TU Berlin

Cognitive Modeling in dynamic Human-Machine SystemsOliver Klaproth

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Oliver Klaproth

Researcher


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

 

 

Publications

Blum, S., Klaproth, O. and Russwinkel, N. (2021). Cognitive modeling of anticipation: Unsupervised learning and symbolic modeling of pilots’ mental representations. .

Link to publication

Klaproth, O. W., Vernaleken, C., Laurens, K. R., Halbruegge, M., Zander, T. O. and Russwinkel, N. (2020). Tracing Pilots’ Situation Assessment by Neuroadaptive Cognitive Modeling. Frontiers in Neuroscience, 14(795), p. 1-12. Link to publication Link to original publication

Klaproth, O. W., Halbruegge, M., Krol, L. R., Vernaleken, C., Zander, T. O. and Russwinkel, N. (2020). A Neuroadaptive Cognitive Model for Dealing With Uncertainty in Tracing Pilots’ Cognitive State. Topics in Cognitive Science, 12(3), p. 1012-1029. Link to publication Link to original publication

Russwinkel, N., Vernaleken, C. and Klaproth, O. (2020). Towards Cognitive Assistance and Teaming in Aviation by Inferring Pilot's Mental State. In Ahram, T. and Karwowski, W. and Vergnano, A. and Leali, F. and Taiar, R. (Eds.), Proceedings of the Intelligent Human Systems Integration 2020. Advances in Intelligent Systems and Computing, p. 1021-1027. Link to publication Link to original publication

Klaproth, O., Halbrügge, M. and Russwinkel, N. (2019). ACT-R model for cognitive assistance in handling flight deck alerts. In Proceedings of the 17th International Conference on Cognitive Modeling. Link to original publication

Klaproth, O. and Russwinkel, N. (2017). Conceptual Approach to Model the Effects of Feedback on Mental Model Activation. In M. van Vugt, A. Banks & W. Kennedy (Eds.), Proceedings of the 15th International Conference on Cognitive Modeling, p. 225. Link to publication Link to original publication

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