Skip to content

YaraAmin/song-recommender

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

3 Commits
 
 
 
 

Repository files navigation

song-recommender

Dataset: Million songs :http://millionsongdataset.com/

Methodology:

Popularity model - In this model, the new songs are recommended to a user based on the popularity of songs. This model is not the best one we can use since it has a hard drawback of always recommending the most popular songs to all the users. Hence most of the songs that any users are recommended to be the same.

Personalized model - In this model, the news songs are recommended using the users history and the genre's he likes. This model, thus has a very big advantage over the previous model that it will recommend songs based on a users choice and not the popularity of the songs. Hence curse of popularity is diminished to 0.

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published