Klaus Seyerlehner, Gerhard Widmer, Tim Pohle,
"An Approach to Automatically Tracking Music Preference on Mobile Players"
: 6th Workshop on Adaptive Multimedia Retrieval (AMR 2008), Berlin, Germany., 2008
An Approach to Automatically Tracking Music Preference on Mobile Players
Sprache des Titels:
6th Workshop on Adaptive Multimedia Retrieval (AMR 2008), Berlin, Germany.
More and more music is being made available to the music
listener today, while people have their favorite music on their mobile play-
ers. In this paper, we investigate an approach to automatically updating
the music on the mobile player based on personal listening behavior. The
aim is to automatically discard those pieces of music from the player the
listener is fed up with, while new music is automatically selected from a
large amount of available music. The source of new music could be a flat
rate music delivery service, where the user pays a monthly fee to have
access to a large amount of music. We assume a scenario where only a
“skip” button is available to the user, which she presses when the cur-
rently playing track does not please her. We evaluate several algorithms
and show that the best ones clearly outperform those with lower perfor-
mance, while it remains open how much they can be improved further.