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Mining and Modeling the Phenomenology of Situational Awareness

  • Monte Hancock
  • Michael Higley
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 8534)

Abstract

One expert has said "Most simply put, situational awareness (SA) is knowing what is going on around you." [1] "Knowing" is not just having a checklist of facts. Functionally, SA is about possessing information of sufficient scope and accuracy to support decision making that facilitates effective action. Augmented Cognition research shows that presenting too much data, even of high quality, can be as harmful to effective cognition as presenting little or no data [2]. Research has shows that in 35% of aviation errors in SA, all needed information was present, but not attended to by decision makers. [3] This work presents a formal but simple mathematical SA Model, and describes the application of data mining and modeling to SA errors resulting from inattention to the most salient facts. The model is applied to two data sets to demonstrate a general approach to automating the detection and diagnosis of SA errors.

Keywords

situational awareness decision support coincidental correctness context error 

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References

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Copyright information

© Springer International Publishing Switzerland 2014

Authors and Affiliations

  • Monte Hancock
    • 1
  • Michael Higley
    • 2
  1. 1.Celestech Inc.USA
  2. 2.Engineering DevelopmentSDI Industries, Inc.USA

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