A review of factors affecting music recommender success

Uitdenbogerd, A and Schyndel, R 2002, 'A review of factors affecting music recommender success', in M. Fingerhut (ed.) ISMIR 2002, 3rd International Conference on Music Information Retrieval, Proceedings, Paris, France, 13-17 October 2002, pp. 204-208.


Document type: Conference Paper
Collection: Conference Papers

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Title A review of factors affecting music recommender success
Author(s) Uitdenbogerd, A
Schyndel, R
Year 2002
Conference name ISMIR 2002, 3rd International Conference on Music Information Retrieval
Conference location Paris, France
Conference dates 13-17 October 2002
Proceedings title ISMIR 2002, 3rd International Conference on Music Information Retrieval, Proceedings
Editor(s) M. Fingerhut
Publisher IRCAM - Centre Pompidou
Place of publication Paris, France
Start page 204
End page 208
Total pages 5
Abstract Much research has been published on musical taste, however, little has been studied by the builders of music recommenders. Implicit and explicit collaborative filtering has been used for making recommenders, in addition to the automatic classification of music into style categories based on extracted audio features. This paper surveys research into musical taste, reviews music recommender research, and outlines promising directions. In particular, we learned that demographic and personality factors have been shown to be factors influencing music preference. For mood, the main factors are tempo, tonality, distinctiveness of rhythm and pitch height.
Subjects Business Information Management (incl. Records, Knowledge and Information Management, and Intelligence)
Copyright notice 2002 IRCAM - Centre Pompidou
Additional Notes Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page.
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