https://github.com/multivacplatform/multivac-fakenews

Detecting users and communities which propagate fake news on Twitter by Apache Spark
https://github.com/multivacplatform/multivac-fakenews

deep-learning fakenews machine-learning spark twitter

Last synced: 29 days ago
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Detecting users and communities which propagate fake news on Twitter by Apache Spark

• Host: GitHub
• URL: https://github.com/multivacplatform/multivac-fakenews
• Owner: multivacplatform
• License: mit
• Created: 2017-12-22T12:11:05.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2019-01-11T16:18:55.000Z (about 6 years ago)
• Last Synced: 2024-11-13T08:37:24.093Z (3 months ago)
• Topics: deep-learning, fakenews, machine-learning, spark, twitter
• Language: Scala
• Homepage: https://multivac.iscpif.fr
• Size: 205 KB
• Stars: 2
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

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README

        
# multivac-fakenews [![GitHub license](https://img.shields.io/badge/license-MIT-blue.svg)](https://github.com/multivacplatform/multivac-fakenews/blob/master/LICENSE) [![Build Status](https://travis-ci.org/multivacplatform/multivac-fakenews.svg?branch=master)](https://travis-ci.org/multivacplatform/multivac-fakenews) [![Multivac Discuss](https://img.shields.io/badge/multivac-discuss-ff69b4.svg)](https://discourse.iscpif.fr/c/multivac) [![Multivac Channel](https://img.shields.io/badge/multivac-chat-ff69b4.svg)](https://chat.iscpif.fr/channel/multivac)

## 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](http://www.lemonde.fr/verification/)

#### 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](https://github.com/multivacplatform/code-of-conduct/blob/master/code-of-conduct.md). Additionally, see the [Typelevel Code of Conduct](http://typelevel.org/conduct) for specific examples of harassing behavior that are not tolerated.

## Copyright and License

Code and documentation copyright (c) 2017-2019 [ISCPIF - CNRS](http://iscpif.fr). Code released under the [MIT license](https://github.com/multivacplatform/multivac-fakenews/blob/master/LICENSE).