A browser extension that adds a recommendation series and description for recommendation Lists.
- Download the latest zip from here
- Unzip the file
- Go to
chrome://extensions/in your browser - Turn on developer mode (top right corner)
- Click on
Load unpacked(top left corner) - Select the folder you unzipped
- Go to novelupdates.com and enjoy!
Go to a novel page on novelupdates.com
You should see a new section called Recommendations (AI) below the Related Series section.
Click on the extension icon, and you will see a popup with the following options:
- Top N: Number of recommendations to show
- Similarity: How much similarity you want to consider
- Rating: If you want to consider the rating
- Rank: If you want to consider the rank
- Save: Save the settings
NOTE: You can set the rating and rank to 0 if you only want to consider similar novels.
This is a small project created mainly to learn about Chrome extensions and recommendation systems. The recommendation system is a simple content-based system that uses the novel's description, genres, tags, rating, and rank to find similar novels. The similarity is calculated using cosine similarity. The recommendation system is running on pythonanywhere, and the extension is using a simple REST API to get the recommendations. Please note that since I'm using the free tier of Pythonanywhere, the API might be slow at times.