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<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">10.53360/2788-7995-2023-3(11)-2</article-id><article-id custom-type="elpub" pub-id-type="custom">kaz44-493</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>СТАТЬИ</subject></subj-group></article-categories><title-group><article-title>Технология моделирования гибридных информационных систем для анализа бизнес-процессов на основе интернета вещей</article-title><trans-title-group xml:lang="en"><trans-title>Hybrid information systems modeling technology for business process analysis based on the internet of things</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>Аскарулы</surname><given-names>Б.</given-names></name><name name-style="western" xml:lang="en"><surname>Askaruly</surname><given-names>B.</given-names></name></name-alternatives><bio xml:lang="ru"><p>магистрант,</p><p>010000, проспект Мангилик Ел, 55/11, Бизнес-центр EXPO, блок C1</p></bio><bio xml:lang="en"><p>Askaruly Bergey – master'S degree,</p><p>Astana</p></bio><email xlink:type="simple">222266@astanait.edu.kz</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-3830-6905</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Абитова</surname><given-names>Г. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Abitova</surname><given-names>G. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>кандидат технических наук, доцент,</p><p>010000, проспект Мангилик Ел, 55/11, Бизнес-центр EXPO, блок C1</p></bio><bio xml:lang="en"><p>Gulnara Askerovna Abitova – PhD, Associate Professor,</p><p>Astana</p></bio><email xlink:type="simple">Gulnara.Abitova@astanait.edu.kz</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru">Astana IT University<country>Казахстан</country></aff><aff xml:lang="en">Astana IT University<country>Kazakhstan</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2023</year></pub-date><pub-date pub-type="epub"><day>28</day><month>09</month><year>2023</year></pub-date><volume>0</volume><issue>3(11)</issue><fpage>19</fpage><lpage>28</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Аскарулы Б., Абитова Г.А., 2023</copyright-statement><copyright-year>2023</copyright-year><copyright-holder xml:lang="ru">Аскарулы Б., Абитова Г.А.</copyright-holder><copyright-holder xml:lang="en">Askaruly B., Abitova G.A.</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/493">https://tech.vestnik.shakarim.kz/jour/article/view/493</self-uri><abstract><p>В данной статье рассматривается влияние интеграции данных Интернета вещей (IoT) и моделирования гибридных информационных систем на анализ бизнес-процессов.</p><p>Целью исследования является подтверждение предположения о том, что такая интеграция повышает точность и эффективность анализа. В обзорной части подчеркивается важность анализа бизнес-процессов для успешного существования в быстро меняющейся и конкурентной бизнес-среде. Основное внимание уделяется использованию Интернета вещей и моделированию информационных систем для повышения производительности организации.</p><p>Методологическая часть описывает исследовательский подход: сбор и анализ эмпирических данных в сравнении с научной литературой. В основе исследовательского подхода лежит интеграция данных Интернета вещей в реальном времени с моделированием информационных систем.</p><p>Результаты работы подтверждают первоначальное предположение, выявляя значительное влияние интеграции данных Интернета вещей и моделирования информационных систем на анализ бизнес-процессов. Это позволяет организациям достигать большей операционной эффективности, оптимизировать ресурсы и принимать обоснованные решения.</p><p>Подчеркивается практическая ценность гибридного подхода для организаций, желающих улучшить анализ своих бизнес-процессов. Интеграция Интернета вещей и моделирования информационных систем помогает оптимизировать процессы и повысить общую производительность.</p><p>Работа подтверждает важность и полезность использования гибридного подхода при анализе бизнес-процессов на основе Интернета вещей, подчеркивая преимущества интеграции данных Интернета вещей и моделирования информационных систем. Гибридный подход обладает потенциалом для улучшения бизнес-процессов и достижения успеха в современной конкурентной среде.</p></abstract><trans-abstract xml:lang="en"><p>This article examines the impact of Internet of Things (IoT) data integration and hybrid information systems modeling on business process analysis. The study aims to confirm the assumption that such integration increases the accuracy and efficiency of the analysis.</p><p>The review part emphasizes the importance of analyzing business processes for successful existence in a rapidly changing and competitive business environment. The main focus is on the use of IoT and modeling of information systems to improve the productivity of the organization.</p><p>The methodological part describes the research approach: collection and analysis of empirical data in comparison with scientific literature. The integration of real-time IoT data with information systems modeling is the basis of the research approach.</p><p>The results of the work confirm the initial assumption, revealing the significant impact of the integration of IoT data and modeling of information systems on the analysis of business processes. This allows organizations to achieve greater operational efficiency, optimize resources and make informed decisions.</p><p>The practical value of the hybrid approach is emphasized for organizations wishing to improve the analysis of their business processes. Integration of IoT and modeling of information systems helps to optimize processes and increase overall productivity.</p><p>The work confirms the importance and usefulness of using a hybrid approach in the analysis of business processes based on IoT, highlighting the advantages of integrating IoT data and modeling information systems. The hybrid approach has the potential to improve business processes and achieve success in today's competitive environment.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>моделирование гибридных информационных систем</kwd><kwd>анализ бизнес-процессов</kwd><kwd>интернет вещей (IoT)</kwd><kwd>интеграция данных</kwd><kwd>операционная эффективность</kwd><kwd>распределение ресурсов</kwd><kwd>аналитика в реальном времени</kwd><kwd>принятие решений</kwd><kwd>эффективность организации</kwd><kwd>оптимизация процессов</kwd></kwd-group><kwd-group xml:lang="en"><kwd>Hybrid information systems modeling</kwd><kwd>Business process analysis</kwd><kwd>Internet of Things (IoT)</kwd><kwd>Data integratio</kwd><kwd>Operational efficiency</kwd><kwd>Resource allocation</kwd><kwd>Real-time insights</kwd><kwd>Decision-making</kwd><kwd>Organizational performance</kwd><kwd>Process optimization</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">Uskenbayeva, R.K., Moldagulova, A.N., Satybaldiyeva, R.Zh., Bektemyssova, G.U., Kalpeeva, Zh.B. (2019). Methodology for Modeling Hybrid Administrative Business Processes. Vestnik Kazakhstansko-Britanskogo Tekhnicheskogo Universiteta. – No.3 (50).</mixed-citation><mixed-citation xml:lang="en">Uskenbayeva, R.K., Moldagulova, A.N., Satybaldiyeva, R.Zh., Bektemyssova, G.U., Kalpeeva, Zh.B. (2019). Methodology for Modeling Hybrid Administrative Business Processes. Vestnik Kazakhstansko-Britanskogo Tekhnicheskogo Universiteta. – No.3 (50).</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Pólkowski, Z., Dutta, N., Savulescu, C. (2017). A Hybrid Business Model Framework for IoT. Studies &amp; Proceedings of Polish Association for Knowledge Management. – No 86. – 2017.</mixed-citation><mixed-citation xml:lang="en">Pólkowski, Z., Dutta, N., Savulescu, C. (2017). A Hybrid Business Model Framework for IoT. Studies &amp; Proceedings of Polish Association for Knowledge Management. – No 86. – 2017.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Gondal, F.K., Shahzad, S.K., Iqbal, M.W., Aqeel, M., Naqvi, M.R. (2021). Business Process Model for IoT-Based Systems Operations. Lahore Garrison Research Journal of Computer Science and Technology. – Vol. 5, No. 4.</mixed-citation><mixed-citation xml:lang="en">Gondal, F.K., Shahzad, S.K., Iqbal, M.W., Aqeel, M., Naqvi, M.R. (2021). Business Process Model for IoT-Based Systems Operations. Lahore Garrison Research Journal of Computer Science and Technology. – Vol. 5, No. 4.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Ratnayake, K.P. (2018). Business Process Modelling for Internet of Things. Thesis. Auckland University of Technology.</mixed-citation><mixed-citation xml:lang="en">Ratnayake, K.P. (2018). Business Process Modelling for Internet of Things. Thesis. Auckland University of Technology.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Harris, I., Wang, Y., &amp; Wang, H. (2017). IoT and cloud convergence: Opportunities and challenges. IEEE Internet of Things Journal. – 3(6), 872-879.</mixed-citation><mixed-citation xml:lang="en">Harris, I., Wang, Y., &amp; Wang, H. (2017). IoT and cloud convergence: Opportunities and challenges. IEEE Internet of Things Journal. – 3(6), 872-879.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Kitchin, R. (2017). The ethics of smart cities and urban science. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 374(2083), 20160115.</mixed-citation><mixed-citation xml:lang="en">Kitchin, R. (2017). The ethics of smart cities and urban science. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 374(2083), 20160115.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Neuman, W.L. (2017). Basics of social research. Pearson.</mixed-citation><mixed-citation xml:lang="en">Neuman, W.L. (2017). Basics of social research. Pearson.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Creswell, J.W., &amp; Creswell, J. D. (2017). Research design: Qualitative, quantitative, and mixed methods approaches. Sage publications.</mixed-citation><mixed-citation xml:lang="en">Creswell, J.W., &amp; Creswell, J. D. (2017). Research design: Qualitative, quantitative, and mixed methods approaches. Sage publications.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Etikan, I., Musa, S.A., &amp; Alkassim, R.S. (2016). Comparison of convenience sampling and purposive sampling. American Journal of Theoretical and Applied Statistics. – 5(1), 1-4.</mixed-citation><mixed-citation xml:lang="en">Etikan, I., Musa, S.A., &amp; Alkassim, R.S. (2016). Comparison of convenience sampling and purposive sampling. American Journal of Theoretical and Applied Statistics. – 5(1), 1-4.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Yin, R.K. (2017). Case study research and applications: Design and methods. Sage publications.</mixed-citation><mixed-citation xml:lang="en">Yin, R.K. (2017). Case study research and applications: Design and methods. Sage publications.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Cohen, D., &amp; Crabtree, B. (2017). Semi-structured interviews. Qualitative research guidelines project.</mixed-citation><mixed-citation xml:lang="en">Cohen, D., &amp; Crabtree, B. (2017). Semi-structured interviews. Qualitative research guidelines project.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Rowley, J. (2012). Conducting research interviews. Management Research Review.</mixed-citation><mixed-citation xml:lang="en">Rowley, J. (2012). Conducting research interviews. Management Research Review.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Angrosino, M. (2018). Doing observational research. Routledge.</mixed-citation><mixed-citation xml:lang="en">Angrosino, M. (2018). Doing observational research. Routledge.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Artino Jr, A.R., La Rochelle, J.S., Dezee, K.J., &amp; Gehlbach, H. (2014). Developing questionnaires for educational research: AMEE Guide No. 87. Medical teacher, 36(6), 463-474.</mixed-citation><mixed-citation xml:lang="en">Artino Jr, A.R., La Rochelle, J.S., Dezee, K.J., &amp; Gehlbach, H. (2014). Developing questionnaires for educational research: AMEE Guide No. 87. Medical teacher, 36(6), 463-474.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Saunders, M., Lewis, P., &amp; Thornhill, A. (2016). Research methods for business students. Pearson.</mixed-citation><mixed-citation xml:lang="en">Saunders, M., Lewis, P., &amp; Thornhill, A. (2016). Research methods for business students. Pearson.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Tashakkori, A., &amp; Teddlie, C. (2010). SAGE handbook of mixed methods in social &amp; behavioral research. Sage.</mixed-citation><mixed-citation xml:lang="en">Tashakkori, A., &amp; Teddlie, C. (2010). SAGE handbook of mixed methods in social &amp; behavioral research. Sage.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Braun, V., &amp; Clarke, V. (2012). Thematic analysis. In APA handbook of research methods in psychology, Vol 2: Research designs (pp. 57-71). American Psychological Association.</mixed-citation><mixed-citation xml:lang="en">Braun, V., &amp; Clarke, V. (2012). Thematic analysis. In APA handbook of research methods in psychology, Vol 2: Research designs (pp. 57-71). American Psychological Association.</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Saldaña, J. (2015). The coding manual for qualitative researchers. Sage.</mixed-citation><mixed-citation xml:lang="en">Saldaña, J. (2015). The coding manual for qualitative researchers. Sage.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Field, A. (2018). Discovering statistics using IBM SPSS statistics. Sage.</mixed-citation><mixed-citation xml:lang="en">Field, A. (2018). Discovering statistics using IBM SPSS statistics. Sage.</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Pallant, J. (2016). SPSS survival manual. McGraw-Hill Education (UK).</mixed-citation><mixed-citation xml:lang="en">Pallant, J. (2016). SPSS survival manual. McGraw-Hill Education (UK).</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Golafshani, N. (2003). Understanding reliability and validity in qualitative research. The qualitative report, 8(4), 597-606.</mixed-citation><mixed-citation xml:lang="en">Golafshani, N. (2003). Understanding reliability and validity in qualitative research. The qualitative report, 8(4), 597-606.</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Carter, N., Bryant-Lukosius, D., DiCenso, A., Blythe, J., &amp; Neville, A. J. (2014). The use of triangulation in qualitative research. Oncology nursing forum, 41(5), 545-547.</mixed-citation><mixed-citation xml:lang="en">Carter, N., Bryant-Lukosius, D., DiCenso, A., Blythe, J., &amp; Neville, A. J. (2014). The use of triangulation in qualitative research. Oncology nursing forum, 41(5), 545-547.</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Lincoln, Y.S., &amp; Guba, E.G. (1985). Naturalistic inquiry (Vol. 75). Sage.</mixed-citation><mixed-citation xml:lang="en">Lincoln, Y.S., &amp; Guba, E.G. (1985). Naturalistic inquiry (Vol. 75). Sage.</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Birt, L., Scott, S., Cavers, D., Campbell, C., &amp; Walter, F. (2016). Member checking: a tool to enhance trustworthiness or merely a nod to validation?. Qualitative Health Research, 26(13), 1802-1811.</mixed-citation><mixed-citation xml:lang="en">Birt, L., Scott, S., Cavers, D., Campbell, C., &amp; Walter, F. (2016). Member checking: a tool to enhance trustworthiness or merely a nod to validation?. Qualitative Health Research, 26(13), 1802-1811.</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Lupin, S., Tun, H., Thike, A.M., Puschin, M. (2016). Hybrid Modelling as a Tool for Analysis of Information Systems Security. In Proceedings of the 2016 IEEE NW Russia Young Researchers in Electrical and Electronic Engineering Conference (EIConRusNW).</mixed-citation><mixed-citation xml:lang="en">Lupin, S., Tun, H., Thike, A.M., Puschin, M. (2016). Hybrid Modelling as a Tool for Analysis of Information Systems Security. In Proceedings of the 2016 IEEE NW Russia Young Researchers in Electrical and Electronic Engineering Conference (EIConRusNW).</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Endres, H., Stoiber, K., Wenzl, N.M. (2019). Managing Digital Transformation through Hybrid Business Models. Journal of Business Strategy, 41(6), 49-56.</mixed-citation><mixed-citation xml:lang="en">Endres, H., Stoiber, K., Wenzl, N.M. (2019). Managing Digital Transformation through Hybrid Business Models. Journal of Business Strategy, 41(6), 49-56.</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Kang, K-D. (2022). A Review of Efficient Real-Time Decision Making in the Internet of Things. Technologies, 10(1), https://doi.org/10.3390/technologies10010012. Department of Computer Science, State University of New York at Binghamton, Binghamton, NY 13902, USA. Section Information and Communication Technologies</mixed-citation><mixed-citation xml:lang="en">Kang, K-D. (2022). A Review of Efficient Real-Time Decision Making in the Internet of Things. Technologies, 10(1), https://doi.org/10.3390/technologies10010012.Department of Computer Science, State University of New York at Binghamton, Binghamton, NY 13902, USA. Section Information and Communication Technologies</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Manyika, J., Chui, M., Bughin, J., Dobbs, R., Bisson, P., &amp; Marrs, A. (2017). Big data: The next frontier for innovation, competition, and productivity. McKinsey Global Institute.</mixed-citation><mixed-citation xml:lang="en">Manyika, J., Chui, M., Bughin, J., Dobbs, R., Bisson, P., &amp; Marrs, A. (2017). Big data: The next frontier for innovation, competition, and productivity. McKinsey Global Institute.</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Al-Fuqaha, A., Guizani, M., Mohammadi, M., Aledhari, M., &amp; Ayyash, M. (2019). Internet of Things: A survey on enabling technologies, protocols, and applications. IEEE Communications Surveys &amp; Tutorials, 17(4), 2347-2376.</mixed-citation><mixed-citation xml:lang="en">Al-Fuqaha, A., Guizani, M., Mohammadi, M., Aledhari, M., &amp; Ayyash, M. (2019). Internet of Things: A survey on enabling technologies, protocols, and applications. IEEE Communications Surveys &amp; Tutorials, 17(4), 2347-2376.</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Perera, C., Zaslavsky, A., Christen, P., &amp; Georgakopoulos, D. (2017). Sensing as a service model for smart cities supported by Internet of Things. Transactions on Emerging Telecommunications Technologies, 25(1), 81-93.</mixed-citation><mixed-citation xml:lang="en">Perera, C., Zaslavsky, A., Christen, P., &amp; Georgakopoulos, D. (2017). Sensing as a service model for smart cities supported by Internet of Things. Transactions on Emerging Telecommunications Technologies, 25(1), 81-93.</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Miorandi, D., Sicari, S., De Pellegrini, F., &amp; Chlamtac, I. (2017). Internet of things: Vision, applications and research challenges. Ad Hoc Networks, 10(7), 1497-1516.</mixed-citation><mixed-citation xml:lang="en">Miorandi, D., Sicari, S., De Pellegrini, F., &amp; Chlamtac, I. (2017). Internet of things: Vision, applications and research challenges. Ad Hoc Networks, 10(7), 1497-1516.</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">Madakam, S., Ramaswamy, R., &amp; Tripathi, S. (2019). Internet of Things (IoT): A literature review. Journal of Computer and Communications, 3(5), 164-173.</mixed-citation><mixed-citation xml:lang="en">Madakam, S., Ramaswamy, R., &amp; Tripathi, S. (2019). Internet of Things (IoT): A literature review. Journal of Computer and Communications, 3(5), 164-173.</mixed-citation></citation-alternatives></ref><ref id="cit33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Whitmore, A., Agarwal, A., &amp; Da Xu, L. (2017). The Internet of Things-A survey of topics and trends. Information Systems Frontiers, 17(2), 261-274.</mixed-citation><mixed-citation xml:lang="en">Whitmore, A., Agarwal, A., &amp; Da Xu, L. (2017). The Internet of Things-A survey of topics and trends. Information Systems Frontiers, 17(2), 261-274.</mixed-citation></citation-alternatives></ref><ref id="cit34"><label>34</label><citation-alternatives><mixed-citation xml:lang="ru">Liu, Y., Zhang, H., Yang, L.T., &amp; Cheng, Z. (2019). Research on the development and application of Internet of Things (IoT). Mobile Networks and Applications, 24(3), 819-829.</mixed-citation><mixed-citation xml:lang="en">Liu, Y., Zhang, H., Yang, L.T., &amp; Cheng, Z. (2019). Research on the development and application of Internet of Things (IoT). Mobile Networks and Applications, 24(3), 819-829.</mixed-citation></citation-alternatives></ref><ref id="cit35"><label>35</label><citation-alternatives><mixed-citation xml:lang="ru">Sisinni, E., Saifullah, A., Han, S., Jennehag, U., &amp; Gidlund, M. (2018). Industrial Internet of Things: Challenges, opportunities, and directions. IEEE Transactions on Industrial Informatics, 14(11), 4724-4734.</mixed-citation><mixed-citation xml:lang="en">Sisinni, E., Saifullah, A., Han, S., Jennehag, U., &amp; Gidlund, M. (2018). Industrial Internet of Things: Challenges, opportunities, and directions. IEEE Transactions on Industrial Informatics, 14(11), 4724-4734.</mixed-citation></citation-alternatives></ref><ref id="cit36"><label>36</label><citation-alternatives><mixed-citation xml:lang="ru">Vermesan, O., Friess, P., Guillemin, P., Gusmeroli, S., Sundmaeker, H., Bassi, A., ... &amp; Doody, P. (2017). Internet of things strategic research roadmap. In Internet of Things (pp. 7-152). Springer, Cham.</mixed-citation><mixed-citation xml:lang="en">Vermesan, O., Friess, P., Guillemin, P., Gusmeroli, S., Sundmaeker, H., Bassi, A., ... &amp; Doody, P. (2017). Internet of things strategic research roadmap. In Internet of Things (pp. 7-152). Springer, Cham.</mixed-citation></citation-alternatives></ref><ref id="cit37"><label>37</label><citation-alternatives><mixed-citation xml:lang="ru">Atzori, L., Iera, A., &amp; Morabito, G. (2017). Understanding the Internet of Things: definition, potentials, and societal role of a fast evolving paradigm. Ad Hoc Networks, 56, 122-140.</mixed-citation><mixed-citation xml:lang="en">Atzori, L., Iera, A., &amp; Morabito, G. (2017). Understanding the Internet of Things: definition, potentials, and societal role of a fast evolving paradigm. Ad Hoc Networks, 56, 122-140.</mixed-citation></citation-alternatives></ref><ref id="cit38"><label>38</label><citation-alternatives><mixed-citation xml:lang="ru">Lin, J., Yu, W., Zhang, N., Yang, X., Zhang, H., &amp; Zhao, W. (2017). A survey on Internet of Things: Architecture, enabling technologies, security and privacy, and applications. IEEE Internet of Things Journal, 4(5), 1125-1142.</mixed-citation><mixed-citation xml:lang="en">Lin, J., Yu, W., Zhang, N., Yang, X., Zhang, H., &amp; Zhao, W. (2017). A survey on Internet of Things: Architecture, enabling technologies, security and privacy, and applications. IEEE Internet of Things Journal, 4(5), 1125-1142.</mixed-citation></citation-alternatives></ref><ref id="cit39"><label>39</label><citation-alternatives><mixed-citation xml:lang="ru">Borgia, E. (2018). The Internet of Things vision: Key features, applications and open issues. Computer Communications, 54, 1-31.</mixed-citation><mixed-citation xml:lang="en">Borgia, E. (2018). The Internet of Things vision: Key features, applications and open issues. Computer Communications, 54, 1-31.</mixed-citation></citation-alternatives></ref><ref id="cit40"><label>40</label><citation-alternatives><mixed-citation xml:lang="ru">Alkhodre, A., Baig, Z., &amp; Erbad, A. (2019). Review on the progress of ultra-low energy communication for Internet of Things. Electronics, 8(4), 404.</mixed-citation><mixed-citation xml:lang="en">Alkhodre, A., Baig, Z., &amp; Erbad, A. (2019). Review on the progress of ultra-low energy communication for Internet of Things. Electronics, 8(4), 404.</mixed-citation></citation-alternatives></ref><ref id="cit41"><label>41</label><citation-alternatives><mixed-citation xml:lang="ru">da Xu, L., He, W., &amp; Li, S. (2018). Internet of Things in industries: A survey. IEEE Transactions on industrial informatics, 10(4), 2233-2243.</mixed-citation><mixed-citation xml:lang="en">da Xu, L., He, W., &amp; Li, S. (2018). Internet of Things in industries: A survey. IEEE Transactions on industrial informatics, 10(4), 2233-2243.</mixed-citation></citation-alternatives></ref><ref id="cit42"><label>42</label><citation-alternatives><mixed-citation xml:lang="ru">Ray, P. P. (2017). A survey on Internet of Things architectures. Journal of King Saud University - Computer and Information Sciences, 30(3), 291-319.</mixed-citation><mixed-citation xml:lang="en">Ray, P. P. (2017). A survey on Internet of Things architectures. Journal of King Saud University - Computer and Information Sciences, 30(3), 291-319.</mixed-citation></citation-alternatives></ref><ref id="cit43"><label>43</label><citation-alternatives><mixed-citation xml:lang="ru">Piccialli, F., Cuomo, S., &amp; Valente, I. (2020). The role of a deep learning technique in a contextaware recommendation system for cultural heritage: A case study on the archaeological park of Pompeii. Computers, Environment and Urban Systems, 75, 101346.</mixed-citation><mixed-citation xml:lang="en">Piccialli, F., Cuomo, S., &amp; Valente, I. (2020). The role of a deep learning technique in a contextaware recommendation system for cultural heritage: A case study on the archaeological park of Pompeii. Computers, Environment and Urban Systems, 75, 101346.</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>
