Oscar celma phd thesis ku

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February, 16th [ Slideshare oscar celma phd thesis ku. Long Tail navigation using audio content-based similarity [ AVI ]. FOAFing visit web page Music demo 1: New music releases [ MOV ].

Music Recommendation and Discovery in the Long Tail (Òscar Celma, 2008)

FOAFing the Music demo 2: Recommended artists [ MOV ]. Music consumption is biased towards oscar celma phd thesis ku few popular artists. There is a oscar celma phd thesis ku to assist people to filter, discover, personalise and recommend from the huge amount of music content available along the Long Tail.

Current music recommendation algorithms try to accurately predict what people demand to listen to. Oscar celma phd, quite often thesis algorithms tend to recommend popular -or well-known to the user- music, decreasing the effectiveness of the oscar celma phd thesis ku. These approaches focus on improving the accuracy of the recommendations.

That is, try to make accurate predictions about what a user could listen to, or buy next, independently of how read more to the user could be oscar celma provided recommendations. In this Thesis we stress the importance of phd thesis user's perceived quality of the recommendations. We model the Long Tail curve of artist popularity to predict -potentially- interesting and unknown music, hidden in the tail of the popularity curve. Effective recommendation systems should promote novel and relevant material non-obvious recommendationstaken primarily from the tail of a popularity distribution.

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oscar celma phd thesis ku The main contributions of this Thesis are: Our findings have significant implications for recommender systems that assist users to explore the Long Tail, digging for content they might oscar celma phd thesis ku. Ricardo Baeza Yates Yahoo!

Oscar celma phd thesis ku Lamere Sun Labs. Music Recommendation and Discovery in the Long Tail Defense Slides February, 16th [ Slideshare ] Videos 1: Long Tail navigation using audio content-based similarity [ AVI ] 2: Searchsounds demo [ AVI ] 3: New music releases [ MOV ] 4: Research Barcelona Secretary Dr.

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