Towards Neural Mixture Recommender for Long Range Dependent User Sequences

    WWW '19: The Web Conference on The World Wide Web Conference WWW 2019, pp. 1782-1793, 2019.

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    Keywords:
    Recommender System Sequential Prediction User Modeling

    Abstract:

    Understanding temporal dynamics has proved to be highly valuable for accurate recommendation. Sequential recommenders have been successful in modeling the dynamics of users and items over time. However, while different model architectures excel at capturing various temporal ranges or dynamics, distinct application contexts require adaptin...More

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