A comprehensive review on fake news detection with deep learning

MF Mridha, AJ Keya, MA Hamid, MM Monowar… - IEEE …, 2021 - ieeexplore.ieee.org
A protuberant issue of the present time is that, organizations from different domains are
struggling to obtain effective solutions for detecting online-based fake news. It is quite …

Fake news detection based on explicit and implicit signals of a hybrid crowd: An approach inspired in meta-learning

PMS Freire, FRM da Silva, RR Goldschmidt - Expert Systems with …, 2021 - Elsevier
The problem of automatic Fake News detection in digital media of news distribution (DMND-
eg, social networks, online newspaper, etc) has become even more relevant. Among the …

Fake news early detection: A theory-driven model

X Zhou, A Jain, VV Phoha, R Zafarani - Digital Threats: Research and …, 2020 - dl.acm.org
Massive dissemination of fake news and its potential to erode democracy has increased the
demand for accurate fake news detection. Recent advancements in this area have proposed …

Cure or poison? Identity verification and the posting of fake news on social media

MS Pang, PA Pavlou - Fake News on the Internet, 2023 - taylorfrancis.com
The proliferation of fake news on social media has become a major societal and political
problem. Meanwhile, social media platforms have started to require identity verification from …

Misinformation as a Window into Prejudice: COVID-19 and the Information Environment in India

SZ Akbar, A Panda, D Kukreti, A Meena… - Proceedings of the ACM …, 2021 - dl.acm.org
In the aftermath of the COVID-19 crisis, there has been a massive amount of misinformation
both related to the condition, and a range of linked social and economic issues. We present …

Fake news research: Theories, detection strategies, and open problems

R Zafarani, X Zhou, K Shu, H Liu - Proceedings of the 25th ACM SIGKDD …, 2019 - dl.acm.org
Fake news has become a global phenomenon due its explosive growth, particularly on
social media. The goal of this tutorial is to (1) clearly introduce the concept and …

Datavoidant: An ai system for addressing political data voids on social media

C Flores-Saviaga, S Feng, S Savage - … of the ACM on human-computer …, 2022 - dl.acm.org
The limited information (data voids) on political topics relevant to underrepresented
communities has facilitated the spread of disinformation. Independent journalists who …

Deep Learning for Combating Misinformation in Multicategorical Text Contents

R Kozik, W Mazurczyk, K Cabaj, A Pawlicka, M Pawlicki… - Sensors, 2023 - mdpi.com
Currently, one can observe the evolution of social media networks. In particular, humans are
faced with the fact that, often, the opinion of an expert is as important and significant as the …

Disinformation detection on social media: An integrated approach

S Rastogi, D Bansal - Multimedia Tools and Applications, 2022 - Springer
The emergence of social media platforms has amplified the dissemination of false
information in various forms. Social media gives rise to virtual societies by providing freedom …

Untangling the web of misinformation and false beliefs

GV Johar - Journal of Consumer Psychology, 2022 - Wiley Online Library
Abstract Stanley et al.(2022) underscore four fundamental cognitive principles that underlie
the human belief system. These include the truth bias (a predisposition to believe incoming …