User-centric principles in automated decision making

Ingrid Nunes, Simon Miles, Michael Luck, Carlos J. P. de Lucena

Research output: Chapter in Book/Report/Conference proceedingConference paper

4 Citations (Scopus)
246 Downloads (Pure)

Abstract

Natural-language preference expressions, not yet exploited by existing preference reasoning approaches, match the way users express preferences in many scenarios and potentially improve automated decision making. Further, the preferences provided are often not sufficient to make a choice on behalf of users, as trade-offs are resolved with psychological processes employed in light of available options. We thus propose a decision making technique that reasons about preferences expressed in a user-centric language and incorporates principles of trade-off contrast and extremeness aversion, as in human decision-making.
Original languageEnglish
Title of host publicationAdvances in artificial intelligence - SBIA 2012
Subtitle of host publication21st Brazilian Symposium on Artificial Intelligence, Curitiba, Brazil, October 20-25, 2012: proceedings
EditorsLeliane N Barros
Place of PublicationBerlin
PublisherSpringer
Pages42-51
Number of pages10
VolumeN/A
EditionN/A
ISBN (Print)9783642344589
DOIs
Publication statusPublished - 2012

Publication series

NameLecture Notes in Artificial Intelligence
PublisherSpringer
Volume7589
ISSN (Print)0302-9743

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