[HTML][HTML] 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 …

Fake news detection on social media: A data mining perspective

K Shu, A Sliva, S Wang, J Tang, H Liu - ACM SIGKDD explorations …, 2017 - dl.acm.org
Social media for news consumption is a double-edged sword. On the one hand, its low cost,
easy access, and rapid dissemination of information lead people to seek out and consume …

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 on social media: a systematic survey

MK Elhadad, KF Li, F Gebali - 2019 IEEE Pacific Rim …, 2019 - ieeexplore.ieee.org
These days there are instabilities in many societies in the world, either because of political,
economic, and other societal issues. The advance in mobile technology has enabled social …

[HTML][HTML] 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 …

Supervised learning for fake news detection

JCS Reis, A Correia, F Murai, A Veloso… - IEEE Intelligent …, 2019 - ieeexplore.ieee.org
A large body of recent works has focused on understanding and detecting fake news stories
that are disseminated on social media. To accomplish this goal, these works explore several …

[图书][B] Detecting fake news on social media

K Shu, H Liu - 2022 - books.google.com
In the past decade, social media has become increasingly popular for news consumption
due to its easy access, fast dissemination, and low cost. However, social media also enables …

Fake news detection in social networks using machine learning and deep learning: Performance evaluation

W Han, V Mehta - 2019 IEEE international conference on …, 2019 - ieeexplore.ieee.org
The problems related to fake news are growing rapidly which results in misleading views on
some information. Social media networks are one of the fastest medium to spread …

Can machines learn to detect fake news? a survey focused on social media

F Cardoso Durier da Silva, R Vieira, AC Garcia - 2019 - scholarspace.manoa.hawaii.edu
Through a systematic literature review method, in this work we searched classical electronic
libraries in order to find the most recent papers related to fake news detection on social …

Fake news detection using deep learning models: A novel approach

S Kumar, R Asthana, S Upadhyay… - Transactions on …, 2020 - Wiley Online Library
With the ever increase in social media usage, it has become necessary to combat the
spread of false information and decrease the reliance of information retrieval from such …