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 …

A systematic literature review and existing challenges toward fake news detection models

M Nirav Shah, A Ganatra - Social Network Analysis and Mining, 2022 - Springer
Emerging of social media creates inconsistencies in online news, which causes confusion
and uncertainty for consumers while making decisions regarding purchases. On the other …

An ensemble machine learning approach through effective feature extraction to classify fake news

S Hakak, M Alazab, S Khan, TR Gadekallu… - Future Generation …, 2021 - Elsevier
There are numerous channels available such as social media, blogs, websites, etc., through
which people can easily access the news. It is due to the availability of these platforms that …

Big data ML-based fake news detection using distributed learning

A Altheneyan, A Alhadlaq - IEEE Access, 2023 - ieeexplore.ieee.org
Users rely heavily on social media to consume and share news, facilitating the mass dis-
semination of genuine and fake stories. The proliferation of misinformation on various social …

Optimizing hyperparameters and performance analysis of LSTM model in detecting fake news on social media

RR Rajalaxmi, LV Narasimha Prasad… - Transactions on Asian …, 2022 - dl.acm.org
Fake news detection recently received a lot of attention from the scientific community and
demands an optimal solution with high efficiency. Several studies were conducted using …

A comprehensive overview of fake news detection on social networks

U Sharma, J Singh - Social Network Analysis and Mining, 2024 - Springer
As social media and web-based forums have grown in popularity, the fast-spreading trend of
fake news has become a major threat to the government and other agencies. With the rise of …

A bibliometric analysis of disinformation through social media

M Akram, A Nasar, A Arshad-Ayaz - Online Journal of Communication and …, 2022 - ojcmt.net
The study's purpose is to systematically review the scholarly literature about disinformation
on social media, a space with enhanced concerns about nurturing propaganda and …

[HTML][HTML] Fake News Detection Revisited: An Extensive Review of Theoretical Frameworks, Dataset Assessments, Model Constraints, and Forward-Looking Research …

S Harris, HJ Hadi, N Ahmad, MA Alshara - Technologies, 2024 - mdpi.com
The emergence and acceptance of digital technology have caused information pollution and
an infodemic on Online Social Networks (OSNs), blogs, and online websites. The malicious …

Misinformation messages shared via WhatsApp in Mexico during the COVID-19 pandemic: an exploratory study

VJ Wirtz, G Millán-Garduño… - Health promotion …, 2023 - academic.oup.com
Little is known about the role of WhatsApp in spreading misinformation during the start of the
COVID-19 pandemic in Mexico. The aim of this study is to analyze the message content …

[HTML][HTML] Navigating the Disinformation Maze: A Bibliometric Analysis of Scholarly Efforts

GC Tătaru, A Domenteanu, C Delcea, MS Florescu… - Information, 2024 - mdpi.com
The increasing prevalence of disinformation has become a global challenge, exacerbated
by the rapid dissemination of information in online environments. The present study …