DocumentCode
2375848
Title
Eliciting agents´ preferences from contextual knowledge about their goals, constraints, priorities, emotions and attitudes using the Constrained Rationality framework
Author
Al-Shawa, Majed
Author_Institution
Electr. & Comput. Eng., Univ. of Waterloo, Waterloo, ON, Canada
fYear
2011
fDate
9-12 Oct. 2011
Firstpage
173
Lastpage
178
Abstract
Constrained Rationality is a formal qualitative goals and constraints reasoning framework to analyze and rationalize about single and multi-agent strategic decisions/conflicts. The framework is extended in this paper by adding mechanisms to: 1) model the agents´ priorities, emotions and attitudes within the context of the conflict; and 2) elicit the agents´ cardinal and ordinal preferences over their alternatives using the amount of achievement the strategic goals of the agents can harness from each alternative, given the collective goals, constraints, priorities, emotions and attitudes, the agents individually have. An illustrative strategic decision making case is given at the end to demonstrate the effectiveness of the framework and the proposed modeling and reasoning mechanisms.
Keywords
inference mechanisms; software agents; agent attitude; agent cardinal preference; agent collective goal; agent constraint; agent emotion; agent ordinal preference; agent priority; constraint reasoning framework; contextual knowledge; reasoning mechanism; Analytical models; Cognition; Decision making; Delta modulation; Educational institutions; Fuzzy sets; Pragmatics; Agents Modeling and Reasoning; Conflict Analysis; Decision Support; Formal Reasoning Methods; Strategic Decision Analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
Conference_Location
Anchorage, AK
ISSN
1062-922X
Print_ISBN
978-1-4577-0652-3
Type
conf
DOI
10.1109/ICSMC.2011.6083661
Filename
6083661
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