Exploring Music Artists via Descriptive Terms and Multimedia Content

  • Authors:
  • Markus Schedl;Tim Pohle

  • Affiliations:
  • Department of Computational Perception, Johannes Kepler University Email: music@jku.at, Linz, Austria;Department of Computational Perception, Johannes Kepler University Email: music@jku.at, Linz, Austria

  • Venue:
  • SAMT '08 Proceedings of the 3rd International Conference on Semantic and Digital Media Technologies: Semantic Multimedia
  • Year:
  • 2008

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Abstract

This paper presents an approach to browse collections of web pages about music artists by means of descriptive terms and multimedia content. To this end, a user interface called Three-Dimensional Co-Occurrence Browser (3D-COB) is introduced. 3D-COB automatically extracts and weights terms from artist-related web pages. This textual information is complemented with information on the multimedia content found on the web pages. For the user interface of 3D-COB, we elaborated a three-dimensional extension of the Sunburst visualization technique. The hierarchical data to be visualized is obtained by analyzing the web pages for combinations of co-occurring terms that are highly ranked by a term weighting function. As for evaluation, we investigated different term weighting strategies in a first user study. A second user study was carried out to assess ergonomic aspects of 3D-COB, especially its usefulness for gaining a quick overview of a set of web pages and for efficiently browsing within this set.