Title :
Towards a more holistic view on user state assessment in adaptive human-computer interaction
Author :
Schwarz, Josef ; Fuchs, Stefan ; Flemisch, Frank
Author_Institution :
Human-Syst. Eng., Fraunhofer Inst. for Commun., Inf. Process. & Ergonomics, Wachtberg, Germany
Abstract :
User state assessment in adaptive human-computer-interaction has often been equaled to the assessment of workload. More recently, approaches have surfaced that also focus on other state dimensions such as fatigue, situation awareness, and the emotional state. However, interrelations and dependencies between these state dimensions are not considered if each is assessed in isolation. Furthermore, it is often neglected that individual factors, factors of the work environment, and self-regulation-strategies of the operator strongly influence these state dimensions. We suppose that adaptation based on user state assessment is more successful if this set of interactions is integrated into a more holistic assessment approach. We therefore propose a model that aims to provide a more holistic view on user state assessment. The model also aims to be generic in the sense that it can be applied to diverse operational conditions. Application is illustrated by a recent aviation incident.
Keywords :
aerospace computing; human computer interaction; adaptive human-computer interaction; aviation incident; holistic view; operational conditions; self-regulation strategies; user state assessment; work environment; workload assessment; Adaptation models; Adaptive systems; Context; Environmental factors; Fatigue; Information processing; Physiology; adaptive systems; attention; emotional state; engagement; fatigue; holistic view; multidimensional assessment; situation awareness; user state; workload;
Conference_Titel :
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location :
San Diego, CA
DOI :
10.1109/SMC.2014.6974082