Inspiration
- Making news more interesting according to users
- Receiving news that are not relevant at all
- Post good quality articles
What it does
- Real time virality prediction of content
- Push the content directly from Dashboard to the app on a click
- Learn the latest trends automatically using Machine Learning
How we built it
- Data scraping -- Machine Learning -- Real time prediction -- App push notification
- JavaScript -- Chrome Extension -- Semantically similar words -- GloVe
Challenges we ran into
- Data scraping issues (context based research)
- Chrome extension issues (which didn't work initially)
- Training large data set
Accomplishments that we're proud of
- Was able to create a working demo within the time span.
What we learned
- Develop something big in a very short span
What's next for notJusNews & GoViral
- Predict virality based on geolocation and time
- Integrate the chrome extension with the dashboard
- Real time data analytics for the prediction
- Support for other languages
- Rephrase headlines according to the user behavior for specific class of users in the app to increase user engagement
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