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Fake-News-Detection

IndiSafe-Hackathon'23
- Team K-TRAPS

GitHub issues GitHub stars GitHub contributors
Fake News Detector to check the authenticity of news articles

The key features:
  • Along with checking validity of the news also cites the reliable souces and information related to the topic
  • Recommendation system and analysis of trending news

WhatsApp Image 2023-04-13 at 9 33 20 AM

Features

User-Side 👨‍🎓

  • User can validate news articles
  • Obtained results can be shared on social media platforms WhatsApp Image 2023-04-13 at 9 51 28 AM

Admin-side👨‍💻

  • Keep a record of trending news
  • Analysis of news in terms of validity, hate speech, category,etc
  • News is analysed in different categories like sports, politics, entertainment, education etc
  • Recommendation system: to reduce the misinformation on social media of the user using filters WhatsApp Image 2023-04-13 at 9 41 39 AM

Web-Plugin🧩

  • For an easier access of the fake news detector system we have come up with a chrome extension of the system
  • Just download the chrome extension from chrome store
  • User can select the text he/ she wants to verify right click and verify the validity of the news in two clicks WhatsApp Image 2023-04-13 at 9 45 32 AM

🛠️ Project Setup

For Web

  1. Clone the repository
https://github.com/adwaitmandge/fake-news-detection

To start the User interface

cd client
npm install
npm run dev

To start the express server

cd server
npm install
npm start

To start the flask server

cd flask
pip install -r requiremnets.txt
export FLASK_APP=main.py
export FLASK_DEBUG=1
flask run

🤖 Technology Stack

Frontend:-Next JS TailwindCSS Python

Backend:- NodeJSExpress.jsPyTorch MongoDBFlask

👩‍💻 Team members

  • Adwait Mandge
  • Pranav Janjani
  • Rohan Fatehchandka
  • Kunal Goudani
  • Tanaya Shelke
  • SiddheshSingh Tanwar

🔗 Links