Title :
Development and Application of Rich Cognitive Models and the Role of Agent-Based Simulation for Policy Making
Author :
Jonker, Catholijn
Author_Institution :
Delft Univ. of Technol., Delft, Netherlands
Abstract :
Summary form only given. For the study of complex social situations, both gaming simulation and agent-based simulation have been proposed as research methods. The combination of gaming and agent-based simulation has proved useful for the formulation of theories underlying trade network processes. However, validation remains a problematic issue in that type of research. Two important sources of difficulties are the sensitivity of gaming simulations to the participants´ cultural background and the complexity of the agent model. The sensitivity to culture may be managed by incorporating it in the agent model. The complexity of the agent model may be managed by compositional process modeling. However, both solutions require additional validation. This presentation proposes a validation approach for a culturally adaptive, composed, process model.
Keywords :
cognition; cultural aspects; digital simulation; multi-agent systems; social aspects of automation; agent model complexity; agent-based simulation; complex social situations; compositional process modeling; cultural background; gaming simulation; policy making; rich cognitive models; trade network processes; Adaptation models; Artificial intelligence; Biological system modeling; Computational modeling; Educational institutions; Mathematical model; Sensitivity;
Conference_Titel :
Web Intelligence and Intelligent Agent Technology (WI-IAT), 2011 IEEE/WIC/ACM International Conference on
Conference_Location :
Lyon
Print_ISBN :
978-1-4577-1373-6
Electronic_ISBN :
978-0-7695-4513-4
DOI :
10.1109/WI-IAT.2011.287