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Abstract Fake news is a worrying phenomenon which is growing increasingly widespread, partly because of the ease with which it is disseminated online. Combating the spread of fake news requires a clear understanding of the nature of fake news.
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Fake news detection in social media based on sentiment analysis using classifier techniques
Fake news on social media, has spread for personal or societal gain. Detecting fake news is a multi-step procedure that entails analysing the content of the news to assess its trustworthiness.
S. V. Balshetwar +2 more
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Research suggests that Facebook’s reputation as a news source is in decline. One reason for this development might be found in how users perceive their own exposure to alleged ‘fake news’ - a phenomenon which has been strongly linked to Facebook in ...
Philipp Müller, Anne Schulz
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DECOR: Degree-Corrected Social Graph Refinement for Fake News Detection [PDF]
Recent efforts in fake news detection have witnessed a surge of interest in using graph neural networks (GNNs) to exploit rich social context. Existing studies generally leverage fixed graph structures, assuming that the graphs accurately represent the ...
Jiaying Wu, Bryan Hooi
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Nowadays, social media has become the main source of news around the world. The spread of fake news on social networks has become a serious global issue, damaging many aspects, such as political, economic, and social aspects, and negatively affecting the
Suhaib Kh. Hamed +2 more
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Abstract Do we live in a post-truth era where fake news and alternative facts run rampant? This suggestion has become a staple of recent non-fiction writing. Others disagree and suggest that contemporary fake news is really nothing new. This chapter examines what, if anything, is novel about contemporary fake news.
Novaes, Catarina Dutilh +1 more
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Sin financiación No data JCR 2020 0.844 SJR (2020) Q2, 4/10 Optometry No data IDR 2020 ...
Carracedo Rodríguez, Gonzalo +1 more
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Stemming the Tide of Fake News about the COVID-19 Pandemic
While the world has been combating COVID, there has also been an ongoing “Infodemic,” caused by the spread of fake news about the pandemic. Due to the rapid data sharing on social media, the impact of fake news can be quite damaging.
Chih-yuan Li, Soon Chun, James Geller
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MCWDST: A Minimum-Cost Weighted Directed Spanning Tree Algorithm for Real-Time Fake News Mitigation in Social Media [PDF]
The widespread availability of internet access and handheld devices confers to social media a power similar to the one newspapers used to have. People seek affordable information on social media and can reach it within seconds. Yet this convenience comes
Ciprian-Octavian Truicua +3 more
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Comparing the Willingness to Share for Human-generated vs. AI-generated Fake News [PDF]
Generative artificial intelligence (AI) presents large risks for society when it is used to create fake news. A crucial factor for fake news to go viral on social media is that users share such content.
Amirsiavosh Bashardoust +2 more
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