A Short Introduction to Preferences: Between AI and Social Choice
作者： Kristen Brent Venable , Toby Walsh , Francesca Rossi
DOI:
关键词: Social choice theory 、 Computer science 、 Voting 、 Aggregation problem 、 Preference elicitation 、 Management science 、 Group decision-making 、 Stable marriage problem 、 Preference 、 Preference learning
摘要: Computational social choice is an expanding field that merges classical topics like economics and voting theory with more modern artificial intelligence, multiagent systems, computational complexity. This book provides a concise introduction to the main research lines in this field, covering aspects such as preference modelling, uncertainty reasoning, choice, stable matching, of aggregation manipulation. The centered around notion both single-agent multi-agent setting. It presents approaches modeling reasoning preferences, particular attention two popular powerful formalisms, soft constraints CP-nets. authors consider elicitation various forms constraints. They review most relevant results voting, special choice. Finally, considers preferences matching problems. intended for students researchers who may be interested aggregation, want know basic notions Table Contents: Introduction / Preference Modeling Reasoning Uncertainty Aggregating Preferences Stable Marriage Problems
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