What is a "musical world"?: an affinity propagation approach

@inproceedings{Tacchini2011WhatIA,
  title={What is a "musical world"?: an affinity propagation approach},
  author={Eugenio Tacchini and Ernesto Damiani},
  booktitle={MIRUM},
  year={2011}
}
This work proposes a method based on the affinity propagation clustering technique to classify artists and find representative artists for each musical category ("musical world") using only the listening history log of a music service. Two variants of the proposed method are compared with a classic k-means clustering approach and an evaluation based on folksonomy analysis is provided. The results suggest that affinity propagation is highly effective in the music domain, allowing for better… CONTINUE READING
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