arvinsingh/ELISA

Fake News Detection using Statistical Analysis.

Visit ELISA

ELISA (Exploratory reLiable Information Scanning in Articles) - The AI for Fake News Detection

Team

1. Arvinder Pal Singh Bali
2. Mexson Fernandes
3. Sourabh Choubey

Table of Content

1. Draft Proposal Form
2. Documentation
3. Dataset
4. Services
   
   • Django App
   • Chatbot (DialogFlow)
   • Hadoop Ecosystem (Database)
   • Decentralized News Application
   • Fake News Generator

Project Modules

Run project

Run Django server

1. go to "ELISA/DjangoServer/" directory
2. run "source venv/bin/activate"
3. run "cd ELISA_Django_Server"
4. run "pip3 install -r requirements.txt"
5. run "python3 manage.py runserver"

Requirements

• Python 3.6
• Django 2.0
• Hadoop 3.0
• Java 8

References

• https://github.com/arvinsingh/talos-fnc-1-py3
• https://github.com/fake-news-detector
• https://medium.com/@Genyunus/detecting-fake-news-with-nlp-c893ec31dee8
• https://thetrustproject.org/
• https://www.newstracker.org/
• https://machinebox.io/docs/fakebox
• https://github.com/chen0040/keras-fake-news-generator-and-detector
• Fake News Websites
  • https://en.wikipedia.org/wiki/List_of_fake_news_websites
  • http://fakenewswatch.com/
  • https://www.dailydot.com/layer8/fake-news-sites-list-facebook/
  • http://www.politifact.com/punditfact/article/2017/apr/20/politifacts-guide-fake-news-websites-and-what-they/
  • https://tracemap.info/
  • http://hoaxanalyzer.com/
  • https://www.thomsonreuters.com.br/pt/financeiras/blog/reuters-cria-detector-de-fake-news.html
• Fact checking wesbites
  • http://www.factcheck.org/
  • http://www.politifact.com/
  • https://apublica.org/
  • http://piaui.folha.uol.com.br/lupa/
  • http://jeanwyllys.com.br/wp/verdade-ou-mentira
  • https://www.snopes.com/
  • https://newslab.withgoogle.com/tout/trust-and-verification
• Browser extensions
  • http://bsdetector.tech/
  • https://chrome.google.com/webstore/detail/decodex/kbpkclapffgmndlaifaaalgkaagkfdod?hl=fr
• Rumours check
  • http://www.boatos.org/
• Bot detection
  • http://botson.net/
• Chat Bots
  • https://www.nbcnews.com/politics/2016-election/nbcnews-launches-nbc-politics-bot-facebook-messenger-n663821
• PDCA Cycle
  • https://dzone.com/articles/qa-for-machine-learning-models-with-the-pdca-cycle
• Dataset
  • https://github.com/KaiDMML/FakeNewsNet
  • https://github.com/genyunus/Detecting_Fake_News
  • https://github.com/clips/news-audit
  • https://github.com/marktron/fakenews/blob/master/fakenews
  • https://github.com/FakeNewsChallenge/fnc-1
  • https://github.com/several27/FakeNewsCorpus
  • https://github.com/nguyenvo09/fake_news_detection_deep_learning/tree/master/train_test_data
  • https://www.kaggle.com/arminehn/rumor-citation/data#
  • https://github.com/BenjaminDHorne/fakenewsdata1
  • https://github.com/GeorgeMcIntire/fake_real_news_dataset
  • https://github.com/PaytmBuildForIndia/FakeNews
  • https://github.com/fake-news-detector/scrappers/tree/master/scrappers