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Neural collaborative filtering (NCF) method is used for Microsoft MIND news recommendation dataset.

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NCF-for-Implicit-Feedback

Neural collaborative filtering (NCF) method is used for Microsoft MIND news recommendation dataset.
Our approach:

  • construct a rating dataset from the original raw MIND dataset. Each row of the rating dataset: [User ID, Item ID, Rating Score] .
  • negative sampling.
  • we treat the positive feedback as 5, and the negative feedback as 3.
  • NCF implement by keras.

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Neural collaborative filtering (NCF) method is used for Microsoft MIND news recommendation dataset.

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