Sequence-based context-aware music recommendation

@article{Wang2017SequencebasedCM,
  title={Sequence-based context-aware music recommendation},
  author={Dongjing Wang and Shuiguang Deng and Guandong Xu},
  journal={Information Retrieval Journal},
  year={2017},
  volume={21},
  pages={230-252}
}
Contextual factors greatly affect users’ preferences for music, so they can benefit music recommendation and music retrieval. However, how to acquire and utilize the contextual information is still facing challenges. This paper proposes a novel approach for context-aware music recommendation, which infers users’ preferences for music, and then recommends music pieces that fit their real-time requirements. Specifically, the proposed approach first learns the low dimensional representations of… CONTINUE READING
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