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Identifying black swans in NextGen: predicting human performance in off-nominal conditions (2009)

by Christopher D. Wickens
Venue:Human Factors
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An Agent Model for Analysis of Human Performance Quality

by Michel C. A. Klein, Rianne M. Van Lambalgen, Jan Treur
"... Abstract — A human’s performance in a complex task is highly dependent on the demands of the task, in the sense that highly demanding situations will often cause a degradation of performance. To maintain performance quality usually extra effort has to be contributed. However, the resources for such ..."
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Abstract — A human’s performance in a complex task is highly dependent on the demands of the task, in the sense that highly demanding situations will often cause a degradation of performance. To maintain performance quality usually extra effort has to be contributed. However, the resources for such extra effort available to the human are limited. In this paper an agent model is proposed in which different types of relations between effort, task demands and performance quality can be used to analyse the human’s performance quality. It is illustrated how a support agent incorporating this model can support a human based on different performance criteria. The agent model thus allows to build agent applications that provide optimal support depending on a specific situation and goal of the task.
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...er models that predict performance have been presented within earlier research. However, these models are not generic in the sense that they are often applied to one specific problem. For example, in =-=[15]-=- the authors present a model that predicts pilot’s response to an unexpected event. Also, in [9] a model was presented to evaluate performance during a tracking and typing task. On the contrary, the c...

VRIJE UNIVERSITEIT When the Going Gets Tough: Exploring Agent-based Models of Human Performance under Demanding Conditions

by De Boelelaan
"... ter verkrijging van de graad Doctor aan ..."
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ter verkrijging van de graad Doctor aan
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...areness. In another example from the literature, effort andssituation awareness are incorporated in a model that predicts attention of humanssfunctioning in demanding environments (Gore et al., 2009; =-=Wickens et al., 2009-=-).sAlthough the model does look into relevant aspects of attention, the effort and thessituation awareness component are not very complex. For example, the effort refers onlysto the effort that is nee...

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