9783031004407 - Synthesis Lectures on Artificial Intelligence and Machine Learning   Judgment Aggregation - Davide Grossi Gabriella Pigozzi Kartoniert (TB)

EAN: 9783031004407

Produktdaten aktualisiert am: 23.11.2024
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Judgment aggregation is a mathematical theory of collective decision-making. It concerns the methods whereby individual opinions about logically interconnected issues of interest can or cannot be aggregated into one collective stance. Aggregation problems have traditionally been of interest for disciplines like economics and the political sciences as well as philosophy where judgment aggregation itself originates from but have recently captured the attention of disciplines like computer science artificial intelligence and multi-agent systems. Judgment aggregation has emerged in the last decade as a unifying paradigm for the formalization and understanding of aggregation problems. Still no comprehensive presentation of the theory is available to date. This Synthesis Lecture aims at filling this gap presenting the key motivations results abstractions and techniques underpinning it. Table of Contents: Preface Acknowledgments Logic Meets Social Choice Theory Basic Concepts Impossibility Coping with Impossibility Manipulability Aggregation Rules Deliberation Bibliography Authors' Biographies Index

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