Strategic information disclosure with communication constraints and private preferences

Fuente: arXiv
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Autores principales: Vasconcelos, Marcos M., Câmara, Odilon
Formato: Preprint
Publicado: 2024
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author Vasconcelos, Marcos M.
Câmara, Odilon
author_facet Vasconcelos, Marcos M.
Câmara, Odilon
contents Social-media platforms are one of the most prevalent communication media today. In such systems, a large amount of content is generated and available to the platform. However, not all content can be transmitted to every possible user at all times. At the other end are the users, who have their own preferences about which content they enjoy, which is often unknown ex ante to the platform. We model the interaction between the platform and the users as a signaling game with asymmetric information, where each user optimizes its preference disclosure policy, and the platform optimizes its information disclosure policy. We provide structural as well as existence of policies that constitute Bayesian Nash Equilibria, and necessary optimality conditions used to explicitly compute the optimal policies.
format Preprint
id arxiv_https___arxiv_org_abs_2410_00322
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Strategic information disclosure with communication constraints and private preferences
Vasconcelos, Marcos M.
Câmara, Odilon
Computer Science and Game Theory
Systems and Control
Social-media platforms are one of the most prevalent communication media today. In such systems, a large amount of content is generated and available to the platform. However, not all content can be transmitted to every possible user at all times. At the other end are the users, who have their own preferences about which content they enjoy, which is often unknown ex ante to the platform. We model the interaction between the platform and the users as a signaling game with asymmetric information, where each user optimizes its preference disclosure policy, and the platform optimizes its information disclosure policy. We provide structural as well as existence of policies that constitute Bayesian Nash Equilibria, and necessary optimality conditions used to explicitly compute the optimal policies.
title Strategic information disclosure with communication constraints and private preferences
topic Computer Science and Game Theory
Systems and Control
url https://arxiv.org/abs/2410.00322