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“Genius” iTunes Recommender September 10, 2008

Posted by Andre Vellino in Collaborative filtering, Recommender service.
3 comments

Thanks to Paul Lamere for a nice review of iTune’s new Genius music recommender.  Some highlights:

…iTunes recommendations seem to be rather run-of-the-mill collaborative filtering recommendations based upon the wisdom of the crowds

… recommendations seem to be artist-based and not album or track-based.

… the Genius just picks tracks from similar artists regardless of how well the track is representative for the artist

The iTunes Genius is just a run-of-the-mill collaborative filtering recommender …. There’s no transparency in the recommendations like at Pandora. – the Genius just gives rather pedestrian recommendations and playlists.