Spotify Ab

Stanislav Chekalin

Matthew Budelman

Christopher James Ciollaro

Colin Patrick Fahy

Mark VanMiddlesworth

Leila Catherine Siddique

The various implementations described herein include methods and devices for generating personalized playlists. In one aspect, a method includes obtaining information about recent media items presented to a user, the information including data about a respective time of day and day of week each media item was presented to the user. The method further includes grouping the recent media items into clusters based on time of day and day of week; and generating a recommendation vector using a weighted average of the clusters. The method also includes generating a playlist for the user by identifying a plurality of media items using the recommendation vector; and presenting the playlist to the user.

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Brooklyn, NY, United States of America

Stanislav Chekalin