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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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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. |
format | Online Article Text |
id | pubmed-10626476 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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