Spotify recommendation system
GPTKB entity
Statements (51)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
music recommendation system
|
| gptkbp:developedBy |
gptkb:Spotify
|
| gptkbp:goal |
music discovery
user engagement personalized music recommendations |
| gptkbp:hasFeature |
gptkb:radio_station
gptkb:Discover_Weekly gptkb:Release_Radar gptkb:Daily_Mix gptkb:Made_For_You_playlists |
| https://www.w3.org/2000/01/rdf-schema#label |
Spotify recommendation system
|
| gptkbp:influenced |
playlist creation
user retention music streaming experience |
| gptkbp:launched |
2015
|
| gptkbp:supportsAlgorithm |
convolutional neural networks
natural language processing recurrent neural networks collaborative filtering audio analysis matrix factorization |
| gptkbp:updatedFrequently |
true
|
| gptkbp:uses |
gptkb:Echonest_technology
gptkb:Spotify_API location data social data audio features audio fingerprinting contextual data user interactions user listening history temporal patterns popularity metrics artist similarity genre classification like/dislike feedback mood detection playlist data session data skip data track co-occurrence track metadata user demographic data user device data user explicit ratings user playlist additions user playlist follows user search queries user subscription type |
| gptkbp:bfsParent |
gptkb:Recommender_Systems_(RecSys)
|
| gptkbp:bfsLayer |
6
|