Browsing Music by Usage Context
| Type of publication: | Inproceedings |
| Citation: | laube_browsing_2008 |
| Booktitle: | Proceedings of 2nd International Workshop on Learning the Semantics of Audio Signals (LSAS 2008) |
| Year: | 2008 |
| Month: | June |
| Pages: | 19--29 |
| Address: | Paris, France |
| Abstract: | This paper aims to motivate and demonstrate how widely available environmental data can be exploited to allow organization, structuring and exploration of music collections by personal listening contexts. We describe a logging plug-in for music players that automatically records data about the listening context and discuss possible extensions for more sophisticated context logging. Based on data collected in a small user experiment, we show how data mining techniques can be applied to reveal common usage patterns. Further, a prototype user interface based on elastic lists for browsing by listening context is presented. |
| Keywords: | Context Logging, Data Mining, Personal Music |
| Authors | |
| Added by: | [ADM] |
| Total mark: | 0 |
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