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

Lee, Jin ; Cunningham, Sally

Journal of Intelligent Information Systems, 2013, Vol.41(3), pp.499-521 [Tạp chí có phản biện]

ISSN: 0925-9902 ; E-ISSN: 1573-7675 ; DOI: 10.1007/s10844-013-0259-2

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
  • Tác giả: Lee, Jin ; Cunningham, Sally
  • Chủ đề: Music ; MIR ; User study ; Citation analysis ; Co-authorship analysis
  • Là 1 phần của: Journal of Intelligent Information Systems, 2013, Vol.41(3), pp.499-521
  • Mô tả: 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.
  • Ngôn ngữ: English
  • Số nhận dạng: ISSN: 0925-9902 ; E-ISSN: 1573-7675 ; DOI: 10.1007/s10844-013-0259-2

Đang tìm Cơ sở dữ liệu bên ngoài...