Abstract
In this paper we provide a brief survey of agent based simulation (ABS) platforms and evaluate two of them – NetLogo and MASON – by implementing an exemplary scenario in the context of human behavior modeling. We define twelve evaluation points, which we discuss for both of the evaluated systems. The purpose of our evaluation is to identify the best ABS platform for parametric studies (data farming) of human behavior, but we intend to use the system also for training purposes. That is why we also discuss one of serious game platform representatives – VBS2.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Macal, C., North, M.: Tutorial on agent-based modelling and simulation. Journal of Simulation 4(3), 151–162 (2010)
EUSAS Consortium, Technical report, D2.5 Deliverable, Evaluation of existing simulation frameworks (2010)
EUSAS Consortium, White Paper on Agent Modelling, Annex to D3.2 Deliverable: Documentation of the modelling requirements Behaviour Patterns (2010)
Bakshy, E., Wilensky, U.: Turtle Histories and Alternate Universes; Exploratory Modeling with NetLogo and Mathematica. In: North, M.J., Macal, C.M., Sallach, D.L. (eds.) Proceedings of the Agent 2007 Conference on Complex Interaction and Social Emergence, pp. 147–158 (2007)
Gilbert, N., Bankes, S.: Platforms and methods for agent-based modelling. PNAS 99(suppl. 3), 7197–7198 (2002), doi:10.1073/pnas.072079499
Allan, R.: Survey of agent based modelling and simulation tools, Technical Report, DL-TR-2010-007, Science and Technology Facilities Council (2010) ISSN 1362-0207
Railsback, S.F., Lytinen, S.L., Jackson, S.K.: Agent Based Simulation Platforms: Review and Development Recommendations. Simulation 8(9), 609–623 (2005), http://www.humboldt.edu/ecomodel/documents/ABMPlatformReview.pdf
Standish, R.K.: Going Stupid with EcoLab. Simulation 84(12), 611–618 (2008), doi:10.1177/0037549708097146
Luke, S., Cioffi-Revilla, C., Panait, L., Sullivan, K.: MASON: A new multi-agent simulation toolkit. In: Proceedings of the 2004 SwarmFest Workshop (2004)
Cañamero, D.: Modeling Motivations and Emotions as a Basis for Intelligent Behaviour. In: Proceedings of the First International Symposium on Autonomous Agents (Agents 1997), Marina del Rey, pp. 148–155. The ACM Press, New York (1997)
Dörner, D.: Bauplan für eine Seele. Rowohlt Verlag, Reinbek bei Hamburg (1999)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2012 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Laclavík, M. et al. (2012). Agent-Based Simulation Platform Evaluation in the Context of Human Behavior Modeling. In: Dechesne, F., Hattori, H., ter Mors, A., Such, J.M., Weyns, D., Dignum, F. (eds) Advanced Agent Technology. AAMAS 2011. Lecture Notes in Computer Science(), vol 7068. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-27216-5_30
Download citation
DOI: https://doi.org/10.1007/978-3-642-27216-5_30
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-27215-8
Online ISBN: 978-3-642-27216-5
eBook Packages: Computer ScienceComputer Science (R0)