Neural Collaborative Filtering

@article{He2017NeuralCF,
  title={Neural Collaborative Filtering},
  author={X. He and Lizi Liao and Hanwang Zhang and L. Nie and Xia Hu and Tat-Seng Chua},
  journal={Proceedings of the 26th International Conference on World Wide Web},
  year={2017}
}
  • X. He, Lizi Liao, +3 authors Tat-Seng Chua
  • Published 2017
  • Computer Science
  • Proceedings of the 26th International Conference on World Wide Web
  • In recent years, deep neural networks have yielded immense success on speech recognition, computer vision and natural language processing. [...] Key MethodBy replacing the inner product with a neural architecture that can learn an arbitrary function from data, we present a general framework named NCF, short for Neural network-based Collaborative Filtering. NCF is generic and can express and generalize matrix factorization under its framework.Expand Abstract
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