Abstract. Typical recommender systems adopt a static view of the recommendation process and treat it as a prediction problem.

2012/12/12 · MDPs introduce two benefits: they take into account the long-term effects of each recommendation, and they take into account the expected value ...

An MDP-based Recommender system must employ a strong initial model; and the bulk of this paper is concerned with the generation of such a model.

We describe our predictive model in detail and evaluate its performance on real data. In addition, we show how the model can be used in an MDP-based Recommender ...

In this paper, we describe our particular MDP model, its initialization using a predictive model, the solution and update algorithm, and its actual performance ...

To succeed in practice, an MDP-based Recommender system must employ a strong initial model; and the bulk of this paper is concerned with the generation of such ...

実験的サービス公開サイトであるCiNii Labsを公開しました。 An MDP-Based Recommender System. 被引用文献1件.

README MDP Recommendation System The implementation for an MDP based recommendation system as described by this paper.

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