Mobile Music Genius: Reggae at the Beach, Metal on a Friday Night?

Beschreibung

The amount of music consumed while on the move has been spiraling during the past couple of years, which requests for intelligent music recommendation techniques. In this demo paper, we introduce a context-aware mobile music player named \Mobile Music Genius" (MMG), which seamlessly adapts the music playlist on the y, according to the user context. It makes use of a comprehensive set of features derived from sensor data, spatiotemporal information, and user interaction to learn which kind of music a listeners prefers in which context. We describe the automatic creation and adaptation of playlists and present results of a study that investigates the capabilities of the gathered user context features to predict the listener's music preference.

Zeitraum	03 Apr. 2014
Ereignistitel	ACM International Conference on Multimedia Retrieval (ICMR 2014), Glasgow, Scotland
Veranstaltungstyp	Konferenz
Ort	Großbritannien/Vereinigtes KönigreichAuf Karte anzeigen