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<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="1.1d1" xml:lang="en"><front><journal-meta><journal-id journal-id-type="publisher">Bulletin of Semashko National Research Institute of Public Health</journal-id><journal-title-group><journal-title>Bulletin of Semashko National Research Institute of Public Health</journal-title></journal-title-group><issn publication-format="print">2415-8410</issn><issn publication-format="electronic">2415-8429</issn><publisher><publisher-name>FSSBI «N.A. Semashko National Research Institute of Public Health»</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="publisher-id">3001</article-id><article-id pub-id-type="doi">10.25742/NRIPH.2023.02.010</article-id><article-categories><subj-group subj-group-type="heading"><subject>Научная статья</subject></subj-group></article-categories><title-group><article-title>The procedure of contextual semantic analysis: the possibilities of application on the example of the study of the term «healthy lifestyle»</article-title></title-group><contrib-group><contrib contrib-type="author"><name name-style="western"><surname>Goryachkina</surname><given-names>Svetlana Yu.</given-names></name><bio></bio><email>syg66@yandex.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff id="aff-1">N. A. Semashko National Research Institute of Public Health, 105064, Moscow, Russian Federation</aff><pub-date date-type="epub" iso-8601-date="2023-12-15" publication-format="electronic"><day>15</day><month>12</month><year>2023</year></pub-date><issue>2</issue><fpage>69</fpage><lpage>75</lpage><history><pub-date date-type="received" iso-8601-date="2025-10-16"><day>16</day><month>10</month><year>2025</year></pub-date></history><permissions><copyright-statement>Copyright © 2023,</copyright-statement><copyright-year>2023</copyright-year></permissions><abstract>The article provides an analysis of the methods of text analysis using software for analyzing text data. The existing types of text analysis and programs are given. Using the example of the analysis of the term «healthy lifestyle» with the help of KH Coder — v.3.1, an example of a contextual semantic analysis is given. As a conclusion, a methodology (sequence of steps) for conducting a similar analysis is proposed.</abstract><kwd-group xml:lang="en"><kwd>text data analysis, contextual semantic analysis, KH-Coder</kwd></kwd-group><kwd-group xml:lang="ru"><kwd>анализ текстовых данных, контекстно — семантический анализ, KH-Coder</kwd></kwd-group></article-meta></front><body></body><back><ref-list><ref id="B1"><label>1.</label><mixed-citation>Cruz-Cunha, Maria Manuela, Oliveira, Eva F., Tavares, Antonio J., et al. Handbook of Research on Social Dimensions of Semantic Technologies and Web Services. IGI Global, Hershey, New York. 2009.</mixed-citation></ref><ref id="B2"><label>2.</label><mixed-citation>Handbook of Research on Web 2.0, 3.0, and X.0: Technologies, Business, and Social Applications (2 Volumes). San Murugesan (Ed). IGI Global, 2009.</mixed-citation></ref><ref id="B3"><label>3.</label><mixed-citation>Hassani H, Beneki C, Unger S, Mazinani MT, Yeganegi MR. Text Mining in Big Data Analytics. Big Data and Cognitive Computing. 2020;4(1):1. doi: 10.3390/bdcc4010001.</mixed-citation></ref><ref id="B4"><label>4.</label><mixed-citation>Tricco AC, Lillie E, Zarin W, et al. PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation. Ann Intern Med. 2018;169(7):467-473. doi: 10.7326/M18-0850.</mixed-citation></ref><ref id="B5"><label>5.</label><mixed-citation>Горячкина С. Ю. Контекстный семантический анализ нормативно-правовой базы регулирования здорового образа жизни. Уральский медицинский журнал. 2019;178(10):161—168.</mixed-citation></ref><ref id="B6"><label>6.</label><mixed-citation>Олейник А. Н. Контент-анализ больших качественных данных. International Journal of Open Information Technologies. 2019;(10):36-49.</mixed-citation></ref><ref id="B7"><label>7.</label><mixed-citation>Корецкая В. С. Контекстно-ориентированная концептуализация понятий. Петербургская социология сегодня. 2013;(4):267-280.</mixed-citation></ref><ref id="B8"><label>8.</label><mixed-citation>Калашников В. Г. Контекстный анализ как инструмент образовательной технологии. Вестник ВГТУ. 2013;5(2):56-61.</mixed-citation></ref><ref id="B9"><label>9.</label><mixed-citation>Калашников В. Г. Метод контекстного анализа в методологии контекстного подхода. Педагогика и психология образования. 2018;(2):48-61.</mixed-citation></ref><ref id="B10"><label>10.</label><mixed-citation>Гегер А. Э., Чупахина Ю. А., Гегер С. А. Компьютерные программы для анализа качественных и смешанных данных.Петербургская социология сегодня. 2015;(6):374-383.</mixed-citation></ref></ref-list></back></article>
