Therefore, fake news detection has become a significant research area. In this study, a detection model containing two different steps has been proposed to detect fake news in social media. The proposed model is an approach that combines methods of text analysis and supervised artificial ...
Fake news is continuously spreading through social media. One such forum is Facebook. Identifying the originality of news has been the focus of this research article. In this paper, we are going to propose LSTM based model for the authenticity of the news. We have used ANN for classification...
Fake news mitigationSocial mediaOpportunitiesFuture challengesFake news, particularly with the speed and reach of unverified/false information dissemination, is a troubling trend with potential political and societal consequences, as evidenced in the 2016 United States presidential election, the ongoing CO...
Fake news (FN) on social media (SM) rose to prominence in 2016 during the United States of America presidential election, leading people to question science, true news (TN), and societal norms. FN is increasingly affecting societal values, changing opinions on critical issues and topics as wel...
This research paper explores the tools and methods used to spread fake news and manipulate public opinion: the services that enable them, their appearance on social media sites, and the motivations behind these activities.
Social Science Electronic PublishingKim, Antino; Moravec, Patricia; Dennis, Aalan R. (2017). "Behind the stars: The effects of news source ratings on fake news in social media". Kelley school of business research. Paper n. 18-3.
The history of journalism and news diffusion is tightly coupled with the effort to dispel hoaxes, misinformation, propaganda, unverified rumours, poor reporting, and messages containing hate and divisions. With the explosive growth of online social media and billions of individuals engaged with consuming...
While social media provides space for news to spread, it can also become a hotbed of misinformation. Following the 2016 presidential election in the United States, the topic of fake news has been discussed extensively by policymakers and popular news media, but insufficiently examined empirically. ...
FakeNewsNet FakeNewsTracker, for collecting, analyzing, and visualizing of fake news and the related dissemination on social media. Check it out! LatestFakeNewsNetdataset mentioned in arxiv paper will be released soon! Please use the current up-to-date version of dataset:...
News spreads most widely on social media; however, these platforms can also disseminate fake news, especially in times of crisis, leading to serious societ