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Combining demographic data with collaborative filtering for automatic music recommendation

Yapriady, B and Uitdenbogerd, A 2005, 'Combining demographic data with collaborative filtering for automatic music recommendation', in Knowledge-Based Intelligent Information and Engineering Systems, Part 4, Melbourne, 14-16 September 2005.

Document type: Conference Paper
Collection: Conference Papers

Title Combining demographic data with collaborative filtering for automatic music recommendation
Author(s) Yapriady, B
Uitdenbogerd, A
Year 2005
Conference name International Conference on Information and Engineering Systems
Conference location Melbourne
Conference dates 14-16 September 2005
Proceedings title Knowledge-Based Intelligent Information and Engineering Systems, Part 4
Publisher Springer
Place of publication Berlin
Abstract It has been shown in several studies that demographics such as gender, socio-economic background and age affect one's musical tastes. In this work we combine these factors with traditional collaborative filtering techniques in order to improve recommendation precision. We propose a simple measure for combining the data and show that it has potential for this application.
Subjects Business Information Management (incl. Records, Knowledge and Information Management, and Intelligence)
Copyright notice © Springer-Verlag Berlin Heidelberg 2005
ISBN 9783540288978
 
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Created: Wed, 22 Jul 2009, 15:47:23 EST by Catalyst Administrator