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 …

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 …

Multiple features based approach for automatic fake news detection on social networks using deep learning

SR Sahoo, BB Gupta - Applied Soft Computing, 2021 - Elsevier
In recent years, the rise of Online Social Networks has led to proliferation of social news
such as product advertisement, political news, celebrity's information, etc. Some of the social …

Fake news, rumor, information pollution in social media and web: A contemporary survey of state-of-the-arts, challenges and opportunities

P Meel, DK Vishwakarma - Expert Systems with Applications, 2020 - Elsevier
Internet and social media have become a widespread, large scale and easy to use platform
for real-time information dissemination. It has become an open stage for discussion …

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 …

Cross-modal ambiguity learning for multimodal fake news detection

Y Chen, D Li, P Zhang, J Sui, Q Lv, L Tun… - Proceedings of the ACM …, 2022 - dl.acm.org
Cross-modal learning is essential to enable accurate fake news detection due to the fast-
growing multimodal contents in online social communities. A fundamental challenge of …

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 …

Fake news detection within online social media using supervised artificial intelligence algorithms

FA Ozbay, B Alatas - Physica A: statistical mechanics and its applications, 2020 - Elsevier
Along with the development of the Internet, the emergence and widespread adoption of the
social media concept have changed the way news is formed and published. News has …

COVIDLies: Detecting COVID-19 misinformation on social media

T Hossain, RLL Iv, A Ugarte, Y Matsubara… - Proceedings of the …, 2020 - aclanthology.org
The ongoing pandemic has heightened the need for develo** tools to flag COVID-19-
related misinformation on the internet, specifically on social media such as Twitter. However …

The facts of fake news: A research review

EC Tandoc Jr - Sociology Compass, 2019 - Wiley Online Library
This article offers a review of scholarly research on the phenomenon of fake news. Most
studies have so far focused on three main themes: the definition and the scope of the …