skip to main content
Ngôn ngữ:
Giới hạn tìm kiếm: Giới hạn tìm kiếm: Dạng tài nguyên Hiển thị kết quả với: Hiển thị kết quả với: Chỉ mục

Toward an understanding of the history and impact of user studies in music information retrieval.(Report)

Lee, Jin Ha ; Cunningham, Sally Jo

Journal of Intelligent Information Systems, Dec, 2013, Vol.41(3), p.499(23) [Tạp chí có phản biện]

ISSN: 0925-9902

Toàn văn sẵn có

Trích dẫn Trích dẫn bởi
  • Nhan đề:
    Toward an understanding of the history and impact of user studies in music information retrieval.(Report)
  • Tác giả: Lee, Jin Ha ; Cunningham, Sally Jo
  • Chủ đề: Information Storage And Retrieval ; Computer Science
  • Là 1 phần của: Journal of Intelligent Information Systems, Dec, 2013, Vol.41(3), p.499(23)
  • Mô tả: Byline: Jin Ha Lee (1), Sally Jo Cunningham (2) Keywords: Music; MIR; User study; Citation analysis; Co-authorship analysis Abstract: Most Music Information Retrieval (MIR) researchers will agree that understanding users' needs and behaviors is critical for developing a good MIR system. The number of user studies in the MIR domain has been gradually increasing since the early 2000s, reflecting this growing appreciation of the need for empirical studies of users. However, despite the growing number of user studies and the wide recognition of their importance, it is unclear how great their impact has been in the field: on how systems are developed, how evaluation tasks are created, and how MIR system developers in particular understand critical concepts such as music similarity or music mood. In this paper, we present our analysis on the growth, publication and citation patterns, topics, and design of 198 user studies. This is followed by a discussion of a number of issues/challenges in conducting MIR user studies and distributing the research results. We conclude by making recommendations to increase the visibility and impact of user studies in the field. Author Affiliation: (1) Information School, University of Washington, Mary Gates Hall, Ste 370, Seattle, WA, 98195, USA (2) Department of Computer Science, University of Waikato, Private Bag 3105, Hamilton, 3240, New Zealand Article History: Registration Date: 28/06/2013 Received Date: 16/11/2012 Accepted Date: 27/06/2013 Online Date: 24/07/2013
  • Ngôn ngữ: English
  • Số nhận dạng: ISSN: 0925-9902

Đang tìm Cơ sở dữ liệu bên ngoài...