INTEREST-BASED PREFERENCE REASONING

Wietske Visser; Koen V. Hindriks; Catholijn M. Jonker

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Paper

INTEREST-BASED PREFERENCE REASONING

Topics: Knowledge Representation and Reasoning

In Proceedings of the 3rd International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, 79-88, 2011 , Rome, Italy

Authors: Wietske Visser ; Koen V. Hindriks and Catholijn M. Jonker

Affiliation: Delft University of Technology, Netherlands

Keyword(s): Qualitative preferences, Underlying interests, Argumentation.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Knowledge Representation and Reasoning ; Symbolic Systems

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.

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Paper citation in several formats:

Visser, W.; V. Hindriks, K. and M. Jonker, C. (2011). INTEREST-BASED PREFERENCE REASONING. In Proceedings of the 3rd International Conference on Agents and Artificial Intelligence - Volume 2: ICAART; ISBN 978-989-8425-40-9; ISSN 2184-433X, SciTePress, pages 79-88. DOI: 10.5220/0003141300790088

@conference{icaart11,
author={Wietske Visser. and Koen {V. Hindriks}. and Catholijn {M. Jonker}.},
title={INTEREST-BASED PREFERENCE REASONING},
booktitle={Proceedings of the 3rd International Conference on Agents and Artificial Intelligence - Volume 2: ICAART},
year={2011},
pages={79-88},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003141300790088},
isbn={978-989-8425-40-9},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence - Volume 2: ICAART
TI - INTEREST-BASED PREFERENCE REASONING
SN - 978-989-8425-40-9
IS - 2184-433X
AU - Visser, W.
AU - V. Hindriks, K.
AU - M. Jonker, C.
PY - 2011
SP - 79
EP - 88
DO - 10.5220/0003141300790088
PB - SciTePress