This paper “Nextone Player: A Music Recommendation System Based on User Behavior” modeled music listeners listening patterns using a “forgetting” factor—a slow exponential decrease in the freshness of music that was listened to.  The effectiveness of the model was confirmed using a simple music jukebox program that makes a recommendation for the next piece to listen to and allows the listener to “skip” to the next song.

Authors: Yajie Hu and Mitsunori Ogihara

Presented at: International Society for Music Information Retrieval (ISMIR), 12th Annual Conference
Miami Beach Resort and Spa, 4833 Collins Avenue, Miami Beach, FL 33141
October 24–28, 2011

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