{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,30]],"date-time":"2025-07-30T15:48:34Z","timestamp":1753890514574,"version":"3.41.2"},"reference-count":18,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2023,10,23]],"date-time":"2023-10-23T00:00:00Z","timestamp":1698019200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Big Data"],"abstract":"Introduction<\/jats:title>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.<\/jats:p><\/jats:sec>Methods<\/jats:title>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.<\/jats:p><\/jats:sec>Results<\/jats:title>With the help of descriptive statistics, the parameters of individual box-plot diagrams were determined, and the recipient group was clustered.<\/jats:p><\/jats:sec>Discussion<\/jats:title>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.<\/jats:p><\/jats:sec>","DOI":"10.3389\/fdata.2023.1239017","type":"journal-article","created":{"date-parts":[[2023,10,23]],"date-time":"2023-10-23T08:12:52Z","timestamp":1698048772000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Experimental study and clustering of operating staff of search systems in the sense of stress resistance"],"prefix":"10.3389","volume":"6","author":[{"given":"Nataliya","family":"Shakhovska","sequence":"first","affiliation":[]},{"given":"Roman","family":"Kaminskyi","sequence":"additional","affiliation":[]},{"given":"Bohdan","family":"Khudoba","sequence":"additional","affiliation":[]}],"member":"1965","published-online":{"date-parts":[[2023,10,23]]},"reference":[{"key":"B1","unstructured":"\u201cThe roles of human operator and machine in decision aid strategies for target detection,\u201d\n AllenN.\n KesselR.\n RTO HFM Symposium on the Role of Humans in Intelligent and Automated Systems2002"},{"key":"B2","doi-asserted-by":"publisher","first-page":"102721","DOI":"10.1016\/j.conb.2023.102721","article-title":"Mathematical models of learning and what can be learned from them","volume":"80","author":"Barak","year":"2023","journal-title":"Curr. 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