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FAKE NEWS DETECTION

Project for the course Learning From Networks 2023-24, UniPD
The goal was to build a machine learning model capable of detecting fake news shared in social media, while also analyzing the graph topology of social tweet networks to see if they hold useful information to improve such classification.

Repository structure:

  • **LFN_final_project.ipynb**: jupyter notebook that contains the project code.
  • **fakeNewsDataset**: folder that contains the four datasets used in the project.

Code execution

To correctly run the code, make sure that the notebook is in the same folder of the "fakeNewsDataset" directory.

Authors

Anna Marchesini (https://github.com/annaamarche)
Carlotta Schiavo (https://github.com/carlottaSchiavo)
Federico Gelain (https://github.com/FedericoGelain)

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