Content-Aware Collaborative Music Recommendation Using Pre-trained Neural Networks

@inproceedings{Liang2015ContentAwareCM,
  title={Content-Aware Collaborative Music Recommendation Using Pre-trained Neural Networks},
  author={Dawen Liang and Minshu Zhan and Daniel P. W. Ellis},
  booktitle={ISMIR},
  year={2015}
}
Although content is fundamental to our music listening preferences, the leading performance in music recommendation is achieved by collaborative-filtering-based methods which exploit the similarity patterns in user’s listening history rather than the audio content of songs. Meanwhile, collaborative filtering has the well-known “cold-start” problem, i.e., it… CONTINUE READING

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