PubMed · 7855808
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O G Aasland. 1995-01-20. [Pill-taking drivers].. https://pubmed.ncbi.nlm.nih.gov/7855808/
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We propose that many human behaviors can be accurately described as a set of dynamic modes (e.g., Kalman filters) sequenced together by a Markov chain. We then use these dynamic Markov models to recognize human behaviors from sensory data and to predict human behaviors over a few seconds time. To test the power of this modeling approach, we report an experiment in which we were able to achieve 95% accuracy at predicting automobile drivers' subsequent actions from their initial preparatory movements.