Personalized content-based retrieval in mobile music services

  • Authors:

  • Paraskevi S. Lampropoulou;Aristomenis S. Lampropoulos;George A. Tsihrintzis

  • Affiliations:

  • Department of Informatics, University of Piraeus, Piraeus 185 34, Greece. E-mail: {vlamp,arislamp,geoatsi}@unipi.gr;Department of Informatics, University of Piraeus, Piraeus 185 34, Greece. E-mail: {vlamp,arislamp,geoatsi}@unipi.gr;Department of Informatics, University of Piraeus, Piraeus 185 34, Greece. E-mail: {vlamp,arislamp,geoatsi}@unipi.gr

  • Venue:
  • Proceedings of the 2008 conference on Knowledge-Based Software Engineering: Proceedings of the Eighth Joint Conference on Knowledge-Based Software Engineering
  • Year:
  • 2008

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Abstract

ALIMOS is a middleware system that facilitates the access to digital music libraries in push technology-based mobile services. Specifically, a mobile user is provided with the ability to query for music files that belong to the same genre by simply sending an example music file from his/her mobile device. The personalization in ALIMOS is based on information collected while the service is used by a user and provides the user with results that have a higher content similarity with the query. The personalization mechanism is based on a novel application of clustering algorithms.