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17th International Conference on Database and Expert Systems Applications (DEXA'06)
Analyzing Behaviorial Data for Refining Cognitive Models of Operator
Krakow, Poland
September 04-September 08
ISBN: 0-7695-2641-1
Olivier Georgeon, Institut National de Recherche sur les Transports et leu Securite, France
Alain Mille, Univeristy Lyon 1, France
Thierry Bellet, Institut National de Recherche sur les Transports et leu Securite, France
We present a methodology and a tool for analyzing the activity of an operator interacting with a complex technical device. The goal is of refining cognitive models of the operator by relating them to patterns of behavior in real situations. The activity is observed to be modeled as a trace having a graph structure The trace is transformed according to metadata in order to become meaningful in the context of modeling theories. Our "Trace Based System" thus gathers both a representation of the activity and a representation of the analyst's expertise, for facilitating the discovery of knowledge in the field of cognitive psychology. The approach is illustrated by its application for car driver cognitive modeling.
Citation:
Olivier Georgeon, Alain Mille, Thierry Bellet, "Analyzing Behaviorial Data for Refining Cognitive Models of Operator," dexa, pp.588-592, 17th International Conference on Database and Expert Systems Applications (DEXA'06), 2006
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