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 …

Combating misinformation in the age of llms: Opportunities and challenges

C Chen, K Shu - AI Magazine, 2024 - Wiley Online Library
Misinformation such as fake news and rumors is a serious threat for information ecosystems
and public trust. The emergence of large language models (LLMs) has great potential to …

Fighting an infodemic: Covid-19 fake news dataset

P Patwa, S Sharma, S Pykl, V Guptha, G Kumari… - … Online Hostile Posts in …, 2021 - Springer
Along with COVID-19 pandemic we are also fighting an 'infodemic'. Fake news and rumors
are rampant on social media. Believing in rumors can cause significant harm. This is further …

Fake news detection using machine learning ensemble methods

I Ahmad, M Yousaf, S Yousaf, MO Ahmad - Complexity, 2020 - Wiley Online Library
The advent of the World Wide Web and the rapid adoption of social media platforms (such
as Facebook and Twitter) paved the way for information dissemination that has never been …

An overview of online fake news: Characterization, detection, and discussion

X Zhang, AA Ghorbani - Information Processing & Management, 2020 - Elsevier
Over the recent years, the growth of online social media has greatly facilitated the way
people communicate with each other. Users of online social media share information …

Compare to the knowledge: Graph neural fake news detection with external knowledge

L Hu, T Yang, L Zhang, W Zhong, D Tang… - Proceedings of the …, 2021 - aclanthology.org
Nowadays, fake news detection, which aims to verify whether a news document is trusted or
fake, has become urgent and important. Most existing methods rely heavily on linguistic and …

Mvae: Multimodal variational autoencoder for fake news detection

D Khattar, JS Goud, M Gupta, V Varma - The world wide web conference, 2019 - dl.acm.org
In recent times, fake news and misinformation have had a disruptive and adverse impact on
our lives. Given the prominence of microblogging networks as a source of news for most …

A survey on fake news and rumour detection techniques

A Bondielli, F Marcelloni - Information sciences, 2019 - Elsevier
False or unverified information spreads just like accurate information on the web, thus
possibly going viral and influencing the public opinion and its decisions. Fake news and …

Fake news detection on social media using geometric deep learning

F Monti, F Frasca, D Eynard, D Mannion… - arXiv preprint arXiv …, 2019 - arxiv.org
Social media are nowadays one of the main news sources for millions of people around the
globe due to their low cost, easy access and rapid dissemination. This however comes at the …

Combating fake news: A survey on identification and mitigation techniques

K Sharma, F Qian, H Jiang, N Ruchansky… - ACM Transactions on …, 2019 - dl.acm.org
The proliferation of fake news on social media has opened up new directions of research for
timely identification and containment of fake news and mitigation of its widespread impact on …