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2020 | OriginalPaper | Chapter

Complexity Theory and Dynamic Characteristics of Cognitive Processes

Authors : Vladimir Soloviev, Natalia Moiseienko, Olena Tarasova

Published in: Information and Communication Technologies in Education, Research, and Industrial Applications

Publisher: Springer International Publishing

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Abstract

The features of modeling of the cognitive component of social and humanitarian systems have been considered. An example of using entropy multiscale, multifractal, recurrence and network complexity measures has shown that these and other synergetic models and methods allow us to correctly describe the quantitative differences of cognitive systems. The cognitive process is proposed to be regarded as a separate implementation of an individual cognitive trajectory, which can be represented as a time series and to investigate its static and dynamic features by the methods of complexity theory. Prognostic possibilities of the complex systems theory will allow to correct the corresponding pedagogical technologies. It has been proposed to track and quantitatively describe the cognitive trajectory using specially transformed computer games which can be used to test the processual characteristics of thinking.

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Metadata
Title
Complexity Theory and Dynamic Characteristics of Cognitive Processes
Authors
Vladimir Soloviev
Natalia Moiseienko
Olena Tarasova
Copyright Year
2020
DOI
https://doi.org/10.1007/978-3-030-39459-2_11

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