MusiCube: A Visual Interface for Music Selection Featuring Interactive Evolutionary Computing

Information Visualisation(2011)

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摘要
We often want to select tunes based on our purposes or situations. For example, we may want background music for particular spaces. We think interactive evolutionary computing is a good solution to adequately recommend tunes based on users' preferences. This paper presents MusiCube, a visual interface for music selection. It applies interactive genetic algorithm in a multi-dimensional musical feature space. MusiCube displays a set of tunes as colored icons in a 2D cubic space, and provides a user interface to intuitively select suggested tunes. This paper presents a user experience that MusiCube adequately represented clouds of icons corresponding to sets of users' preferable tunes in the 2D cubic space.
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关键词
interactive genetic algorithm,interactive evolutionary computing,background music,user interface,music selection,multi-dimensional musical feature space,cubic space,visual interface,user experience,particular space,genetic algorithms,evolutionary computing,visualization,graphical user interfaces,music
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