Fake news detection: A survey of graph neural network methods

HT Phan, NT Nguyen, D Hwang - Applied Soft Computing, 2023 - Elsevier
The emergence of various social networks has generated vast volumes of data. Efficient
methods for capturing, distinguishing, and filtering real and fake news are becoming …

[HTML][HTML] Sentiment analysis for fake news detection

MA Alonso, D Vilares, C Gómez-Rodríguez, J Vilares - Electronics, 2021 - mdpi.com
In recent years, we have witnessed a rise in fake news, ie, provably false pieces of
information created with the intention of deception. The dissemination of this type of news …

[HTML][HTML] FakeBERT: Fake news detection in social media with a BERT-based deep learning approach

RK Kaliyar, A Goswami, P Narang - Multimedia tools and applications, 2021 - Springer
In the modern era of computing, the news ecosystem has transformed from old traditional
print media to social media outlets. Social media platforms allow us to consume news much …

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 …

Fake news game confers psychological resistance against online misinformation

J Roozenbeek, S Van der Linden - Palgrave Communications, 2019 - nature.com
The spread of online misinformation poses serious challenges to societies worldwide. In a
novel attempt to address this issue, we designed a psychological intervention in the form of …

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 …

Citizens versus the internet: Confronting digital challenges with cognitive tools

A Kozyreva, S Lewandowsky… - … Science in the Public …, 2020 - journals.sagepub.com
The Internet has evolved into a ubiquitous and indispensable digital environment in which
people communicate, seek information, and make decisions. Despite offering various …

The spread of true and false news online

S Vosoughi, D Roy, S Aral - science, 2018 - science.org
We investigated the differential diffusion of all of the verified true and false news stories
distributed on Twitter from 2006 to 2017. The data comprise~ 126,000 stories tweeted by~ 3 …

The fake news game: actively inoculating against the risk of misinformation

J Roozenbeek, S Van Der Linden - Journal of risk research, 2019 - Taylor & Francis
The rapid spread of online misinformation poses an increasing risk to societies worldwide.
To help counter this, we developed a 'fake news game'in which participants are actively …

A survey on multimodal disinformation detection

F Alam, S Cresci, T Chakraborty, F Silvestri… - arxiv preprint arxiv …, 2021 - arxiv.org
Recent years have witnessed the proliferation of offensive content online such as fake news,
propaganda, misinformation, and disinformation. While initially this was mostly about textual …