Network-based fake news detection: A pattern-driven approach

X Zhou, R Zafarani - ACM SIGKDD explorations newsletter, 2019 - dl.acm.org
Fake news gains has gained significant momentum, strongly motivating the need for fake
news research. Many fake news detection approaches have thus been proposed, where …

False news on social media: a data-driven survey

F Pierri, S Ceri - ACM Sigmod Record, 2019 - dl.acm.org
In the past few years, the research community has dedicated growing interest to the issue of
false news circulating on social networks. The widespread attention on detecting and …

[PDF][PDF] Fake news detection with deep diffusive network model

J Zhang, L Cui, Y Fu, FB Gouza - arXiv preprint arXiv:1805.08751, 2018 - researchgate.net
In recent years, due to the booming development of online social networks, fake news for
various commercial and political purposes has been appearing in large numbers and …

Beyond news contents: The role of social context for fake news detection

K Shu, S Wang, H Liu - Proceedings of the twelfth ACM international …, 2019 - dl.acm.org
Social media is becoming popular for news consumption due to its fast dissemination, easy
access, and low cost. However, it also enables the wide propagation of fake news, ie, news …

Fake news detection: a survey of evaluation datasets

A D'Ulizia, MC Caschera, F Ferri, P Grifoni - PeerJ Computer Science, 2021 - peerj.com
Fake news detection has gained increasing importance among the research community due
to the widespread diffusion of fake news through media platforms. Many dataset have been …

Credibility-based fake news detection

N Sitaula, CK Mohan, J Grygiel, X Zhou… - … , misinformation, and fake …, 2020 - Springer
Fake news can significantly misinform people who often rely on online sources and social
media for their information. Current research on fake news detection has mostly focused on …

Fake news detection techniques on social media: A survey

I Ali, MNB Ayub, P Shivakumara… - … and Mobile Computing, 2022 - Wiley Online Library
Social media platforms like Twitter have become common tools for disseminating and
consuming news because of the ease with which users can get access to and consume it …

Evaluating the effectiveness of publishers' features in fake news detection on social media

A Jarrahi, L Safari - Multimedia Tools and Applications, 2023 - Springer
With the expansion of the Internet and attractive social media infrastructures, people prefer
to follow the news through these media. Despite the many advantages of these media in the …

Multimodal fake news detection on social media: a survey of deep learning techniques

C Comito, L Caroprese, E Zumpano - Social Network Analysis and Mining, 2023 - Springer
The escalation of false information related to the massive use of social media has become a
challenging problem, and significant is the effort of the research community in providing …

Fake news: Fundamental theories, detection strategies and challenges

X Zhou, R Zafarani, K Shu, H Liu - … conference on web search and data …, 2019 - dl.acm.org
The explosive growth of fake news and its erosion to democracy, justice, and public trust
increased the demand for fake news detection. As an interdisciplinary topic, the study of fake …