Interest-based preference reasoning

Wietske Visser*, Koen V. Hindriks, Catholijn M. Jonker

*Corresponding author for this work

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Abstract

In the context of practical reasoning, such as decision making and negotiation, it is necessary to model preferences over possible outcomes. Such preferences usually depend on multiple criteria. We argue that the criteria by which outcomes are evaluated should be the satisfaction of a person's underlying interests: the more an outcome satisfies his interests, the more preferred it is. Underlying interests can explain and eliminate conditional preferences. Also, modelling interests will create a better model of human preferences, and can lead to better, more creative deals in negotiation. We present an argumentation framework for reasoning about interest-based preferences. We take a qualitative approach and provide the means to derive both ceteris paribus and lexicographic preferences.

Original languageEnglish
Title of host publicationICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence
Pages79-88
Number of pages10
Volume1
Publication statusPublished - 14 Jul 2011
Externally publishedYes
Event3rd International Conference on Agents and Artificial Intelligence, ICAART 2011 - Rome, Italy
Duration: 28 Jan 201130 Jan 2011

Conference

Conference3rd International Conference on Agents and Artificial Intelligence, ICAART 2011
CountryItaly
CityRome
Period28/01/1130/01/11

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Keywords

  • Argumentation
  • Qualitative preferences
  • Underlying interests

Cite this

Visser, W., Hindriks, K. V., & Jonker, C. M. (2011). Interest-based preference reasoning. In ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence (Vol. 1, pp. 79-88)