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How To Do Music Recommendation
 

How To Do Music Recommendation

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Based on the algorithm for theperceptron.com

Based on the algorithm for theperceptron.com

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    How To Do Music Recommendation How To Do Music Recommendation Presentation Transcript

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