A Game-Theoretic Approach to Recommendation Systems with Strategic Content Providers

06/04/2018
by   Omer Ben-Porat, et al.
0

We introduce a game-theoretic approach to the study of recommendation systems with strategic content providers. Such systems should be fair and stable. Showing that traditional approaches fail to satisfy these requirements, we propose the Shapley mediator. We show that the Shapley mediator satisfies the fairness and stability requirements, runs in linear time, and is the only economically efficient mechanism satisfying these properties.

READ FULL TEXT

Please sign up or login with your details

Forgot password? Click here to reset