The hierarchical modeling of human planning activities with affordances using finite state automata (FSA)

Namhun Kim, Dongmin Shin, Richard A. Wysk, Ling Rothrock

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

Abstract

Control of human-centered systems has increasingly been becoming more challenging because roles of humans are recognized as one of critical aspects in complex systems. Motivated by this, this paper presents a framework for modeling a human-involved complex system, which incorporates the concept of affordances. The formalism for human-involved systems is developed based on automata theory and Turvey's definition of affordance. The structure of the formal model is based on a hierarchical modeling concept which combines several atomic models and defines the granularity of states in systems. We consider two four levels of grains to represent human actions. The model is composed of system level (planning level) automata and sub-automata (perception level) associated with properties of human capabilities (effectivities) and system preconditions (affordances). The hierarchical FSA modeling framework could be used to provide the information of system complexity in human-involved systems with human planning activities.

Original languageEnglish (US)
Title of host publicationIIE Annual Conference and Expo 2008
Pages1019-1024
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

Finite automata
Planning
Large scale systems
Automata theory

All Science Journal Classification (ASJC) codes

  • Computer Science Applications
  • Software
  • Industrial and Manufacturing Engineering

Cite this

Kim, N., Shin, D., Wysk, R. A., & Rothrock, L. (2008). The hierarchical modeling of human planning activities with affordances using finite state automata (FSA). In IIE Annual Conference and Expo 2008 (pp. 1019-1024)
Kim, Namhun ; Shin, Dongmin ; Wysk, Richard A. ; Rothrock, Ling. / The hierarchical modeling of human planning activities with affordances using finite state automata (FSA). IIE Annual Conference and Expo 2008. 2008. pp. 1019-1024
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Kim, N, Shin, D, Wysk, RA & Rothrock, L 2008, The hierarchical modeling of human planning activities with affordances using finite state automata (FSA). in IIE Annual Conference and Expo 2008. pp. 1019-1024, IIE Annual Conference and Expo 2008, Vancouver, BC, Canada, 5/17/08.

The hierarchical modeling of human planning activities with affordances using finite state automata (FSA). / Kim, Namhun; Shin, Dongmin; Wysk, Richard A.; Rothrock, Ling.

IIE Annual Conference and Expo 2008. 2008. p. 1019-1024.

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

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Kim N, Shin D, Wysk RA, Rothrock L. The hierarchical modeling of human planning activities with affordances using finite state automata (FSA). In IIE Annual Conference and Expo 2008. 2008. p. 1019-1024