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Experimental study and clustering of operating staff of search systems in the sense of stress resistance

INTRODUCTION: The main goal of this study is to develop a methodology for the organization of experimental selection of operator personnel based on the analysis of their behavior under the influence of micro-stresses. METHODS: A human-machine interface model has been developed, which considers the c...

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Autores principales: Shakhovska, Nataliya, Kaminskyi, Roman, Khudoba, Bohdan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10626476/
https://www.ncbi.nlm.nih.gov/pubmed/37937318
http://dx.doi.org/10.3389/fdata.2023.1239017
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author Shakhovska, Nataliya
Kaminskyi, Roman
Khudoba, Bohdan
author_facet Shakhovska, Nataliya
Kaminskyi, Roman
Khudoba, Bohdan
author_sort Shakhovska, Nataliya
collection PubMed
description INTRODUCTION: The main goal of this study is to develop a methodology for the organization of experimental selection of operator personnel based on the analysis of their behavior under the influence of micro-stresses. METHODS: A human-machine interface model has been developed, which considers the change in the functional state of the human operator. The presented concept of the difficulty of detecting the object of attention contributed to developing a particular sequence of ordinary test images with stressor images included in it and presented models of the flow of presenting test images to the recipient. RESULTS: With the help of descriptive statistics, the parameters of individual box-plot diagrams were determined, and the recipient group was clustered. DISCUSSION: Overall, the proposed approach based on the example of the conducted grouping makes it possible to ensure the objectivity and efficiency of the professional selection of applicants for operator specialties.
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spelling pubmed-106264762023-11-07 Experimental study and clustering of operating staff of search systems in the sense of stress resistance Shakhovska, Nataliya Kaminskyi, Roman Khudoba, Bohdan Front Big Data Big Data INTRODUCTION: The main goal of this study is to develop a methodology for the organization of experimental selection of operator personnel based on the analysis of their behavior under the influence of micro-stresses. METHODS: A human-machine interface model has been developed, which considers the change in the functional state of the human operator. The presented concept of the difficulty of detecting the object of attention contributed to developing a particular sequence of ordinary test images with stressor images included in it and presented models of the flow of presenting test images to the recipient. RESULTS: With the help of descriptive statistics, the parameters of individual box-plot diagrams were determined, and the recipient group was clustered. DISCUSSION: Overall, the proposed approach based on the example of the conducted grouping makes it possible to ensure the objectivity and efficiency of the professional selection of applicants for operator specialties. Frontiers Media S.A. 2023-10-23 /pmc/articles/PMC10626476/ /pubmed/37937318 http://dx.doi.org/10.3389/fdata.2023.1239017 Text en Copyright © 2023 Shakhovska, Kaminskyi and Khudoba. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Big Data
Shakhovska, Nataliya
Kaminskyi, Roman
Khudoba, Bohdan
Experimental study and clustering of operating staff of search systems in the sense of stress resistance
title Experimental study and clustering of operating staff of search systems in the sense of stress resistance
title_full Experimental study and clustering of operating staff of search systems in the sense of stress resistance
title_fullStr Experimental study and clustering of operating staff of search systems in the sense of stress resistance
title_full_unstemmed Experimental study and clustering of operating staff of search systems in the sense of stress resistance
title_short Experimental study and clustering of operating staff of search systems in the sense of stress resistance
title_sort experimental study and clustering of operating staff of search systems in the sense of stress resistance
topic Big Data
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10626476/
https://www.ncbi.nlm.nih.gov/pubmed/37937318
http://dx.doi.org/10.3389/fdata.2023.1239017
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