Title :
An Agent Model for Analysis of Human Performance Quality
Author :
Klein, Michel C A ; Van Lambalgen, Rianne M. ; Treur, Jan
Author_Institution :
Dept. of Artificial Intell., Vrije Univ. Amsterdam, Amsterdam, Netherlands
fDate :
Aug. 31 2010-Sept. 3 2010
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.
Keywords :
human factors; software agents; software quality; agent model; human performance quality analysis; intelligent software agent; Analytical models; Atmospheric modeling; Degradation; Equations; Humans; Logistics; Software agents; Agent Model; Human Performance; Support Agent;
Conference_Titel :
Web Intelligence and Intelligent Agent Technology (WI-IAT), 2010 IEEE/WIC/ACM International Conference on
Conference_Location :
Toronto, ON
Print_ISBN :
978-1-4244-8482-9
Electronic_ISBN :
978-0-7695-4191-4
DOI :
10.1109/WI-IAT.2010.208