9 research outputs found
Scaling models of cognition to the real world : Complexity-theoretic tools for dealing with intractability
A neuroadaptive cognitive model for dealing with uncertainty in tracing pilots' cognitive state
A modelâbased approach for cognitive assistance is proposed to keep track of pilots' changing demands in dynamic situations. Based on modelâtracing with flight deck interactions and EEG recordings, the model is able to represent individual pilots' behavior in response to flight deck alerts. As a first application of the concept, an ACTâR cognitive model is created using data from an empirical flight simulator study on neurophysiological signals of missed acoustic alerts. Results show that uncertainty of individual behavior representation can be significantly reduced by combining cognitive modeling with EEG data. Implications for cognitive assistance in aviation are discussed.TU Berlin, Open-Access-Mittel â 202