Fake news, disinformation and misinformation in social media: a review

E Aïmeur, S Amri, G Brassard - Social Network Analysis and Mining, 2023 - Springer
Online social networks (OSNs) are rapidly growing and have become a huge source of all
kinds of global and local news for millions of users. However, OSNs are a double-edged …

Deep learning for misinformation detection on online social networks: a survey and new perspectives

MR Islam, S Liu, X Wang, G Xu - Social Network Analysis and Mining, 2020 - Springer
Recently, the use of social networks such as Facebook, Twitter, and Sina Weibo has
become an inseparable part of our daily lives. It is considered as a convenient platform for …

GCAN: Graph-aware co-attention networks for explainable fake news detection on social media

YJ Lu, CT Li - arXiv preprint arXiv:2004.11648, 2020 - arxiv.org
This paper solves the fake news detection problem under a more realistic scenario on social
media. Given the source short-text tweet and the corresponding sequence of retweet users …

defend: Explainable fake news detection

K Shu, L Cui, S Wang, D Lee, H Liu - Proceedings of the 25th ACM …, 2019 - dl.acm.org
In recent years, to mitigate the problem of fake news, computational detection of fake news
has been studied, producing some promising early results. While important, however, we …

A comprehensive review on fake news detection with deep learning

MF Mridha, AJ Keya, MA Hamid, MM Monowar… - IEEE …, 2021 - ieeexplore.ieee.org
A protuberant issue of the present time is that, organizations from different domains are
struggling to obtain effective solutions for detecting online-based fake news. It is quite …

Combating disinformation in a social media age

K Shu, A Bhattacharjee, F Alatawi… - … : Data Mining and …, 2020 - Wiley Online Library
The creation, dissemination, and consumption of disinformation and fabricated content on
social media is a growing concern, especially with the ease of access to such sources, and …

DSS: A hybrid deep model for fake news detection using propagation tree and stance network

M Davoudi, MR Moosavi, MH Sadreddini - Expert Systems with Applications, 2022 - Elsevier
Nowadays, online social media play a significant role in news broadcasts due to their
convenience, speed, and accessibility. Social media platforms leverage the rapid production …

[HTML][HTML] Deep learning for fake news detection: A comprehensive survey

L Hu, S Wei, Z Zhao, B Wu - AI open, 2022 - Elsevier
The information age enables people to obtain news online through various channels, yet in
the meanwhile making false news spread at unprecedented speed. Fake news exerts …

Reinforcement subgraph reasoning for fake news detection

R Yang, X Wang, Y Jin, C Li, J Lian, X Xie - Proceedings of the 28th ACM …, 2022 - dl.acm.org
The wide spread of fake news has caused serious societal issues. We propose a subgraph
reasoning paradigm for fake news detection, which provides a crystal type of explainability …

It takes a village to manipulate the media: coordinated link sharing behavior during 2018 and 2019 Italian elections

F Giglietto, N Righetti, L Rossi… - … Communication & Society, 2020 - Taylor & Francis
Over the last few years, a proliferation of attempts to define, understand and fight the spread
of problematic information in contemporary media ecosystems emerged. Most of these …