Finding a Path Through the Juke Box: The Playlist Tutorial
by Ben Fields on Aug 06, 2010
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The simple playlist, in its many forms – from the radio show, to the album, to the mixtape has long been a part of how people discover, listen to and share music. As the world of online music grows, ...
The simple playlist, in its many forms – from the radio show, to the album, to the mixtape has long been a part of how people discover, listen to and share music. As the world of online music grows, the playlist is once again becoming a central tool to help listeners successfully experience music. Further, the playlist is increasingly a vehicle for recommendation and discovery of new or unknown music. More and more, commercial music services such as Pandora, Last.fm, iTunes and Spotify rely on the playlist to improve the listening experience. In this tutorial we look at the state of the art in playlisting. We present a brief history of the playlist, provide an overview of the different types of playlists and take an in-depth look at the state-of-the-art in automatic playlist generation including commercial and academic systems. We explore methods of evaluating playlists and ways that MIR techniques can be used to improve playlists. Our tutorial concludes with a discussion of what the future may hold for playlists and playlist generation/construction.
Presented on August 9, 2010 at the International Conference on Music Information Retrieval in Utrecht, The Netherlands.
pdf available : http://benfields.net/playlist_ismir_2010.pdf