Convergence of Learning Dynamics in Information Retrieval Games

Omer Ben-Porat
Omer Ben-Porat
Itay Rosenberg
Itay Rosenberg

national conference on artificial intelligence, 2019.

Cited by: 2|Bibtex|Views13
EI
Other Links: academic.microsoft.com|dblp.uni-trier.de|arxiv.org

Abstract:

We consider a game-theoretic model of information retrieval with strategic authors. We examine two different utility schemes: authors who aim at maximizing exposure and authors who want to maximize active selection of their content (i.e. the number of clicks). We introduce the study of author learning dynamics in such contexts. We prove t...More

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