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  • title: Rethinking Incentives in Recommender Systems: Are Monotone Rewards Always Beneficial?
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            Rethinking Incentives in Recommender Systems: Are Monotone Rewards Always Beneficial?
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            Rethinking Incentives in Recommender Systems: Are Monotone Rewards Always Beneficial?

            Dez 10, 2023

            Sprecher:innen

            FY

            Fan Yao

            Sprecher:in · 0 Follower:innen

            CL

            Chuanhao Li

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            KAS

            Karthik Abinav Sankararaman

            Sprecher:in · 0 Follower:innen

            Über

            The past decade has witnessed the flourishing of a new profession as media content creators, who rely on revenue streams from online content recommendation platforms. The reward mechanism employed by these platforms creates a competitive environment among creators which affect their production choices and, consequently, content distribution and system welfare. It is thus crucial to design the platform's reward mechanism in order to steer the creators' competition towards a desirable welfare outc…

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            NeurIPS 2023

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