expose	VERB
cana-1804	57	4	population	population	NOUN
cana-1804	57	5	fraction	fraction	NOUN
cana-1804	57	6	(	(	PUNCT
cana-1804	57	7	e₀	e₀	PROPN
cana-1804	57	8	)	)	PUNCT
cana-1804	57	9	"	"	PUNCT
cana-1804	57	10	:	:	PUNCT
cana-1804	57	11	individuals	individual	NOUN
cana-1804	57	12	exposed	expose	VERB
cana-1804	57	13	to	to	ADP
cana-1804	57	14	misinformation	misinformation	NOUN
cana-1804	57	15	but	but	CCONJ
cana-1804	57	16	not	not	PART
cana-1804	57	17	actively	actively	ADV
cana-1804	57	18	spreading	spread	VERB
cana-1804	57	19	it	it	PRON
cana-1804	57	20	.	.	PUNCT
cana-1804	58	1	"	"	PUNCT
cana-1804	58	2	initial	initial	ADJ
cana-1804	58	3	infected	infected	ADJ
cana-1804	58	4	population	population	NOUN
cana-1804	58	5	(	(	PUNCT
cana-1804	58	6	i₀	i₀	PROPN
cana-1804	58	7	)	)	PUNCT
cana-1804	58	8	"	"	PUNCT
cana-1804	58	9	:	:	PUNCT
cana-1804	58	10	misinformation	misinformation	NOUN
cana-1804	58	11	spreaders	spreader	NOUN
cana-1804	58	12	actively	actively	ADV
cana-1804	58	13	sharing	share	VERB
cana-1804	58	14	false	false	ADJ
cana-1804	58	15	information	information	NOUN
cana-1804	58	16	.	.	PUNCT
cana-1804	59	1	"	"	PUNCT
cana-1804	59	2	initial	initial	ADJ
cana-1804	59	3	recovered	recover	VERB
cana-1804	59	4	population	population	NOUN
cana-1804	59	5	fraction	fraction	NOUN
cana-1804	59	6	(	(	PUNCT
cana-1804	59	7	r₀	r₀	NOUN
cana-1804	59	8	)	)	PUNCT
cana-1804	59	9	"	"	PUNCT
cana-1804	59	10	:	:	PUNCT
cana-1804	59	11	individuals	individual	NOUN
cana-1804	59	12	who	who	PRON
cana-1804	59	13	were	be	AUX
cana-1804	59	14	misinformed	misinform	VERB
cana-1804	59	15	but	but	CCONJ
cana-1804	59	16	have	have	AUX
cana-1804	59	17	since	since	SCONJ
cana-1804	59	18	stopped	stop	VERB
cana-1804	59	19	spreading	spread	VERB
cana-1804	59	20	it	it	PRON
cana-1804	59	21	[	[	X
cana-1804	59	22	19	19	NUM
cana-1804	59	23	]	]	PUNCT
cana-1804	59	24	.	.	PUNCT
cana-1804	60	1	these	these	DET
cana-1804	60	2	initial	initial	ADJ
cana-1804	60	3	conditions	condition	NOUN
cana-1804	60	4	help	help	AUX
cana-1804	60	5	simulate	simulate	VERB
cana-1804	60	6	how	how	SCONJ
cana-1804	60	7	misinformation	misinformation	NOUN
cana-1804	60	8	spreads	spread	VERB
cana-1804	60	9	through	through	ADP
cana-1804	60	10	the	the	DET
cana-1804	60	11	community	community	NOUN
cana-1804	60	12	,	,	PUNCT
cana-1804	60	13	influencing	influence	VERB
cana-1804	60	14	the	the	DET
cana-1804	60	15	dynamics	dynamic	NOUN
cana-1804	60	16	of	of	ADP
cana-1804	60	17	the	the	DET
cana-1804	60	18	model	model	NOUN
cana-1804	60	19	.	.	PUNCT
cana-1804	61	1	by	by	ADP
cana-1804	61	2	adjusting	adjust	VERB
cana-1804	61	3	these	these	DET
cana-1804	61	4	parameters	parameter	NOUN
cana-1804	61	5	,	,	PUNCT
cana-1804	61	6	we	we	PRON
cana-1804	61	7	can	can	AUX
cana-1804	61	8	observe	observe	VERB
cana-1804	61	9	how	how	SCONJ
cana-1804	61	10	varying	varying	ADJ
cana-1804	61	11	levels	level	NOUN
cana-1804	61	12	of	of	ADP
cana-1804	61	13	initial	initial	ADJ
cana-1804	61	14	exposure	exposure	NOUN
cana-1804	61	15	and	and	CCONJ
cana-1804	61	16	infection	infection	NOUN
cana-1804	61	17	impact	impact	NOUN
cana-1804	61	18	the	the	DET
cana-1804	61	19	overall	overall	ADJ
cana-1804	61	20	trajectory	trajectory	NOUN
cana-1804	61	21	of	of	ADP
cana-1804	61	22	misinformation	misinformation	NOUN
cana-1804	61	23	dissemination	dissemination	NOUN
cana-1804	61	24	.	.	PUNCT
cana-1804	62	1	2	2	X
cana-1804	62	2	.	.	X
cana-1804	62	3	"	"	PUNCT
cana-1804	62	4	determine	determine	VERB
cana-1804	62	5	time	time	NOUN
cana-1804	62	6	until	until	ADP
cana-1804	62	7	the	the	DET
cana-1804	62	8	event	event	NOUN
cana-1804	62	9	(	(	PUNCT
cana-1804	62	10	𝝉	𝝉	NOUN
cana-1804	62	11	)	)	PUNCT
cana-1804	62	12	"	"	PUNCT
cana-1804	62	13	:	:	PUNCT
cana-1804	62	14	the	the	DET
cana-1804	62	15	time	time	NOUN
cana-1804	62	16	until	until	SCONJ
cana-1804	62	17	the	the	DET
cana-1804	62	18	next	next	ADJ
cana-1804	62	19	event	event	NOUN
cana-1804	62	20	is	be	AUX
cana-1804	62	21	calculated	calculate	VERB
cana-1804	62	22	using	use	VERB
cana-1804	62	23	the	the	DET
cana-1804	62	24	formula	formula	NOUN
cana-1804	62	25	:	:	PUNCT
cana-1804	62	26	𝜏	𝜏	X
cana-1804	62	27	=	=	SYM
cana-1804	62	28	1	1	NUM
cana-1804	62	29	∑	∑	ADV
cana-1804	62	30	𝑎𝑖𝑖	𝑎𝑖𝑖	PROPN
cana-1804	62	31	,	,	PUNCT
cana-1804	62	32	ln	ln	X
cana-1804	62	33	(	(	PUNCT
cana-1804	62	34	1	1	NUM
cana-1804	62	35	𝑟	𝑟	NOUN
cana-1804	62	36	)	)	PUNCT
cana-1804	62	37	(	(	PUNCT
cana-1804	62	38	5	5	X
cana-1804	62	39	)	)	PUNCT
cana-1804	62	40	where	where	SCONJ
cana-1804	62	41	𝑟	𝑟	X
cana-1804	62	42	∈	∈	PROPN
cana-1804	62	43	(	(	PUNCT
cana-1804	62	44	0,1	0,1	NOUN
cana-1804	62	45	)	)	PUNCT
cana-1804	62	46	is	be	AUX
cana-1804	62	47	randomly	randomly	ADV
cana-1804	62	48	selected	select	VERB
cana-1804	62	49	number	number	NOUN
cana-1804	62	50	and	and	CCONJ
cana-1804	62	51	𝑎𝑖	𝑎𝑖	PRON
cana-1804	62	52	represents	represent	VERB
cana-1804	62	53	transition	transition	NOUN
cana-1804	62	54	rates	rate	NOUN
cana-1804	62	55	between	between	ADP
cana-1804	62	56	different	different	ADJ
cana-1804	62	57	states[21	states[21	NOUN
cana-1804	62	58	]	]	PUNCT
cana-1804	62	59	.	.	PUNCT
cana-1804	63	1	3	3	X
cana-1804	63	2	.	.	X
cana-1804	63	3	"	"	PUNCT
cana-1804	63	4	select	select	VERB
cana-1804	63	5	the	the	DET
cana-1804	63	6	event	event	NOUN
cana-1804	63	7	(	(	PUNCT
cana-1804	63	8	𝒋	𝒋	NOUN
cana-1804	63	9	)	)	PUNCT
cana-1804	63	10	"	"	PUNCT
cana-1804	63	11	:	:	PUNCT
cana-1804	63	12	the	the	DET
cana-1804	63	13	next	next	ADJ
cana-1804	63	14	event	event	NOUN
cana-1804	63	15	is	be	AUX
cana-1804	63	16	chosen	choose	VERB
cana-1804	63	17	by	by	ADP
cana-1804	63	18	finding	find	VERB
cana-1804	63	19	(	(	PUNCT
cana-1804	63	20	𝒋	𝒋	X
cana-1804	63	21	)	)	PUNCT
cana-1804	63	22	such	such	ADJ
cana-1804	63	23	that	that	SCONJ
cana-1804	63	24	:	:	PUNCT
cana-1804	63	25	∑	∑	PROPN
cana-1804	63	26	𝒂𝒊	𝒂𝒊	PROPN
cana-1804	63	27	𝒋−𝟏	𝒋−𝟏	PROPN
cana-1804	63	28	𝒊=𝟏	𝒊=𝟏	VERB
cana-1804	63	29	<	<	X
cana-1804	63	30	𝒓𝟐.	𝒓𝟐.	PUNCT
cana-1804	63	31	∑	∑	PROPN
cana-1804	63	32	𝒂𝒊	𝒂𝒊	PROPN
cana-1804	63	33	𝑵	𝑵	PROPN
cana-1804	63	34	𝒊=𝟏	𝒊=𝟏	PROPN
cana-1804	63	35	≤	≤	VERB
cana-1804	63	36	∑	∑	PUNCT
cana-1804	63	37	𝒂𝒊	𝒂𝒊	ADP
cana-1804	63	38	𝒋	𝒋	PRON
cana-1804	63	39	𝒊=𝟏	𝒊=𝟏	NOUN
cana-1804	63	40	𝑎𝑖	𝑎𝑖	CCONJ
cana-1804	63	41	represents	represent	VERB
cana-1804	63	42	the	the	DET
cana-1804	63	43	propensity	propensity	NOUN
cana-1804	63	44	(	(	PUNCT
cana-1804	63	45	rate	rate	NOUN
cana-1804	63	46	)	)	PUNCT
cana-1804	63	47	of	of	ADP
cana-1804	63	48	each	each	DET
cana-1804	63	49	possible	possible	ADJ
cana-1804	63	50	event	event	NOUN
cana-1804	63	51	𝑖.	𝑖.	ADV
cana-1804	63	52	∑	∑	ADP
cana-1804	63	53	𝑎𝑖	𝑎𝑖	ADP
cana-1804	63	54	𝑗−1	𝑗−1	PROPN
cana-1804	63	55	𝑖=1	𝑖=1	PROPN
cana-1804	63	56	is	be	AUX
cana-1804	63	57	the	the	DET
cana-1804	63	58	total	total	ADJ
cana-1804	63	59	sum	sum	NOUN
cana-1804	63	60	of	of	ADP
cana-1804	63	61	all	all	DET
cana-1804	63	62	event	event	NOUN
cana-1804	63	63	propensities	propensity	NOUN
cana-1804	63	64	(	(	PUNCT
cana-1804	63	65	where	where	SCONJ
cana-1804	63	66	”	"	PUNCT
cana-1804	63	67	n	n	CCONJ
cana-1804	63	68	”	"	PUNCT
cana-1804	63	69	is	be	AUX
cana-1804	63	70	the	the	DET
cana-1804	63	71	total	total	ADJ
cana-1804	63	72	number	number	NOUN
cana-1804	63	73	of	of	ADP
cana-1804	63	74	possible	possible	ADJ
cana-1804	63	75	events	event	NOUN
cana-1804	63	76	)	)	PUNCT
cana-1804	63	77	.	.	PUNCT
cana-1804	64	1	𝒓𝟐	𝒓𝟐	PROPN
cana-1804	64	2	∈	∈	PROPN
cana-1804	64	3	(	(	PUNCT
cana-1804	64	4	𝟎	𝟎	PROPN
cana-1804	64	5	,	,	PUNCT
cana-1804	64	6	𝟏	𝟏	NUM
cana-1804	64	7	)	)	PUNCT
cana-1804	64	8	is	be	AUX
cana-1804	64	9	a	a	DET
cana-1804	64	10	random	random	ADJ
cana-1804	64	11	number	number	NOUN
cana-1804	64	12	uniformly	uniformly	ADV
cana-1804	64	13	distributed	distribute	VERB
cana-1804	64	14	between	between	ADP
cana-1804	64	15	0	0	NUM
cana-1804	64	16	and	and	CCONJ
cana-1804	64	17	1	1	NUM
cana-1804	64	18	,	,	PUNCT
cana-1804	64	19	the	the	DET
cana-1804	64	20	chosen	choose	VERB
cana-1804	64	21	event	event	NOUN
cana-1804	64	22	corresponds	correspond	VERB
cana-1804	64	23	to	to	ADP
cana-1804	64	24	a	a	DET
cana-1804	64	25	state	state	NOUN
cana-1804	64	26	transition	transition	NOUN
cana-1804	64	27	in	in	ADP
cana-1804	64	28	the	the	DET
cana-1804	64	29	system	system	NOUN
cana-1804	64	30	.	.	PUNCT
cana-1804	65	1	communications	communication	NOUN
cana-1804	65	2	on	on	ADP
cana-1804	65	3	applied	apply	VERB
cana-1804	65	4	nonlinear	nonlinear	ADJ
cana-1804	65	5	analysis	analysis	NOUN
cana-1804	65	6	issn	issn	NOUN
cana-1804	65	7	:	:	PUNCT
cana-1804	65	8	1074	1074	NUM
cana-1804	65	9	-	-	PUNCT
cana-1804	65	10	133x	133x	NUM
cana-1804	65	11	vol	vol	NOUN
cana-1804	65	12	32	32	NUM
cana-1804	65	13	no	no	NOUN
cana-1804	65	14	.	.	NOUN
cana-1804	65	15	2	2	NUM
cana-1804	65	16	(	(	PUNCT
cana-1804	65	17	2025	2025	NUM
cana-1804	65	18	)	)	PUNCT
cana-1804	65	19	554	554	NUM
cana-1804	65	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1804	65	21	the	the	DET
cana-1804	65	22	product	product	NOUN
cana-1804	65	23	(	(	PUNCT
cana-1804	65	24	𝑟2	𝑟2	NOUN
cana-1804	65	25	.	.	PUNCT
cana-1804	66	1	∑	∑	PUNCT
cana-1804	66	2	𝑎𝑖	𝑎𝑖	DET
cana-1804	66	3	𝑁	𝑁	PROPN
cana-1804	66	4	𝑖=1	𝑖=1	PROPN
cana-1804	66	5	)	)	PUNCT
cana-1804	66	6	gives	give	VERB
cana-1804	66	7	a	a	DET
cana-1804	66	8	scaled	scale	VERB
cana-1804	66	9	value	value	NOUN
cana-1804	66	10	between	between	ADP
cana-1804	66	11	0	0	NUM
cana-1804	66	12	and	and	CCONJ
cana-1804	66	13	the	the	DET
cana-1804	66	14	total	total	ADJ
cana-1804	66	15	sum	sum	NOUN
cana-1804	66	16	of	of	ADP
cana-1804	66	17	all	all	DET
cana-1804	66	18	propensities	propensity	NOUN
cana-1804	66	19	.	.	PUNCT
cana-1804	67	1	4	4	X
cana-1804	67	2	.	.	X
cana-1804	67	3	"	"	PUNCT
cana-1804	67	4	update	update	VERB
cana-1804	67	5	the	the	DET
cana-1804	67	6	system	system	NOUN
cana-1804	67	7	"	"	PUNCT
cana-1804	67	8	:	:	PUNCT
cana-1804	67	9	based	base	VERB
cana-1804	67	10	on	on	ADP
cana-1804	67	11	the	the	DET
cana-1804	67	12	selected	select	VERB
cana-1804	67	13	event	event	NOUN
cana-1804	67	14	,	,	PUNCT
cana-1804	67	15	update	update	VERB
cana-1804	67	16	the	the	DET
cana-1804	67	17	system	system	NOUN
cana-1804	67	18	state	state	NOUN
cana-1804	67	19	and	and	CCONJ
cana-1804	67	20	move	move	VERB
cana-1804	67	21	the	the	DET
cana-1804	67	22	simulation	simulation	NOUN
cana-1804	67	23	time	time	NOUN
cana-1804	67	24	forward	forward	ADV
cana-1804	67	25	by	by	ADP
cana-1804	67	26	the	the	DET
cana-1804	67	27	time	time	NOUN
cana-1804	67	28	increment	increment	NOUN
cana-1804	67	29	(	(	PUNCT
cana-1804	67	30	𝝉	𝝉	NOUN
cana-1804	67	31	)	)	PUNCT
cana-1804	67	32	calculated	calculate	VERB
cana-1804	67	33	earlier	early	ADV
cana-1804	67	34	.	.	PUNCT
cana-1804	68	1	5	5	X
cana-1804	68	2	.	.	X
cana-1804	68	3	"	"	PUNCT
cana-1804	68	4	repeat	repeat	NOUN
cana-1804	68	5	"	"	PUNCT
cana-1804	68	6	:	:	PUNCT
cana-1804	68	7	continue	continue	VERB
cana-1804	68	8	repeating	repeat	VERB
cana-1804	68	9	these	these	DET
cana-1804	68	10	steps	step	NOUN
cana-1804	68	11	until	until	SCONJ
cana-1804	68	12	the	the	DET
cana-1804	68	13	simulation	simulation	NOUN
cana-1804	68	14	reaches	reach	VERB
cana-1804	68	15	the	the	DET
cana-1804	68	16	desired	desire	VERB
cana-1804	68	17	end	end	NOUN
cana-1804	68	18	time	time	NOUN
cana-1804	68	19	.	.	PUNCT
cana-1804	69	1	this	this	DET
cana-1804	69	2	process	process	NOUN
cana-1804	69	3	allows	allow	VERB
cana-1804	69	4	for	for	ADP
cana-1804	69	5	tracking	track	VERB
cana-1804	69	6	how	how	SCONJ
cana-1804	69	7	misinformation	misinformation	NOUN
cana-1804	69	8	spreads	spread	VERB
cana-1804	69	9	through	through	ADP
cana-1804	69	10	the	the	DET
cana-1804	69	11	network	network	NOUN
cana-1804	69	12	and	and	CCONJ
cana-1804	69	13	provides	provide	VERB
cana-1804	69	14	a	a	DET
cana-1804	69	15	stochastic	stochastic	ADJ
cana-1804	69	16	perspective	perspective	NOUN
cana-1804	69	17	on	on	ADP
cana-1804	69	18	the	the	DET
cana-1804	69	19	dynamics	dynamic	NOUN
cana-1804	69	20	of	of	ADP
cana-1804	69	21	the	the	DET
cana-1804	69	22	neab	neab	ADJ
cana-1804	69	23	model	model	NOUN
cana-1804	69	24	[	[	X
cana-1804	69	25	19	19	NUM
cana-1804	69	26	]	]	PUNCT
cana-1804	69	27	.	.	PUNCT
cana-1804	70	1	4	4	X
cana-1804	70	2	.	.	X
cana-1804	70	3	simulation	simulation	NOUN
cana-1804	70	4	results	result	NOUN
cana-1804	70	5	and	and	CCONJ
cana-1804	70	6	analysis	analysis	NOUN
cana-1804	70	7	of	of	ADP
cana-1804	70	8	case	case	NOUN
cana-1804	70	9	studies	study	NOUN
cana-1804	70	10	we	we	PRON
cana-1804	70	11	use	use	VERB
cana-1804	70	12	matlab	matlab	NOUN
cana-1804	70	13	for	for	ADP
cana-1804	70	14	this	this	DET
cana-1804	70	15	implementation	implementation	NOUN
cana-1804	70	16	,	,	PUNCT
cana-1804	70	17	updating	update	VERB
cana-1804	70	18	the	the	DET
cana-1804	70	19	states	state	NOUN
cana-1804	70	20	of	of	ADP
cana-1804	70	21	agents	agent	NOUN
cana-1804	70	22	and	and	CCONJ
cana-1804	70	23	nodes	node	NOUN
cana-1804	70	24	using	use	VERB
cana-1804	70	25	the	the	DET
cana-1804	70	26	hsd	hsd	NOUN
cana-1804	70	27	approach	approach	NOUN
cana-1804	70	28	through	through	ADP
cana-1804	70	29	iteration	iteration	NOUN
cana-1804	70	30	over	over	ADP
cana-1804	70	31	time	time	NOUN
cana-1804	70	32	steps	step	NOUN
cana-1804	70	33	.	.	PUNCT
cana-1804	71	1	(	(	PUNCT
cana-1804	71	2	a	a	X
cana-1804	71	3	)	)	PUNCT
cana-1804	71	4	(	(	PUNCT
cana-1804	71	5	b	b	X
cana-1804	71	6	)	)	PUNCT
cana-1804	71	7	figure	figure	NOUN
cana-1804	71	8	1	1	NUM
cana-1804	71	9	:	:	PUNCT
cana-1804	71	10	hybrid	hybrid	ADJ
cana-1804	71	11	neab	neab	ADJ
cana-1804	71	12	model	model	NOUN
cana-1804	71	13	simulation	simulation	NOUN
cana-1804	71	14	for	for	ADP
cana-1804	71	15	misinformation	misinformation	NOUN
cana-1804	71	16	spread	spread	VERB
cana-1804	71	17	.	.	PUNCT
cana-1804	72	1	the	the	DET
cana-1804	72	2	simulation	simulation	NOUN
cana-1804	72	3	results	result	NOUN
cana-1804	72	4	show	show	VERB
cana-1804	72	5	that	that	SCONJ
cana-1804	72	6	the	the	DET
cana-1804	72	7	hybrid	hybrid	NOUN
cana-1804	72	8	(	(	PUNCT
cana-1804	72	9	neab	neab	ADJ
cana-1804	72	10	)	)	PUNCT
cana-1804	72	11	model	model	NOUN
cana-1804	72	12	effectively	effectively	ADV
cana-1804	72	13	captures	capture	VERB
cana-1804	72	14	how	how	SCONJ
cana-1804	72	15	misinformation	misinformation	NOUN
cana-1804	72	16	spreads	spread	VERB
cana-1804	72	17	within	within	ADP
cana-1804	72	18	a	a	DET
cana-1804	72	19	community	community	NOUN
cana-1804	72	20	by	by	ADP
cana-1804	72	21	considering	consider	VERB
cana-1804	72	22	both	both	CCONJ
cana-1804	72	23	actions	action	NOUN
cana-1804	72	24	and	and	CCONJ
cana-1804	72	25	network	network	NOUN
cana-1804	72	26	structure	structure	NOUN
cana-1804	72	27	whereas	whereas	SCONJ
cana-1804	72	28	offers	offer	VERB
cana-1804	72	29	insights	insight	NOUN
cana-1804	72	30	into	into	ADP
cana-1804	72	31	how	how	SCONJ
cana-1804	72	32	the	the	DET
cana-1804	72	33	networks	network	NOUN
cana-1804	72	34	characteristics	characteristic	VERB
cana-1804	72	35	influence	influence	NOUN
cana-1804	72	36	misinformation	misinformation	NOUN
cana-1804	72	37	and	and	CCONJ
cana-1804	72	38	proposes	propose	VERB
cana-1804	72	39	strategies	strategy	NOUN
cana-1804	72	40	to	to	PART
cana-1804	72	41	curb	curb	VERB
cana-1804	72	42	its	its	PRON
cana-1804	72	43	spread	spread	NOUN
cana-1804	72	44	[	[	X
cana-1804	72	45	5,6	5,6	NUM
cana-1804	72	46	]	]	PUNCT
cana-1804	72	47	.	.	PUNCT
cana-1804	73	1	in	in	ADP
cana-1804	73	2	the	the	DET
cana-1804	73	3	section	section	NOUN
cana-1804	73	4	on	on	ADP
cana-1804	73	5	application	application	NOUN
cana-1804	73	6	and	and	CCONJ
cana-1804	73	7	case	case	NOUN
cana-1804	73	8	studies	study	NOUN
cana-1804	73	9	,	,	PUNCT
cana-1804	73	10	we	we	PRON
cana-1804	73	11	look	look	VERB
cana-1804	73	12	at	at	ADP
cana-1804	73	13	how	how	SCONJ
cana-1804	73	14	the	the	DET
cana-1804	73	15	network	network	NOUN
cana-1804	73	16	agent	agent	NOUN
cana-1804	73	17	based	base	VERB
cana-1804	73	18	(	(	PUNCT
cana-1804	73	19	neab	neab	ADJ
cana-1804	73	20	)	)	PUNCT
cana-1804	73	21	model	model	NOUN
cana-1804	73	22	can	can	AUX
cana-1804	73	23	be	be	AUX
cana-1804	73	24	used	use	VERB
cana-1804	73	25	,	,	PUNCT
cana-1804	73	26	judging	judge	VERB
cana-1804	73	27	how	how	SCONJ
cana-1804	73	28	well	well	ADV
cana-1804	73	29	it	it	PRON
cana-1804	73	30	works	work	VERB
cana-1804	73	31	in	in	ADP
cana-1804	73	32	real	real	ADJ
cana-1804	73	33	-	-	PUNCT
cana-1804	73	34	life	life	NOUN
cana-1804	73	35	situations	situation	NOUN
cana-1804	73	36	and	and	CCONJ
cana-1804	73	37	drawing	draw	VERB
cana-1804	73	38	conclusions	conclusion	NOUN
cana-1804	73	39	from	from	ADP
cana-1804	73	40	those	those	DET
cana-1804	73	41	situations	situation	NOUN
cana-1804	73	42	.	.	PUNCT
cana-1804	74	1	we	we	PRON
cana-1804	74	2	also	also	ADV
cana-1804	74	3	talk	talk	VERB
cana-1804	74	4	about	about	ADP
cana-1804	74	5	what	what	PRON
cana-1804	74	6	we	we	PRON
cana-1804	74	7	've	have	AUX
cana-1804	74	8	learned	learn	VERB
cana-1804	74	9	from	from	ADP
cana-1804	74	10	using	use	VERB
cana-1804	74	11	the	the	DET
cana-1804	74	12	model	model	NOUN
cana-1804	74	13	in	in	ADP
cana-1804	74	14	real	real	ADJ
cana-1804	74	15	life	life	NOUN
cana-1804	74	16	.	.	PUNCT
cana-1804	75	1	4.1	4.1	NUM
cana-1804	75	2	case	case	NOUN
cana-1804	75	3	one	one	NUM
cana-1804	75	4	:	:	PUNCT
cana-1804	75	5	misinformation	misinformation	NOUN
cana-1804	75	6	spread	spread	VERB
cana-1804	75	7	during	during	ADP
cana-1804	75	8	disaster	disaster	NOUN
cana-1804	75	9	response	response	NOUN
cana-1804	75	10	in	in	ADP
cana-1804	75	11	this	this	DET
cana-1804	75	12	scenario	scenario	NOUN
cana-1804	75	13	,	,	PUNCT
cana-1804	75	14	we	we	PRON
cana-1804	75	15	are	be	AUX
cana-1804	75	16	focusing	focus	VERB
cana-1804	75	17	on	on	ADP
cana-1804	75	18	misinformation	misinformation	NOUN
cana-1804	75	19	during	during	ADP
cana-1804	75	20	a	a	DET
cana-1804	75	21	hurricane	hurricane	NOUN
cana-1804	75	22	that	that	PRON
cana-1804	75	23	is	be	AUX
cana-1804	75	24	threatening	threaten	VERB
cana-1804	75	25	a	a	DET
cana-1804	75	26	coastal	coastal	ADJ
cana-1804	75	27	city	city	NOUN
cana-1804	75	28	.	.	PUNCT
cana-1804	76	1	this	this	DET
cana-1804	76	2	scenario	scenario	NOUN
cana-1804	76	3	aims	aim	VERB
cana-1804	76	4	to	to	PART
cana-1804	76	5	illustrate	illustrate	VERB
cana-1804	76	6	how	how	SCONJ
cana-1804	76	7	false	false	ADJ
cana-1804	76	8	information	information	NOUN
cana-1804	76	9	can	can	AUX
cana-1804	76	10	rapidly	rapidly	ADV
cana-1804	76	11	spread	spread	VERB
cana-1804	76	12	during	during	ADP
cana-1804	76	13	emergencies	emergency	NOUN
cana-1804	76	14	,	,	PUNCT
cana-1804	76	15	affecting	affect	VERB
cana-1804	76	16	perception	perception	NOUN
cana-1804	76	17	response	response	NOUN
cana-1804	76	18	efforts	effort	NOUN
cana-1804	76	19	and	and	CCONJ
cana-1804	76	20	potentially	potentially	ADV
cana-1804	76	21	worsening	worsen	VERB
cana-1804	76	22	the	the	DET
cana-1804	76	23	impact	impact	NOUN
cana-1804	76	24	of	of	ADP
cana-1804	76	25	the	the	DET
cana-1804	76	26	disaster	disaster	NOUN
cana-1804	76	27	[	[	X
cana-1804	76	28	8,18	8,18	X
cana-1804	76	29	]	]	PUNCT
cana-1804	76	30	.	.	PUNCT
cana-1804	77	1	misinformation	misinformation	NOUN
cana-1804	77	2	sources	source	NOUN
cana-1804	77	3	may	may	AUX
cana-1804	77	4	include	include	VERB
cana-1804	77	5	social	social	ADJ
cana-1804	77	6	media	medium	NOUN
cana-1804	77	7	platforms	platform	NOUN
cana-1804	77	8	,	,	PUNCT
cana-1804	77	9	messaging	message	VERB
cana-1804	77	10	apps	app	NOUN
cana-1804	77	11	,	,	PUNCT
cana-1804	77	12	and	and	CCONJ
cana-1804	77	13	local	local	ADJ
cana-1804	77	14	rumors	rumor	NOUN
cana-1804	77	15	.	.	PUNCT
cana-1804	78	1	the	the	DET
cana-1804	78	2	parameters	parameter	NOUN
cana-1804	78	3	have	have	AUX
cana-1804	78	4	been	be	AUX
cana-1804	78	5	adjusted	adjust	VERB
cana-1804	78	6	to	to	PART
cana-1804	78	7	reflect	reflect	VERB
cana-1804	78	8	a	a	DET
cana-1804	78	9	high	high	ADJ
cana-1804	78	10	-	-	PUNCT
cana-1804	78	11	risk	risk	NOUN
cana-1804	78	12	scenario	scenario	NOUN
cana-1804	78	13	during	during	ADP
cana-1804	78	14	a	a	DET
cana-1804	78	15	hurricane	hurricane	NOUN
cana-1804	78	16	.	.	PUNCT
cana-1804	79	1	(	(	PUNCT
cana-1804	79	2	𝛽	𝛽	NOUN
cana-1804	79	3	)	)	PUNCT
cana-1804	79	4	is	be	AUX
cana-1804	79	5	increased	increase	VERB
cana-1804	79	6	to	to	PART
cana-1804	79	7	simulate	simulate	VERB
cana-1804	79	8	rapid	rapid	ADJ
cana-1804	79	9	spread	spread	NOUN
cana-1804	79	10	,	,	PUNCT
cana-1804	79	11	(	(	PUNCT
cana-1804	79	12	𝛿	𝛿	X
cana-1804	79	13	)	)	PUNCT
cana-1804	79	14	is	be	AUX
cana-1804	79	15	set	set	VERB
cana-1804	79	16	higher	high	ADJ
cana-1804	79	17	for	for	ADP
cana-1804	79	18	quick	quick	ADJ
cana-1804	79	19	progression	progression	NOUN
cana-1804	79	20	and	and	CCONJ
cana-1804	79	21	(	(	PUNCT
cana-1804	79	22	γ	γ	X
cana-1804	79	23	)	)	PUNCT
cana-1804	79	24	is	be	AUX
cana-1804	79	25	moderate	moderate	ADJ
cana-1804	79	26	to	to	PART
cana-1804	79	27	show	show	VERB
cana-1804	79	28	the	the	DET
cana-1804	79	29	effect	effect	NOUN
cana-1804	79	30	of	of	ADP
cana-1804	79	31	recovery	recovery	NOUN
cana-1804	79	32	efforts	effort	NOUN
cana-1804	79	33	.	.	PUNCT
cana-1804	80	1	the	the	DET
cana-1804	80	2	result	result	NOUN
cana-1804	80	3	shows	show	VERB
cana-1804	80	4	how	how	SCONJ
cana-1804	80	5	the	the	DET
cana-1804	80	6	fractions	fraction	NOUN
cana-1804	80	7	of	of	ADP
cana-1804	80	8	susceptible	susceptible	ADJ
cana-1804	80	9	,	,	PUNCT
cana-1804	80	10	exposed	expose	VERB
cana-1804	80	11	,	,	PUNCT
cana-1804	80	12	infected	infected	ADJ
cana-1804	80	13	,	,	PUNCT
cana-1804	80	14	and	and	CCONJ
cana-1804	80	15	recovered	recover	VERB
cana-1804	80	16	populations	population	NOUN
cana-1804	80	17	change	change	NOUN
cana-1804	80	18	over	over	ADP
cana-1804	80	19	time	time	NOUN
cana-1804	80	20	during	during	ADP
cana-1804	80	21	the	the	DET
cana-1804	80	22	hurricane	hurricane	NOUN
cana-1804	80	23	disaster	disaster	NOUN
cana-1804	81	1	[	[	X
cana-1804	81	2	23,25	23,25	NOUN
cana-1804	81	3	]	]	X
cana-1804	81	4	.	.	PUNCT
cana-1804	82	1	communications	communication	NOUN
cana-1804	82	2	on	on	ADP
cana-1804	82	3	applied	apply	VERB
cana-1804	82	4	nonlinear	nonlinear	ADJ
cana-1804	82	5	analysis	analysis	NOUN
cana-1804	82	6	issn	issn	NOUN
cana-1804	82	7	:	:	PUNCT
cana-1804	82	8	1074	1074	NUM
cana-1804	82	9	-	-	PUNCT
cana-1804	82	10	133x	133x	NUM
cana-1804	82	11	vol	vol	NOUN
cana-1804	82	12	32	32	NUM
cana-1804	82	13	no	no	NOUN
cana-1804	82	14	.	.	NOUN
cana-1804	82	15	2	2	NUM
cana-1804	82	16	(	(	PUNCT
cana-1804	82	17	2025	2025	NUM
cana-1804	82	18	)	)	PUNCT
cana-1804	82	19	555	555	NUM
cana-1804	82	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1804	82	21	(	(	PUNCT
cana-1804	82	22	a	a	NOUN
cana-1804	82	23	)	)	PUNCT
cana-1804	82	24	(	(	PUNCT
cana-1804	82	25	b	b	X
cana-1804	82	26	)	)	PUNCT
cana-1804	82	27	figure	figure	NOUN
cana-1804	82	28	2	2	NUM
cana-1804	82	29	:	:	PUNCT
cana-1804	82	30	simulation	simulation	NOUN
cana-1804	82	31	of	of	ADP
cana-1804	82	32	misinformation	misinformation	NOUN
cana-1804	82	33	spread	spread	VERB
cana-1804	82	34	during	during	ADP
cana-1804	82	35	hurricane	hurricane	NOUN
cana-1804	82	36	disaster	disaster	NOUN
cana-1804	82	37	.	.	PUNCT
cana-1804	83	1	at	at	ADP
cana-1804	83	2	the	the	DET
cana-1804	83	3	start	start	NOUN
cana-1804	83	4	of	of	ADP
cana-1804	83	5	the	the	DET
cana-1804	83	6	simulation	simulation	NOUN
cana-1804	83	7	,	,	PUNCT
cana-1804	83	8	misinformation	misinformation	NOUN
cana-1804	83	9	spreads	spread	VERB
cana-1804	83	10	quickly	quickly	ADV
cana-1804	83	11	through	through	ADP
cana-1804	83	12	the	the	DET
cana-1804	83	13	population	population	NOUN
cana-1804	83	14	,	,	PUNCT
cana-1804	83	15	as	as	SCONJ
cana-1804	83	16	evidenced	evidence	VERB
cana-1804	83	17	by	by	ADP
cana-1804	83	18	the	the	DET
cana-1804	83	19	sharp	sharp	ADJ
cana-1804	83	20	rise	rise	NOUN
cana-1804	83	21	in	in	ADP
cana-1804	83	22	the	the	DET
cana-1804	83	23	number	number	NOUN
cana-1804	83	24	of	of	ADP
cana-1804	83	25	exposed	expose	VERB
cana-1804	83	26	and	and	CCONJ
cana-1804	83	27	infected	infected	ADJ
cana-1804	83	28	individuals	individual	NOUN
cana-1804	83	29	.	.	PUNCT
cana-1804	84	1	the	the	DET
cana-1804	84	2	elevated	elevated	ADJ
cana-1804	84	3	transmission	transmission	NOUN
cana-1804	84	4	rate	rate	NOUN
cana-1804	84	5	,	,	PUNCT
cana-1804	84	6	especially	especially	ADV
cana-1804	84	7	during	during	ADP
cana-1804	84	8	emergencies	emergency	NOUN
cana-1804	84	9	,	,	PUNCT
cana-1804	84	10	accelerates	accelerate	VERB
cana-1804	84	11	this	this	DET
cana-1804	84	12	spread	spread	NOUN
cana-1804	84	13	[	[	X
cana-1804	84	14	5,6	5,6	NUM
cana-1804	84	15	]	]	X
cana-1804	84	16	.	.	PUNCT
cana-1804	85	1	the	the	DET
cana-1804	85	2	network	network	NOUN
cana-1804	85	3	structure	structure	NOUN
cana-1804	85	4	and	and	CCONJ
cana-1804	85	5	the	the	DET
cana-1804	85	6	likelihood	likelihood	NOUN
cana-1804	85	7	of	of	ADP
cana-1804	85	8	connections	connection	NOUN
cana-1804	85	9	between	between	ADP
cana-1804	85	10	agents	agent	NOUN
cana-1804	85	11	further	far	ADV
cana-1804	85	12	amplify	amplify	VERB
cana-1804	85	13	the	the	DET
cana-1804	85	14	dissemination	dissemination	NOUN
cana-1804	85	15	,	,	PUNCT
cana-1804	85	16	resulting	result	VERB
cana-1804	85	17	in	in	ADP
cana-1804	85	18	a	a	DET
cana-1804	85	19	sharp	sharp	ADJ
cana-1804	85	20	increase	increase	NOUN
cana-1804	85	21	in	in	ADP
cana-1804	85	22	the	the	DET
cana-1804	85	23	exposed	expose	VERB
cana-1804	85	24	(	(	PUNCT
cana-1804	85	25	yellow	yellow	ADJ
cana-1804	85	26	)	)	PUNCT
cana-1804	85	27	and	and	CCONJ
cana-1804	85	28	infected	infect	VERB
cana-1804	85	29	(	(	PUNCT
cana-1804	85	30	red	red	ADJ
cana-1804	85	31	)	)	PUNCT
cana-1804	85	32	groups	group	NOUN
cana-1804	85	33	.	.	PUNCT
cana-1804	86	1	over	over	ADP
cana-1804	86	2	time	time	NOUN
cana-1804	86	3	,	,	PUNCT
cana-1804	86	4	however	however	ADV
cana-1804	86	5	,	,	PUNCT
cana-1804	86	6	the	the	DET
cana-1804	86	7	spread	spread	NOUN
cana-1804	86	8	dynamics	dynamic	NOUN
cana-1804	86	9	begin	begin	VERB
cana-1804	86	10	to	to	PART
cana-1804	86	11	shift	shift	VERB
cana-1804	86	12	.	.	PUNCT
cana-1804	87	1	the	the	DET
cana-1804	87	2	initially	initially	ADV
cana-1804	87	3	rapid	rapid	ADJ
cana-1804	87	4	rise	rise	NOUN
cana-1804	87	5	in	in	ADP
cana-1804	87	6	exposed	expose	VERB
cana-1804	87	7	and	and	CCONJ
cana-1804	87	8	infected	infected	ADJ
cana-1804	87	9	individuals	individual	NOUN
cana-1804	87	10	slows	slow	VERB
cana-1804	87	11	,	,	PUNCT
cana-1804	87	12	indicating	indicate	VERB
cana-1804	87	13	the	the	DET
cana-1804	87	14	population	population	NOUN
cana-1804	87	15	’s	’s	PART
cana-1804	87	16	growing	grow	VERB
cana-1804	87	17	awareness	awareness	NOUN
cana-1804	87	18	and	and	CCONJ
cana-1804	87	19	the	the	DET
cana-1804	87	20	impact	impact	NOUN
cana-1804	87	21	of	of	ADP
cana-1804	87	22	interventions	intervention	NOUN
cana-1804	87	23	aimed	aim	VERB
cana-1804	87	24	at	at	ADP
cana-1804	87	25	curbing	curb	VERB
cana-1804	87	26	misinformation	misinformation	NOUN
cana-1804	87	27	.	.	PUNCT
cana-1804	88	1	as	as	SCONJ
cana-1804	88	2	the	the	DET
cana-1804	88	3	number	number	NOUN
cana-1804	88	4	of	of	ADP
cana-1804	88	5	susceptible	susceptible	ADJ
cana-1804	88	6	individuals	individual	NOUN
cana-1804	88	7	decreases	decrease	VERB
cana-1804	88	8	and	and	CCONJ
cana-1804	88	9	countermeasures	countermeasure	NOUN
cana-1804	88	10	take	take	VERB
cana-1804	88	11	hold	hold	NOUN
cana-1804	88	12	,	,	PUNCT
cana-1804	88	13	the	the	DET
cana-1804	88	14	spread	spread	NOUN
cana-1804	88	15	begins	begin	VERB
cana-1804	88	16	to	to	PART
cana-1804	88	17	taper	taper	VERB
cana-1804	88	18	off	off	ADP
cana-1804	88	19	.	.	PUNCT
cana-1804	89	1	the	the	DET
cana-1804	89	2	simulation	simulation	NOUN
cana-1804	89	3	highlights	highlight	VERB
cana-1804	89	4	a	a	DET
cana-1804	89	5	steady	steady	ADJ
cana-1804	89	6	decline	decline	NOUN
cana-1804	89	7	in	in	ADP
cana-1804	89	8	the	the	DET
cana-1804	89	9	number	number	NOUN
cana-1804	89	10	of	of	ADP
cana-1804	89	11	exposed	expose	VERB
cana-1804	89	12	and	and	CCONJ
cana-1804	89	13	infected	infect	VERB
cana-1804	89	14	individuals	individual	NOUN
cana-1804	89	15	as	as	SCONJ
cana-1804	89	16	time	time	NOUN
cana-1804	89	17	passes	pass	VERB
cana-1804	89	18	.	.	PUNCT
cana-1804	90	1	this	this	DET
cana-1804	90	2	reduction	reduction	NOUN
cana-1804	90	3	aligns	align	VERB
cana-1804	90	4	with	with	ADP
cana-1804	90	5	the	the	DET
cana-1804	90	6	growing	grow	VERB
cana-1804	90	7	number	number	NOUN
cana-1804	90	8	of	of	ADP
cana-1804	90	9	recovered	recovered	ADJ
cana-1804	90	10	individuals	individual	NOUN
cana-1804	90	11	.	.	PUNCT
cana-1804	91	1	the	the	DET
cana-1804	91	2	moderate	moderate	ADJ
cana-1804	91	3	recovery	recovery	NOUN
cana-1804	91	4	rate	rate	NOUN
cana-1804	91	5	facilitates	facilitate	VERB
cana-1804	91	6	a	a	DET
cana-1804	91	7	gradual	gradual	ADJ
cana-1804	91	8	return	return	NOUN
cana-1804	91	9	to	to	ADP
cana-1804	91	10	stability	stability	NOUN
cana-1804	91	11	as	as	ADP
cana-1804	91	12	the	the	DET
cana-1804	91	13	countering	countering	NOUN
cana-1804	91	14	of	of	ADP
cana-1804	91	15	misinformation	misinformation	NOUN
cana-1804	91	16	intensifies	intensifie	NOUN
cana-1804	91	17	.	.	PUNCT
cana-1804	92	1	the	the	DET
cana-1804	92	2	shrinkage	shrinkage	NOUN
cana-1804	92	3	of	of	ADP
cana-1804	92	4	the	the	DET
cana-1804	92	5	exposed	expose	VERB
cana-1804	92	6	(	(	PUNCT
cana-1804	92	7	yellow	yellow	ADJ
cana-1804	92	8	)	)	PUNCT
cana-1804	92	9	and	and	CCONJ
cana-1804	92	10	infected	infect	VERB
cana-1804	92	11	(	(	PUNCT
cana-1804	92	12	red	red	ADJ
cana-1804	92	13	)	)	PUNCT
cana-1804	92	14	compartments	compartment	NOUN
cana-1804	92	15	,	,	PUNCT
cana-1804	92	16	as	as	ADV
cana-1804	92	17	well	well	ADV
cana-1804	92	18	as	as	ADP
cana-1804	92	19	the	the	DET
cana-1804	92	20	growth	growth	NOUN
cana-1804	92	21	of	of	ADP
cana-1804	92	22	the	the	DET
cana-1804	92	23	recovered	recover	VERB
cana-1804	92	24	(	(	PUNCT
cana-1804	92	25	green	green	ADJ
cana-1804	92	26	)	)	PUNCT
cana-1804	92	27	compartment	compartment	NOUN
cana-1804	92	28	,	,	PUNCT
cana-1804	92	29	reflects	reflect	VERB
cana-1804	92	30	the	the	DET
cana-1804	92	31	effectiveness	effectiveness	NOUN
cana-1804	92	32	of	of	ADP
cana-1804	92	33	intervention	intervention	NOUN
cana-1804	92	34	strategies	strategy	NOUN
cana-1804	92	35	and	and	CCONJ
cana-1804	92	36	rising	rise	VERB
cana-1804	92	37	public	public	ADJ
cana-1804	92	38	awareness	awareness	NOUN
cana-1804	92	39	[	[	X
cana-1804	92	40	8,18	8,18	X
cana-1804	92	41	]	]	PUNCT
cana-1804	92	42	.	.	PUNCT
cana-1804	93	1	4.2	4.2	NUM
cana-1804	93	2	case	case	NOUN
cana-1804	93	3	two	two	NUM
cana-1804	93	4	:	:	PUNCT
cana-1804	93	5	misinformation	misinformation	NOUN
cana-1804	93	6	spread	spread	VERB
cana-1804	93	7	during	during	ADP
cana-1804	93	8	covid	covid	PROPN
cana-1804	93	9	-19	-19	PROPN
cana-1804	93	10	in	in	ADP
cana-1804	93	11	this	this	DET
cana-1804	93	12	scenario	scenario	NOUN
cana-1804	93	13	,	,	PUNCT
cana-1804	93	14	we	we	PRON
cana-1804	93	15	delve	delve	VERB
cana-1804	93	16	into	into	ADP
cana-1804	93	17	the	the	DET
cana-1804	93	18	spread	spread	NOUN
cana-1804	93	19	of	of	ADP
cana-1804	93	20	information	information	NOUN
cana-1804	93	21	during	during	ADP
cana-1804	93	22	covid-19.during	covid-19.dure	VERB
cana-1804	93	23	that	that	DET
cana-1804	93	24	period	period	NOUN
cana-1804	93	25	,	,	PUNCT
cana-1804	93	26	various	various	ADJ
cana-1804	93	27	details	detail	NOUN
cana-1804	93	28	regarding	regard	VERB
cana-1804	93	29	the	the	DET
cana-1804	93	30	virus	virus	NOUN
cana-1804	93	31	,	,	PUNCT
cana-1804	93	32	its	its	PRON
cana-1804	93	33	transmission	transmission	NOUN
cana-1804	93	34	,	,	PUNCT
cana-1804	93	35	and	and	CCONJ
cana-1804	93	36	potential	potential	ADJ
cana-1804	93	37	treatments	treatment	NOUN
cana-1804	93	38	inundated	inundate	VERB
cana-1804	93	39	social	social	ADJ
cana-1804	93	40	media	medium	NOUN
cana-1804	93	41	platforms	platform	NOUN
cana-1804	93	42	.	.	PUNCT
cana-1804	94	1	the	the	DET
cana-1804	94	2	sharing	sharing	NOUN
cana-1804	94	3	of	of	ADP
cana-1804	94	4	this	this	DET
cana-1804	94	5	information	information	NOUN
cana-1804	94	6	had	have	VERB
cana-1804	94	7	an	an	DET
cana-1804	94	8	impact	impact	NOUN
cana-1804	94	9	on	on	ADP
cana-1804	94	10	public	public	ADJ
cana-1804	94	11	health	health	NOUN
cana-1804	94	12	outcomes	outcome	NOUN
cana-1804	94	13	,	,	PUNCT
cana-1804	94	14	influencing	influence	VERB
cana-1804	94	15	people	people	NOUN
cana-1804	94	16	's	's	PART
cana-1804	94	17	behaviors	behavior	NOUN
cana-1804	94	18	and	and	CCONJ
cana-1804	94	19	adherence	adherence	NOUN
cana-1804	94	20	to	to	ADP
cana-1804	94	21	health	health	NOUN
cana-1804	94	22	guidelines	guideline	NOUN
cana-1804	94	23	.	.	PUNCT
cana-1804	95	1	we	we	PRON
cana-1804	95	2	adjusted	adjust	VERB
cana-1804	95	3	the	the	DET
cana-1804	95	4	parameters	parameter	NOUN
cana-1804	95	5	to	to	PART
cana-1804	95	6	reflect	reflect	VERB
cana-1804	95	7	realistic	realistic	ADJ
cana-1804	95	8	settings	setting	NOUN
cana-1804	95	9	for	for	ADP
cana-1804	95	10	the	the	DET
cana-1804	95	11	spread	spread	NOUN
cana-1804	95	12	of	of	ADP
cana-1804	95	13	misinformation	misinformation	NOUN
cana-1804	95	14	during	during	ADP
cana-1804	95	15	covid-19	covid-19	PROPN
cana-1804	95	16	,	,	PUNCT
cana-1804	95	17	extending	extend	VERB
cana-1804	95	18	the	the	DET
cana-1804	95	19	experiment	experiment	NOUN
cana-1804	95	20	over	over	ADP
cana-1804	95	21	more	more	ADJ
cana-1804	95	22	than	than	ADP
cana-1804	95	23	200	200	NUM
cana-1804	95	24	days	day	NOUN
cana-1804	95	25	with	with	ADP
cana-1804	95	26	time	time	NOUN
cana-1804	95	27	intervals	interval	NOUN
cana-1804	95	28	of	of	ADP
cana-1804	95	29	0.1	0.1	NUM
cana-1804	95	30	.	.	PUNCT
cana-1804	96	1	communications	communication	NOUN
cana-1804	96	2	on	on	ADP
cana-1804	96	3	applied	apply	VERB
cana-1804	96	4	nonlinear	nonlinear	ADJ
cana-1804	96	5	analysis	analysis	NOUN
cana-1804	96	6	issn	issn	NOUN
cana-1804	96	7	:	:	PUNCT
cana-1804	96	8	1074	1074	NUM
cana-1804	96	9	-	-	PUNCT
cana-1804	96	10	133x	133x	NUM
cana-1804	96	11	vol	vol	NOUN
cana-1804	96	12	32	32	NUM
cana-1804	96	13	no	no	NOUN
cana-1804	96	14	.	.	NOUN
cana-1804	96	15	2	2	NUM
cana-1804	96	16	(	(	PUNCT
cana-1804	96	17	2025	2025	NUM
cana-1804	96	18	)	)	PUNCT
cana-1804	96	19	556	556	NUM
cana-1804	96	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1804	96	21	(	(	PUNCT
cana-1804	96	22	b	b	NOUN
cana-1804	96	23	)	)	PUNCT
cana-1804	96	24	(	(	PUNCT
cana-1804	96	25	b	b	X
cana-1804	96	26	)	)	PUNCT
cana-1804	96	27	figure	figure	NOUN
cana-1804	96	28	3	3	NUM
cana-1804	96	29	:	:	PUNCT
cana-1804	96	30	simulation	simulation	NOUN
cana-1804	96	31	of	of	ADP
cana-1804	96	32	misinformation	misinformation	NOUN
cana-1804	96	33	spread	spread	VERB
cana-1804	96	34	during	during	ADP
cana-1804	96	35	covid-19	covid-19	PROPN
cana-1804	96	36	as	as	SCONJ
cana-1804	96	37	time	time	NOUN
cana-1804	96	38	progresses	progress	VERB
cana-1804	96	39	,	,	PUNCT
cana-1804	96	40	there	there	PRON
cana-1804	96	41	is	be	VERB
cana-1804	96	42	a	a	DET
cana-1804	96	43	noticeable	noticeable	ADJ
cana-1804	96	44	increase	increase	NOUN
cana-1804	96	45	in	in	ADP
cana-1804	96	46	the	the	DET
cana-1804	96	47	number	number	NOUN
cana-1804	96	48	of	of	ADP
cana-1804	96	49	recovered	recover	VERB
cana-1804	96	50	individuals	individual	NOUN
cana-1804	96	51	,	,	PUNCT
cana-1804	96	52	signifying	signify	VERB
cana-1804	96	53	that	that	SCONJ
cana-1804	96	54	a	a	DET
cana-1804	96	55	significant	significant	ADJ
cana-1804	96	56	portion	portion	NOUN
cana-1804	96	57	of	of	ADP
cana-1804	96	58	the	the	DET
cana-1804	96	59	network	network	NOUN
cana-1804	96	60	ceases	cease	VERB
cana-1804	96	61	to	to	PART
cana-1804	96	62	propagate	propagate	VERB
cana-1804	96	63	misinformation	misinformation	NOUN
cana-1804	96	64	.	.	PUNCT
cana-1804	97	1	this	this	DET
cana-1804	97	2	recovery	recovery	NOUN
cana-1804	97	3	phase	phase	NOUN
cana-1804	97	4	underscores	underscore	VERB
cana-1804	97	5	the	the	DET
cana-1804	97	6	effectiveness	effectiveness	NOUN
cana-1804	97	7	of	of	ADP
cana-1804	97	8	interventions	intervention	NOUN
cana-1804	97	9	,	,	PUNCT
cana-1804	97	10	awareness	awareness	NOUN
cana-1804	97	11	initiatives	initiative	NOUN
cana-1804	97	12	,	,	PUNCT
cana-1804	97	13	and	and	CCONJ
cana-1804	97	14	media	medium	NOUN
cana-1804	97	15	literacy	literacy	NOUN
cana-1804	97	16	efforts	effort	NOUN
cana-1804	97	17	in	in	ADP
cana-1804	97	18	reducing	reduce	VERB
cana-1804	97	19	the	the	DET
cana-1804	97	20	spread	spread	NOUN
cana-1804	97	21	of	of	ADP
cana-1804	97	22	false	false	ADJ
cana-1804	97	23	information	information	NOUN
cana-1804	97	24	.	.	PUNCT
cana-1804	98	1	to	to	PART
cana-1804	98	2	expedite	expedite	VERB
cana-1804	98	3	this	this	DET
cana-1804	98	4	process	process	NOUN
cana-1804	98	5	and	and	CCONJ
cana-1804	98	6	further	further	ADJ
cana-1804	98	7	curb	curb	VERB
cana-1804	98	8	misinformation	misinformation	NOUN
cana-1804	98	9	,	,	PUNCT
cana-1804	98	10	it	it	PRON
cana-1804	98	11	is	be	AUX
cana-1804	98	12	crucial	crucial	ADJ
cana-1804	98	13	to	to	PART
cana-1804	98	14	implement	implement	VERB
cana-1804	98	15	targeted	target	VERB
cana-1804	98	16	strategies	strategy	NOUN
cana-1804	98	17	.	.	PUNCT
cana-1804	99	1	strengthening	strengthen	VERB
cana-1804	99	2	media	medium	NOUN
cana-1804	99	3	literacy	literacy	NOUN
cana-1804	99	4	and	and	CCONJ
cana-1804	99	5	critical	critical	ADJ
cana-1804	99	6	thinking	thinking	NOUN
cana-1804	99	7	can	can	AUX
cana-1804	99	8	enable	enable	VERB
cana-1804	99	9	individuals	individual	NOUN
cana-1804	99	10	to	to	PART
cana-1804	99	11	better	well	ADV
cana-1804	99	12	assess	assess	VERB
cana-1804	99	13	information	information	NOUN
cana-1804	99	14	credibility	credibility	NOUN
cana-1804	99	15	,	,	PUNCT
cana-1804	99	16	while	while	SCONJ
cana-1804	99	17	lowering	lower	VERB
cana-1804	99	18	transmission	transmission	NOUN
cana-1804	99	19	rates	rate	NOUN
cana-1804	99	20	can	can	AUX
cana-1804	99	21	help	help	VERB
cana-1804	99	22	contain	contain	VERB
cana-1804	99	23	the	the	DET
cana-1804	99	24	spread	spread	NOUN
cana-1804	99	25	of	of	ADP
cana-1804	99	26	misinformation	misinformation	NOUN
cana-1804	99	27	[	[	X
cana-1804	99	28	6,8,21,22	6,8,21,22	NOUN
cana-1804	99	29	]	]	PUNCT
cana-1804	99	30	.	.	PUNCT
cana-1804	100	1	5.senstivity	5.senstivity	NUM
cana-1804	100	2	analysis	analysis	NOUN
cana-1804	100	3	the	the	DET
cana-1804	100	4	sensitivity	sensitivity	NOUN
cana-1804	100	5	analysis	analysis	NOUN
cana-1804	100	6	of	of	ADP
cana-1804	100	7	misinformation	misinformation	NOUN
cana-1804	100	8	dissemination	dissemination	NOUN
cana-1804	100	9	in	in	ADP
cana-1804	100	10	the	the	DET
cana-1804	100	11	hybrid	hybrid	NOUN
cana-1804	100	12	naeb	naeb	NOUN
cana-1804	100	13	model	model	NOUN
cana-1804	100	14	is	be	AUX
cana-1804	100	15	essential	essential	ADJ
cana-1804	100	16	for	for	ADP
cana-1804	100	17	comprehending	comprehend	VERB
cana-1804	100	18	how	how	SCONJ
cana-1804	100	19	variations	variation	NOUN
cana-1804	100	20	in	in	ADP
cana-1804	100	21	model	model	NOUN
cana-1804	100	22	parameters	parameter	NOUN
cana-1804	100	23	impact	impact	NOUN
cana-1804	100	24	predictions	prediction	NOUN
cana-1804	100	25	and	and	CCONJ
cana-1804	100	26	their	their	PRON
cana-1804	100	27	reliability	reliability	NOUN
cana-1804	100	28	.	.	PUNCT
cana-1804	101	1	parameters	parameter	NOUN
cana-1804	101	2	such	such	ADJ
cana-1804	101	3	as	as	ADP
cana-1804	101	4	transmission	transmission	NOUN
cana-1804	101	5	rate	rate	NOUN
cana-1804	101	6	(	(	PUNCT
cana-1804	101	7	𝛽	𝛽	NOUN
cana-1804	101	8	)	)	PUNCT
cana-1804	101	9	,	,	PUNCT
cana-1804	101	10	transition	transition	NOUN
cana-1804	101	11	rate	rate	NOUN
cana-1804	101	12	from	from	ADP
cana-1804	101	13	exposed	expose	VERB
cana-1804	101	14	to	to	ADP
cana-1804	101	15	infected	infected	ADJ
cana-1804	101	16	(	(	PUNCT
cana-1804	101	17	𝛿	𝛿	ADJ
cana-1804	101	18	)	)	PUNCT
cana-1804	101	19	,	,	PUNCT
cana-1804	101	20	and	and	CCONJ
cana-1804	101	21	recovery	recovery	NOUN
cana-1804	101	22	rate	rate	NOUN
cana-1804	101	23	(	(	PUNCT
cana-1804	101	24	𝛾	𝛾	NOUN
cana-1804	101	25	)	)	PUNCT
cana-1804	101	26	play	play	VERB
cana-1804	101	27	a	a	DET
cana-1804	101	28	role	role	NOUN
cana-1804	101	29	in	in	ADP
cana-1804	101	30	determining	determine	VERB
cana-1804	101	31	the	the	DET
cana-1804	101	32	proportions	proportion	NOUN
cana-1804	101	33	of	of	ADP
cana-1804	101	34	exposed	expose	VERB
cana-1804	101	35	,	,	PUNCT
cana-1804	101	36	infected	infected	ADJ
cana-1804	101	37	,	,	PUNCT
cana-1804	101	38	and	and	CCONJ
cana-1804	101	39	recovered	recover	VERB
cana-1804	101	40	individuals	individual	NOUN
cana-1804	101	41	over	over	ADP
cana-1804	101	42	time	time	NOUN
cana-1804	101	43	,	,	PUNCT
cana-1804	101	44	thereby	thereby	ADV
cana-1804	101	45	influencing	influence	VERB
cana-1804	101	46	the	the	DET
cana-1804	101	47	propagation	propagation	NOUN
cana-1804	101	48	of	of	ADP
cana-1804	101	49	misinformation	misinformation	NOUN
cana-1804	101	50	within	within	ADP
cana-1804	101	51	a	a	DET
cana-1804	101	52	community	community	NOUN
cana-1804	102	1	[	[	X
cana-1804	102	2	1,5,8,19,30	1,5,8,19,30	NUM
cana-1804	102	3	]	]	PUNCT
cana-1804	102	4	.	.	PUNCT
cana-1804	103	1	5.1	5.1	NUM
cana-1804	103	2	effect	effect	NOUN
cana-1804	103	3	of	of	ADP
cana-1804	103	4	𝜷	𝜷	NOUN
cana-1804	103	5	on	on	ADP
cana-1804	103	6	misinformation	misinformation	NOUN
cana-1804	103	7	spread	spread	VERB
cana-1804	103	8	by	by	ADP
cana-1804	103	9	examining	examine	VERB
cana-1804	103	10	values	value	NOUN
cana-1804	103	11	of	of	ADP
cana-1804	103	12	the	the	DET
cana-1804	103	13	transmission	transmission	NOUN
cana-1804	103	14	rate	rate	NOUN
cana-1804	103	15	(	(	PUNCT
cana-1804	103	16	𝛽	𝛽	NOUN
cana-1804	103	17	)	)	PUNCT
cana-1804	103	18	through	through	ADP
cana-1804	103	19	simulations	simulation	NOUN
cana-1804	103	20	,	,	PUNCT
cana-1804	103	21	we	we	PRON
cana-1804	103	22	can	can	AUX
cana-1804	103	23	observe	observe	VERB
cana-1804	103	24	how	how	SCONJ
cana-1804	103	25	it	it	PRON
cana-1804	103	26	influences	influence	VERB
cana-1804	103	27	factors	factor	NOUN
cana-1804	103	28	like	like	ADP
cana-1804	103	29	the	the	DET
cana-1804	103	30	transition	transition	NOUN
cana-1804	103	31	rate	rate	NOUN
cana-1804	103	32	(	(	PUNCT
cana-1804	103	33	𝛿	𝛿	ADJ
cana-1804	103	34	)	)	PUNCT
cana-1804	103	35	and	and	CCONJ
cana-1804	103	36	recovery	recovery	NOUN
cana-1804	103	37	rate	rate	NOUN
cana-1804	103	38	(	(	PUNCT
cana-1804	103	39	𝛾	𝛾	NOUN
cana-1804	103	40	)	)	PUNCT
cana-1804	103	41	,	,	PUNCT
cana-1804	103	42	ultimately	ultimately	ADV
cana-1804	103	43	affecting	affect	VERB
cana-1804	103	44	the	the	DET
cana-1804	103	45	spread	spread	NOUN
cana-1804	103	46	of	of	ADP
cana-1804	103	47	information	information	NOUN
cana-1804	103	48	over	over	ADP
cana-1804	103	49	time	time	NOUN
cana-1804	103	50	.	.	PUNCT
cana-1804	104	1	as	as	ADP
cana-1804	104	2	(	(	PUNCT
cana-1804	104	3	𝛽	𝛽	NOUN
cana-1804	104	4	)	)	PUNCT
cana-1804	104	5	increases	increase	NOUN
cana-1804	104	6	,	,	PUNCT
cana-1804	104	7	the	the	DET
cana-1804	104	8	spread	spread	NOUN
cana-1804	104	9	of	of	ADP
cana-1804	104	10	misinformation	misinformation	NOUN
cana-1804	104	11	becomes	become	VERB
cana-1804	104	12	more	more	ADV
cana-1804	104	13	aggressive	aggressive	ADJ
cana-1804	104	14	,	,	PUNCT
cana-1804	104	15	with	with	ADP
cana-1804	104	16	susceptible	susceptible	ADJ
cana-1804	104	17	individuals	individual	NOUN
cana-1804	104	18	rapidly	rapidly	ADV
cana-1804	104	19	transitioning	transition	VERB
cana-1804	104	20	to	to	PART
cana-1804	104	21	exposed	expose	VERB
cana-1804	104	22	and	and	CCONJ
cana-1804	104	23	infected	infected	ADJ
cana-1804	104	24	states	state	NOUN
cana-1804	104	25	.	.	PUNCT
cana-1804	105	1	also	also	ADV
cana-1804	105	2	,	,	PUNCT
cana-1804	105	3	higher	high	ADJ
cana-1804	105	4	transmission	transmission	NOUN
cana-1804	105	5	rates	rate	NOUN
cana-1804	105	6	lead	lead	VERB
cana-1804	105	7	to	to	ADP
cana-1804	105	8	quicker	quick	ADJ
cana-1804	105	9	peaks	peak	NOUN
cana-1804	105	10	in	in	ADP
cana-1804	105	11	the	the	DET
cana-1804	105	12	infected	infected	ADJ
cana-1804	105	13	population	population	NOUN
cana-1804	105	14	.	.	PUNCT
cana-1804	106	1	this	this	DET
cana-1804	106	2	highlights	highlight	VERB
cana-1804	106	3	the	the	DET
cana-1804	106	4	significance	significance	NOUN
cana-1804	106	5	of	of	ADP
cana-1804	106	6	early	early	ADJ
cana-1804	106	7	interventions	intervention	NOUN
cana-1804	106	8	,	,	PUNCT
cana-1804	106	9	as	as	SCONJ
cana-1804	106	10	they	they	PRON
cana-1804	106	11	have	have	VERB
cana-1804	106	12	the	the	DET
cana-1804	106	13	potential	potential	NOUN
cana-1804	106	14	to	to	PART
cana-1804	106	15	curb	curb	VERB
cana-1804	106	16	the	the	DET
cana-1804	106	17	peak	peak	NOUN
cana-1804	106	18	infection	infection	NOUN
cana-1804	106	19	and	and	CCONJ
cana-1804	106	20	speed	speed	VERB
cana-1804	106	21	up	up	ADP
cana-1804	106	22	recovery	recovery	NOUN
cana-1804	106	23	by	by	ADP
cana-1804	106	24	affecting	affect	VERB
cana-1804	106	25	fewer	few	ADJ
cana-1804	106	26	individuals	individual	NOUN
cana-1804	106	27	.	.	PUNCT
cana-1804	107	1	the	the	DET
cana-1804	107	2	moderate	moderate	ADJ
cana-1804	107	3	value	value	NOUN
cana-1804	107	4	of	of	ADP
cana-1804	107	5	(	(	PUNCT
cana-1804	107	6	𝛽	𝛽	NOUN
cana-1804	107	7	)	)	PUNCT
cana-1804	107	8	balances	balance	NOUN
cana-1804	107	9	between	between	ADP
cana-1804	107	10	slower	slow	ADJ
cana-1804	107	11	and	and	CCONJ
cana-1804	107	12	aggressive	aggressive	ADJ
cana-1804	107	13	spread	spread	NOUN
cana-1804	107	14	,	,	PUNCT
cana-1804	107	15	leading	lead	VERB
cana-1804	107	16	to	to	ADP
cana-1804	107	17	a	a	DET
cana-1804	107	18	more	more	ADV
cana-1804	107	19	manageable	manageable	ADJ
cana-1804	107	20	peak	peak	NOUN
cana-1804	107	21	in	in	ADP
cana-1804	107	22	infection	infection	NOUN
cana-1804	107	23	while	while	SCONJ
cana-1804	107	24	still	still	ADV
cana-1804	107	25	allowing	allow	VERB
cana-1804	107	26	time	time	NOUN
cana-1804	107	27	for	for	ADP
cana-1804	107	28	interventions	intervention	NOUN
cana-1804	107	29	to	to	PART
cana-1804	107	30	reduce	reduce	VERB
cana-1804	107	31	the	the	DET
cana-1804	107	32	impact	impact	NOUN
cana-1804	107	33	.	.	PUNCT
cana-1804	108	1	the	the	DET
cana-1804	108	2	results	result	NOUN
cana-1804	108	3	highlight	highlight	VERB
cana-1804	108	4	the	the	DET
cana-1804	108	5	critical	critical	ADJ
cana-1804	108	6	role	role	NOUN
cana-1804	108	7	that	that	PRON
cana-1804	108	8	the	the	DET
cana-1804	108	9	transmission	transmission	NOUN
cana-1804	108	10	rate	rate	NOUN
cana-1804	108	11	plays	play	VERB
cana-1804	108	12	in	in	ADP
cana-1804	108	13	determining	determine	VERB
cana-1804	108	14	the	the	DET
cana-1804	108	15	speed	speed	NOUN
cana-1804	108	16	and	and	CCONJ
cana-1804	108	17	extent	extent	NOUN
cana-1804	108	18	of	of	ADP
cana-1804	108	19	misinformation	misinformation	NOUN
cana-1804	108	20	spread	spread	VERB
cana-1804	108	21	.	.	PUNCT
cana-1804	109	1	reducing	reduce	VERB
cana-1804	109	2	interventions	intervention	NOUN
cana-1804	109	3	such	such	ADJ
cana-1804	109	4	as	as	ADP
cana-1804	109	5	fact	fact	NOUN
cana-1804	109	6	-	-	PUNCT
cana-1804	109	7	checking	checking	NOUN
cana-1804	109	8	,	,	PUNCT
cana-1804	109	9	public	public	ADJ
cana-1804	109	10	education	education	NOUN
cana-1804	109	11	,	,	PUNCT
cana-1804	109	12	and	and	CCONJ
cana-1804	109	13	media	medium	NOUN
cana-1804	109	14	literacy	literacy	NOUN
cana-1804	109	15	campaigns	campaign	NOUN
cana-1804	109	16	can	can	AUX
cana-1804	109	17	mitigate	mitigate	VERB
cana-1804	109	18	the	the	DET
cana-1804	109	19	severity	severity	NOUN
cana-1804	109	20	and	and	CCONJ
cana-1804	109	21	speed	speed	NOUN
cana-1804	109	22	of	of	ADP
cana-1804	109	23	misinformation	misinformation	NOUN
cana-1804	109	24	diffusion	diffusion	NOUN
cana-1804	109	25	[	[	X
cana-1804	109	26	8,19,30,31	8,19,30,31	NUM
cana-1804	109	27	]	]	PUNCT
cana-1804	109	28	.	.	PUNCT
cana-1804	110	1	communications	communication	NOUN
cana-1804	110	2	on	on	ADP
cana-1804	110	3	applied	apply	VERB
cana-1804	110	4	nonlinear	nonlinear	ADJ
cana-1804	110	5	analysis	analysis	NOUN
cana-1804	110	6	issn	issn	NOUN
cana-1804	110	7	:	:	PUNCT
cana-1804	110	8	1074	1074	NUM
cana-1804	110	9	-	-	PUNCT
cana-1804	110	10	133x	133x	NUM
cana-1804	110	11	vol	vol	NOUN
cana-1804	110	12	32	32	NUM
cana-1804	110	13	no	no	NOUN
cana-1804	110	14	.	.	NOUN
cana-1804	110	15	2	2	NUM
cana-1804	110	16	(	(	PUNCT
cana-1804	110	17	2025	2025	NUM
cana-1804	110	18	)	)	PUNCT
cana-1804	110	19	557	557	NUM
cana-1804	110	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1804	110	21	figure	figure	NOUN
cana-1804	110	22	4	4	NUM
cana-1804	110	23	:	:	PUNCT
cana-1804	110	24	influence	influence	NOUN
cana-1804	110	25	of	of	ADP
cana-1804	110	26	transmission	transmission	NOUN
cana-1804	110	27	rate	rate	NOUN
cana-1804	110	28	(	(	PUNCT
cana-1804	110	29	𝛽	𝛽	NOUN
cana-1804	110	30	)	)	PUNCT
cana-1804	110	31	on	on	ADP
cana-1804	110	32	misinformation	misinformation	NOUN
cana-1804	110	33	spread	spread	VERB
cana-1804	110	34	.	.	PUNCT
cana-1804	111	1	5.2	5.2	NUM
cana-1804	111	2	effect	effect	NOUN
cana-1804	111	3	of	of	ADP
cana-1804	111	4	𝜹	𝜹	NOUN
cana-1804	111	5	on	on	ADP
cana-1804	111	6	misinformation	misinformation	NOUN
cana-1804	111	7	spread	spread	VERB
cana-1804	111	8	by	by	ADP
cana-1804	111	9	analyzing	analyze	VERB
cana-1804	111	10	how	how	SCONJ
cana-1804	111	11	the	the	DET
cana-1804	111	12	parameter	parameter	NOUN
cana-1804	111	13	(	(	PUNCT
cana-1804	111	14	𝛿	𝛿	ADJ
cana-1804	111	15	)	)	PUNCT
cana-1804	111	16	impacts	impact	VERB
cana-1804	111	17	the	the	DET
cana-1804	111	18	dissemination	dissemination	NOUN
cana-1804	111	19	of	of	ADP
cana-1804	111	20	misinformation	misinformation	NOUN
cana-1804	111	21	,	,	PUNCT
cana-1804	111	22	we	we	PRON
cana-1804	111	23	can	can	AUX
cana-1804	111	24	conduct	conduct	VERB
cana-1804	111	25	simulations	simulation	NOUN
cana-1804	111	26	with	with	ADP
cana-1804	111	27	varying	vary	VERB
cana-1804	111	28	values	value	NOUN
cana-1804	111	29	while	while	SCONJ
cana-1804	111	30	maintaining	maintain	VERB
cana-1804	111	31	parameter	parameter	NOUN
cana-1804	111	32	consistency	consistency	NOUN
cana-1804	111	33	.	.	PUNCT
cana-1804	112	1	we	we	PRON
cana-1804	112	2	observe	observe	VERB
cana-1804	112	3	that	that	SCONJ
cana-1804	112	4	as	as	ADP
cana-1804	112	5	the	the	DET
cana-1804	112	6	value	value	NOUN
cana-1804	112	7	increases	increase	VERB
cana-1804	112	8	,	,	PUNCT
cana-1804	112	9	the	the	DET
cana-1804	112	10	rate	rate	NOUN
cana-1804	112	11	at	at	ADP
cana-1804	112	12	which	which	PRON
cana-1804	112	13	exposed	expose	VERB
cana-1804	112	14	individuals	individual	NOUN
cana-1804	112	15	transition	transition	NOUN
cana-1804	112	16	to	to	ADP
cana-1804	112	17	infected	infect	VERB
cana-1804	112	18	individuals	individual	NOUN
cana-1804	112	19	also	also	ADV
cana-1804	112	20	increases	increase	VERB
cana-1804	112	21	,	,	PUNCT
cana-1804	112	22	potentially	potentially	ADV
cana-1804	112	23	leading	lead	VERB
cana-1804	112	24	to	to	ADP
cana-1804	112	25	a	a	DET
cana-1804	112	26	faster	fast	ADJ
cana-1804	112	27	rise	rise	NOUN
cana-1804	112	28	in	in	ADP
cana-1804	112	29	the	the	DET
cana-1804	112	30	infected	infected	ADJ
cana-1804	112	31	population	population	NOUN
cana-1804	112	32	.	.	PUNCT
cana-1804	113	1	when	when	SCONJ
cana-1804	113	2	it	it	PRON
cana-1804	113	3	is	be	AUX
cana-1804	113	4	moderate	moderate	ADJ
cana-1804	113	5	,	,	PUNCT
cana-1804	113	6	there	there	PRON
cana-1804	113	7	is	be	VERB
cana-1804	113	8	a	a	DET
cana-1804	113	9	balanced	balanced	ADJ
cana-1804	113	10	transition	transition	NOUN
cana-1804	113	11	from	from	ADP
cana-1804	113	12	exposed	expose	VERB
cana-1804	113	13	to	to	ADP
cana-1804	113	14	infected	infected	ADJ
cana-1804	113	15	individuals	individual	NOUN
cana-1804	113	16	,	,	PUNCT
cana-1804	113	17	and	and	CCONJ
cana-1804	113	18	the	the	DET
cana-1804	113	19	spread	spread	NOUN
cana-1804	113	20	of	of	ADP
cana-1804	113	21	misinformation	misinformation	NOUN
cana-1804	113	22	is	be	AUX
cana-1804	113	23	more	more	ADV
cana-1804	113	24	controlled	control	VERB
cana-1804	113	25	compared	compare	VERB
cana-1804	113	26	to	to	ADP
cana-1804	113	27	a	a	DET
cana-1804	113	28	high	high	ADJ
cana-1804	113	29	(	(	PUNCT
cana-1804	113	30	𝛿	𝛿	ADJ
cana-1804	113	31	)	)	PUNCT
cana-1804	113	32	value	value	NOUN
cana-1804	113	33	.	.	PUNCT
cana-1804	114	1	when	when	SCONJ
cana-1804	114	2	it	it	PRON
cana-1804	114	3	is	be	AUX
cana-1804	114	4	low	low	ADJ
cana-1804	114	5	,	,	PUNCT
cana-1804	114	6	exposed	expose	VERB
cana-1804	114	7	individuals	individual	NOUN
cana-1804	114	8	take	take	VERB
cana-1804	114	9	longer	long	ADJ
cana-1804	114	10	to	to	PART
cana-1804	114	11	become	become	VERB
cana-1804	114	12	infected	infect	VERB
cana-1804	114	13	,	,	PUNCT
cana-1804	114	14	which	which	PRON
cana-1804	114	15	means	mean	VERB
cana-1804	114	16	the	the	DET
cana-1804	114	17	spread	spread	NOUN
cana-1804	114	18	of	of	ADP
cana-1804	114	19	misinformation	misinformation	NOUN
cana-1804	114	20	is	be	AUX
cana-1804	114	21	slower	slow	ADJ
cana-1804	114	22	and	and	CCONJ
cana-1804	114	23	more	more	ADV
cana-1804	114	24	prolonged	prolonged	ADJ
cana-1804	115	1	[	[	X
cana-1804	115	2	5,19,21,30	5,19,21,30	NUM
cana-1804	115	3	]	]	PUNCT
cana-1804	115	4	.	.	PUNCT
cana-1804	116	1	figure	figure	VERB
cana-1804	116	2	5	5	NUM
cana-1804	116	3	:	:	PUNCT
cana-1804	116	4	sensitivity	sensitivity	NOUN
cana-1804	116	5	analysis	analysis	NOUN
cana-1804	116	6	:	:	PUNCT
cana-1804	116	7	effect	effect	NOUN
cana-1804	116	8	of	of	ADP
cana-1804	116	9	(	(	PUNCT
cana-1804	116	10	𝛿	𝛿	ADJ
cana-1804	116	11	)	)	PUNCT
cana-1804	116	12	on	on	ADP
cana-1804	116	13	misinformation	misinformation	NOUN
cana-1804	116	14	spread	spread	VERB
cana-1804	116	15	.	.	PUNCT
cana-1804	117	1	5.3	5.3	NUM
cana-1804	117	2	effect	effect	NOUN
cana-1804	117	3	of	of	ADP
cana-1804	117	4	recovery	recovery	NOUN
cana-1804	117	5	rate	rate	NOUN
cana-1804	117	6	(	(	PUNCT
cana-1804	117	7	𝜸	𝜸	NOUN
cana-1804	117	8	)	)	PUNCT
cana-1804	117	9	on	on	ADP
cana-1804	117	10	misinformation	misinformation	NOUN
cana-1804	117	11	spread	spread	NOUN
cana-1804	117	12	we	we	PRON
cana-1804	117	13	observe	observe	VERB
cana-1804	117	14	that	that	SCONJ
cana-1804	117	15	the	the	DET
cana-1804	117	16	time	time	NOUN
cana-1804	117	17	it	it	PRON
cana-1804	117	18	takes	take	VERB
cana-1804	117	19	for	for	ADP
cana-1804	117	20	misinformation	misinformation	NOUN
cana-1804	117	21	to	to	PART
cana-1804	117	22	circulate	circulate	VERB
cana-1804	117	23	decreases	decrease	NOUN
cana-1804	117	24	as	as	ADP
cana-1804	117	25	the	the	DET
cana-1804	117	26	recovery	recovery	NOUN
cana-1804	117	27	rate	rate	NOUN
cana-1804	117	28	increases	increase	NOUN
cana-1804	117	29	.	.	PUNCT
cana-1804	118	1	this	this	PRON
cana-1804	118	2	suggests	suggest	VERB
cana-1804	118	3	that	that	SCONJ
cana-1804	118	4	strategies	strategy	NOUN
cana-1804	118	5	focused	focus	VERB
cana-1804	118	6	on	on	ADP
cana-1804	118	7	enhancing	enhance	VERB
cana-1804	118	8	individuals	individual	NOUN
cana-1804	118	9	'	'	PART
cana-1804	118	10	ability	ability	NOUN
cana-1804	118	11	to	to	PART
cana-1804	118	12	"	"	PUNCT
cana-1804	118	13	recover	recover	VERB
cana-1804	118	14	"	"	PUNCT
cana-1804	118	15	from	from	ADP
cana-1804	118	16	misinformation	misinformation	NOUN
cana-1804	118	17	such	such	ADJ
cana-1804	118	18	as	as	ADP
cana-1804	118	19	fostering	foster	VERB
cana-1804	118	20	media	medium	NOUN
cana-1804	118	21	literacy	literacy	NOUN
cana-1804	118	22	,	,	PUNCT
cana-1804	118	23	encouraging	encourage	VERB
cana-1804	118	24	fact	fact	NOUN
cana-1804	118	25	-	-	PUNCT
cana-1804	118	26	checking	checking	NOUN
cana-1804	118	27	,	,	PUNCT
cana-1804	118	28	and	and	CCONJ
cana-1804	118	29	promoting	promote	VERB
cana-1804	118	30	critical	critical	ADJ
cana-1804	118	31	thinking	thinking	NOUN
cana-1804	118	32	can	can	AUX
cana-1804	118	33	greatly	greatly	ADV
cana-1804	118	34	reduce	reduce	VERB
cana-1804	118	35	the	the	DET
cana-1804	118	36	spread	spread	NOUN
cana-1804	118	37	of	of	ADP
cana-1804	118	38	false	false	ADJ
cana-1804	118	39	information	information	NOUN
cana-1804	118	40	[	[	X
cana-1804	118	41	8	8	NUM
cana-1804	118	42	,	,	PUNCT
cana-1804	118	43	19	19	NUM
cana-1804	118	44	,	,	PUNCT
cana-1804	118	45	24	24	NUM
cana-1804	118	46	,	,	PUNCT
cana-1804	118	47	30	30	NUM
cana-1804	118	48	]	]	PUNCT
cana-1804	118	49	.	.	PUNCT
cana-1804	119	1	conversely	conversely	ADV
cana-1804	119	2	,	,	PUNCT
cana-1804	119	3	lower	low	ADJ
cana-1804	119	4	recovery	recovery	NOUN
cana-1804	119	5	rates	rate	NOUN
cana-1804	119	6	allow	allow	VERB
cana-1804	119	7	misinformation	misinformation	NOUN
cana-1804	119	8	to	to	PART
cana-1804	119	9	linger	linger	VERB
cana-1804	119	10	within	within	ADP
cana-1804	119	11	the	the	DET
cana-1804	119	12	community	community	NOUN
cana-1804	119	13	,	,	PUNCT
cana-1804	119	14	emphasizing	emphasize	VERB
cana-1804	119	15	the	the	DET
cana-1804	119	16	need	need	NOUN
cana-1804	119	17	for	for	ADP
cana-1804	119	18	prompt	prompt	ADJ
cana-1804	119	19	interventions	intervention	NOUN
cana-1804	119	20	when	when	SCONJ
cana-1804	119	21	misinformation	misinformation	NOUN
cana-1804	119	22	first	first	ADV
cana-1804	119	23	emerges	emerge	VERB
cana-1804	119	24	.	.	PUNCT
cana-1804	120	1	higher	high	ADJ
cana-1804	120	2	recovery	recovery	NOUN
cana-1804	120	3	rates	rate	NOUN
cana-1804	120	4	lead	lead	VERB
cana-1804	120	5	to	to	ADP
cana-1804	120	6	quicker	quick	ADJ
cana-1804	120	7	peaks	peak	NOUN
cana-1804	120	8	in	in	ADP
cana-1804	120	9	the	the	DET
cana-1804	120	10	communications	communication	NOUN
cana-1804	120	11	on	on	ADP
cana-1804	120	12	applied	apply	VERB
cana-1804	120	13	nonlinear	nonlinear	ADJ
cana-1804	120	14	analysis	analysis	NOUN
cana-1804	120	15	issn	issn	NOUN
cana-1804	120	16	:	:	PUNCT
cana-1804	120	17	1074	1074	NUM
cana-1804	120	18	-	-	PUNCT
cana-1804	120	19	133x	133x	NUM
cana-1804	120	20	vol	vol	NOUN
cana-1804	120	21	32	32	NUM
cana-1804	120	22	no	no	NOUN
cana-1804	120	23	.	.	NOUN
cana-1804	120	24	2	2	NUM
cana-1804	120	25	(	(	PUNCT
cana-1804	120	26	2025	2025	NUM
cana-1804	120	27	)	)	PUNCT
cana-1804	120	28	558	558	NUM
cana-1804	120	29	https://internationalpubls.com	https://internationalpubls.com	X
cana-1804	120	30	number	number	NOUN
cana-1804	120	31	of	of	ADP
cana-1804	120	32	infected	infected	ADJ
cana-1804	120	33	individuals	individual	NOUN
cana-1804	120	34	,	,	PUNCT
cana-1804	120	35	followed	follow	VERB
cana-1804	120	36	by	by	ADP
cana-1804	120	37	a	a	DET
cana-1804	120	38	more	more	ADV
cana-1804	120	39	rapid	rapid	ADJ
cana-1804	120	40	decline	decline	NOUN
cana-1804	120	41	.	.	PUNCT
cana-1804	121	1	strong	strong	ADJ
cana-1804	121	2	recovery	recovery	NOUN
cana-1804	121	3	mechanisms	mechanism	NOUN
cana-1804	121	4	enable	enable	VERB
cana-1804	121	5	more	more	ADV
cana-1804	121	6	effective	effective	ADJ
cana-1804	121	7	management	management	NOUN
cana-1804	121	8	of	of	ADP
cana-1804	121	9	misinformation	misinformation	NOUN
cana-1804	121	10	spread	spread	VERB
cana-1804	121	11	.	.	PUNCT
cana-1804	122	1	the	the	DET
cana-1804	122	2	analysis	analysis	NOUN
cana-1804	122	3	emphasizes	emphasize	VERB
cana-1804	122	4	the	the	DET
cana-1804	122	5	critical	critical	ADJ
cana-1804	122	6	role	role	NOUN
cana-1804	122	7	of	of	ADP
cana-1804	122	8	recovery	recovery	NOUN
cana-1804	122	9	measures	measure	NOUN
cana-1804	122	10	,	,	PUNCT
cana-1804	122	11	such	such	ADJ
cana-1804	122	12	as	as	ADP
cana-1804	122	13	educational	educational	ADJ
cana-1804	122	14	initiatives	initiative	NOUN
cana-1804	122	15	and	and	CCONJ
cana-1804	122	16	counter	counter	NOUN
cana-1804	122	17	-	-	NOUN
cana-1804	122	18	misinformation	misinformation	NOUN
cana-1804	122	19	strategies	strategy	NOUN
cana-1804	122	20	,	,	PUNCT
cana-1804	122	21	in	in	ADP
cana-1804	122	22	reducing	reduce	VERB
cana-1804	122	23	both	both	CCONJ
cana-1804	122	24	the	the	DET
cana-1804	122	25	severity	severity	NOUN
cana-1804	122	26	and	and	CCONJ
cana-1804	122	27	duration	duration	NOUN
cana-1804	122	28	of	of	ADP
cana-1804	122	29	misinformation	misinformation	NOUN
cana-1804	122	30	outbreaks	outbreak	NOUN
cana-1804	122	31	[	[	X
cana-1804	122	32	5	5	NUM
cana-1804	122	33	,	,	PUNCT
cana-1804	122	34	21	21	NUM
cana-1804	122	35	,	,	PUNCT
cana-1804	122	36	30	30	NUM
cana-1804	122	37	]	]	PUNCT
cana-1804	122	38	.	.	PUNCT
cana-1804	123	1	figure	figure	VERB
cana-1804	123	2	6	6	NUM
cana-1804	123	3	:	:	PUNCT
cana-1804	123	4	effect	effect	NOUN
cana-1804	123	5	for	for	ADP
cana-1804	123	6	recovery	recovery	NOUN
cana-1804	123	7	rate	rate	NOUN
cana-1804	123	8	(	(	PUNCT
cana-1804	123	9	𝛾	𝛾	NOUN
cana-1804	123	10	)	)	PUNCT
cana-1804	123	11	on	on	ADP
cana-1804	123	12	misinformation	misinformation	NOUN
cana-1804	123	13	spread	spread	VERB
cana-1804	123	14	.	.	PUNCT
cana-1804	124	1	5.4	5.4	NUM
cana-1804	124	2	comparison	comparison	NOUN
cana-1804	124	3	between	between	ADP
cana-1804	124	4	real	real	ADJ
cana-1804	124	5	data	datum	NOUN
cana-1804	124	6	and	and	CCONJ
cana-1804	124	7	simulated	simulate	VERB
cana-1804	124	8	neab	neab	ADJ
cana-1804	124	9	model	model	NOUN
cana-1804	124	10	the	the	DET
cana-1804	124	11	simulated	simulate	VERB
cana-1804	124	12	curves	curve	NOUN
cana-1804	124	13	for	for	ADP
cana-1804	124	14	susceptible	susceptible	ADJ
cana-1804	124	15	(	(	PUNCT
cana-1804	124	16	s	s	NOUN
cana-1804	124	17	)	)	PUNCT
cana-1804	124	18	,	,	PUNCT
cana-1804	124	19	exposed	expose	VERB
cana-1804	124	20	(	(	PUNCT
cana-1804	124	21	e	e	NOUN
cana-1804	124	22	)	)	PUNCT
cana-1804	124	23	,	,	PUNCT
cana-1804	124	24	infected	infect	VERB
cana-1804	124	25	(	(	PUNCT
cana-1804	124	26	i	i	NOUN
cana-1804	124	27	)	)	PUNCT
cana-1804	124	28	,	,	PUNCT
cana-1804	124	29	and	and	CCONJ
cana-1804	124	30	recovered	recover	VERB
cana-1804	124	31	(	(	PUNCT
cana-1804	124	32	r	r	NOUN
cana-1804	124	33	)	)	PUNCT
cana-1804	124	34	closely	closely	ADV
cana-1804	124	35	align	align	VERB
cana-1804	124	36	with	with	ADP
cana-1804	124	37	the	the	DET
cana-1804	124	38	overall	overall	ADJ
cana-1804	124	39	trends	trend	NOUN
cana-1804	124	40	observed	observe	VERB
cana-1804	124	41	in	in	ADP
cana-1804	124	42	real	real	ADJ
cana-1804	124	43	-	-	PUNCT
cana-1804	124	44	world	world	NOUN
cana-1804	124	45	data	datum	NOUN
cana-1804	124	46	[	[	X
cana-1804	124	47	2	2	NUM
cana-1804	124	48	,	,	PUNCT
cana-1804	124	49	14	14	NUM
cana-1804	124	50	,	,	PUNCT
cana-1804	124	51	18	18	NUM
cana-1804	124	52	]	]	PUNCT
cana-1804	124	53	.	.	PUNCT
cana-1804	124	54	.	.	PUNCT
cana-1804	125	1	this	this	PRON
cana-1804	125	2	demonstrates	demonstrate	VERB
cana-1804	125	3	that	that	SCONJ
cana-1804	125	4	the	the	DET
cana-1804	125	5	neab	neab	ADJ
cana-1804	125	6	model	model	NOUN
cana-1804	125	7	successfully	successfully	ADV
cana-1804	125	8	captures	capture	VERB
cana-1804	125	9	the	the	DET
cana-1804	125	10	essential	essential	ADJ
cana-1804	125	11	phases	phase	NOUN
cana-1804	125	12	of	of	ADP
cana-1804	125	13	misinformation	misinformation	NOUN
cana-1804	125	14	spread	spread	VERB
cana-1804	125	15	:	:	PUNCT
cana-1804	125	16	initial	initial	ADJ
cana-1804	125	17	exposure	exposure	NOUN
cana-1804	125	18	,	,	PUNCT
cana-1804	125	19	a	a	DET
cana-1804	125	20	sharp	sharp	ADJ
cana-1804	125	21	rise	rise	NOUN
cana-1804	125	22	in	in	ADP
cana-1804	125	23	infection	infection	NOUN
cana-1804	125	24	,	,	PUNCT
cana-1804	125	25	and	and	CCONJ
cana-1804	125	26	eventual	eventual	ADJ
cana-1804	125	27	recovery	recovery	NOUN
cana-1804	125	28	as	as	SCONJ
cana-1804	125	29	individuals	individual	NOUN
cana-1804	125	30	cease	cease	VERB
cana-1804	125	31	to	to	PART
cana-1804	125	32	disseminate	disseminate	VERB
cana-1804	125	33	false	false	ADJ
cana-1804	125	34	information	information	NOUN
cana-1804	125	35	[	[	X
cana-1804	125	36	10	10	NUM
cana-1804	125	37	,	,	PUNCT
cana-1804	125	38	12	12	NUM
cana-1804	125	39	,	,	PUNCT
cana-1804	125	40	19	19	NUM
cana-1804	125	41	]	]	PUNCT
cana-1804	125	42	.	.	PUNCT
cana-1804	126	1	however	however	ADV
cana-1804	126	2	,	,	PUNCT
cana-1804	126	3	while	while	SCONJ
cana-1804	126	4	the	the	DET
cana-1804	126	5	neab	neab	ADJ
cana-1804	126	6	model	model	NOUN
cana-1804	126	7	effectively	effectively	ADV
cana-1804	126	8	replicates	replicate	VERB
cana-1804	126	9	the	the	DET
cana-1804	126	10	general	general	ADJ
cana-1804	126	11	dynamics	dynamic	NOUN
cana-1804	126	12	,	,	PUNCT
cana-1804	126	13	there	there	PRON
cana-1804	126	14	are	be	VERB
cana-1804	126	15	areas	area	NOUN
cana-1804	126	16	for	for	ADP
cana-1804	126	17	improvement	improvement	NOUN
cana-1804	126	18	,	,	PUNCT
cana-1804	126	19	particularly	particularly	ADV
cana-1804	126	20	in	in	ADP
cana-1804	126	21	simulating	simulate	VERB
cana-1804	126	22	the	the	DET
cana-1804	126	23	early	early	ADJ
cana-1804	126	24	stages	stage	NOUN
cana-1804	126	25	of	of	ADP
cana-1804	126	26	exposure	exposure	NOUN
cana-1804	126	27	and	and	CCONJ
cana-1804	126	28	accurately	accurately	ADV
cana-1804	126	29	predicting	predict	VERB
cana-1804	126	30	the	the	DET
cana-1804	126	31	timing	timing	NOUN
cana-1804	126	32	of	of	ADP
cana-1804	126	33	peak	peak	NOUN
cana-1804	126	34	infection	infection	NOUN
cana-1804	126	35	[	[	X
cana-1804	126	36	8	8	NUM
cana-1804	126	37	,	,	PUNCT
cana-1804	126	38	22	22	NUM
cana-1804	126	39	,	,	PUNCT
cana-1804	126	40	28	28	NUM
cana-1804	126	41	]	]	PUNCT
cana-1804	126	42	.these	.these	PRON
cana-1804	126	43	refinements	refinement	NOUN
cana-1804	126	44	could	could	AUX
cana-1804	126	45	enhance	enhance	VERB
cana-1804	126	46	the	the	DET
cana-1804	126	47	model	model	NOUN
cana-1804	126	48	's	's	PART
cana-1804	126	49	accuracy	accuracy	NOUN
cana-1804	126	50	in	in	ADP
cana-1804	126	51	realworld	realworld	PROPN
cana-1804	126	52	applications	application	NOUN
cana-1804	126	53	[	[	X
cana-1804	126	54	16	16	NUM
cana-1804	126	55	,	,	PUNCT
cana-1804	126	56	21	21	NUM
cana-1804	126	57	,	,	PUNCT
cana-1804	126	58	30	30	NUM
cana-1804	126	59	]	]	PUNCT
cana-1804	126	60	.	.	PUNCT
cana-1804	127	1	figure	figure	VERB
cana-1804	127	2	7	7	NUM
cana-1804	127	3	:	:	PUNCT
cana-1804	127	4	real	real	ADJ
cana-1804	127	5	and	and	CCONJ
cana-1804	127	6	simulated	simulate	VERB
cana-1804	127	7	neab	neab	ADJ
cana-1804	127	8	model	model	NOUN
cana-1804	127	9	for	for	ADP
cana-1804	127	10	misinformation	misinformation	NOUN
cana-1804	127	11	spread	spread	NOUN
cana-1804	127	12	(	(	PUNCT
cana-1804	127	13	s	s	X
cana-1804	127	14	,	,	PUNCT
cana-1804	127	15	e	e	NOUN
cana-1804	127	16	,	,	PUNCT
cana-1804	127	17	i	i	PRON
cana-1804	127	18	,	,	PUNCT
cana-1804	127	19	r	r	NOUN
cana-1804	127	20	compartments	compartment	NOUN
cana-1804	127	21	)	)	PUNCT
cana-1804	127	22	.	.	PUNCT
cana-1804	128	1	communications	communication	NOUN
cana-1804	128	2	on	on	ADP
cana-1804	128	3	applied	apply	VERB
cana-1804	128	4	nonlinear	nonlinear	ADJ
cana-1804	128	5	analysis	analysis	NOUN
cana-1804	128	6	issn	issn	NOUN
cana-1804	128	7	:	:	PUNCT
cana-1804	128	8	1074	1074	NUM
cana-1804	128	9	-	-	PUNCT
cana-1804	128	10	133x	133x	NUM
cana-1804	128	11	vol	vol	NOUN
cana-1804	128	12	32	32	NUM
cana-1804	128	13	no	no	NOUN
cana-1804	128	14	.	.	NOUN
cana-1804	128	15	2	2	NUM
cana-1804	128	16	(	(	PUNCT
cana-1804	128	17	2025	2025	NUM
cana-1804	128	18	)	)	PUNCT
cana-1804	128	19	559	559	NUM
cana-1804	129	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-1804	129	2	6.conclusion	6.conclusion	NUM
cana-1804	129	3	in	in	ADP
cana-1804	129	4	summary	summary	NOUN
cana-1804	129	5	,	,	PUNCT
cana-1804	129	6	our	our	PRON
cana-1804	129	7	research	research	NOUN
cana-1804	129	8	has	have	AUX
cana-1804	129	9	delved	delve	VERB
cana-1804	129	10	into	into	ADP
cana-1804	129	11	the	the	DET
cana-1804	129	12	nature	nature	NOUN
cana-1804	129	13	of	of	ADP
cana-1804	129	14	how	how	SCONJ
cana-1804	129	15	false	false	ADJ
cana-1804	129	16	information	information	NOUN
cana-1804	129	17	spreads	spread	VERB
cana-1804	129	18	by	by	ADP
cana-1804	129	19	developing	develop	VERB
cana-1804	129	20	and	and	CCONJ
cana-1804	129	21	analyzing	analyze	VERB
cana-1804	129	22	the	the	DET
cana-1804	129	23	hybrid	hybrid	ADJ
cana-1804	129	24	stochastic	stochastic	ADJ
cana-1804	129	25	deterministic	deterministic	NOUN
cana-1804	129	26	(	(	PUNCT
cana-1804	129	27	hsd	hsd	NOUN
cana-1804	129	28	)	)	PUNCT
cana-1804	129	29	integration	integration	NOUN
cana-1804	129	30	model	model	NOUN
cana-1804	129	31	[	[	X
cana-1804	129	32	3,11	3,11	NOUN
cana-1804	129	33	]	]	X
cana-1804	129	34	.	.	PUNCT
cana-1804	130	1	by	by	ADP
cana-1804	130	2	incorporating	incorporate	VERB
cana-1804	130	3	principles	principle	NOUN
cana-1804	130	4	from	from	ADP
cana-1804	130	5	epidemiology	epidemiology	NOUN
cana-1804	130	6	and	and	CCONJ
cana-1804	130	7	network	network	NOUN
cana-1804	130	8	science	science	NOUN
cana-1804	130	9	,	,	PUNCT
cana-1804	130	10	we	we	PRON
cana-1804	130	11	have	have	AUX
cana-1804	130	12	effectively	effectively	ADV
cana-1804	130	13	simulated	simulate	VERB
cana-1804	130	14	how	how	SCONJ
cana-1804	130	15	misinformation	misinformation	NOUN
cana-1804	130	16	moves	move	NOUN
cana-1804	130	17	and	and	CCONJ
cana-1804	130	18	recovers	recover	NOUN
cana-1804	130	19	[	[	X
cana-1804	130	20	15,26	15,26	NOUN
cana-1804	130	21	]	]	PUNCT
cana-1804	130	22	.	.	PUNCT
cana-1804	131	1	is	be	AUX
cana-1804	131	2	managed	manage	VERB
cana-1804	131	3	within	within	ADP
cana-1804	131	4	social	social	ADJ
cana-1804	131	5	settings	setting	NOUN
cana-1804	131	6	.	.	PUNCT
cana-1804	132	1	we	we	PRON
cana-1804	132	2	've	have	AUX
cana-1804	132	3	found	find	VERB
cana-1804	132	4	many	many	ADJ
cana-1804	132	5	factors	factor	NOUN
cana-1804	132	6	that	that	PRON
cana-1804	132	7	affect	affect	VERB
cana-1804	132	8	the	the	DET
cana-1804	132	9	spread	spread	NOUN
cana-1804	132	10	of	of	ADP
cana-1804	132	11	misinformation	misinformation	NOUN
cana-1804	132	12	through	through	ADP
cana-1804	132	13	simulations	simulation	NOUN
cana-1804	132	14	and	and	CCONJ
cana-1804	132	15	sensitivity	sensitivity	NOUN
cana-1804	132	16	analysis	analysis	NOUN
cana-1804	132	17	.	.	PUNCT
cana-1804	133	1	these	these	PRON
cana-1804	133	2	include	include	VERB
cana-1804	133	3	transmission	transmission	NOUN
cana-1804	133	4	rates	rate	NOUN
cana-1804	133	5	,	,	PUNCT
cana-1804	133	6	recovery	recovery	NOUN
cana-1804	133	7	rates	rate	NOUN
cana-1804	133	8	,	,	PUNCT
cana-1804	133	9	the	the	DET
cana-1804	133	10	number	number	NOUN
cana-1804	133	11	of	of	ADP
cana-1804	133	12	initial	initial	ADJ
cana-1804	133	13	spreaders	spreader	NOUN
cana-1804	133	14	,	,	PUNCT
cana-1804	133	15	and	and	CCONJ
cana-1804	133	16	the	the	DET
cana-1804	133	17	structure	structure	NOUN
cana-1804	133	18	of	of	ADP
cana-1804	133	19	the	the	DET
cana-1804	133	20	network	network	NOUN
cana-1804	133	21	[	[	X
cana-1804	133	22	9,25	9,25	X
cana-1804	133	23	]	]	X
cana-1804	133	24	.	.	PUNCT
cana-1804	134	1	our	our	PRON
cana-1804	134	2	results	result	NOUN
cana-1804	134	3	highlight	highlight	VERB
cana-1804	134	4	the	the	DET
cana-1804	134	5	value	value	NOUN
cana-1804	134	6	of	of	ADP
cana-1804	134	7	blending	blend	VERB
cana-1804	134	8	stochastic	stochastic	ADJ
cana-1804	134	9	elements	element	NOUN
cana-1804	134	10	using	use	VERB
cana-1804	134	11	methods	method	NOUN
cana-1804	134	12	like	like	ADP
cana-1804	134	13	the	the	DET
cana-1804	134	14	gillespie	gillespie	PROPN
cana-1804	134	15	algorithm	algorithm	NOUN
cana-1804	134	16	to	to	PART
cana-1804	134	17	capture	capture	VERB
cana-1804	134	18	the	the	DET
cana-1804	134	19	nature	nature	NOUN
cana-1804	134	20	of	of	ADP
cana-1804	134	21	interactions	interaction	NOUN
cana-1804	134	22	in	in	ADP
cana-1804	134	23	spreading	spread	VERB
cana-1804	134	24	misinformation	misinformation	NOUN
cana-1804	134	25	[	[	X
cana-1804	134	26	10,12	10,12	NUM
cana-1804	134	27	]	]	PUNCT
cana-1804	134	28	.	.	PUNCT
cana-1804	135	1	we	we	PRON
cana-1804	135	2	were	be	AUX
cana-1804	135	3	able	able	ADJ
cana-1804	135	4	to	to	PART
cana-1804	135	5	recreate	recreate	VERB
cana-1804	135	6	situations	situation	NOUN
cana-1804	135	7	in	in	ADP
cana-1804	135	8	which	which	PRON
cana-1804	135	9	false	false	ADJ
cana-1804	135	10	information	information	NOUN
cana-1804	135	11	spreads	spread	VERB
cana-1804	135	12	using	use	VERB
cana-1804	135	13	a	a	DET
cana-1804	135	14	mix	mix	NOUN
cana-1804	135	15	of	of	ADP
cana-1804	135	16	random	random	ADJ
cana-1804	135	17	and	and	CCONJ
cana-1804	135	18	planned	plan	VERB
cana-1804	135	19	methods	method	NOUN
cana-1804	135	20	for	for	ADP
cana-1804	135	21	integration	integration	NOUN
cana-1804	135	22	(	(	PUNCT
cana-1804	135	23	euler	euler	NOUN
cana-1804	135	24	scheme	scheme	NOUN
cana-1804	135	25	)	)	PUNCT
cana-1804	136	1	[	[	X
cana-1804	136	2	18,21	18,21	NUM
cana-1804	136	3	]	]	PUNCT
cana-1804	136	4	.	.	PUNCT
cana-1804	137	1	the	the	DET
cana-1804	137	2	hybrid	hybrid	ADJ
cana-1804	137	3	approach	approach	NOUN
cana-1804	137	4	,	,	PUNCT
cana-1804	137	5	which	which	PRON
cana-1804	137	6	switches	switch	VERB
cana-1804	137	7	between	between	ADP
cana-1804	137	8	stochastic	stochastic	ADJ
cana-1804	137	9	and	and	CCONJ
cana-1804	137	10	deterministic	deterministic	ADJ
cana-1804	137	11	simulations	simulation	NOUN
cana-1804	137	12	at	at	ADP
cana-1804	137	13	each	each	DET
cana-1804	137	14	time	time	NOUN
cana-1804	137	15	step	step	NOUN
cana-1804	137	16	,	,	PUNCT
cana-1804	137	17	has	have	AUX
cana-1804	137	18	proven	prove	VERB
cana-1804	137	19	crucial	crucial	ADJ
cana-1804	137	20	in	in	ADP
cana-1804	137	21	offering	offer	VERB
cana-1804	137	22	nuanced	nuanced	ADJ
cana-1804	137	23	insights	insight	NOUN
cana-1804	137	24	into	into	ADP
cana-1804	137	25	both	both	CCONJ
cana-1804	137	26	the	the	DET
cana-1804	137	27	dissemination	dissemination	NOUN
cana-1804	137	28	and	and	CCONJ
cana-1804	137	29	management	management	NOUN
cana-1804	137	30	of	of	ADP
cana-1804	137	31	misinformation	misinformation	NOUN
cana-1804	137	32	[	[	X
cana-1804	137	33	14,27	14,27	NUM
cana-1804	137	34	]	]	PUNCT
cana-1804	137	35	.	.	PUNCT
cana-1804	138	1	furthermore	furthermore	ADV
cana-1804	138	2	,	,	PUNCT
cana-1804	138	3	our	our	PRON
cana-1804	138	4	study	study	NOUN
cana-1804	138	5	emphasizes	emphasize	VERB
cana-1804	138	6	the	the	DET
cana-1804	138	7	importance	importance	NOUN
cana-1804	138	8	of	of	ADP
cana-1804	138	9	considering	consider	VERB
cana-1804	138	10	conditions	condition	NOUN
cana-1804	138	11	and	and	CCONJ
cana-1804	138	12	boundary	boundary	ADJ
cana-1804	138	13	settings	setting	NOUN
cana-1804	138	14	when	when	SCONJ
cana-1804	138	15	accurately	accurately	ADV
cana-1804	138	16	initiating	initiate	VERB
cana-1804	138	17	and	and	CCONJ
cana-1804	138	18	modeling	model	VERB
cana-1804	138	19	misinformation	misinformation	NOUN
cana-1804	138	20	dynamics	dynamic	NOUN
cana-1804	138	21	[	[	X
cana-1804	138	22	5,20	5,20	NUM
cana-1804	138	23	]	]	PUNCT
cana-1804	138	24	.	.	PUNCT
cana-1804	139	1	references	reference	NOUN
cana-1804	139	2	1	1	NUM
cana-1804	139	3	.	.	PUNCT
cana-1804	140	1	akhmet	akhmet	PROPN
cana-1804	140	2	,	,	PUNCT
cana-1804	140	3	m.	m.	NOUN
cana-1804	140	4	u.	u.	PROPN
cana-1804	140	5	,	,	PUNCT
cana-1804	140	6	&	&	CCONJ
cana-1804	140	7	suragan	suragan	PROPN
cana-1804	140	8	,	,	PUNCT
cana-1804	140	9	d.	d.	PROPN
cana-1804	140	10	(	(	PUNCT
cana-1804	140	11	2020	2020	NUM
cana-1804	140	12	)	)	PUNCT
cana-1804	140	13	.	.	PUNCT
cana-1804	141	1	*	*	PUNCT
cana-1804	141	2	introduction	introduction	NOUN
cana-1804	141	3	to	to	ADP
cana-1804	141	4	fractional	fractional	ADJ
cana-1804	141	5	calculus	calculus	NOUN
cana-1804	141	6	*	*	NOUN
cana-1804	141	7	.	.	PUNCT
cana-1804	142	1	springer	springer	NOUN
cana-1804	142	2	nature	nature	NOUN
cana-1804	142	3	.	.	PUNCT
cana-1804	143	1	2	2	X
cana-1804	143	2	.	.	X
cana-1804	143	3	anderson	anderson	PROPN
cana-1804	143	4	,	,	PUNCT
cana-1804	143	5	r.	r.	PROPN
cana-1804	143	6	m.	m.	PROPN
cana-1804	143	7	,	,	PUNCT
cana-1804	143	8	&	&	CCONJ
cana-1804	143	9	may	may	AUX
cana-1804	143	10	,	,	PUNCT
cana-1804	143	11	r.	r.	PROPN
cana-1804	143	12	m.	m.	PROPN
cana-1804	143	13	(	(	PUNCT
cana-1804	143	14	1992	1992	NUM
cana-1804	143	15	)	)	PUNCT
cana-1804	143	16	.	.	PUNCT
cana-1804	144	1	*	*	PUNCT
cana-1804	144	2	infectious	infectious	ADJ
cana-1804	144	3	diseases	disease	NOUN
cana-1804	144	4	of	of	ADP
cana-1804	144	5	humans	human	NOUN
cana-1804	144	6	:	:	PUNCT
cana-1804	144	7	dynamics	dynamic	NOUN
cana-1804	144	8	and	and	CCONJ
cana-1804	144	9	control	control	NOUN
cana-1804	144	10	*	*	PUNCT
cana-1804	144	11	.	.	PUNCT
cana-1804	145	1	oxford	oxford	PROPN
cana-1804	145	2	university	university	PROPN
cana-1804	145	3	press	press	NOUN
cana-1804	145	4	.	.	PUNCT
cana-1804	146	1	3	3	X
cana-1804	146	2	.	.	X
cana-1804	146	3	barabási	barabási	NOUN
cana-1804	146	4	,	,	PUNCT
cana-1804	146	5	a.	a.	PROPN
cana-1804	146	6	l.	l.	PROPN
cana-1804	146	7	,	,	PUNCT
cana-1804	146	8	&	&	CCONJ
cana-1804	146	9	albert	albert	PROPN
cana-1804	146	10	,	,	PUNCT
cana-1804	146	11	r.	r.	PROPN
cana-1804	146	12	(	(	PUNCT
cana-1804	146	13	1999	1999	NUM
cana-1804	146	14	)	)	PUNCT
cana-1804	146	15	.	.	PUNCT
cana-1804	147	1	emergence	emergence	NOUN
cana-1804	147	2	of	of	ADP
cana-1804	147	3	scaling	scale	VERB
cana-1804	147	4	in	in	ADP
cana-1804	147	5	random	random	ADJ
cana-1804	147	6	networks	network	NOUN
cana-1804	147	7	.	.	PUNCT
cana-1804	148	1	*	*	PUNCT
cana-1804	148	2	science	science	NOUN
cana-1804	148	3	*	*	SYM
cana-1804	148	4	,	,	PUNCT
cana-1804	148	5	286(5439	286(5439	NUM
cana-1804	148	6	)	)	PUNCT
cana-1804	148	7	,	,	PUNCT
cana-1804	148	8	509	509	NUM
cana-1804	148	9	-	-	SYM
cana-1804	148	10	512	512	NUM
cana-1804	148	11	.	.	PUNCT
cana-1804	149	1	https://doi.org/10.1126/science.286.5439.509	https://doi.org/10.1126/science.286.5439.509	NOUN
cana-1804	149	2	.	.	NOUN
cana-1804	150	1	4	4	NUM
cana-1804	150	2	.	.	X
cana-1804	150	3	bessi	bessi	PROPN
cana-1804	150	4	,	,	PUNCT
cana-1804	150	5	a.	a.	NOUN
cana-1804	150	6	,	,	PUNCT
cana-1804	150	7	coletto	coletto	NOUN
cana-1804	150	8	,	,	PUNCT
cana-1804	150	9	m.	m.	NOUN
cana-1804	150	10	,	,	PUNCT
cana-1804	150	11	davidescu	davidescu	PROPN
cana-1804	150	12	,	,	PUNCT
cana-1804	150	13	g.	g.	PROPN
cana-1804	150	14	a.	a.	PROPN
cana-1804	150	15	,	,	PUNCT
cana-1804	150	16	scala	scala	PROPN
cana-1804	150	17	,	,	PUNCT
cana-1804	150	18	a.	a.	PROPN
cana-1804	150	19	,	,	PUNCT
cana-1804	150	20	caldarelli	caldarelli	PROPN
cana-1804	150	21	,	,	PUNCT
cana-1804	150	22	g.	g.	PROPN
cana-1804	150	23	,	,	PUNCT
cana-1804	150	24	&	&	CCONJ
cana-1804	150	25	quattrociocchi	quattrociocchi	ADJ
cana-1804	150	26	,	,	PUNCT
cana-1804	150	27	w.	w.	PROPN
cana-1804	150	28	(	(	PUNCT
cana-1804	150	29	2015	2015	NUM
cana-1804	150	30	)	)	PUNCT
cana-1804	150	31	.	.	PUNCT
cana-1804	151	1	science	science	NOUN
cana-1804	151	2	vs	vs	ADP
cana-1804	151	3	conspiracy	conspiracy	NOUN
cana-1804	151	4	:	:	PUNCT
cana-1804	151	5	collective	collective	ADJ
cana-1804	151	6	narratives	narrative	NOUN
cana-1804	151	7	in	in	ADP
cana-1804	151	8	the	the	DET
cana-1804	151	9	age	age	NOUN
cana-1804	151	10	of	of	ADP
cana-1804	151	11	misinformation	misinformation	NOUN
cana-1804	151	12	.	.	PUNCT
cana-1804	152	1	*	*	PUNCT
cana-1804	152	2	plos	plos	PROPN
cana-1804	152	3	one	one	PROPN
cana-1804	152	4	*	*	PROPN
cana-1804	152	5	,	,	PUNCT
cana-1804	152	6	10(2	10(2	NUM
cana-1804	152	7	)	)	PUNCT
cana-1804	152	8	,	,	PUNCT
cana-1804	152	9	e0118093	e0118093	NOUN
cana-1804	152	10	.	.	PUNCT
cana-1804	153	1	5	5	NUM
cana-1804	153	2	.	.	X
cana-1804	153	3	borge	borge	NOUN
cana-1804	153	4	-	-	PUNCT
cana-1804	153	5	holthoefer	holthoefer	NOUN
cana-1804	153	6	,	,	PUNCT
cana-1804	153	7	j.	j.	PROPN
cana-1804	153	8	,	,	PUNCT
cana-1804	153	9	rivera	rivera	PROPN
cana-1804	153	10	,	,	PUNCT
cana-1804	153	11	m.	m.	NOUN
cana-1804	153	12	,	,	PUNCT
cana-1804	153	13	&	&	CCONJ
cana-1804	153	14	moreno	moreno	PROPN
cana-1804	153	15	,	,	PUNCT
cana-1804	153	16	y.	y.	PROPN
cana-1804	153	17	(	(	PUNCT
cana-1804	153	18	2019	2019	NUM
cana-1804	153	19	)	)	PUNCT
cana-1804	153	20	.	.	PUNCT
cana-1804	154	1	the	the	DET
cana-1804	154	2	role	role	NOUN
cana-1804	154	3	of	of	ADP
cana-1804	154	4	network	network	NOUN
cana-1804	154	5	structure	structure	NOUN
cana-1804	154	6	in	in	ADP
cana-1804	154	7	the	the	DET
cana-1804	154	8	spread	spread	NOUN
cana-1804	154	9	of	of	ADP
cana-1804	154	10	misinformation	misinformation	NOUN
cana-1804	154	11	.	.	PUNCT
cana-1804	155	1	*	*	PUNCT
cana-1804	155	2	scientific	scientific	ADJ
cana-1804	155	3	reports	report	NOUN
cana-1804	155	4	*	*	NOUN
cana-1804	155	5	,	,	PUNCT
cana-1804	155	6	9(1	9(1	NUM
cana-1804	155	7	)	)	PUNCT
cana-1804	155	8	,	,	PUNCT
cana-1804	155	9	15756	15756	NUM
cana-1804	155	10	.	.	PUNCT
cana-1804	156	1	https://doi.org/10.1038/s41598-019-52247-4	https://doi.org/10.1038/s41598-019-52247-4	NUM
cana-1804	156	2	.	.	PUNCT
cana-1804	157	1	6	6	NUM
cana-1804	157	2	.	.	X
cana-1804	157	3	butcher	butcher	NOUN
cana-1804	157	4	,	,	PUNCT
cana-1804	157	5	j.	j.	PROPN
cana-1804	157	6	c.	c.	PROPN
cana-1804	157	7	(	(	PUNCT
cana-1804	157	8	2003	2003	NUM
cana-1804	157	9	)	)	PUNCT
cana-1804	157	10	.	.	PUNCT
cana-1804	158	1	*	*	PUNCT
cana-1804	158	2	numerical	numerical	ADJ
cana-1804	158	3	methods	method	NOUN
cana-1804	158	4	for	for	ADP
cana-1804	158	5	ordinary	ordinary	ADJ
cana-1804	158	6	differential	differential	ADJ
cana-1804	158	7	equations	equation	NOUN
cana-1804	158	8	:	:	PUNCT
cana-1804	158	9	initial	initial	ADJ
cana-1804	158	10	value	value	NOUN
cana-1804	158	11	problems	problem	NOUN
cana-1804	158	12	*	*	PUNCT
cana-1804	158	13	.	.	PUNCT
cana-1804	159	1	wiley	wiley	PROPN
cana-1804	159	2	.	.	PUNCT
cana-1804	160	1	7	7	X
cana-1804	160	2	.	.	X
cana-1804	160	3	cinelli	cinelli	PROPN
cana-1804	160	4	,	,	PUNCT
cana-1804	160	5	m.	m.	NOUN
cana-1804	160	6	,	,	PUNCT
cana-1804	160	7	quattrociocchi	quattrociocchi	ADJ
cana-1804	160	8	,	,	PUNCT
cana-1804	160	9	w.	w.	NOUN
cana-1804	160	10	,	,	PUNCT
cana-1804	160	11	galeazzi	galeazzi	NOUN
cana-1804	160	12	,	,	PUNCT
cana-1804	160	13	a.	a.	NOUN
cana-1804	160	14	,	,	PUNCT
cana-1804	160	15	valensise	valensise	NOUN
cana-1804	160	16	,	,	PUNCT
cana-1804	160	17	c.	c.	PROPN
cana-1804	160	18	m.	m.	NOUN
cana-1804	160	19	,	,	PUNCT
cana-1804	160	20	brugnoli	brugnoli	PROPN
cana-1804	160	21	,	,	PUNCT
cana-1804	160	22	e.	e.	PROPN
cana-1804	160	23	,	,	PUNCT
cana-1804	160	24	schmidt	schmidt	PROPN
cana-1804	160	25	,	,	PUNCT
cana-1804	160	26	a.	a.	PROPN
cana-1804	160	27	l.	l.	PROPN
cana-1804	160	28	,	,	PUNCT
cana-1804	160	29	zola	zola	PROPN
cana-1804	160	30	,	,	PUNCT
cana-1804	160	31	p.	p.	PROPN
cana-1804	160	32	,	,	PUNCT
cana-1804	160	33	zollo	zollo	PROPN
cana-1804	160	34	,	,	PUNCT
cana-1804	160	35	f.	f.	PROPN
cana-1804	160	36	,	,	PUNCT
cana-1804	160	37	&	&	CCONJ
cana-1804	160	38	scala	scala	PROPN
cana-1804	160	39	,	,	PUNCT
cana-1804	160	40	a.	a.	NOUN
cana-1804	160	41	(	(	PUNCT
cana-1804	160	42	2020	2020	NUM
cana-1804	160	43	)	)	PUNCT
cana-1804	160	44	.	.	PUNCT
cana-1804	161	1	the	the	DET
cana-1804	161	2	covid-19	covid-19	PROPN
cana-1804	161	3	social	social	ADJ
cana-1804	161	4	media	medium	NOUN
cana-1804	161	5	infodemic	infodemic	ADJ
cana-1804	161	6	.	.	PUNCT
cana-1804	162	1	*	*	PUNCT
cana-1804	162	2	scientific	scientific	ADJ
cana-1804	162	3	reports	report	NOUN
cana-1804	162	4	*	*	NOUN
cana-1804	162	5	,	,	PUNCT
cana-1804	162	6	10(1	10(1	NUM
cana-1804	162	7	)	)	PUNCT
cana-1804	162	8	,	,	PUNCT
cana-1804	162	9	1	1	NUM
cana-1804	162	10	-	-	SYM
cana-1804	162	11	10	10	NUM
cana-1804	162	12	.	.	PUNCT
cana-1804	163	1	https://doi.org/10.1038/s41598-020-73510-5	https://doi.org/10.1038/s41598-020-73510-5	NUM
cana-1804	163	2	.	.	PUNCT
cana-1804	164	1	8	8	NUM
cana-1804	164	2	.	.	PUNCT
cana-1804	165	1	cintron	cintron	NOUN
cana-1804	165	2	-	-	PUNCT
cana-1804	165	3	arias	arias	PROPN
cana-1804	165	4	,	,	PUNCT
cana-1804	165	5	a.	a.	NOUN
cana-1804	165	6	,	,	PUNCT
cana-1804	165	7	nehme	nehme	ADV
cana-1804	165	8	,	,	PUNCT
cana-1804	165	9	m.	m.	NOUN
cana-1804	165	10	,	,	PUNCT
cana-1804	165	11	sinha	sinha	PROPN
cana-1804	165	12	,	,	PUNCT
cana-1804	165	13	s.	s.	PROPN
cana-1804	165	14	,	,	PUNCT
cana-1804	165	15	&	&	CCONJ
cana-1804	165	16	pan	pan	PROPN
cana-1804	165	17	,	,	PUNCT
cana-1804	165	18	j.	j.	PROPN
cana-1804	165	19	(	(	PUNCT
cana-1804	165	20	2022	2022	NUM
cana-1804	165	21	)	)	PUNCT
cana-1804	165	22	.	.	PUNCT
cana-1804	166	1	a	a	DET
cana-1804	166	2	differential	differential	ADJ
cana-1804	166	3	epidemic	epidemic	NOUN
cana-1804	166	4	model	model	NOUN
cana-1804	166	5	for	for	ADP
cana-1804	166	6	information	information	NOUN
cana-1804	166	7	,	,	PUNCT
cana-1804	166	8	misinformation	misinformation	NOUN
cana-1804	166	9	,	,	PUNCT
cana-1804	166	10	and	and	CCONJ
cana-1804	166	11	disinformation	disinformation	NOUN
cana-1804	166	12	in	in	ADP
cana-1804	166	13	online	online	ADJ
cana-1804	166	14	social	social	ADJ
cana-1804	166	15	networks	network	NOUN
cana-1804	166	16	:	:	PUNCT
cana-1804	166	17	covid-19	covid-19	PROPN
cana-1804	166	18	vaccination	vaccination	NOUN
cana-1804	166	19	.	.	PUNCT
cana-1804	167	1	*	*	PUNCT
cana-1804	167	2	bulletin	bulletin	NOUN
cana-1804	167	3	of	of	ADP
cana-1804	167	4	mathematical	mathematical	ADJ
cana-1804	167	5	biology	biology	NOUN
cana-1804	167	6	*	*	SYM
cana-1804	167	7	,	,	PUNCT
cana-1804	167	8	84(3	84(3	NUM
cana-1804	167	9	)	)	PUNCT
cana-1804	167	10	,	,	PUNCT
cana-1804	167	11	1	1	NUM
cana-1804	167	12	-	-	SYM
cana-1804	167	13	24	24	NUM
cana-1804	167	14	.	.	PUNCT
cana-1804	167	15	https://doi.org/10.1007/s11538-022-01001-9	https://doi.org/10.1007/s11538-022-01001-9	NUM
cana-1804	167	16	.	.	PUNCT
cana-1804	168	1	9	9	X
cana-1804	168	2	.	.	X
cana-1804	168	3	diethelm	diethelm	PROPN
cana-1804	168	4	,	,	PUNCT
cana-1804	168	5	k.	k.	PROPN
cana-1804	168	6	,	,	PUNCT
cana-1804	168	7	&	&	CCONJ
cana-1804	168	8	freed	free	VERB
cana-1804	168	9	,	,	PUNCT
cana-1804	168	10	a.	a.	PROPN
cana-1804	168	11	d.	d.	PROPN
cana-1804	168	12	(	(	PUNCT
cana-1804	168	13	2002	2002	NUM
cana-1804	168	14	)	)	PUNCT
cana-1804	168	15	.	.	PUNCT
cana-1804	169	1	on	on	ADP
cana-1804	169	2	the	the	DET
cana-1804	169	3	quality	quality	NOUN
cana-1804	169	4	of	of	ADP
cana-1804	169	5	predictor	predictor	NOUN
cana-1804	169	6	-	-	PUNCT
cana-1804	169	7	corrector	corrector	NOUN
cana-1804	169	8	methods	method	NOUN
cana-1804	169	9	for	for	ADP
cana-1804	169	10	hamiltonian	hamiltonian	ADJ
cana-1804	169	11	systems	system	NOUN
cana-1804	169	12	with	with	ADP
cana-1804	169	13	oscillatory	oscillatory	ADJ
cana-1804	169	14	solutions	solution	NOUN
cana-1804	169	15	.	.	PUNCT
cana-1804	170	1	*	*	PUNCT
cana-1804	170	2	nonlinearity	nonlinearity	NOUN
cana-1804	170	3	*	*	SYM
cana-1804	170	4	,	,	PUNCT
cana-1804	170	5	15(4	15(4	NUM
cana-1804	170	6	)	)	PUNCT
cana-1804	170	7	,	,	PUNCT
cana-1804	170	8	1235	1235	NUM
cana-1804	170	9	-	-	SYM
cana-1804	170	10	1254	1254	NUM
cana-1804	170	11	.	.	PUNCT
cana-1804	171	1	https://doi.org/10.1088/0951-7715/15/4/310	https://doi.org/10.1088/0951-7715/15/4/310	PROPN
cana-1804	171	2	.	.	PUNCT
cana-1804	172	1	10	10	NUM
cana-1804	172	2	.	.	X
cana-1804	172	3	gillespie	gillespie	PROPN
cana-1804	172	4	,	,	PUNCT
cana-1804	172	5	d.	d.	PROPN
cana-1804	172	6	t.	t.	PROPN
cana-1804	172	7	(	(	PUNCT
cana-1804	172	8	1977	1977	NUM
cana-1804	172	9	)	)	PUNCT
cana-1804	172	10	.	.	PUNCT
cana-1804	173	1	exact	exact	ADJ
cana-1804	173	2	stochastic	stochastic	ADJ
cana-1804	173	3	simulation	simulation	NOUN
cana-1804	173	4	of	of	ADP
cana-1804	173	5	coupled	couple	VERB
cana-1804	173	6	chemical	chemical	NOUN
cana-1804	173	7	reactions	reaction	NOUN
cana-1804	173	8	.	.	PUNCT
cana-1804	174	1	*	*	PUNCT
cana-1804	174	2	the	the	DET
cana-1804	174	3	journal	journal	NOUN
cana-1804	174	4	of	of	ADP
cana-1804	174	5	physical	physical	ADJ
cana-1804	174	6	chemistry	chemistry	NOUN
cana-1804	174	7	*	*	PUNCT
cana-1804	174	8	,	,	PUNCT
cana-1804	174	9	81(25	81(25	NUM
cana-1804	174	10	)	)	PUNCT
cana-1804	174	11	,	,	PUNCT
cana-1804	174	12	2340	2340	NUM
cana-1804	174	13	-	-	SYM
cana-1804	174	14	2361	2361	NUM
cana-1804	174	15	.	.	PUNCT
cana-1804	175	1	https://doi.org/10.1021/j100540a008	https://doi.org/10.1021/j100540a008	NOUN
cana-1804	175	2	.	.	PUNCT
cana-1804	176	1	11	11	NUM
cana-1804	176	2	.	.	X
cana-1804	176	3	gillespie	gillespie	PROPN
cana-1804	176	4	,	,	PUNCT
cana-1804	176	5	d.	d.	PROPN
cana-1804	176	6	t.	t.	PROPN
cana-1804	176	7	(	(	PUNCT
cana-1804	176	8	2007	2007	NUM
cana-1804	176	9	)	)	PUNCT
cana-1804	176	10	.	.	PUNCT
cana-1804	177	1	stochastic	stochastic	ADJ
cana-1804	177	2	simulation	simulation	NOUN
cana-1804	177	3	of	of	ADP
cana-1804	177	4	chemical	chemical	ADJ
cana-1804	177	5	kinetics	kinetic	NOUN
cana-1804	177	6	.	.	PUNCT
cana-1804	178	1	*	*	PUNCT
cana-1804	178	2	annual	annual	ADJ
cana-1804	178	3	review	review	NOUN
cana-1804	178	4	of	of	ADP
cana-1804	178	5	physical	physical	ADJ
cana-1804	178	6	chemistry	chemistry	NOUN
cana-1804	178	7	*	*	PUNCT
cana-1804	178	8	,	,	PUNCT
cana-1804	178	9	58	58	NUM
cana-1804	178	10	,	,	PUNCT
cana-1804	178	11	3555	3555	NUM
cana-1804	178	12	.	.	PUNCT
cana-1804	179	1	https://doi.org/10.1146/annurev.physchem.58.032806.104637	https://doi.org/10.1146/annurev.physchem.58.032806.104637	NOUN
cana-1804	179	2	.	.	PROPN
cana-1804	179	3	12	12	NUM
cana-1804	179	4	.	.	PUNCT
cana-1804	180	1	giordano	giordano	PROPN
cana-1804	180	2	,	,	PUNCT
cana-1804	180	3	c.	c.	PROPN
cana-1804	180	4	,	,	PUNCT
cana-1804	180	5	&	&	CCONJ
cana-1804	180	6	topputo	topputo	NOUN
cana-1804	180	7	,	,	PUNCT
cana-1804	180	8	f.	f.	PROPN
cana-1804	180	9	(	(	PUNCT
cana-1804	180	10	2017	2017	NUM
cana-1804	180	11	)	)	PUNCT
cana-1804	180	12	.	.	PUNCT
cana-1804	181	1	a	a	DET
cana-1804	181	2	hybrid	hybrid	ADJ
cana-1804	181	3	stochastic	stochastic	NOUN
cana-1804	181	4	-	-	PUNCT
cana-1804	181	5	deterministic	deterministic	ADJ
cana-1804	181	6	integrator	integrator	NOUN
cana-1804	181	7	for	for	ADP
cana-1804	181	8	spacecraft	spacecraft	NOUN
cana-1804	181	9	dynamics	dynamic	NOUN
cana-1804	181	10	with	with	ADP
cana-1804	181	11	uncertainty	uncertainty	NOUN
cana-1804	181	12	.	.	PUNCT
cana-1804	182	1	*	*	NOUN
cana-1804	182	2	proceedings	proceeding	NOUN
cana-1804	182	3	of	of	ADP
cana-1804	182	4	the	the	DET
cana-1804	182	5	2017	2017	NUM
cana-1804	182	6	aas	aas	PROPN
cana-1804	182	7	/	/	SYM
cana-1804	182	8	aiaa	aiaa	PROPN
cana-1804	182	9	astrodynamics	astrodynamics	PROPN
cana-1804	182	10	specialist	specialist	PROPN
cana-1804	182	11	conference	conference	PROPN
cana-1804	182	12	*	*	PROPN
cana-1804	182	13	.	.	PROPN
cana-1804	183	1	13	13	NUM
cana-1804	183	2	.	.	PUNCT
cana-1804	183	3	grinberg	grinberg	PROPN
cana-1804	183	4	,	,	PUNCT
cana-1804	183	5	n.	n.	PROPN
cana-1804	183	6	,	,	PUNCT
cana-1804	183	7	joseph	joseph	PROPN
cana-1804	183	8	,	,	PUNCT
cana-1804	183	9	k.	k.	PROPN
cana-1804	183	10	,	,	PUNCT
cana-1804	183	11	friedland	friedland	PROPN
cana-1804	183	12	,	,	PUNCT
cana-1804	183	13	l.	l.	PROPN
cana-1804	183	14	,	,	PUNCT
cana-1804	183	15	swire	swire	NOUN
cana-1804	183	16	-	-	PUNCT
cana-1804	183	17	thompson	thompson	PROPN
cana-1804	183	18	,	,	PUNCT
cana-1804	183	19	b.	b.	PROPN
cana-1804	183	20	,	,	PUNCT
cana-1804	183	21	&	&	CCONJ
cana-1804	183	22	lazer	lazer	PROPN
cana-1804	183	23	,	,	PUNCT
cana-1804	183	24	d.	d.	PROPN
cana-1804	183	25	(	(	PUNCT
cana-1804	183	26	2019	2019	NUM
cana-1804	183	27	)	)	PUNCT
cana-1804	183	28	.	.	PUNCT
cana-1804	184	1	fake	fake	ADJ
cana-1804	184	2	news	news	NOUN
cana-1804	184	3	on	on	ADP
cana-1804	184	4	twitter	twitter	NOUN
cana-1804	184	5	during	during	ADP
cana-1804	184	6	the	the	DET
cana-1804	184	7	2016	2016	NUM
cana-1804	184	8	us	us	PROPN
cana-1804	184	9	presidential	presidential	ADJ
cana-1804	184	10	election	election	NOUN
cana-1804	184	11	.	.	PUNCT
cana-1804	185	1	*	*	PUNCT
cana-1804	185	2	science	science	NOUN
cana-1804	185	3	*	*	NOUN
cana-1804	185	4	,	,	PUNCT
cana-1804	185	5	363(6425	363(6425	NUM
cana-1804	185	6	)	)	PUNCT
cana-1804	185	7	,	,	PUNCT
cana-1804	185	8	374	374	NUM
cana-1804	185	9	-	-	SYM
cana-1804	185	10	378	378	NUM
cana-1804	185	11	.	.	PUNCT
cana-1804	186	1	https://doi.org/10.1126/science.aau2706	https://doi.org/10.1126/science.aau2706	PROPN
cana-1804	186	2	.	.	PROPN
cana-1804	186	3	14	14	NUM
cana-1804	186	4	.	.	PUNCT
cana-1804	187	1	guess	guess	NOUN
cana-1804	187	2	,	,	PUNCT
cana-1804	187	3	a.	a.	NOUN
cana-1804	187	4	m.	m.	NOUN
cana-1804	187	5	,	,	PUNCT
cana-1804	187	6	nyhan	nyhan	PROPN
cana-1804	187	7	,	,	PUNCT
cana-1804	187	8	b.	b.	PROPN
cana-1804	187	9	,	,	PUNCT
cana-1804	187	10	&	&	CCONJ
cana-1804	187	11	reifler	reifler	PROPN
cana-1804	187	12	,	,	PUNCT
cana-1804	187	13	j.	j.	PROPN
cana-1804	187	14	(	(	PUNCT
cana-1804	187	15	2020	2020	NUM
cana-1804	187	16	)	)	PUNCT
cana-1804	187	17	.	.	PUNCT
cana-1804	188	1	exposure	exposure	NOUN
cana-1804	188	2	to	to	ADP
cana-1804	188	3	fake	fake	ADJ
cana-1804	188	4	news	news	NOUN
cana-1804	188	5	during	during	ADP
cana-1804	188	6	the	the	DET
cana-1804	188	7	2016	2016	NUM
cana-1804	188	8	us	us	PROPN
cana-1804	188	9	presidential	presidential	ADJ
cana-1804	188	10	election	election	NOUN
cana-1804	188	11	.	.	PUNCT
cana-1804	189	1	*	*	PUNCT
cana-1804	189	2	nature	nature	NOUN
cana-1804	189	3	human	human	ADJ
cana-1804	189	4	behaviour	behaviour	NOUN
cana-1804	189	5	*	*	PROPN
cana-1804	189	6	,	,	PUNCT
cana-1804	189	7	4(5	4(5	PROPN
cana-1804	189	8	)	)	PUNCT
cana-1804	189	9	,	,	PUNCT
cana-1804	189	10	472	472	NUM
cana-1804	189	11	-	-	SYM
cana-1804	189	12	480	480	NUM
cana-1804	189	13	.	.	PUNCT
cana-1804	189	14	https://doi.org/10.1038/s41562-019-0803-5	https://doi.org/10.1038/s41562-019-0803-5	PROPN
cana-1804	189	15	.	.	PUNCT
cana-1804	190	1	communications	communication	NOUN
cana-1804	190	2	on	on	ADP
cana-1804	190	3	applied	apply	VERB
cana-1804	190	4	nonlinear	nonlinear	ADJ
cana-1804	190	5	analysis	analysis	NOUN
cana-1804	190	6	issn	issn	NOUN
cana-1804	190	7	:	:	PUNCT
cana-1804	190	8	1074	1074	NUM
cana-1804	190	9	-	-	PUNCT
cana-1804	190	10	133x	133x	NUM
cana-1804	190	11	vol	vol	NOUN
cana-1804	190	12	32	32	NUM
cana-1804	190	13	no	no	NOUN
cana-1804	190	14	.	.	NOUN
cana-1804	190	15	2	2	NUM
cana-1804	190	16	(	(	PUNCT
cana-1804	190	17	2025	2025	NUM
cana-1804	190	18	)	)	PUNCT
cana-1804	190	19	560	560	NUM
cana-1804	190	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1804	190	21	15	15	NUM
cana-1804	190	22	.	.	PUNCT
cana-1804	191	1	higham	higham	PROPN
cana-1804	191	2	,	,	PUNCT
cana-1804	191	3	d.	d.	PROPN
cana-1804	191	4	j.	j.	PROPN
cana-1804	191	5	(	(	PUNCT
cana-1804	191	6	2001	2001	NUM
cana-1804	191	7	)	)	PUNCT
cana-1804	191	8	.	.	PUNCT
cana-1804	192	1	an	an	DET
cana-1804	192	2	algorithmic	algorithmic	ADJ
cana-1804	192	3	introduction	introduction	NOUN
cana-1804	192	4	to	to	ADP
cana-1804	192	5	numerical	numerical	ADJ
cana-1804	192	6	simulation	simulation	NOUN
cana-1804	192	7	of	of	ADP
cana-1804	192	8	stochastic	stochastic	ADJ
cana-1804	192	9	differential	differential	ADJ
cana-1804	192	10	equations	equation	NOUN
cana-1804	192	11	.	.	PUNCT
cana-1804	193	1	*	*	PUNCT
cana-1804	193	2	siam	siam	PROPN
cana-1804	193	3	review	review	NOUN
cana-1804	193	4	*	*	NUM
cana-1804	193	5	,	,	PUNCT
cana-1804	193	6	43(3	43(3	NUM
cana-1804	193	7	)	)	PUNCT
cana-1804	193	8	,	,	PUNCT
cana-1804	193	9	525	525	NUM
cana-1804	193	10	-	-	SYM
cana-1804	193	11	546	546	NUM
cana-1804	193	12	.	.	PUNCT
cana-1804	194	1	16	16	NUM
cana-1804	194	2	.	.	PUNCT
cana-1804	195	1	keeling	keeling	PROPN
cana-1804	195	2	,	,	PUNCT
cana-1804	195	3	m.	m.	PROPN
cana-1804	195	4	j.	j.	PROPN
cana-1804	195	5	,	,	PUNCT
cana-1804	195	6	&	&	CCONJ
cana-1804	195	7	rohani	rohani	PROPN
cana-1804	195	8	,	,	PUNCT
cana-1804	195	9	p.	p.	NOUN
cana-1804	195	10	(	(	PUNCT
cana-1804	195	11	2008	2008	NUM
cana-1804	195	12	)	)	PUNCT
cana-1804	195	13	.	.	PUNCT
cana-1804	196	1	*	*	PUNCT
cana-1804	196	2	modeling	model	VERB
cana-1804	196	3	infectious	infectious	ADJ
cana-1804	196	4	diseases	disease	NOUN
cana-1804	196	5	in	in	ADP
cana-1804	196	6	humans	human	NOUN
cana-1804	196	7	and	and	CCONJ
cana-1804	196	8	animals	animal	NOUN
cana-1804	196	9	*	*	PUNCT
cana-1804	196	10	.	.	PUNCT
cana-1804	197	1	princeton	princeton	PROPN
cana-1804	197	2	university	university	PROPN
cana-1804	197	3	press	press	NOUN
cana-1804	197	4	.	.	PUNCT
cana-1804	198	1	17	17	NUM
cana-1804	198	2	.	.	PUNCT
cana-1804	199	1	kermack	kermack	PROPN
cana-1804	199	2	,	,	PUNCT
cana-1804	199	3	w.	w.	PROPN
cana-1804	199	4	o.	o.	PROPN
cana-1804	199	5	,	,	PUNCT
cana-1804	199	6	&	&	CCONJ
cana-1804	199	7	mckendrick	mckendrick	PROPN
cana-1804	199	8	,	,	PUNCT
cana-1804	199	9	a.	a.	NOUN
cana-1804	199	10	g.	g.	PROPN
cana-1804	199	11	(	(	PUNCT
cana-1804	199	12	1927	1927	NUM
cana-1804	199	13	)	)	PUNCT
cana-1804	199	14	.	.	PUNCT
cana-1804	200	1	a	a	DET
cana-1804	200	2	contribution	contribution	NOUN
cana-1804	200	3	to	to	ADP
cana-1804	200	4	the	the	DET
cana-1804	200	5	mathematical	mathematical	ADJ
cana-1804	200	6	theory	theory	NOUN
cana-1804	200	7	of	of	ADP
cana-1804	200	8	epidemics	epidemic	NOUN
cana-1804	200	9	.	.	PUNCT
cana-1804	201	1	*	*	NOUN
cana-1804	201	2	proceedings	proceeding	NOUN
cana-1804	201	3	of	of	ADP
cana-1804	201	4	the	the	DET
cana-1804	201	5	royal	royal	ADJ
cana-1804	201	6	society	society	NOUN
cana-1804	201	7	a	a	PROPN
cana-1804	201	8	*	*	PROPN
cana-1804	201	9	,	,	PUNCT
cana-1804	201	10	115(772	115(772	NUM
cana-1804	201	11	)	)	PUNCT
cana-1804	201	12	,	,	PUNCT
cana-1804	201	13	700	700	NUM
cana-1804	201	14	-	-	SYM
cana-1804	201	15	721	721	NUM
cana-1804	201	16	.	.	PUNCT
cana-1804	201	17	18	18	NUM
cana-1804	201	18	.	.	PUNCT
cana-1804	201	19	kouzy	kouzy	PROPN
cana-1804	201	20	,	,	PUNCT
cana-1804	201	21	r.	r.	PROPN
cana-1804	201	22	,	,	PUNCT
cana-1804	201	23	abi	abi	PROPN
cana-1804	201	24	jaoude	jaoude	PROPN
cana-1804	201	25	,	,	PUNCT
cana-1804	201	26	j.	j.	PROPN
cana-1804	201	27	,	,	PUNCT
cana-1804	201	28	kraitem	kraitem	PROPN
cana-1804	201	29	,	,	PUNCT
cana-1804	201	30	r.	r.	PROPN
cana-1804	201	31	,	,	PUNCT
cana-1804	201	32	el	el	PROPN
cana-1804	201	33	alam	alam	PROPN
cana-1804	201	34	,	,	PUNCT
cana-1804	201	35	m.	m.	PROPN
cana-1804	201	36	b.	b.	PROPN
cana-1804	201	37	,	,	PUNCT
cana-1804	201	38	karam	karam	PROPN
cana-1804	201	39	,	,	PUNCT
cana-1804	201	40	b.	b.	PROPN
cana-1804	201	41	,	,	PUNCT
cana-1804	201	42	adib	adib	PROPN
cana-1804	201	43	,	,	PUNCT
cana-1804	201	44	e.	e.	PROPN
cana-1804	201	45	,	,	PUNCT
cana-1804	201	46	zarka	zarka	PROPN
cana-1804	201	47	,	,	PUNCT
cana-1804	201	48	j.	j.	PROPN
cana-1804	201	49	,	,	PUNCT
cana-1804	201	50	traboulsi	traboulsi	PROPN
cana-1804	201	51	,	,	PUNCT
cana-1804	201	52	c.	c.	PROPN
cana-1804	201	53	,	,	PUNCT
cana-1804	201	54	akl	akl	PROPN
cana-1804	201	55	,	,	PUNCT
cana-1804	201	56	e.	e.	PROPN
cana-1804	201	57	w.	w.	PROPN
cana-1804	201	58	,	,	PUNCT
cana-1804	201	59	&	&	CCONJ
cana-1804	201	60	baddour	baddour	PROPN
cana-1804	201	61	,	,	PUNCT
cana-1804	201	62	k.	k.	PROPN
cana-1804	201	63	(	(	PUNCT
cana-1804	201	64	2020	2020	NUM
cana-1804	201	65	)	)	PUNCT
cana-1804	201	66	.	.	PUNCT
cana-1804	202	1	coronavirus	coronavirus	NOUN
cana-1804	202	2	goes	go	VERB
cana-1804	202	3	viral	viral	ADJ
cana-1804	202	4	:	:	PUNCT
cana-1804	202	5	quantifying	quantify	VERB
cana-1804	202	6	the	the	DET
cana-1804	202	7	covid-19	covid-19	PROPN
cana-1804	202	8	misinformation	misinformation	NOUN
cana-1804	202	9	epidemic	epidemic	NOUN
cana-1804	202	10	on	on	ADP
cana-1804	202	11	twitter	twitter	NOUN
cana-1804	202	12	.	.	PUNCT
cana-1804	203	1	*	*	PUNCT
cana-1804	203	2	cureus	cureus	NOUN
cana-1804	203	3	*	*	SYM
cana-1804	203	4	,	,	PUNCT
cana-1804	203	5	12(3	12(3	NUM
cana-1804	203	6	)	)	PUNCT
cana-1804	203	7	,	,	PUNCT
cana-1804	203	8	e7255	e7255	PROPN
cana-1804	203	9	.	.	PROPN
cana-1804	203	10	19	19	NUM
cana-1804	203	11	.	.	PUNCT
cana-1804	204	1	lin	lin	PROPN
cana-1804	204	2	,	,	PUNCT
cana-1804	204	3	x.	x.	PROPN
cana-1804	204	4	,	,	PUNCT
cana-1804	204	5	wang	wang	PROPN
cana-1804	204	6	,	,	PUNCT
cana-1804	204	7	y.	y.	PROPN
cana-1804	204	8	,	,	PUNCT
cana-1804	204	9	&	&	CCONJ
cana-1804	204	10	zhang	zhang	PROPN
cana-1804	204	11	,	,	PUNCT
cana-1804	204	12	j.	j.	PROPN
cana-1804	204	13	(	(	PUNCT
cana-1804	204	14	2022	2022	NUM
cana-1804	204	15	)	)	PUNCT
cana-1804	204	16	.	.	PUNCT
cana-1804	205	1	hybrid	hybrid	ADJ
cana-1804	205	2	stochastic	stochastic	NOUN
cana-1804	205	3	-	-	PUNCT
cana-1804	205	4	deterministic	deterministic	ADJ
cana-1804	205	5	models	model	NOUN
cana-1804	205	6	for	for	ADP
cana-1804	205	7	epidemic	epidemic	NOUN
cana-1804	205	8	and	and	CCONJ
cana-1804	205	9	misinformation	misinformation	NOUN
cana-1804	205	10	dynamics	dynamic	NOUN
cana-1804	205	11	.	.	PUNCT
cana-1804	206	1	*	*	PUNCT
cana-1804	206	2	journal	journal	PROPN
cana-1804	206	3	of	of	ADP
cana-1804	206	4	theoretical	theoretical	ADJ
cana-1804	206	5	biology	biology	NOUN
cana-1804	206	6	*	*	PUNCT
cana-1804	206	7	,	,	PUNCT
cana-1804	206	8	532	532	NUM
cana-1804	206	9	,	,	PUNCT
cana-1804	206	10	110994	110994	NUM
cana-1804	206	11	.	.	PUNCT
cana-1804	207	1	https://doi.org/10.1016/j.jtbi.2021.110994	https://doi.org/10.1016/j.jtbi.2021.110994	NOUN
cana-1804	207	2	.	.	PUNCT
cana-1804	208	1	20	20	NUM
cana-1804	208	2	.	.	X
cana-1804	209	1	liu	liu	PROPN
cana-1804	209	2	,	,	PUNCT
cana-1804	209	3	b.	b.	PROPN
cana-1804	209	4	f.	f.	PROPN
cana-1804	209	5	,	,	PUNCT
cana-1804	209	6	austin	austin	PROPN
cana-1804	209	7	,	,	PUNCT
cana-1804	209	8	l.	l.	PROPN
cana-1804	209	9	l.	l.	PROPN
cana-1804	209	10	,	,	PUNCT
cana-1804	209	11	&	&	CCONJ
cana-1804	209	12	jin	jin	PROPN
cana-1804	209	13	,	,	PUNCT
cana-1804	209	14	y.	y.	PROPN
cana-1804	209	15	(	(	PUNCT
cana-1804	209	16	2018	2018	NUM
cana-1804	209	17	)	)	PUNCT
cana-1804	209	18	.	.	PUNCT
cana-1804	210	1	how	how	SCONJ
cana-1804	210	2	publics	public	NOUN
cana-1804	210	3	respond	respond	VERB
cana-1804	210	4	to	to	ADP
cana-1804	210	5	crisis	crisis	NOUN
cana-1804	210	6	communication	communication	NOUN
cana-1804	210	7	strategies	strategy	NOUN
cana-1804	210	8	:	:	PUNCT
cana-1804	210	9	the	the	DET
cana-1804	210	10	interplay	interplay	NOUN
cana-1804	210	11	of	of	ADP
cana-1804	210	12	information	information	NOUN
cana-1804	210	13	form	form	NOUN
cana-1804	210	14	and	and	CCONJ
cana-1804	210	15	source	source	NOUN
cana-1804	210	16	.	.	PUNCT
cana-1804	211	1	*	*	PUNCT
cana-1804	211	2	public	public	ADJ
cana-1804	211	3	relations	relation	NOUN
cana-1804	211	4	review	review	NOUN
cana-1804	211	5	*	*	NOUN
cana-1804	211	6	,	,	PUNCT
cana-1804	211	7	44(5	44(5	NOUN
cana-1804	211	8	)	)	PUNCT
cana-1804	211	9	,	,	PUNCT
cana-1804	211	10	779	779	NUM
cana-1804	211	11	-	-	SYM
cana-1804	211	12	787	787	NUM
cana-1804	211	13	.	.	PUNCT
cana-1804	212	1	https://doi.org/10.1016/j.pubrev.2018.09.010	https://doi.org/10.1016/j.pubrev.2018.09.010	NOUN
cana-1804	212	2	.	.	PUNCT
cana-1804	213	1	21	21	NUM
cana-1804	213	2	.	.	PUNCT
cana-1804	214	1	mian	mian	PROPN
cana-1804	214	2	,	,	PUNCT
cana-1804	214	3	a.	a.	PROPN
cana-1804	214	4	,	,	PUNCT
cana-1804	214	5	&	&	CCONJ
cana-1804	214	6	khan	khan	PROPN
cana-1804	214	7	,	,	PUNCT
cana-1804	214	8	s.	s.	PROPN
cana-1804	214	9	s.	s.	PROPN
cana-1804	214	10	(	(	PUNCT
cana-1804	214	11	2020	2020	NUM
cana-1804	214	12	)	)	PUNCT
cana-1804	214	13	.	.	PUNCT
cana-1804	215	1	infodemic	infodemic	ADJ
cana-1804	215	2	and	and	CCONJ
cana-1804	215	3	the	the	DET
cana-1804	215	4	spread	spread	NOUN
cana-1804	215	5	of	of	ADP
cana-1804	215	6	fake	fake	ADJ
cana-1804	215	7	news	news	NOUN
cana-1804	215	8	in	in	ADP
cana-1804	215	9	the	the	DET
cana-1804	215	10	covid-19	covid-19	PROPN
cana-1804	215	11	-	-	PUNCT
cana-1804	215	12	era	era	NOUN
cana-1804	215	13	.	.	PUNCT
cana-1804	216	1	*	*	PUNCT
cana-1804	216	2	international	international	ADJ
cana-1804	216	3	journal	journal	NOUN
cana-1804	216	4	of	of	ADP
cana-1804	216	5	science	science	NOUN
cana-1804	216	6	*	*	SYM
cana-1804	216	7	,	,	PUNCT
cana-1804	216	8	2020	2020	NUM
cana-1804	216	9	,	,	PUNCT
cana-1804	216	10	2	2	NUM
cana-1804	216	11	-	-	SYM
cana-1804	216	12	5	5	NUM
cana-1804	216	13	.	.	NOUN
cana-1804	216	14	22	22	NUM
cana-1804	216	15	.	.	PUNCT
cana-1804	217	1	mian	mian	PROPN
cana-1804	217	2	,	,	PUNCT
cana-1804	217	3	a.	a.	PROPN
cana-1804	217	4	,	,	PUNCT
cana-1804	217	5	khan	khan	PROPN
cana-1804	217	6	,	,	PUNCT
cana-1804	217	7	s.	s.	PROPN
cana-1804	217	8	,	,	PUNCT
cana-1804	217	9	&	&	CCONJ
cana-1804	217	10	coronavirus	coronavirus	PROPN
cana-1804	217	11	,	,	PUNCT
cana-1804	217	12	t.	t.	PROPN
cana-1804	217	13	(	(	PUNCT
cana-1804	217	14	2020	2020	NUM
cana-1804	217	15	)	)	PUNCT
cana-1804	217	16	.	.	PUNCT
cana-1804	218	1	coronavirus	coronavirus	NOUN
cana-1804	218	2	:	:	PUNCT
cana-1804	218	3	the	the	DET
cana-1804	218	4	spread	spread	NOUN
cana-1804	218	5	of	of	ADP
cana-1804	218	6	misinformation	misinformation	NOUN
cana-1804	218	7	.	.	PUNCT
cana-1804	219	1	*	*	PUNCT
cana-1804	219	2	the	the	DET
cana-1804	219	3	lancet	lancet	ADJ
cana-1804	219	4	infectious	infectious	ADJ
cana-1804	219	5	diseases	disease	NOUN
cana-1804	219	6	*	*	NOUN
cana-1804	219	7	,	,	PUNCT
cana-1804	219	8	20(8	20(8	NOUN
cana-1804	219	9	)	)	PUNCT
cana-1804	219	10	,	,	PUNCT
cana-1804	219	11	876	876	NUM
cana-1804	219	12	.	.	PUNCT
cana-1804	219	13	23	23	NUM
cana-1804	219	14	.	.	PUNCT
cana-1804	220	1	miller	miller	PROPN
cana-1804	220	2	,	,	PUNCT
cana-1804	220	3	j.	j.	PROPN
cana-1804	220	4	c.	c.	PROPN
cana-1804	220	5	,	,	PUNCT
cana-1804	220	6	&	&	CCONJ
cana-1804	220	7	kang	kang	PROPN
cana-1804	220	8	,	,	PUNCT
cana-1804	220	9	j.	j.	PROPN
cana-1804	220	10	(	(	PUNCT
cana-1804	220	11	2019	2019	NUM
cana-1804	220	12	)	)	PUNCT
cana-1804	220	13	.	.	PUNCT
cana-1804	221	1	agent	agent	NOUN
cana-1804	221	2	-	-	PUNCT
cana-1804	221	3	based	base	VERB
cana-1804	221	4	modeling	modeling	NOUN
cana-1804	221	5	of	of	ADP
cana-1804	221	6	misinformation	misinformation	NOUN
cana-1804	221	7	spread	spread	VERB
cana-1804	221	8	in	in	ADP
cana-1804	221	9	social	social	ADJ
cana-1804	221	10	networks	network	NOUN
cana-1804	221	11	.	.	PUNCT
cana-1804	222	1	*	*	PUNCT
cana-1804	222	2	social	social	ADJ
cana-1804	222	3	network	network	NOUN
cana-1804	222	4	analysis	analysis	NOUN
cana-1804	222	5	and	and	CCONJ
cana-1804	222	6	mining	mining	NOUN
cana-1804	222	7	*	*	SYM
cana-1804	222	8	,	,	PUNCT
cana-1804	222	9	9(1	9(1	NUM
cana-1804	222	10	)	)	PUNCT
cana-1804	222	11	,	,	PUNCT
cana-1804	222	12	13	13	NUM
cana-1804	222	13	.	.	PUNCT
cana-1804	222	14	https://doi.org/10.1007/s13278-019-0601-3	https://doi.org/10.1007/s13278-019-0601-3	NOUN
cana-1804	222	15	.	.	PUNCT
cana-1804	223	1	24	24	NUM
cana-1804	223	2	.	.	PUNCT
cana-1804	223	3	nelson	nelson	PROPN
cana-1804	223	4	,	,	PUNCT
cana-1804	223	5	t.	t.	PROPN
cana-1804	223	6	,	,	PUNCT
cana-1804	223	7	&	&	CCONJ
cana-1804	223	8	peters	peters	PROPN
cana-1804	223	9	,	,	PUNCT
cana-1804	223	10	r.	r.	PROPN
cana-1804	223	11	(	(	PUNCT
cana-1804	223	12	2021	2021	NUM
cana-1804	223	13	)	)	PUNCT
cana-1804	223	14	.	.	PUNCT
cana-1804	224	1	analyzing	analyze	VERB
cana-1804	224	2	the	the	DET
cana-1804	224	3	impact	impact	NOUN
cana-1804	224	4	of	of	ADP
cana-1804	224	5	misinformation	misinformation	NOUN
cana-1804	224	6	using	use	VERB
cana-1804	224	7	network	network	NOUN
cana-1804	224	8	-	-	PUNCT
cana-1804	224	9	based	base	VERB
cana-1804	224	10	approaches	approach	NOUN
cana-1804	224	11	.	.	PUNCT
cana-1804	225	1	*	*	PUNCT
cana-1804	225	2	information	information	NOUN
cana-1804	225	3	processing	processing	NOUN
cana-1804	225	4	management	management	NOUN
cana-1804	225	5	*	*	PUNCT
cana-1804	225	6	,	,	PUNCT
cana-1804	225	7	58(1	58(1	NUM
cana-1804	225	8	)	)	PUNCT
cana-1804	225	9	,	,	PUNCT
cana-1804	225	10	102415	102415	NUM
cana-1804	225	11	.	.	PUNCT
cana-1804	226	1	https://doi.org/10.1016/j.ipm.2020.102415	https://doi.org/10.1016/j.ipm.2020.102415	PROPN
cana-1804	226	2	.	.	PUNCT
cana-1804	227	1	25	25	NUM
cana-1804	227	2	.	.	PUNCT
cana-1804	227	3	pastor	pastor	NOUN
cana-1804	227	4	-	-	PUNCT
cana-1804	227	5	satorras	satorra	NOUN
cana-1804	227	6	,	,	PUNCT
cana-1804	227	7	r.	r.	PROPN
cana-1804	227	8	,	,	PUNCT
cana-1804	227	9	castellano	castellano	NOUN
cana-1804	227	10	,	,	PUNCT
cana-1804	227	11	c.	c.	PROPN
cana-1804	227	12	,	,	PUNCT
cana-1804	227	13	van	van	PROPN
cana-1804	227	14	mieghem	mieghem	PROPN
cana-1804	227	15	,	,	PUNCT
cana-1804	227	16	p.	p.	PROPN
cana-1804	227	17	,	,	PUNCT
cana-1804	227	18	&	&	CCONJ
cana-1804	227	19	vespignani	vespignani	PROPN
cana-1804	227	20	,	,	PUNCT
cana-1804	227	21	a.	a.	NOUN
cana-1804	227	22	(	(	PUNCT
cana-1804	227	23	2015	2015	NUM
cana-1804	227	24	)	)	PUNCT
cana-1804	227	25	.	.	PUNCT
cana-1804	228	1	epidemic	epidemic	NOUN
cana-1804	228	2	processes	process	NOUN
cana-1804	228	3	in	in	ADP
cana-1804	228	4	complex	complex	ADJ
cana-1804	228	5	networks	network	NOUN
cana-1804	228	6	.	.	PUNCT
cana-1804	229	1	*	*	NOUN
cana-1804	229	2	reviews	review	NOUN
cana-1804	229	3	of	of	ADP
cana-1804	229	4	modern	modern	ADJ
cana-1804	229	5	physics	physic	NOUN
cana-1804	229	6	*	*	PUNCT
cana-1804	229	7	,	,	PUNCT
cana-1804	229	8	87(3	87(3	PROPN
cana-1804	229	9	)	)	PUNCT
cana-1804	229	10	,	,	PUNCT
cana-1804	229	11	925	925	NUM
cana-1804	229	12	-	-	SYM
cana-1804	229	13	979	979	NUM
cana-1804	229	14	.	.	NOUN
cana-1804	229	15	26	26	NUM
cana-1804	229	16	.	.	PUNCT
cana-1804	230	1	pennycook	pennycook	PROPN
cana-1804	230	2	,	,	PUNCT
cana-1804	230	3	g.	g.	PROPN
cana-1804	230	4	,	,	PUNCT
cana-1804	230	5	&	&	CCONJ
cana-1804	230	6	rand	rand	PROPN
cana-1804	230	7	,	,	PUNCT
cana-1804	230	8	d.	d.	PROPN
cana-1804	230	9	g.	g.	PROPN
cana-1804	230	10	(	(	PUNCT
cana-1804	230	11	2021	2021	NUM
cana-1804	230	12	)	)	PUNCT
cana-1804	230	13	.	.	PUNCT
cana-1804	231	1	the	the	DET
cana-1804	231	2	implied	imply	VERB
cana-1804	231	3	truth	truth	NOUN
cana-1804	231	4	effect	effect	NOUN
cana-1804	231	5	:	:	PUNCT
cana-1804	231	6	attaching	attach	VERB
cana-1804	231	7	warnings	warning	NOUN
cana-1804	231	8	to	to	ADP
cana-1804	231	9	a	a	DET
cana-1804	231	10	subset	subset	NOUN
cana-1804	231	11	of	of	ADP
cana-1804	231	12	fake	fake	ADJ
cana-1804	231	13	news	news	NOUN
cana-1804	231	14	stories	story	NOUN
cana-1804	231	15	increases	increase	VERB
cana-1804	231	16	perceived	perceive	VERB
cana-1804	231	17	accuracy	accuracy	NOUN
cana-1804	231	18	of	of	ADP
cana-1804	231	19	stories	story	NOUN
cana-1804	231	20	without	without	ADP
cana-1804	231	21	warnings	warning	NOUN
cana-1804	231	22	.	.	PUNCT
cana-1804	232	1	*	*	PUNCT
cana-1804	232	2	management	management	NOUN
cana-1804	232	3	science	science	NOUN
cana-1804	232	4	*	*	NOUN
cana-1804	232	5	,	,	PUNCT
cana-1804	232	6	67(1	67(1	NUM
cana-1804	232	7	)	)	PUNCT
cana-1804	232	8	,	,	PUNCT
cana-1804	232	9	256	256	NUM
cana-1804	232	10	-	-	SYM
cana-1804	232	11	278	278	NUM
cana-1804	232	12	.	.	PUNCT
cana-1804	233	1	https://doi.org/10.1287/mnsc.2019.3501	https://doi.org/10.1287/mnsc.2019.3501	NOUN
cana-1804	233	2	.	.	NOUN
cana-1804	233	3	27	27	NUM
cana-1804	233	4	.	.	PUNCT
cana-1804	234	1	pennycook	pennycook	PROPN
cana-1804	234	2	,	,	PUNCT
cana-1804	234	3	g.	g.	PROPN
cana-1804	234	4	,	,	PUNCT
cana-1804	234	5	&	&	CCONJ
cana-1804	234	6	rand	rand	PROPN
cana-1804	234	7	,	,	PUNCT
cana-1804	234	8	d.	d.	PROPN
cana-1804	234	9	g.	g.	PROPN
cana-1804	234	10	(	(	PUNCT
cana-1804	234	11	2020	2020	NUM
cana-1804	234	12	)	)	PUNCT
cana-1804	234	13	.	.	PUNCT
cana-1804	235	1	fighting	fight	VERB
cana-1804	235	2	misinformation	misinformation	NOUN
cana-1804	235	3	on	on	ADP
cana-1804	235	4	social	social	ADJ
cana-1804	235	5	media	medium	NOUN
cana-1804	235	6	using	use	VERB
cana-1804	235	7	crowdsourced	crowdsourced	ADJ
cana-1804	235	8	judgments	judgment	NOUN
cana-1804	235	9	of	of	ADP
cana-1804	235	10	news	news	NOUN
cana-1804	235	11	sources	source	NOUN
cana-1804	235	12	.	.	PUNCT
cana-1804	236	1	*	*	NOUN
cana-1804	236	2	proceedings	proceeding	NOUN
cana-1804	236	3	of	of	ADP
cana-1804	236	4	the	the	DET
cana-1804	236	5	national	national	PROPN
cana-1804	236	6	academy	academy	PROPN
cana-1804	236	7	of	of	ADP
cana-1804	236	8	sciences	science	NOUN
cana-1804	236	9	*	*	NUM
cana-1804	236	10	,	,	PUNCT
cana-1804	236	11	117(38	117(38	NUM
cana-1804	236	12	)	)	PUNCT
cana-1804	236	13	,	,	PUNCT
cana-1804	236	14	23152	23152	NUM
cana-1804	236	15	-	-	SYM
cana-1804	236	16	23157	23157	NUM
cana-1804	236	17	.	.	PUNCT
cana-1804	237	1	https://doi.org/10.1073/pnas.1912444117	https://doi.org/10.1073/pnas.1912444117	NOUN
cana-1804	237	2	.	.	PUNCT
cana-1804	238	1	28	28	NUM
cana-1804	238	2	.	.	PUNCT
cana-1804	239	1	press	press	NOUN
cana-1804	239	2	,	,	PUNCT
cana-1804	239	3	w.	w.	PROPN
cana-1804	239	4	h.	h.	PROPN
cana-1804	239	5	,	,	PUNCT
cana-1804	239	6	teukolsky	teukolsky	PROPN
cana-1804	239	7	,	,	PUNCT
cana-1804	239	8	s.	s.	PROPN
cana-1804	239	9	a.	a.	PROPN
cana-1804	239	10	,	,	PUNCT
cana-1804	239	11	vetterling	vetterle	VERB
cana-1804	239	12	,	,	PUNCT
cana-1804	239	13	w.	w.	PROPN
cana-1804	239	14	t.	t.	PROPN
cana-1804	239	15	,	,	PUNCT
cana-1804	239	16	&	&	CCONJ
cana-1804	239	17	flannery	flannery	PROPN
cana-1804	239	18	,	,	PUNCT
cana-1804	239	19	b.	b.	PROPN
cana-1804	239	20	p.	p.	PROPN
cana-1804	239	21	(	(	PUNCT
cana-1804	239	22	2007	2007	NUM
cana-1804	239	23	)	)	PUNCT
cana-1804	239	24	.	.	PUNCT
cana-1804	240	1	*	*	PUNCT
cana-1804	240	2	numerical	numerical	ADJ
cana-1804	240	3	recipes	recipe	NOUN
cana-1804	240	4	:	:	PUNCT
cana-1804	240	5	the	the	DET
cana-1804	240	6	art	art	NOUN
cana-1804	240	7	of	of	ADP
cana-1804	240	8	scientific	scientific	ADJ
cana-1804	240	9	computing	computing	NOUN
cana-1804	240	10	*	*	PUNCT
cana-1804	240	11	(	(	PUNCT
cana-1804	240	12	3rd	3rd	ADJ
cana-1804	240	13	ed	ed	NOUN
cana-1804	240	14	.	.	PUNCT
cana-1804	240	15	)	)	PUNCT
cana-1804	240	16	.	.	PUNCT
cana-1804	241	1	cambridge	cambridge	PROPN
cana-1804	241	2	university	university	PROPN
cana-1804	241	3	press	press	NOUN
cana-1804	241	4	.	.	PUNCT
cana-1804	242	1	29	29	NUM
cana-1804	242	2	.	.	X
cana-1804	243	1	radu	radu	PROPN
cana-1804	243	2	,	,	PUNCT
cana-1804	243	3	s.	s.	PROPN
cana-1804	243	4	,	,	PUNCT
cana-1804	243	5	&	&	CCONJ
cana-1804	243	6	popa	popa	NOUN
cana-1804	243	7	,	,	PUNCT
cana-1804	243	8	d.	d.	PROPN
cana-1804	243	9	(	(	PUNCT
cana-1804	243	10	2020	2020	NUM
cana-1804	243	11	)	)	PUNCT
cana-1804	243	12	.	.	PUNCT
cana-1804	244	1	fractional	fractional	ADJ
cana-1804	244	2	calculus	calculus	NOUN
cana-1804	244	3	in	in	ADP
cana-1804	244	4	epidemiology	epidemiology	NOUN
cana-1804	244	5	:	:	PUNCT
cana-1804	244	6	the	the	DET
cana-1804	244	7	neab	neab	ADJ
cana-1804	244	8	model	model	NOUN
cana-1804	244	9	and	and	CCONJ
cana-1804	244	10	its	its	PRON
cana-1804	244	11	applications	application	NOUN
cana-1804	244	12	.	.	PUNCT
cana-1804	245	1	*	*	PUNCT
cana-1804	245	2	journal	journal	PROPN
cana-1804	245	3	of	of	ADP
cana-1804	245	4	computational	computational	ADJ
cana-1804	245	5	and	and	CCONJ
cana-1804	245	6	applied	applied	ADJ
cana-1804	245	7	mathematics	mathematic	NOUN
cana-1804	245	8	*	*	SYM
cana-1804	245	9	,	,	PUNCT
cana-1804	245	10	378	378	NUM
cana-1804	245	11	,	,	PUNCT
cana-1804	245	12	112867	112867	NUM
cana-1804	245	13	.	.	PUNCT
cana-1804	246	1	https://doi.org/10.1016/j.cam.2019.112867	https://doi.org/10.1016/j.cam.2019.112867	X
cana-1804	246	2	.	.	PUNCT
cana-1804	246	3	30	30	NUM
cana-1804	246	4	.	.	PUNCT
cana-1804	247	1	vosoughi	vosoughi	PROPN
cana-1804	247	2	,	,	PUNCT
cana-1804	247	3	s.	s.	PROPN
cana-1804	247	4	,	,	PUNCT
cana-1804	247	5	roy	roy	PROPN
cana-1804	247	6	,	,	PUNCT
cana-1804	247	7	d.	d.	PROPN
cana-1804	247	8	,	,	PUNCT
cana-1804	247	9	&	&	CCONJ
cana-1804	247	10	aral	aral	PROPN
cana-1804	247	11	,	,	PUNCT
cana-1804	247	12	s.	s.	PROPN
cana-1804	247	13	(	(	PUNCT
cana-1804	247	14	2018	2018	NUM
cana-1804	247	15	)	)	PUNCT
cana-1804	247	16	.	.	PUNCT
cana-1804	248	1	the	the	DET
cana-1804	248	2	spread	spread	NOUN
cana-1804	248	3	of	of	ADP
cana-1804	248	4	true	true	ADJ
cana-1804	248	5	and	and	CCONJ
cana-1804	248	6	false	false	ADJ
cana-1804	248	7	news	news	NOUN
cana-1804	248	8	online	online	NOUN
cana-1804	248	9	.	.	PUNCT
cana-1804	249	1	*	*	PUNCT
cana-1804	249	2	science	science	NOUN
cana-1804	249	3	*	*	NOUN
cana-1804	249	4	,	,	PUNCT
cana-1804	249	5	359(6380	359(6380	NUM
cana-1804	249	6	)	)	PUNCT
cana-1804	249	7	,	,	PUNCT
cana-1804	249	8	1146	1146	NUM
cana-1804	249	9	-	-	SYM
cana-1804	249	10	1151	1151	NUM
cana-1804	249	11	.	.	PUNCT
cana-1804	250	1	https://doi.org/10.1126/science.aap9559	https://doi.org/10.1126/science.aap9559	NOUN
cana-1804	250	2	.	.	PROPN
cana-1804	251	1	31	31	NUM
cana-1804	251	2	.	.	PUNCT
cana-1804	252	1	wuchty	wuchty	PROPN
cana-1804	252	2	,	,	PUNCT
cana-1804	252	3	s.	s.	PROPN
cana-1804	252	4	,	,	PUNCT
cana-1804	252	5	&	&	CCONJ
cana-1804	252	6	uzzi	uzzi	PROPN
cana-1804	252	7	,	,	PUNCT
cana-1804	252	8	b.	b.	PROPN
cana-1804	252	9	(	(	PUNCT
cana-1804	252	10	2019	2019	NUM
cana-1804	252	11	)	)	PUNCT
cana-1804	252	12	.	.	PUNCT
cana-1804	253	1	fake	fake	ADJ
cana-1804	253	2	news	news	NOUN
cana-1804	253	3	in	in	ADP
cana-1804	253	4	social	social	ADJ
cana-1804	253	5	media	medium	NOUN
cana-1804	253	6	:	:	PUNCT
cana-1804	253	7	a	a	DET
cana-1804	253	8	data	data	NOUN
cana-1804	253	9	-	-	PUNCT
cana-1804	253	10	driven	drive	VERB
cana-1804	253	11	overview	overview	NOUN
cana-1804	253	12	.	.	PUNCT
cana-1804	254	1	*	*	PUNCT
cana-1804	254	2	harvard	harvard	PROPN
cana-1804	254	3	kennedy	kennedy	PROPN
cana-1804	254	4	school	school	PROPN
cana-1804	254	5	misinformation	misinformation	PROPN
cana-1804	254	6	review	review	NOUN
cana-1804	254	7	*	*	SYM
cana-1804	254	8	,	,	PUNCT
cana-1804	254	9	1(1	1(1	NUM
cana-1804	254	10	)	)	PUNCT
cana-1804	254	11	.	.	PUNCT
cana-1804	255	1	https://doi.org/10.37016/mr-2019-001	https://doi.org/10.37016/mr-2019-001	PROPN
cana-1804	255	2	.	.	PUNCT
cana-1804	256	1	32	32	NUM
cana-1804	256	2	.	.	PUNCT
cana-1804	257	1	zollo	zollo	PROPN
cana-1804	257	2	,	,	PUNCT
cana-1804	257	3	f.	f.	PROPN
cana-1804	257	4	,	,	PUNCT
cana-1804	257	5	valensise	valensise	PROPN
cana-1804	257	6	,	,	PUNCT
cana-1804	257	7	c.	c.	PROPN
cana-1804	257	8	,	,	PUNCT
cana-1804	257	9	&	&	CCONJ
cana-1804	257	10	cinelli	cinelli	PROPN
cana-1804	257	11	,	,	PUNCT
cana-1804	257	12	m.	m.	NOUN
cana-1804	257	13	(	(	PUNCT
cana-1804	257	14	2021	2021	NUM
cana-1804	257	15	)	)	PUNCT
cana-1804	257	16	.	.	PUNCT
cana-1804	258	1	modeling	model	VERB
cana-1804	258	2	rumor	rumor	NOUN
cana-1804	258	3	propagation	propagation	NOUN
cana-1804	258	4	on	on	ADP
cana-1804	258	5	social	social	ADJ
cana-1804	258	6	networks	network	NOUN
cana-1804	258	7	:	:	PUNCT
cana-1804	258	8	a	a	DET
cana-1804	258	9	review	review	NOUN
cana-1804	258	10	.	.	PUNCT
cana-1804	259	1	*	*	PUNCT
cana-1804	259	2	applied	apply	VERB
cana-1804	259	3	mathematical	mathematical	ADJ
cana-1804	259	4	modelling	modelling	NOUN
cana-1804	259	5	*	*	SYM
cana-1804	259	6	,	,	PUNCT
cana-1804	259	7	87	87	NUM
cana-1804	259	8	,	,	PUNCT
cana-1804	259	9	226	226	NUM
cana-1804	259	10	-	-	SYM
cana-1804	259	11	244	244	NUM
cana-1804	259	12	.	.	PUNCT
cana-1804	260	1	https://doi.org/10.1016/j.apm.2020.08.045	https://doi.org/10.1016/j.apm.2020.08.045	PROPN
cana-1804	260	2	.	.	PUNCT
cana-1804	261	1	33	33	NUM
cana-1804	261	2	.	.	PUNCT
cana-1804	262	1	zannettou	zannettou	PROPN
cana-1804	262	2	,	,	PUNCT
cana-1804	262	3	s.	s.	PROPN
cana-1804	262	4	,	,	PUNCT
cana-1804	262	5	caulfield	caulfield	PROPN
cana-1804	262	6	,	,	PUNCT
cana-1804	262	7	t.	t.	PROPN
cana-1804	262	8	,	,	PUNCT
cana-1804	262	9	de	de	X
cana-1804	262	10	cristofaro	cristofaro	NOUN
cana-1804	262	11	,	,	PUNCT
cana-1804	262	12	e.	e.	PROPN
cana-1804	262	13	,	,	PUNCT
cana-1804	262	14	kourtelris	kourtelris	PROPN
cana-1804	262	15	,	,	PUNCT
cana-1804	262	16	n.	n.	NOUN
cana-1804	262	17	,	,	PUNCT
cana-1804	262	18	leontiadis	leontiadis	PROPN
cana-1804	262	19	,	,	PUNCT
cana-1804	262	20	i.	i.	PROPN
cana-1804	262	21	,	,	PUNCT
cana-1804	262	22	sirivianos	siriviano	NOUN
cana-1804	262	23	,	,	PUNCT
cana-1804	262	24	m.	m.	NOUN
cana-1804	262	25	,	,	PUNCT
cana-1804	262	26	stringhini	stringhini	PROPN
cana-1804	262	27	,	,	PUNCT
cana-1804	262	28	g.	g.	PROPN
cana-1804	262	29	,	,	PUNCT
cana-1804	262	30	&	&	CCONJ
cana-1804	262	31	blackburn	blackburn	PROPN
cana-1804	262	32	,	,	PUNCT
cana-1804	262	33	j.	j.	PROPN
cana-1804	262	34	(	(	PUNCT
cana-1804	262	35	2019	2019	NUM
cana-1804	262	36	)	)	PUNCT
cana-1804	262	37	.	.	PUNCT
cana-1804	263	1	disinformation	disinformation	NOUN
cana-1804	263	2	warfare	warfare	NOUN
cana-1804	263	3	:	:	PUNCT
cana-1804	263	4	understanding	understand	VERB
cana-1804	263	5	state	state	NOUN
cana-1804	263	6	-	-	PUNCT
cana-1804	263	7	sponsored	sponsor	VERB
cana-1804	263	8	troll	troll	NOUN
cana-1804	263	9	34	34	NUM
cana-1804	263	10	.	.	PUNCT
cana-1804	264	1	s	s	PART
cana-1804	264	2	on	on	ADP
cana-1804	264	3	twitter	twitter	NOUN
cana-1804	264	4	and	and	CCONJ
cana-1804	264	5	their	their	PRON
cana-1804	264	6	influence	influence	NOUN
cana-1804	264	7	on	on	ADP
cana-1804	264	8	the	the	DET
cana-1804	264	9	web	web	NOUN
cana-1804	264	10	.	.	PUNCT
cana-1804	265	1	*	*	NOUN
cana-1804	265	2	proceedings	proceeding	NOUN
cana-1804	265	3	of	of	ADP
cana-1804	265	4	the	the	DET
cana-1804	265	5	2019	2019	NUM
cana-1804	265	6	world	world	NOUN
cana-1804	265	7	wide	wide	ADJ
cana-1804	265	8	web	web	NOUN
cana-1804	265	9	conference	conference	NOUN
cana-1804	265	10	*	*	SYM
cana-1804	265	11	,	,	PUNCT
cana-1804	265	12	218	218	NUM
cana-1804	265	13	-	-	SYM
cana-1804	265	14	226	226	NUM
cana-1804	265	15	.	.	PUNCT
cana-1804	266	1	https://doi.org/10.1145/3308558.3313721	https://doi.org/10.1145/3308558.3313721	PROPN
cana-1804	266	2	.	.	PUNCT