Paper Info
Title
A framework for modeling and simulating human behavior in complex systems
Abstract
Agent-based modeling and simulation (ABMS) is of increasing interest for the analysis of complex systems consisting of a large number of subsystems interacting with each other in complex ways to accomplish their goals. The overall dynamic behavior of such a complex system typically emerges from the interactions among subsystems of the system. This paper describes a framework for modeling and simulating such complex systems. Of particular interest is developing a computational agent model of human operators interacting with other technical systems in a complex system. We present an example of developing and incorporating a human agent modeling system into an agent-based simulation system to support the design and evaluation of advanced air transportation concepts.
Year
DOI
Venue
2005
10.1109/ICSMC.2005.1571632
SMC
Keywords
Field
DocType
complex systems,computational agent model,agent-based simulation system,human computer interaction,agent-based modeling,complex system,human agent modeling system,air transportation,aircraft,human performance model,multi-agent systems,dynamic behavior,agent-based modeling and simulation,large-scale systems,human operator,human behavior,emergent behavior,air transport,modeling and simulation,multi agent systems
Complex system,Systems engineering,Simulation system,Modeling and simulation,Computer science,Multi-agent system,Human–computer interaction,Artificial intelligence,Operator (computer programming),Technical systems,Machine learning
Conference
Volume
ISSN
ISBN
4
1062-922X
0-7803-9298-1
Citations 
PageRank 
References 
2
0.51
2
Authors
3
Name
Order
Citations
PageRank
Seung Man Lee1141.63
Roger W. Remington212214.79
Ujwala Ravinder341.25