Usability evaluation of visualization interfaces for content-based music retrieval systems

Keiichiro Hoashi, Shuhei Hamawaki, Hiromi Ishizaki, Yasuhiro Takishima, Jiro Katto

研究成果: Conference contribution

9 引用 (Scopus)

抜粋

This research presents a formal user evaluation of a typical visualization method for content-based music information retrieval (MIR) systems, and also proposes a novel interface to improve MIR usability. Numerous interfaces to visualize content-based MIR systems have been proposed, but reports on user evaluations of such proposed GUIs are scarce. This research aims to evaluate the effectiveness of a typical 2-D visualization method for content-based MIR systems, by conducting comparative user evaluations against the traditional list-based format to present MIR results to the user. Based on the observations of the experimental results, we next propose a 3-D visualization system, which features a function to specify sub-regions of the feature space based on genre classification results, and a function which allows users to select features that are assigned to the axes of the 3-D space. Evaluation of this GUI conclude that the functions of the 3-D system can significantly improve both the efficiency and usability of MIR systems.

元の言語English
ホスト出版物のタイトルProceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009
ページ207-212
ページ数6
出版物ステータスPublished - 2009 12 1
イベント10th International Society for Music Information Retrieval Conference, ISMIR 2009 - Kobe, Japan
継続期間: 2009 10 262009 10 30

出版物シリーズ

名前Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009

Conference

Conference10th International Society for Music Information Retrieval Conference, ISMIR 2009
Japan
Kobe
期間09/10/2609/10/30

ASJC Scopus subject areas

  • Music
  • Information Systems

フィンガープリント Usability evaluation of visualization interfaces for content-based music retrieval systems' の研究トピックを掘り下げます。これらはともに一意のフィンガープリントを構成します。

  • これを引用

    Hoashi, K., Hamawaki, S., Ishizaki, H., Takishima, Y., & Katto, J. (2009). Usability evaluation of visualization interfaces for content-based music retrieval systems. : Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009 (pp. 207-212). (Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009).