Recommendation Systems and Self Motivated Users

arXiv: Computer Science and Game Theory, Volume abs/1807.01732, 2018.

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Abstract:

Modern recommendation systems rely on the wisdom of the crowd to learn the optimal course of action. This induces an inherent mis-alignment of incentives between the systemu0027s objective to learn (explore) and the individual usersu0027 objective to take the contemporaneous optimal action (exploit). The design of such systems must accoun...More

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