Existing research on human skills acquisition studies has shown that learning follows a non-linear pattern, but the exact form remains unknown due to the limitation of traditional experimental methods and lack of systematic modeling of tasks. We applied a non-linear fractal analysis on the time series data produced by human subjects on target-tracking motor learning tasks. Tracking of a non-fractal sinusoid-cosinusoid signal was used as the platform. Our preliminary results suggest that fractal models may prove effective in investigating details of the human learning process. © Springer-Verlag Berlin Heidelberg 2007.
CITATION STYLE
Wanliss, J., Liu, D., Uritsky, V., & Wuergler, M. (2007). Fractal modeling of human psychomotor skills acquisition process. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 4561 LNCS, pp. 474–482). Springer Verlag. https://doi.org/10.1007/978-3-540-73321-8_55
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