Title :
MusiCube: A Visual Interface for Music Selection Featuring Interactive Evolutionary Computing
Author :
Saito, Yuri ; Itoh, Takayuki
Author_Institution :
Grad. Sch. of Humanities & Sci., Ochanomizu Univ., Tokyo, Japan
Abstract :
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.
Keywords :
genetic algorithms; graphical user interfaces; music; 2D cubic space; MusiCube; interactive evolutionary computing; interactive genetic algorithm; multidimensional musical feature space; music selection; visual interface; Visualization;
Conference_Titel :
Information Visualisation (IV), 2011 15th International Conference on
Conference_Location :
London
Print_ISBN :
978-1-4577-0868-8