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Measurement of the Cognitive Potential Based on Performance of Tasks of Different Complexity

The present article is devoted to measuring a person’s cognitive potential on the obtained experimental data to reveal its potentialities, as well as to monitor their dynamics, for example, for the diagnosis of recovery after an illness. This objective is divided in this study into two problems. Nam...

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Detalles Bibliográficos
Autores principales: Petukhov, A. Y., Polevaya, S. A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Pleiades Publishing 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9909646/
http://dx.doi.org/10.1134/S1063784222090067
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author Petukhov, A. Y.
Polevaya, S. A.
author_facet Petukhov, A. Y.
Polevaya, S. A.
author_sort Petukhov, A. Y.
collection PubMed
description The present article is devoted to measuring a person’s cognitive potential on the obtained experimental data to reveal its potentialities, as well as to monitor their dynamics, for example, for the diagnosis of recovery after an illness. This objective is divided in this study into two problems. Namely, estimation of the cognitive potential requires two algorithms to be developed: first, for assessment of the cognitive-complexity level of tasks and, second, for the system of cognitive-potential levels for an individual. The methods rely on a set of experimental techniques, including tailor-made proprietary ones, as well as on mathematical methods for data processing and calculation of introduced specific parameters for formalization of the cognitive potential. On the basis of these methods, methods (and specific formulas) are proposed for calculation of the cognitive potential of an individual using experimental data and tasks of different levels of complexity. As a part of this study, a methodology for determination of the cognitive potential is designed based on the theory of information patterns/representations. For objectification of cognitive skills (including so-called “soft skills”), a special-purpose web toolkit was developed. The obtained values allow one to study how social, genetic, and pathogenetic factors influence the dynamics of cognitive features. A new theoretical and technological platform for digital mapping and optimization of cognitive functions is proposed.
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spelling pubmed-99096462023-02-09 Measurement of the Cognitive Potential Based on Performance of Tasks of Different Complexity Petukhov, A. Y. Polevaya, S. A. Tech. Phys. Article The present article is devoted to measuring a person’s cognitive potential on the obtained experimental data to reveal its potentialities, as well as to monitor their dynamics, for example, for the diagnosis of recovery after an illness. This objective is divided in this study into two problems. Namely, estimation of the cognitive potential requires two algorithms to be developed: first, for assessment of the cognitive-complexity level of tasks and, second, for the system of cognitive-potential levels for an individual. The methods rely on a set of experimental techniques, including tailor-made proprietary ones, as well as on mathematical methods for data processing and calculation of introduced specific parameters for formalization of the cognitive potential. On the basis of these methods, methods (and specific formulas) are proposed for calculation of the cognitive potential of an individual using experimental data and tasks of different levels of complexity. As a part of this study, a methodology for determination of the cognitive potential is designed based on the theory of information patterns/representations. For objectification of cognitive skills (including so-called “soft skills”), a special-purpose web toolkit was developed. The obtained values allow one to study how social, genetic, and pathogenetic factors influence the dynamics of cognitive features. A new theoretical and technological platform for digital mapping and optimization of cognitive functions is proposed. Pleiades Publishing 2023-02-09 2022 /pmc/articles/PMC9909646/ http://dx.doi.org/10.1134/S1063784222090067 Text en © Pleiades Publishing, Ltd. 2022, ISSN 1063-7842, Technical Physics, 2022, Vol. 67, No. 9, pp. 671–676. © Pleiades Publishing, Ltd., 2022.ISSN 1063-7842, Technical Physics, 2022. © Pleiades Publishing, Ltd., 2022.Russian Text © The Author(s), 2022, published in Izvestiya Vysshikh Uchebnykh Zavedenii. Prikladnaya Nelineinaya Dinamika, 2022, Vol. 30, No. 3, pp. 311–321. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Petukhov, A. Y.
Polevaya, S. A.
Measurement of the Cognitive Potential Based on Performance of Tasks of Different Complexity
title Measurement of the Cognitive Potential Based on Performance of Tasks of Different Complexity
title_full Measurement of the Cognitive Potential Based on Performance of Tasks of Different Complexity
title_fullStr Measurement of the Cognitive Potential Based on Performance of Tasks of Different Complexity
title_full_unstemmed Measurement of the Cognitive Potential Based on Performance of Tasks of Different Complexity
title_short Measurement of the Cognitive Potential Based on Performance of Tasks of Different Complexity
title_sort measurement of the cognitive potential based on performance of tasks of different complexity
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9909646/
http://dx.doi.org/10.1134/S1063784222090067
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