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Mutual proximity graphs for improved reachability in music recommendation

This paper is concerned with the impact of hubness, a general problem of machine learning in high-dimensional spaces, on a real-world music recommendation system based on visualisation of a k-nearest neighbour (knn) graph. Due to a problem of measuring distances in high dimensions, hub objects are r...

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Detalles Bibliográficos
Autores principales: Flexer, Arthur, Stevens, Jeff
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Routledge 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5750815/
https://www.ncbi.nlm.nih.gov/pubmed/29348779
http://dx.doi.org/10.1080/09298215.2017.1354891