Abstract
An extended Belief-Desire-Intention (BDI) modeling framework has been developed and refined by the author’s research group in the last decade to mimic realistic human decision-making and social behaviors. The goal of this manuscript is to discuss various applications that the proposed modeling framework has been applied, such as 1) evacuation behaviors under a terrorist bomb attack, 2) pedestrian behaviors in the Chicago Loop area, 3) workforce assignment in a multi-organizational social network for community-based software development, 4) pedestrian behaviors in a shopping mall, 5) evacuation behaviors under fire in a factory, and 6) error detection and resolution by people in a complex manufacturing facility.
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References
Bratman, M.: Intention, Plans, and Practical Reason. CSLI Publications (1987)
Celik, N., Lee, S., Xi, H., Mazhari, E., Son, Y.: An Integrated Decision Modeling Framework for Multi-Organ. Social Network Management. In: Proceedings of the Industrial Engineering Research Conference, IERC 2010, Cancun, Mexico, June 5-9 (2010)
Kim, S., Xi, H., Mungle, S., Son, Y.: Modeling Human Interactions with Learning under the Extended Belief-Desire-Intention Framework. In: Proceedings of the Industrial and Systems Engineering Research Conference, ISERC 2012, Orlando, Florida, May 19-23 (2012)
Lee, S., Son, Y.: Integrated human decision making model under belief-desire-intention framework for crowd simulation. In: Proceedings of the 2008 Winter Simulation Conference WSC 2008, Miami, Florida, December 7-10, pp. 886–894. IEEE, New Jersey (2008)
Lee, S., Son, Y., Jin, J.: Integrated Human Decision Making and Planning Model under Extended Belief-Desire-Intention Framework. ACM Transactions on Modeling and Computer Simulation 20(4), 23(1)–23(24) (2010)
Rao, A., Georgeff, M.: Decision procedures for BDI logics. Journal of Logic Computing 8, 293–343 (1998)
Vasudevan, K., Son, Y.: Concurrent Consideration of Evacuation Safety and Productivity in Manufacturing Facility Planning using Multi-Paradigm Simulations. Computers and Industrial Engineering 61, 1135–1148 (2011)
Xi, H., Lee, S., Son, Y.: Chapter 4: An Integrated Pedestrian Behavior Model Based on Extended Decision Field Theory and Social Force Model. In: Rothrock, L., Narayanan, S. (eds.) Human-in-the-Loop Simulation: Methods and Practice. Springer (2011)
Xi, H., Son, Y.: Two-Level Modeling Framework for Pedestrian Route Choice and Walking Behaviors. Simulation Modelling Practice and Theory 22, 28–46 (2012)
Zhao, X., Son, Y.: BDI-based human decision-making model in automated manufacturing systems. International Journal of Modeling and Simulation 28, 347–356 (2008)
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Son, YJ. (2014). An Extended BDI-Based Model for Human Decision-Making and Social Behavior: Various Applications. In: Ceberio, M., Kreinovich, V. (eds) Constraint Programming and Decision Making. Studies in Computational Intelligence, vol 539. Springer, Cham. https://doi.org/10.1007/978-3-319-04280-0_19
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DOI: https://doi.org/10.1007/978-3-319-04280-0_19
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-04279-4
Online ISBN: 978-3-319-04280-0
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