Title :
Formal Cognitive Resource Model: Modeling of human behavior in complex work environments
Author :
Werther, Bernd ; Schnieder, Eckehard
Author_Institution :
Inst. of Flight Guidance, German Aerosp. Center Braunschweig
Abstract :
This paper presents a formal cognitive resource (FCR) model for the description of human behavior in complex work environments. As most important feature this model considers the motivated character of human work as related to the limitations of cognitive resources. The model is implemented with colored Petri nets. The formal description of colored Petri nets supports the simulation of the human-machine system in a completely consistent model structure. The mathematical basis of Petri nets allows a formal analysis of common systems. In a validation example the reasons for a specific behavior of human operators in a working environment are being identified depending on cognitive parameters of the FCR-model. It is shown how these parameters correspond to psychological performance properties
Keywords :
Petri nets; formal specification; human factors; man-machine systems; user interfaces; colored Petri nets; formal cognitive resource model; human behavior; human machine system; work environments; Aerospace engineering; Aerospace safety; Automation; Computational modeling; Humans; Information processing; Man machine systems; Petri nets; Predictive models; Psychology;
Conference_Titel :
Computational Intelligence for Modelling, Control and Automation, 2005 and International Conference on Intelligent Agents, Web Technologies and Internet Commerce, International Conference on
Conference_Location :
Vienna
Print_ISBN :
0-7695-2504-0
DOI :
10.1109/CIMCA.2005.1631535