TY - GEN
T1 - An argumentation framework for deriving qualitative risk sensitive preferences
AU - Visser, Wietske
AU - Hindriks, Koen V.
AU - Jonker, Catholijn M.
PY - 2011/7/25
Y1 - 2011/7/25
N2 - Preferences are derived in part from knowledge. Knowledge, however, may be defeasible. We present an argumentation framework for deriving qualitative, multi-attribute preferences and incorporate defeasible reasoning about knowledge. Intuitively, preferences based on defeasible conclusions are not as strong as preferences based on certain conclusions, since defeasible conclusions may turn out not to hold. This introduces risk when such knowledge is used in practical reasoning. Typically, a risk prone attitude will result in different preferences than a risk averse attitude. In this paper we introduce qualitative strategies for deriving risk sensitive preferences.
AB - Preferences are derived in part from knowledge. Knowledge, however, may be defeasible. We present an argumentation framework for deriving qualitative, multi-attribute preferences and incorporate defeasible reasoning about knowledge. Intuitively, preferences based on defeasible conclusions are not as strong as preferences based on certain conclusions, since defeasible conclusions may turn out not to hold. This introduces risk when such knowledge is used in practical reasoning. Typically, a risk prone attitude will result in different preferences than a risk averse attitude. In this paper we introduce qualitative strategies for deriving risk sensitive preferences.
UR - http://www.scopus.com/inward/record.url?scp=79960488771&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=79960488771&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-21827-9_56
DO - 10.1007/978-3-642-21827-9_56
M3 - Conference contribution
AN - SCOPUS:79960488771
SN - 9783642218262
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 556
EP - 565
BT - Modern Approaches in Applied Intelligence - 24th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2011, Proceedings
T2 - 24th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2011
Y2 - 28 June 2011 through 1 July 2011
ER -