Title :
Eliciting agents´ preferences from contextual knowledge about their goals, constraints, priorities, emotions and attitudes using the Constrained Rationality framework
Author_Institution :
Electr. & Comput. Eng., Univ. of Waterloo, Waterloo, ON, Canada
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;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4577-0652-3
DOI :
10.1109/ICSMC.2011.6083661