A FRAMEWORK FOR QUALITATIVE MULTI-CRITERIA PREFERENCES

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

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Paper

A FRAMEWORK FOR QUALITATIVE MULTI-CRITERIA PREFERENCES

Topics: Cognitive Systems; Knowledge Representation and Reasoning

In Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, 243-248, 2012 , Vilamoura, Algarve, Portugal

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

Affiliation: Delft University of Technology, Netherlands

Keyword(s): Qualitative multi-criteria preferences.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Cognitive Systems ; Computational Intelligence ; Evolutionary Computing ; Knowledge Representation and Reasoning ; Soft Computing ; Symbolic Systems

Abstract: A key challenge in the representation of qualitative, multi-criteria preferences is to find a compact and expressive representation. Various frameworks have been introduced, each of which with its own distinguishing features. In this paper we introduce a new representation framework called qualitative preference systems (QPS), which combines priority, cardinality and conditional preferences. Moreover, the framework incorporates knowledge that serves two purposes: to impose (hard) constraints, but also to define new (abstract) concepts. In short, QPS offers a rich and practical representation for qualitative, multi-criteria preferences.

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Paper citation in several formats:

Visser, W.; Aydoğan, R.; V. Hindriks, K. and M. Jonker, C. (2012). A FRAMEWORK FOR QUALITATIVE MULTI-CRITERIA PREFERENCES. In Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART; ISBN 978-989-8425-95-9; ISSN 2184-433X, SciTePress, pages 243-248. DOI: 10.5220/0003718302430248

@conference{icaart12,
author={Wietske Visser. and Reyhan Aydoğan. and Koen {V. Hindriks}. and Catholijn {M. Jonker}.},
title={A FRAMEWORK FOR QUALITATIVE MULTI-CRITERIA PREFERENCES},
booktitle={Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART},
year={2012},
pages={243-248},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003718302430248},
isbn={978-989-8425-95-9},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART
TI - A FRAMEWORK FOR QUALITATIVE MULTI-CRITERIA PREFERENCES
SN - 978-989-8425-95-9
IS - 2184-433X
AU - Visser, W.
AU - Aydoğan, R.
AU - V. Hindriks, K.
AU - M. Jonker, C.
PY - 2012
SP - 243
EP - 248
DO - 10.5220/0003718302430248
PB - SciTePress