Ranking Music Data by Relevance and Importance

Maria Magdalena Ruxanda, Alexandros Nanopoulos, Christian Søndergaard Jensen, Yannis Manolopoulos

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

4 Citations (Scopus)

Abstract

Due to the rapidly increasing availability of audio files on the Web, it is relevant to augment search engines with advanced audio search functionality. In this context, the ranking of the retrieved music is an important issue. This paper proposes a music ranking method capable of flexibly fusing the music based on its relevance and importance. The fusion is controlled by a single parameter, which can be intuitively tuned by the user. The notion of authoritative music among relevant music is introduced, and social media mined from the Web is used in an innovative manner to determine both the relevance and importance of music. The proposed method may support users with diverse needs when searching for music.
Original languageEnglish
Title of host publicationProceedings of IEEE International Conference on Multimedia & Expo
Number of pages4
PublisherIEEE
Publication date2008
Pages549-552
ISBN (Electronic)978-1-4244-2570-9
DOIs
Publication statusPublished - 2008
EventIEEE International Conference on Multimedia & Expo - Hannover, Germany
Duration: 23 Jun 200826 Jun 2008

Conference

ConferenceIEEE International Conference on Multimedia & Expo
CountryGermany
CityHannover
Period23/06/200826/06/2008

Keywords

  • audio signal processing
  • music search engines
  • advanced audio search
  • audio file availability
  • music data ranking

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