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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">mirtr</journal-id><journal-title-group><journal-title xml:lang="ru">Мир транспорта</journal-title><trans-title-group xml:lang="en"><trans-title>World of Transport and Transportation</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1992-3252</issn><publisher><publisher-name>Russian University of Transport (RUT)</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.30932/1992-3252-2022-20-6-8</article-id><article-id custom-type="elpub" pub-id-type="custom">mirtr-2407</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>УПРАВЛЕНИЕ И ЭКОНОМИКА</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>MANAGEMENT, CONTROL AND ECONOMICS</subject></subj-group></article-categories><title-group><article-title>Построение гибких систем цифрового взаимодействия участников транспортного процесса в условиях меняющейся внешней среды</article-title><trans-title-group xml:lang="en"><trans-title>Building Flexible Systems of Digital Interaction between Transport Process Participants in a Changing Environment</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>Макеева</surname><given-names>Е. З.</given-names></name><name name-style="western" xml:lang="en"><surname>Makeeva</surname><given-names>E. Z.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Макеева Елена Захаровна – кандидат экономических наук, доцент, заведующая кафедрой международного финансового и управленческого учета</p><p>Москва</p></bio><bio xml:lang="en"><p>Makeeva, Elena Z., Ph.D. (Economics), Associate Professor, Head of the Department of International Financial and Managerial Accounting</p><p>Moscow </p></bio><email xlink:type="simple">e_polyachenko@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>Рычкова</surname><given-names>А. С.</given-names></name><name name-style="western" xml:lang="en"><surname>Rychkova</surname><given-names>A. S.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Рычкова Анна Сергеевна – аналитик</p><p>Москва</p></bio><bio xml:lang="en"><p>Rychkova, Anna S., Analyst</p><p>Moscow</p></bio><email xlink:type="simple">martynova.annas@yandex.ru</email><xref ref-type="aff" rid="aff-2"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Российский университет транспорта</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Russian University of Transport</institution><country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>АНО «Цифровая трансформация»</institution><country>Россия</country></aff><aff xml:lang="en"><institution>«Digital Transformation» autonomous non-profit organisation</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2022</year></pub-date><pub-date pub-type="epub"><day>19</day><month>07</month><year>2023</year></pub-date><volume>20</volume><issue>6</issue><fpage>72</fpage><lpage>78</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Макеева Е.З., Рычкова А.С., 2023</copyright-statement><copyright-year>2023</copyright-year><copyright-holder xml:lang="ru">Макеева Е.З., Рычкова А.С.</copyright-holder><copyright-holder xml:lang="en">Makeeva E.Z., Rychkova A.S.</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://mirtr.elpub.ru/jour/article/view/2407">https://mirtr.elpub.ru/jour/article/view/2407</self-uri><abstract><p>В настоящий момент транспортная отрасль претерпевает глубокие изменения. Они связаны как с преодолением последствий пандемии, так и – в более долгосрочном плане – с фундаментальной трансформацией, обусловленной идущим процессом цифровизации.</p><p>Сервисы, созданные для интеллектуального управления транспортным потоком, мониторинга объектов инфраструктуры, подвижного состава, работы с клиентами, цифровые платформы в ближайшее время с большой вероятностью останутся драйверами идущей цифровой трансформации транспортной отрасли. С точки зрения цифровых технологий к основным относятся искусственный интеллект, блокчейн, Интернет вещей, большие данные.</p><p>Учитывая обширность темы, в материале выделены ключевые, с точки зрения авторов, вопросы опыта и задач создания системных, сквозных цифровых платформенных решений в транспортной отрасли России, а также на примере железнодорожного транспорта (в том числе, на корпоративном уровне), предложена классификация уже реализуемых и перспективных направлений цифровых изменений в транспортно-логистической отрасли.</p></abstract><trans-abstract xml:lang="en"><p>The transport industry is currently undergoing profound changes. They are related both to overcoming the consequences of the pandemic, and – in the longer term – to the fundamental transformation due to the ongoing process of digitalisation.</p><p>Services created for intelligent traffic flow management, monitoring of infrastructure facilities, rolling stock, customer relations, digital platforms will most probably remain drivers of the ongoing digital transformation of the transport industry in the near future. From the point of view of digital technologies, the main ones include artificial intelligence, blockchain, the Internet of things, big data.</p><p>Considering the vastness of the topic, the paper highlights the key, from the point of view of the authors, issues of experience and tasks of creating systemic, end-to-end digital platform solutions in the Russian transport industry, as well as on the example of railway transport (including at the corporate level), classification of already implemented solutions and promising areas of digital change in the transport and logistics industry.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>транспорт</kwd><kwd>цифровизация</kwd><kwd>транспортная инфраструктура</kwd><kwd>цифровые технологии</kwd><kwd>развитие экономики</kwd><kwd>железнодорожный транспорт</kwd></kwd-group><kwd-group xml:lang="en"><kwd>transport</kwd><kwd>digitalisation</kwd><kwd>transport infrastructure</kwd><kwd>digital technologies</kwd><kwd>economic development</kwd><kwd>railway transport</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">Абдрахманова Г. 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