gabll / some-like-it-hoax

Code for the paper "Some Like it Hoax: Automated Fake News Detection in Social Networks" by E.Tacchini, G.Ballarin, M.L.Della Vedova, S.Moret and L.De Alfaro (2017)

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some-like-it-hoax

Code for the paper Some Like it Hoax: Identifying Fake News in Social Networks (2017) by Eugenio Tacchini, Gabriele Ballarin, Marco L. Della Vedova, Stefano Moret and Luca De Alfaro

Folder structure

  • dataset: code for obtaining the dataset
  • EDA: exploratory data analysis
  • logistic-regression: tests performed on logistic regression
  • crowdsourcing: tests performed on boolean label crowdsourcing

Requirements

See requirements.txt

Credits

Eugenio Tacchini, Gabriele Ballarin, Marco L. Della Vedova, Stefano Moret, Luca De Alfaro

License

This repository is licensed under the MIT License

About

Code for the paper "Some Like it Hoax: Automated Fake News Detection in Social Networks" by E.Tacchini, G.Ballarin, M.L.Della Vedova, S.Moret and L.De Alfaro (2017)

License:MIT License


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Language:Jupyter Notebook 92.9%Language:Python 7.1%