The RecSys Challenge 2018 will be organized by Spotify, The University of Massachusetts, Amherst, and Johannes Kepler University, Linz. Spotify is an online music streaming service with over 140 million active users and over 30 million tracks. One of its popular features is the ability to create playlists, and the service currently hosts over 2 billion playlists.
This year’s challenge focuses on music recommendation, specifically the challenge of automatic playlist continuation. By suggesting appropriate songs to add to a playlist, a Recommender System can increase user engagement by making playlist creation easier, as well as extending listening beyond the end of existing playlists.
As part of this challenge, Spotify will be releasing a public dataset of playlists, consisting of a large number of playlist titles and associated track listings. The evaluation set will contain a set of playlists from which a number of tracks have been withheld. The task will be to predict the missing tracks in those playlists.
A detailed description of the challenge can be found on https://recsys-challenge.spotify.com. Accepted contributions will be presented during the RecSys Challenge Workshop in 2018.
"Current Challenges and Visions in Music Recommender Systems Research" M. Schedl, H. Zamani, C.-W. Chen, Y. Deldjoo, M. Elahi.
"Recsys Challenge 2018: Automatic Music Playlist Continuation" C.-W. Chen, P. Lamere, M. Schedl, H. Zamani.
"An Analysis of Approaches Taken in the ACM RecSys Challenge 2018 for Automatic Music Playlist Continuation" H. Zamani, M. Schedl, P. Lamere, C.-W. Chen.
The data for this year's challenge is provided by Spotify and can be downloaded from http://recsys-challenge.spotify.com. You can access the data once you create an account and agree with the terms and conditions. The information on the challenge participation can also be found on this website.
Note: the timeline is subject to slight modifications.
|January 2018||Release of the Million Playlist Dataset
|March 2018||RecSys Challenge starts.
|June 30, 2018||Final submission due (11:59 PM in the UTC-12:00 time zone).|
|Early July 2018||Announcement of the final leaderboard.
|July 15, 2018||Paper submission due|
|August 13, 2018||Paper Acceptance Notifications
|August 27, 2018||Camera-ready due for the accepted papers.|
|October 7, 2018||Workshop will take place as part of the ACM RecSys conference in Vancouver, Canada.|
|09:00 - 09:10||
|09:10 - 10:40||
Session 1: Neighborhood-based approaches:
|10:40 - 11:00||Coffee Break|
|11:00 - 12:30||
Session 2: Different approaches:
|12:30 - 14:00||Lunch Break|
|14:00 - 15:30||
Neural network approaches:
|15:30 - 16:00||Coffee Break|
|16:00 - 17:30||
|17:30 - 17:40||Closing|