The Topology of Music Recommendation Networks

Details The Topology of Music Recommendation Networks The Topology of Music Recommendation Networks

2005-12-29

arxiv.org/abs/physics/0512266v1

Physics

Physics and Society

15 pages, 3 figures

Scientific paper

10.1063/1.2137622

We study the topology of several music recommendation networks, which rise from relationships between artist, co-occurrence of songs in playlists or experts' recommendation. The analysis uncovers the emergence of complex network phenomena in this kind of recommendation networks, built considering artists as nodes and their resemblance as links. We observe structural properties that provide some hints on navigation and possible optimizations on the design of music recommendation systems. Finally, the analysis derived from existing music knowledge sources provides a deeper understanding of the human music similarity perceptions.

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