Spotify Patents

Personalized Media Recommendations

Spotify filed these patents around Personalized Media Recommendations in the last 5 years

# Patent No. Short Description
1. US20190138551A1 Selecting content items for users based on feedback and user attributes to improve radio station programming and personalized content recommendations
2. US9406072B2 Predicting demographic data from music preferences using a machine learning model trained on taste profiles
3. US20200159744A1 Cross-media recommendation system that uses taste profiles to generate personalized recommendations across different media types like music, books, movies, and games
4. US20230144529A1 Cadence-based playlists for supporting repetitive motion activities like running
5. US9110955B1 A method for providing personalized content recommendations using implicit user feedback
6. US11698932B2 A system for recommending media content items to add to a playlist
7. US10891948B2 Determining taste attributes of a user from an audio signal to personalize media recommendations
8. US11297017B2 Providing access to digital media content within a conversational messaging environment, through the use of a media content bot
9. US11514117B2 Enabling use of media content bots in social messaging environments that support group chat
10. US11689302B2 Personalizing media content in accordance with one or more metrics that measure nostalgia
11. US11436472B2 Recommending media suitable for a designated activity using data extracted from media object lists
12. US10334073B2 Personalizing content for users of a media content service by sorting sessions into groups based on session characteristics, dividing each group into clusters using a machine-learning algorithm, and identifying the user session cluster to personalize content for that user
13. US10250933B2 A contextually-aware video recommendation system that uses metadata from multiple sources to understand video content and provide recommendations
14. US11003710B2 Method and apparatus for generating more accurate playlists and song recommendations by recognizing and indexing context signals on a mobile device
15. US8073854B2 Determining the similarity between audio tracks by comparing their acoustic and cultural metadata

Download the full patent report containing all of the 80 patents