ANALYSIS OF FAKE DATA ON SOCIAL MEDIA

Tanisha Majumder, Farooque Azam, Kaja ., Vijay B, Asmita Rani

Abstract


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. We have made a satisfactory improvement against the methods used before and found the accuracy of our model as 93%.


Keywords


Facebook, Fake news, LSTM, ANN

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References


Jain and A. Kasbe, "Fake News Detection,"in Proc of 2018 IEEE International Students' Conference on Electrical, Electronics and Computer Science (SCEECS), Bhopal, pp. 203-223,2018

M. M. Kotteti, X. Dong, N. Li, and L. Qian,"Fake News Detection Enhancement with Data Imputation,” in Proc of2018 IEEE




DOI: https://doi.org/10.26483/ijarcs.v11i0.6589

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