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 …

Defensive modeling of fake news through online social networks

G Shrivastava, P Kumar, RP Ojha… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Online social networks (OSNs) have become an integral mode of communication among
people and even nonhuman scenarios can also be integrated into OSNs. The evergrowing …

Controlling of fake information dissemination in online social networks: an epidemiological approach

RP Ojha, PK Srivastava, S Awasthi, V Srivastava… - IEEE …, 2023 - ieeexplore.ieee.org
Due to the fast advancement of Internet technology, the popularity of Online Social Networks
(OSN) over the Internet is increasing day by day. In the modern world, people are using OSN …

An incentive-based protection and recovery strategy for secure big data in social networks

Y Wu, H Huang, N Wu, Y Wang, MZA Bhuiyan… - Information Sciences, 2020 - Elsevier
Big data sources, such as smart vehicles, IoT devices, and sensor networks, differ from
traditional data sources in both output volume and variety. Big data is usually stored on …

Users' mobility enhances information diffusion in online social networks

Y Wang, J Wang, H Wang, R Zhang, M Li - Information Sciences, 2021 - Elsevier
Online social networks have gradually changed the way that people exchange information
as increasingly more people spread information via social networks. Most of the prior …

An improved two-layer model for rumor propagation considering time delay and event-triggered impulsive control strategy

Y Dong, L Zhao - Chaos, Solitons & Fractals, 2022 - Elsevier
The rapid development of the Internet has broadened the existing channels of rumor
propagation, it has added many new features during the dynamic process of the rumor …

Rumor diffusion model based on representation learning and anti-rumor

Y Xiao, Q Yang, C Sang, Y Liu - IEEE Transactions on Network …, 2020 - ieeexplore.ieee.org
The traditional rumor diffusion model primarily studies the rumor itself and user behavior as
the entry points. The complexity of user behavior, multidimensionality of the communication …

Modeling and quantifying the influence of rumor and counter-rumor on information propagation dynamics

F Yin, X Jiang, X Qian, X Xia, Y Pan, J Wu - Chaos, Solitons & Fractals, 2022 - Elsevier
Today, the spread of Internet rumors has become increasingly easier, however, once they
spread widely, the network environment and even the social order will be broken down …

Knowledge augmented transformer for adversarial multidomain multiclassification multimodal fake news detection

C Song, N Ning, Y Zhang, B Wu - Neurocomputing, 2021 - Elsevier
The spread of disinformation and fake news on social platforms has an unfavorable impact
on social harmony and stability. The timely and accurate identification of fake news might …

Effect of disinformation propagation on opinion dynamics: A game theoretic approach

Z Guo, J Valinejad, JH Cho - IEEE Transactions on Network …, 2022 - ieeexplore.ieee.org
Disinformation can alter or manipulate our values, opinions, and rational decisions toward
any life event because disinformation, such as fake news or rumors, is propagated rapidly …