<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3.dtd">
<article article-type="research-article" dtd-version="1.3" 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" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">kaz44</journal-id><journal-title-group><journal-title xml:lang="ru">Вестник Университета Шакарима. Серия технические науки</journal-title><trans-title-group xml:lang="en"><trans-title>Bulletin of Shakarim University. Technical Sciences</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2788-7995</issn><issn pub-type="epub">3006-0524</issn><publisher><publisher-name>«Шәкәрім университеті» КеАҚ</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.53360/2788-7995-2024-2(14)-1</article-id><article-id custom-type="elpub" pub-id-type="custom">kaz44-947</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>АВТОМАТИЗАЦИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ (ОРИГИНАЛЬНАЯ СТАТЬЯ)</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>AUTOMATION AND INFORMATION TECHNOLOGY (ORIGINAL ARTICLE)</subject></subj-group></article-categories><title-group><article-title>ПРИМЕНЕНИЕ РЕЗУЛЬТАТОВ SOCIAL MINING ИЗ ОТКРЫТЫХ СОЦИАЛЬНЫХ СЕТЕЙ</article-title><trans-title-group xml:lang="en"><trans-title>APPLYING SOCIAL MINING RESULTS FROM OPEN SOCIAL NETWORKS</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Зенкович</surname><given-names>К. У.</given-names></name><name name-style="western" xml:lang="en"><surname>Zenkovich</surname><given-names>K.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Кулькен Уалиевна Зенкович – магистр технических наук, преподаватель кафедры «Автоматизация, информационные технологии и градостроительстово» </p><p> 071412, Республика Казахстан, г. Семей, ул. Глинки, 20 А </p></bio><bio xml:lang="en"><p>Kulken Zenkovich – Master of Technical Sciences, lecturer of the Department «Automatization, Information Technology and Urban Planning» </p><p> 071412, Republic of Kazakhstan, Semey, 20 A Glinka Street </p></bio><email xlink:type="simple">kulken_@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-8918-527X</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Жылқыбаев</surname><given-names>Т. С.</given-names></name><name name-style="western" xml:lang="en"><surname>Zhylkybayev</surname><given-names>T.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Тұрсынхан Саятұлы Жылқыбаев* – магистр технических наук, преподаватель кафедры «Автоматизация, информационные технологии и градостроительстово </p><p> 071412, Республика Казахстан, г. Семей, ул. Глинки, 20 А </p></bio><bio xml:lang="en"><p>Tursynkhan Zhylkybayev – Master of Technical Sciences, lecturer of the Department «Automatization, Information Technology and Urban Planning»</p><p> 071412, Republic of Kazakhstan, Semey, 20 A Glinka Street </p></bio><email xlink:type="simple">zhitosya@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Кайсанов</surname><given-names>С. Б.</given-names></name><name name-style="western" xml:lang="en"><surname>Kaysanov</surname><given-names>S.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Советказы Бекенович Кайсанов – преподаватель кафедры «Автоматизация, информационные технологии и градостроительстово» </p><p> 071412, Республика Казахстан, г. Семей, ул. Глинки, 20 А </p></bio><bio xml:lang="en"><p>Sovetkazy Kaysanov – lecturer of the Department «Automatization, Information Technology and Urban Planning» </p><p> 071412, Republic of Kazakhstan, Semey, 20 A Glinka Street </p></bio><email xlink:type="simple">kaisanov@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Устинова</surname><given-names>Т. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Ustinova</surname><given-names>T.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Татьяна Анатольевна Устинова – магистр, преподаватель кафедры «Автоматизация, информационные технологии и градостроительстово» </p><p> 071412, Республика Казахстан, г. Семей, ул. Глинки, 20 А </p></bio><bio xml:lang="en"><p>Tatyana Ustinova – master, lecturer of the Department «Automatization, Information Technology and Urban Planning» </p><p> 071412, Republic of Kazakhstan, Semey, 20 A Glinka Street </p></bio><email xlink:type="simple">ustinova-t-a@yandex.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru">Университет имени Шакарима города Семей<country>Казахстан</country></aff><aff xml:lang="en">Shakarim University of Semey<country>Kazakhstan</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2024</year></pub-date><pub-date pub-type="epub"><day>29</day><month>06</month><year>2024</year></pub-date><volume>1</volume><issue>2(14)</issue><fpage>5</fpage><lpage>10</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Зенкович К.У., Жылқыбаев Т.С., Кайсанов С.Б., Устинова Т.А., 2024</copyright-statement><copyright-year>2024</copyright-year><copyright-holder xml:lang="ru">Зенкович К.У., Жылқыбаев Т.С., Кайсанов С.Б., Устинова Т.А.</copyright-holder><copyright-holder xml:lang="en">Zenkovich K., Zhylkybayev T., Kaysanov S., Ustinova T.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://tech.vestnik.shakarim.kz/jour/article/view/947">https://tech.vestnik.shakarim.kz/jour/article/view/947</self-uri><abstract><p>Появление веб-сообществ и сайтов социальных сетей привело к появлению огромного объема данных социальных сетей, в которые встроены богатые наборы значимых знаний о социальных сетях. Анализ социальных сетей и исследования социальных структур с помощью сетей и теории графов помогают найти систематический метод или процесс для исследования социальных сетей. В статье раскрыто понятие интеллектуального анализа социальных сетей. Ключевым аспектом статьи является применение результатов анализа социальных сетей для различных отраслей человеческой деятельности.Описывается преимущества использования Social Mining для выявления закономерностей в больших данных. С помощью механизмов Social Mining можно находить нетривиальные и, на первый взгляд, неочевидные закономерности в больших объемах информации. В статье приведены примеры программного обеспечения, с помощью которого возможно осуществить быстрый сбор и анализ данных из социальных сетей. Сервисы аналитики упрощают работу и увеличивают возможности в социальных сетях. Анализ социальных сетей представляет собой эффективную систему для обнаружения и интерпретации общественных онлайн-связей.Аналитика социальных сетей выходит за рамки подсчета лайков, репостов и переходов по ссылкам. Это комплексный глубокий анализ данных, помогающий понять, что привлекает больше внимания или чем руководствуются пользователи, обращающиеся к бренду через соцсети.</p></abstract><trans-abstract xml:lang="en"><p>T</p><p>The advent of web-based communities and social networking sites has resulted in a massive amount of social networking data that is embedded with rich sets of meaningful social media knowledge. Social network analysis and the study of social structures using networks and graph theory help to find a systematic method or process for studying social networks. The article reveals the concept of intellectual analysis of social networks. The key aspect of the article is the application of the results of social network analysis to various branches of human activity.Describes the benefits of using Social Mining to identify patterns in big data. Using Social Mining mechanisms, you can find non-trivial and, at first glance, non-obvious patterns in large volumes of information. The article provides examples of software that can be used to quickly collect and analyze data from social networks. Analytics services simplify work and increase opportunities on social networks. Social network analysis provides an effective system for discovering and interpreting online social connections.Social network analytics goes beyond counting likes, reposts and links. This is a comprehensive indepth data analysis that helps to understand what attracts more attention or guide users when accessing the brand through social networks.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>интеллектуальный анализ данных</kwd><kwd>социальные сети</kwd><kwd>большие данные</kwd><kwd>сбор данных</kwd><kwd>веб-сообщества</kwd></kwd-group><kwd-group xml:lang="en"><kwd>data mining</kwd><kwd>social networks</kwd><kwd>big data</kwd><kwd>data collection</kwd><kwd>web communities</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Analyzing Social Networks to Mine Important Friends / K.-S. Carson Leung, J. Irish, M. Medina, K. Syed // Social Media Mining and Social Network Analysis: Emerging Research. University of Manitoba, Canada. – 2013. – R. 15. DOI: 10.4018/978-1-4666-2806-9.ch006.</mixed-citation><mixed-citation xml:lang="en">Analyzing Social Networks to Mine Important Friends / K.-S. Carson Leung, J. Irish, M. Medina, K. Syed // Social Media Mining and Social Network Analysis: Emerging Research. University of Manitoba, Canada. – 2013. – R. 15. DOI: 10.4018/978-1-4666-2806-9.ch006.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Intellektual'nyi analiz dannykh. Data Mining [Ehlektronnyi resurs] URL: https://studref.com/384541/informatika/intellektualnyy_analiz_dannyh_data_mining_text_mining_mining_primenenie_tsifrovom_biznese_poiskovye#478.</mixed-citation><mixed-citation xml:lang="en">Intellektual'nyi analiz dannykh. Data Mining [Ehlektronnyi resurs] URL: https://studref.com/384541/informatika/intellektualnyy_analiz_dannyh_data_mining_text_mining_mining_primenenie_tsifrovom_biznese_poiskovye#478.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Social Mining: personification of offers on social networks [Ehlektronnyi resurs] URL: https://basegroup.ru/community/articles/customization.</mixed-citation><mixed-citation xml:lang="en">Social Mining: personification of offers on social networks [Ehlektronnyi resurs] URL: https://basegroup.ru/community/articles/customization.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Social media mining [Ehlektronnyi resurs] URL: https://en.wikipedia.org/wiki/Social_media_mining.</mixed-citation><mixed-citation xml:lang="en">Social media mining [Ehlektronnyi resurs] URL: https://en.wikipedia.org/wiki/Social_media_mining.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Analiz informatsii o pol'zovatelyakh s pomoshch'yu mekhanizmov Social Mining [Ehlektronnyi resurs] URL: https://www.jetinfo.ru/social-mining-analiz-dannykh-o-homo-socialis/.</mixed-citation><mixed-citation xml:lang="en">Analiz informatsii o pol'zovatelyakh s pomoshch'yu mekhanizmov Social Mining [Ehlektronnyi resurs] URL: https://www.jetinfo.ru/social-mining-analiz-dannykh-o-homo-socialis/.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Instrumenty dlya analitiki [Ehlektronnyi resurs] URL: https://vc.ru/marketing/278203-obzor-11-servisov-dlya-analitiki-instagram-akkaunta.</mixed-citation><mixed-citation xml:lang="en">Instrumenty dlya analitiki [Ehlektronnyi resurs] URL: https://vc.ru/marketing/278203-obzor-11-servisov-dlya-analitiki-instagram-akkaunta.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Mulyukova K.V. Comparative analysis of modern Data Mining tools / K.V. Mulyukova // Young scientist. – 2019. – № 1(239). – P. 19-21. — URL: https://moluch.ru/archive/239/55393 / (date of access: 03/17/2024).</mixed-citation><mixed-citation xml:lang="en">Mulyukova K.V. Comparative analysis of modern Data Mining tools / K.V. Mulyukova // Young scientist. – 2019. – № 1(239). – P. 19-21. — URL: https://moluch.ru/archive/239/55393 / (date of access: 03/17/2024).</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Burko R.A. Social networks in modern society / R.A. Burko, T.V. Tereshina // Young scientist. – 2014. – № 7(66). – P. 607-608. – URL: https://moluch.ru/archive/66/11009/ (access date: 25.01.2024).</mixed-citation><mixed-citation xml:lang="en">Burko R.A. Social networks in modern society / R.A. Burko, T.V. Tereshina // Young scientist. – 2014. – № 7(66). – P. 607-608. – URL: https://moluch.ru/archive/66/11009/ (access date: 25.01.2024).</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Soldatova G.V. Transformatsiya lichnosti podrostka v tsifrovom mire: tsifrovaya sotsializatsiya i onlain-riski / G.V. Soldatova. Moskva, 2018. – 92 s.</mixed-citation><mixed-citation xml:lang="en">Soldatova G.V. Transformatsiya lichnosti podrostka v tsifrovom mire: tsifrovaya sotsializatsiya i onlain-riski / G.V. Soldatova. Moskva, 2018. – 92 s.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Kir'yakova N.A. Vliyanie sotsial'nykh setei na razvitie kommunikativnykh sposobnostei podrostkov / N.A. Kir'yakova // Nauchno-metodicheskii ehlektronnyi zhurnal «KontsepT». – 2017. – T. 29. – s. 161-168.</mixed-citation><mixed-citation xml:lang="en">Kir'yakova N.A. Vliyanie sotsial'nykh setei na razvitie kommunikativnykh sposobnostei podrostkov / N.A. Kir'yakova // Nauchno-metodicheskii ehlektronnyi zhurnal «KontsepT». – 2017. – T. 29. – s. 161-168.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Martyshkin A.I. Modeli i sredstva sbora i predstavleniya informatsii iz otkrytykh sotsial'nykh setei dlya ispol'zovaniya v sistemakh prinyatiya reshenii / A.I. Martyshkin, D.V. Pashchenko, Penza: Izdvo Penz. gos. tekhnol. un-ta, 2019. – 196 s.</mixed-citation><mixed-citation xml:lang="en">Martyshkin A.I. Modeli i sredstva sbora i predstavleniya informatsii iz otkrytykh sotsial'nykh setei dlya ispol'zovaniya v sistemakh prinyatiya reshenii / A.I. Martyshkin, D.V. Pashchenko, Penza: Izdvo Penz. gos. tekhnol. un-ta, 2019. – 196 s.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Analiz sotsial'nykh setei: metody i prilozheniya / A. Korshunov, I. Beloborodov, N. Buzun i dr. // Trudy Instituta sistemnogo programmirovaniya RAN. – 2014. – T. 26, № 1. – S. 439-456.</mixed-citation><mixed-citation xml:lang="en">Analiz sotsial'nykh setei: metody i prilozheniya / A. Korshunov, I. Beloborodov, N. Buzun i dr. // Trudy Instituta sistemnogo programmirovaniya RAN. – 2014. – T. 26, № 1. – S. 439-456.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Batrinca B. Social media analytics: A survey of techniques, tools and platforms / B. Batrinca, P. Treleaven // AI &amp; SOCIETY. – 2014. – № 30(1). – R. 89-116. DOI: 10.1007/s00146-014-0549-4.</mixed-citation><mixed-citation xml:lang="en">Batrinca B. Social media analytics: A survey of techniques, tools and platforms / B. Batrinca, P. Treleaven // AI &amp; SOCIETY. – 2014. – № 30(1). – R. 89-116. DOI: 10.1007/s00146-014-0549-4.</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
