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2017 | OriginalPaper | Buchkapitel

Workload Model for Situation Awareness

verfasst von : Richard Steinberg, Alice Diggs, Dan Donohoo

Erschienen in: Advances in The Human Side of Service Engineering

Verlag: Springer International Publishing

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Abstract

For human system interfaces involving supervisory control with a high degree of automation, maintaining situation awareness (SA) can be an important and challenging operator task. Additionally, maintaining SA for these types of operator tasks can be a significant percentage of the operator workload to execute their mission. This paper presents a methodology for estimating the workload required for an operator to obtain and sustain SA in an operations center during a typical eight hour shift. The methodology can be used to assist in identifying operator stress points during operations, crew task allocations, and potential user interface design modifications required to increase an operator’s SA. Our method for modeling SA workload uses Wickens et al. (Hum. Factors 45:360–380, 2003 [1]), McCarley et al. (A computational model of attention/situation awareness [2]) Salience, Expectancy, Effort and Value (SEEV) model. SEEV estimates (or models) how often an operator will attend to specific data to obtain or maintain SA. This paper describes how SEEV was used to estimate SA workload and provides a sample of empirical data that was obtained to demonstrate the validity of future research on our concept.

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Literatur
1.
Zurück zum Zitat Wickens, C.D., Goh, J., Helleberg, J., Horrey, W.J., Talleur, D.A.: Attentional models of multitask pilot performance using advanced display technology. Hum. Factors 45(3), 360–380 (2003) Wickens, C.D., Goh, J., Helleberg, J., Horrey, W.J., Talleur, D.A.: Attentional models of multitask pilot performance using advanced display technology. Hum. Factors 45(3), 360–380 (2003)
2.
Zurück zum Zitat McCarley, J.S., Wickens, C.D., Goh, J., Horrey, W.J.: A computational model of attention/situation awareness. In: Proceedings of the 46th Annual Meeting of the Human Factors and Ergonomics Society. Santa Monica, CA. Human Factors and Ergonomics Society (2002) McCarley, J.S., Wickens, C.D., Goh, J., Horrey, W.J.: A computational model of attention/situation awareness. In: Proceedings of the 46th Annual Meeting of the Human Factors and Ergonomics Society. Santa Monica, CA. Human Factors and Ergonomics Society (2002)
3.
Zurück zum Zitat Endsley, M.R., Kiris, E.O.: The out-of-the-loop performance problem and level of control in automation. Hum. Factors 37(2), 381–394 (1995)CrossRef Endsley, M.R., Kiris, E.O.: The out-of-the-loop performance problem and level of control in automation. Hum. Factors 37(2), 381–394 (1995)CrossRef
4.
Zurück zum Zitat Department of Defense MIL-HDBK-46855A. Human Engineering Program Process and Procedures. 17 May 1999 Department of Defense MIL-HDBK-46855A. Human Engineering Program Process and Procedures. 17 May 1999
Metadaten
Titel
Workload Model for Situation Awareness
verfasst von
Richard Steinberg
Alice Diggs
Dan Donohoo
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-41947-3_14