TU Berlin

Cognitive Modeling in dynamic Human-Machine SystemsOliver Klaproth


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Oliver Klaproth


Marchstraße 23
10587 Berlin
Room: MAR 3.037

Telephone: +49 (0)30 314 27821
Telefax:      +49 (0)30 314-25042

Consultation hours: on appointment


Inaccurate mental models in human machine interaction can lead to automation surprise. My research focuses on cognitive user models that dynamically adapt to neurophysiological information about the user's current mental state. The objective is to make a user’s mental model of a machine accessible to the machine itself with the help of such neuroadaptive cognitive models.

Research Interests

  • Human factors
  • cognitive modeling
  • decision making
  • problem solving




A Neuroadaptive Cognitive Model for Dealing With Uncertainty in Tracing Pilots’ Cognitive State
Citation key Klaproth2020b
Author Klaproth, O. W. and Halbruegge, M. and Krol, L. R. and Vernaleken, C. and Zander, T. O. and Russwinkel, N.
Pages 1012-1029
Year 2020
Journal Topics in Cognitive Science
Volume 12
Number 3
Link to publication Link to original publication Download Bibtex entry


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