Praful932 / Kitabe

Book Recommendation System built for Book Lovers📖. Simply Rate ⭐ some books and get immediate recommendations🤩
https://kitabe.up.railway.app/
MIT License
165 stars 152 forks source link

Recommendations based on what the user views #261

Closed liperrino closed 2 years ago

liperrino commented 2 years ago

Is your feature request related to a problem? Please describe. I would like to have suggestions based on what the user views too Describe the solution you'd like If a user clicks on a book of a particular gender(3 times) then next reload suggestions will be more based on that gender and the rest of genders on which he has clicked too. Are you willing to contribute to this issue? Yes, But don't have the knowledge for that Describe alternatives you've considered

Additional context I would also like to know how you have obtained your train models in static folder.

Praful932 commented 2 years ago

Hi @liperrino, Could you elaborate on what you mean by gender?

book of a particular gender(3 times) By any chance did you mean to say genre?

As for the train models, you can refer the Notebook and Files section in the Readme particularly the Cleaning & Embedding Notebook from which the resulting embeddings are generated and the Tfidf Notebook From which the Tfidf Matrices are generated