Markus Schedl, Georg Breitschopf, B. Ionescu,
"Mobile Music Genius: Reggae at the Beach, Metal on a Friday Night?"
: Proceedings of the ACM International Conference on Multimedia Retrieval (ICMR 2014), Glasgow, Scotland, 2014
Mobile Music Genius: Reggae at the Beach, Metal on a Friday Night?
Sprache des Titels:
Proceedings of the ACM International Conference on Multimedia Retrieval (ICMR 2014), Glasgow, Scotland
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.