How To Do Music Recommendation
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How To Do Music Recommendation

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Based on the algorithm for theperceptron.com

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How To Do Music Recommendation Presentation Transcript

  • 1. Finding a band to fall in love with @maryrosecook maryrosecook.com
  • 2. How? Take a band the user likes. Find connected bands. Show in order of connection strength.
  • 3. Connections Myspace friendship
  • 4. Connections Mixtape
  • 5. Connections Record label
  • 6. Connections Tiny Mix Tapes review recommendation
  • 7. Connections Epitonic similar artist
  • 8. Connections User suggestion
  • 9. Connections last.fm recommendation
  • 10. Connections mp3 blog
  • 11. Recommendation Rating
  • 12. Connection Strength connection source weight sum + connection rating Average of all connection Average of ratings for this source ratings specific connection
  • 13. Good Multiple connection sources means diversity. Global + local ratings mean subtle strengths.
  • 14. Bad Connection strengths barely personalised. 120,000 bands. Only immediate connections considered. Ignores band quality. Ignores band popularity. Ignores music taste evolution.
  • 15. Terrible Music recommendation separated from life?
  • 16. Thank you for your kind attention