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ATAL
2006
Springer

Cognitive agents based simulation for decisions regarding human team composition

13 years 7 months ago
Cognitive agents based simulation for decisions regarding human team composition
This paper proposes to use cognitive multi-agent based simulation to facilitate human team formation decision processes. The models of organizational actors are acquired by a data-gathering monitoring system that stores all the interactions that take place in the selected cooperative task. In this knowledge acquisition process, only a relatively small number of team compositions are monitored. The extracted models are used in the agent-based simulation of all the possible team compositions. Simulated team compositions are evaluated and only a small set of the most promising ones is submitted to the human decision maker. An emergence model overrides the multi-agent based simulation in localized situations for which the involved set of agents should not be trusted. The model of the simulation agents is a motivated case-based reasoning system, in which the regular functioning of the CBR is biased to fulfil the agent's motives. The motivation model includes individual motivation and ...
Bruno Gonçalves, António Lopes, Sofi
Added 20 Aug 2010
Updated 20 Aug 2010
Type Conference
Year 2006
Where ATAL
Authors Bruno Gonçalves, António Lopes, Sofia Esteves, Luís Miguel Botelho
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