DocumentCode
1659816
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
Volume
1
fYear
2011
Firstpage
3
Lastpage
3
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/WI-IAT.2011.287
Filename
6040728
Link To Document