Preferences in AI: An overview

Authors:
Carmel Domshlak;Eyke Hüllermeier;Souhila Kaci;Henri Prade
Affiliations:
Faculty of Industrial Engineering and Management, Technion - Israel Institute of Technology, Israel;Department of Mathematics and Computer Science, Philipps-Universität Marburg, Germany;CRIL, IUT de Lens, Rue de lUniversité, SP 16, 62300 Lens, France;IRIT, Université Paul Sabatier, 118 Route de Narbonne, 31062 Toulouse Cedex 09, France
Venue:
Artificial Intelligence
Year:
2011

Citing 144
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Abstract

This editorial of the special issue ''Representing, Processing, and Learning Preferences: Theoretical and Practical Challenges'' surveys past and ongoing research on preferences in AI, including references and pointers to the literature. It covers approaches to representation, reasoning and learning of preferences. Methods in AI are contrasted with those in related areas, such as operations research and databases. Finally, we also give a brief introduction to the contents of the special issue.