Fake news propagation: A review of epidemic models, datasets, and insights

S Raponi, Z Khalifa, G Oligeri, R Di Pietro - ACM Transactions on the …, 2022 - dl.acm.org
Fake news propagation is a complex phenomenon influenced by a multitude of factors
whose identification and impact assessment is challenging. Although many models have …

Epidemiological modeling of news and rumors on twitter

F **, E Dougherty, P Saraf, Y Cao… - Proceedings of the 7th …, 2013 - dl.acm.org
Characterizing information diffusion on social platforms like Twitter enables us to understand
the properties of underlying media and model communication patterns. As Twitter gains in …

SIHR rumor spreading model in social networks

L Zhao, J Wang, Y Chen, Q Wang, J Cheng… - Physica A: Statistical …, 2012 - Elsevier
There are significant differences between rumor spreading and epidemic spreading in social
networks, especially with consideration of the mutual effect of forgetting and remembering …

SIR rumor spreading model in the new media age

L Zhao, H Cui, X Qiu, X Wang, J Wang - Physica A: Statistical Mechanics …, 2013 - Elsevier
With the prevalence of new media, eg, microblogging, rumors spread faster and wider than
ever before. On the basis of prior studies, this paper modifies a flow chart of the rumor …

Rumor spreading model with consideration of forgetting mechanism: A case of online blogging LiveJournal

L Zhao, Q Wang, J Cheng, Y Chen, J Wang… - Physica A: Statistical …, 2011 - Elsevier
Rumor is an important form of social interaction, and its spreading has a significant impact
on people's lives. In the age of Web, people are using electronic media more frequently than …

Analysis of the impact of education rate on the rumor spreading mechanism

K Afassinou - Physica A: Statistical Mechanics and Its Applications, 2014 - Elsevier
Education remains one of the fundamental factors in people's lives. The education rate of a
population reflects the degree of vulnerability of a typical individual to any kind of …

SICR rumor spreading model in complex networks: Counterattack and self-resistance

Y Zan, J Wu, P Li, Q Yu - Physica A: Statistical Mechanics and its …, 2014 - Elsevier
Rumor is an important form of social interaction. However, spreading of harmful rumors
could have a significant negative impact on the well-being of the society. In this paper …

Rumor spreading model with trust mechanism in complex social networks

YQ Wang, XY Yang, YL Han… - … in Theoretical Physics, 2013 - iopscience.iop.org
In this paper, to study rumor spreading, we propose a novel susceptible-infected-removed
(SIR) model by introducing the trust mechanism. We derive mean-field equations that …

A rumor spreading model with variable forgetting rate

L Zhao, W **e, HO Gao, X Qiu, X Wang… - Physica A: Statistical …, 2013 - Elsevier
A rumor spreading model with the consideration of forgetting rate changing over time is
examined in small-world networks. The mean-field equations are derived to describe the …

A new analysis for fractional rumor spreading dynamical model in a social network with Mittag-Leffler law

J Singh - Chaos: An Interdisciplinary Journal of Nonlinear …, 2019 - pubs.aip.org
Rumor plays a key role in social interaction, and its spreading has a notable influence on
human lives. In this work, we study the rumor spreading dynamical model in a social network …