Title :
Toward a Generic Framework for Modeling Human Behaviors in Crowd Simulation
Author :
Luo, Linbo ; Zhou, Suiping ; Cai, Wentong ; Low, Malcolm Yoke Hean ; Lees, Michael
Abstract :
This paper presents our ongoing work on modeling agents with human-like decision making and behavior execution capabilities in crowd simulation. We aim to provide a generic framework that reflects the major cognitive and physical processes as observed from human behaviors in real-life situations. The design of the framework is based on some basic assumptions and related cognitive theories on human behaviors in various real-life situations. In this paper, the cognitive architecture of our framework is presented, which emphasizes the role of experiences in human´s decision making. The paper also briefly describes the design of agent´s decision making process and presents a case study to show some results in a crowd simulation scenario.
Keywords :
Computational modeling; Computer simulation; Concurrent computing; Conferences; Decision making; Distributed computing; Humans; Intelligent agent; Paper technology; Psychology; agent-based system; crowd simulation; human behavior modeling;
Conference_Titel :
Web Intelligence and Intelligent Agent Technologies, 2009. WI-IAT '09. IEEE/WIC/ACM International Joint Conferences on
Conference_Location :
Milan, Italy
Print_ISBN :
978-0-7695-3801-3
Electronic_ISBN :
978-1-4244-5331-3
DOI :
10.1109/WI-IAT.2009.163