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Detecting users and communities which propagate fake news on Twitter by Apache Spark

Home Page: https://multivac.iscpif.fr

License: MIT License

Scala 100.00%

spark twitter fakenews deep-learning machine-learning

multivac-fakenews's Introduction

multivac-fakenews

Introduction

Detecting users and communities in Twitter which are propagating fake and biased news sources by comparing them against existing Fake News databases.

Data

FakeNews:

Over 5000 hoax URLS constructed by Decodex

ML/Deep learning:

Embedding: 100-dimensional pre-trained GloVe embeddings of 400k words which trained on a 2014 dump of English Wikipedia. (https://nlp.stanford.edu/data/glove.6B.zip)

Code of Conduct

This, and all github.com/multivacplatform projects, are under the Multivac Platform Open Source Code of Conduct. Additionally, see the Typelevel Code of Conduct for specific examples of harassing behavior that are not tolerated.

Copyright and License

Code and documentation copyright (c) 2017-2019 ISCPIF - CNRS. Code released under the MIT license.

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