Ts&Cs
apply
A Short Introduction to Preferences: Between AI and Social Choice - Synthesis Lectures on Artificial Intelligence and Machine Learning (Paperback)
  • A Short Introduction to Preferences: Between AI and Social Choice - Synthesis Lectures on Artificial Intelligence and Machine Learning (Paperback)
zoom

A Short Introduction to Preferences: Between AI and Social Choice - Synthesis Lectures on Artificial Intelligence and Machine Learning (Paperback)

(author), (author), (author)
£38.95
Paperback 102 Pages / Published: 30/07/2012
  • Not available

Currently unavailable

This product is currently unavailable.

  • This item has been added to your basket
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.

Publisher: Morgan & Claypool Publishers
ISBN: 9781608455867
Number of pages: 102
Weight: 195 g
Dimensions: 235 x 187 x 5 mm

You may also be interested in...

Introducing Artificial Intelligence
Added to basket
Bayesian Reasoning and Machine Learning
Added to basket
Darwin Among the Machines
Added to basket
Programming Computer Vision with Python
Added to basket
Deep Learning
Added to basket
£47.99
Paperback
The Singularity Is Near
Added to basket
Why Greatness Cannot Be Planned
Added to basket
Superintelligence
Added to basket
£18.99
Hardback
Machine Learning
Added to basket
£100.00
Hardback
The Essential Turing
Added to basket
Artificial Intelligence: The Basics
Added to basket
Understanding Beliefs
Added to basket

Please sign in to write a review

Your review has been submitted successfully.