Last edited by Vigul
Sunday, May 10, 2020 | History

1 edition of A short introduction to preferences found in the catalog.

A short introduction to preferences

Francesca Rossi

A short introduction to preferences

between artificial intelligence and social choice

by Francesca Rossi

  • 135 Want to read
  • 17 Currently reading

Published by Morgan & Claypool in San Rafael, Calif. (1537 Fourth Street, San Rafael, CA 94901 USA) .
Written in English

    Subjects:
  • Social choice,
  • Decision making,
  • Data processing,
  • Preferences (Philosophy),
  • Reasoning,
  • Artificial intelligence

  • About the Edition

    Computational social choice is an expanding field that merges classical topics like economics and voting theory with more modern topics like artificial intelligence, multiagent systems, and computational complexity. This book provides a concise introduction to the main research lines in this field, covering aspects such as preference modelling, uncertainty reasoning, social choice, stable matching, and computational aspects of preference aggregation and manipulation. The book is centered around the notion of preference reasoning, both in the single-agent and the multi-agent setting. It presents the main approaches to modeling and reasoning with preferences, with particular attention to two popular and powerful formalisms, soft constraints and CP-nets. The authors consider preference elicitation and various forms of uncertainty in soft constraints. They review the most relevant results in voting, with special attention to computational social choice. Finally, the book considers preferences in matching problems. The book is intended for students and researchers who may be interested in an introduction to preference reasoning and multi-agent preference aggregation, and who want to know the basic notions and results in computational social choice.

    Edition Notes

    Other titlesSynthesis digital library of engineering and computer science.
    StatementFrancesca Rossi, Kristen Brent Venable, Toby Walsh
    SeriesSynthesis lectures on artificial intelligence and machine learning -- # 14
    ContributionsVenable, Kristen Brent, Walsh, Toby
    Classifications
    LC ClassificationsQ336 .R677 2011
    The Physical Object
    Format[electronic resource] :
    ID Numbers
    Open LibraryOL25552361M
    ISBN 109781608455874, 9781608455867

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A short introduction to preferences by Francesca Rossi Download PDF EPUB FB2

A Short Introduction to Preferences: Between AI and Social Choice (Synthesis Lectures on Artificial Inetlligence and Machine Learning) [Rossi, Francesca, Venable, Kristen Brent, Walsh, Toby] on *FREE* shipping on qualifying offers.

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[Francesca Rossi; Kristen Brent Venable; Toby Walsh] -- Computational social choice is an expanding field that merges classical topics like economics and voting theory with more modern topics like artificial intelligence, multiagent systems, and. A Short Introduction to Preferences: Between Artificial Intelligence and Social Choice and computational complexity.

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