Title :
Modeling the cognitive representation of basic three-dimensional spatial relations in visual short-term memory
Author :
Winkelholz, Carsten ; Kleiber, Michael ; Schlick, Christopher M.
Author_Institution :
Human Machine-Syst. Eng., Fraunhofer Inst. for Commun. Inf., Process. & Ergonmics, Wachtberg, Germany
Abstract :
For the prospective design of human-machine interfaces in an engineering design process, basic principles and parameters of human cognitive performance need to be known. This paper describes the results of a study that assesses parameters for the accuracy of the mental representation of basic three-dimensional spatial relations in visual short-term memory. In a laboratory experiment, 13 subjects reproduced from memory the position of a sphere relative to a second landmark. The stimuli were presented on a stereoscopic display. The mental representation of spatial relations is noisy and therefore is determined by probability density functions. The experimental results are compared with Monte Carlo simulations of stochastic models of the mental representation using hypothesized probability density functions that represent different noise models. The reported values for the parameters have important implications for the design of stereoscopic three-dimensional visualizations in human- computer interaction.
Keywords :
Monte Carlo methods; cognition; human computer interaction; probability; user interfaces; visual perception; Monte Carlo simulation; cognitive representation; human computer interaction; human machine interface; mental representation; probability density function; stereoscopic three dimensional visualization; stochastic model; three dimensional spatial relation; visual short term memory; Computational modeling; cognitive engineering; human performance modeling; stereoscopic displays;
Conference_Titel :
Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-6586-6
DOI :
10.1109/ICSMC.2010.5642286