Integrated human decision behavior modeling using extended decision field theory and soar under BDI framework

Ho Lee Seung, Young-Jun Son

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

An integrated Belief-Desire-Intention framework is proposed for the human decision behavior modeling, which involves extended Decision-Field-Theory, Bayesian belief network, and Soar. To demonstrate the proposed framework, crowd evacuation behaviors under the terrorist bomb attack are considered. Three particular scenarios are bomb explosion, bomb threatening, and threatening after explosion. For each scenario, various agent behaviors are characterized based on familiarity with the area, risk-taking behavior, confidence index, and guidance by police. The environment and agents are implemented in AnyLogic® agent-based simulation software, where Netica® and Soar® are called to perform perceptual processing, real-time planning, and decision-execution in a distributed computing environment.

Original languageEnglish (US)
Title of host publicationIIE Annual Conference and Expo 2008
Pages1617-1622
Number of pages6
StatePublished - 2008
EventIIE Annual Conference and Expo 2008 - Vancouver, BC, Canada
Duration: May 17 2008May 21 2008

Other

OtherIIE Annual Conference and Expo 2008
CountryCanada
CityVancouver, BC
Period5/17/085/21/08

Fingerprint

Explosions
Distributed computer systems
Law enforcement
Bayesian networks
Planning
Processing

Keywords

  • Agent
  • Bayesian network
  • Decision field theory
  • Emergency evacuation
  • Human decision behavior

ASJC Scopus subject areas

  • Computer Science Applications
  • Software
  • Industrial and Manufacturing Engineering

Cite this

Integrated human decision behavior modeling using extended decision field theory and soar under BDI framework. / Seung, Ho Lee; Son, Young-Jun.

IIE Annual Conference and Expo 2008. 2008. p. 1617-1622.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Seung, HL & Son, Y-J 2008, Integrated human decision behavior modeling using extended decision field theory and soar under BDI framework. in IIE Annual Conference and Expo 2008. pp. 1617-1622, IIE Annual Conference and Expo 2008, Vancouver, BC, Canada, 5/17/08.
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