The Psychology of Human-Computer Interaction
The Psychology of Human-Computer Interaction
Simple cognitive modeling in a complex cognitive architecture
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
The human-computer interaction handbook
The role of cognitive architecture in modeling the user: Soar's learning mechanism
Human-Computer Interaction
Towards a new dimension for user modeling: the use of sensory vocabulary
UMAP'11 Proceedings of the 19th international conference on Advances in User Modeling
I-know my users: user-centric profiling based on the perceptual preference questionnaire (PPQ)
Proceedings of the 12th International Conference on Knowledge Management and Knowledge Technologies
| Hi-index | 0.00 |
Usability of complex dynamic human computer interfaces can be evaluated by cognitive modeling to investigate cognitive processes and their underlying structures. Even though the prediction of human behavior can help to detect errors in the interaction design and cognitive demands of the future user the method is not widely applied. The time-consuming transformation of a problem "in the world" into a "computational model" and the lack of fine-grained simulation data analysis are mainly responsible for this. Having realized these drawbacks we developed HTAmap and SimTrA to simplify the development and analysis of cognitive models. HTAmap, a high-level framework for cognitive modeling, aims to reduce the modeling effort. SimTrA supports the analysis of cognitive model data on an overall and microstructure level and enables the comparison of simulated data with empirical data. This paper describes both concepts and shows their practicability on an example in the domain of process control.