Learning Label Trees for Probabilistic Modelling of Implicit Feedback

نویسندگان

  • Andriy Mnih
  • Yee Whye Teh
چکیده

Collaborative filtering is the method of choice for inferring complex user preference patterns from large collections of feedback data. •Explicit feedback: ratings given by users to items – Received a lot of attention: several very effective methods – Ratings can be scarce or expensive to collect • Implicit feedback: user purchase or click history – Easier to collect than explicit feedback: produced by common user actions – The existing methods are not fully probabilistic

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تاریخ انتشار 2012