How To Do Music Recommendation

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

How To Do Music Recommendation

by maryrosecook

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How To Do Music Recommendation Presentation Transcript

http://lanyrd.com	7
http://www.slideshare.net	2
http://www.e-presentations.us	2