Judgment Aggregation. Gabriella Pigozzi

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Название: Judgment Aggregation

Автор: Gabriella Pigozzi

Издательство: Ingram

Жанр: Компьютерное Железо

Серия: Synthesis Lectures on Artificial Intelligence and Machine Learning

isbn: 9781681731780

isbn: 0

Аннотация:

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.