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Users' Music Information Needs and Behaviors: Design Implications for Music Information Retrieval Systems

机译:用户的音乐信息需求和行为:音乐信息检索系统的设计意义

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摘要

User studies in the music information retrieval (MIR) domain tend to be exploratory and qualitative in nature, involving a small number of users, which makes it difficult to derive broader implications for system design. In order to fill this gap, we conducted a large-scale user survey questioning various aspects of people's music information needs and behaviors. In particular, we investigated if general music users' needs and behaviors have significantly changed over time by comparing our current survey results with a similar survey conducted in 2004. In this paper, we present the key findings from the survey data and discuss 4 emergent themes-(a) the shift in access and use of personal music collections; (b) the growing need for tools to support collaborative music seeking, listening, and sharing; (c) the importance of "visual" music experiences; and (d) the need for ontologies for providing rich contextual information. We conclude by making specific recommendations for improving the design of MIR systems and services.
机译:音乐信息检索(MIR)领域中的用户研究本质上是探索性和定性的,涉及少量用户,这使得难以对系统设计产生更广泛的影响。为了填补这一空白,我们进行了大规模的用户调查,质疑人们音乐信息需求和行为的各个方面。尤其是,我们将目前的调查结果与2004年进行的类似调查进行了比较,调查了一般音乐用户的需求和行为是否随着时间的推移发生了显着变化。在本文中,我们介绍了调查数据的主要发现,并讨论了4个新兴主题-(a)个人音乐收藏的获取和使用的转变; (b)越来越需要用于支持协作音乐搜索,收听和共享的工具; (c)“视觉”音乐体验的重要性; (d)需要本体来提供丰富的上下文信息。最后,我们提出了一些改进MIR系统和服务设计的具体建议。

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    Information School, University of Washington, Mary Gates Hall, Suite 370, Seattle, WA 98195;

    Information School, University of Washington, Mary Gates Hall, Suite 370, Seattle, WA 98195;

    Human Centered Design & Engineering, University of Washington, Sieg Hall, Room 423, Seattle, WA 98195;

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  • 正文语种 eng
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  • 入库时间 2022-08-17 23:15:55

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