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2019 | OriginalPaper | Chapter

Model and Software Tool for Estimation of School Children Psychophysical Condition Using Fuzzy Logic Methods

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Abstract

At present, school-age children are regularly exposed to a significant number of negative factors during their school time. The impact of these factors lead to the produce of an organism’s response, called stress. Regular stress can in turn cause a deterioration in the health of children.
In this paper we propose a new approach to the use of physical indicators that are tracked using a fitness bracelets. In this work, we obtain and analyze the student’s physical activity indicators dynamics. The relationship between the physical condition and the level of psychological loading of schoolchildren during school lessons is analyzed. At the result was developed model for determining stress conditions in school-age children, and a web-service for analyzing and assessing the psychophysiological stress of school-age children is implemented.

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Literature
1.
go back to reference Selye, H.: Stress Without Distress. J. B. Lippincott Co., Philadelphia (1974) Selye, H.: Stress Without Distress. J. B. Lippincott Co., Philadelphia (1974)
2.
go back to reference Rothstein, O.: Intelligent Identification Technologies: Fuzzy Sets, Genetic Algorithms. Neural Networks. UNIVERSUM-Vinnytsia, Vinnitsa (1999) Rothstein, O.: Intelligent Identification Technologies: Fuzzy Sets, Genetic Algorithms. Neural Networks. UNIVERSUM-Vinnytsia, Vinnitsa (1999)
3.
go back to reference Barseghyan, A., Barseghyan, A., Kupriyanov, M., Kholod, I.: Analysis of Data and Processes: Studies Manual. BHV-Petersburg, St. Petersburg (2009) Barseghyan, A., Barseghyan, A., Kupriyanov, M., Kholod, I.: Analysis of Data and Processes: Studies Manual. BHV-Petersburg, St. Petersburg (2009)
Metadata
Title
Model and Software Tool for Estimation of School Children Psychophysical Condition Using Fuzzy Logic Methods
Authors
Dmytro Marchuk
Viktoriia Kovalchuk
Kateryna Stroj
Inna Sugonyak
Copyright Year
2019
DOI
https://doi.org/10.1007/978-3-319-99996-8_11

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