<!DOCTYPE article
PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.4 20190208//EN"
       "JATS-journalpublishing1.dtd">
<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="1.4" xml:lang="en">
 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">JOURNAL OF MONETARY ECONOMICS AND MANAGEMENT</journal-id>
   <journal-title-group>
    <journal-title xml:lang="en">JOURNAL OF MONETARY ECONOMICS AND MANAGEMENT</journal-title>
    <trans-title-group xml:lang="ru">
     <trans-title>JOURNAL OF MONETARY ECONOMICS AND MANAGEMENT</trans-title>
    </trans-title-group>
   </journal-title-group>
   <issn publication-format="print">2782-4586</issn>
   <issn publication-format="online">2949-1851</issn>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="publisher-id">94526</article-id>
   <article-id pub-id-type="doi">10.26118/2782-4586.2025.92.26.062</article-id>
   <article-categories>
    <subj-group subj-group-type="toc-heading" xml:lang="ru">
     <subject>Научные статьи</subject>
    </subj-group>
    <subj-group subj-group-type="toc-heading" xml:lang="en">
     <subject>SCIENTIFIC ARTICLES</subject>
    </subj-group>
    <subj-group>
     <subject>Научные статьи</subject>
    </subj-group>
   </article-categories>
   <title-group>
    <article-title xml:lang="en">Development of a tool for generating relevant articles based on current news articles</article-title>
    <trans-title-group xml:lang="ru">
     <trans-title>Разработка инструмента для генерации релевантных статей, на основе актуальных новостей</trans-title>
    </trans-title-group>
   </title-group>
   <contrib-group content-type="authors">
    <contrib contrib-type="author">
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Пашян</surname>
       <given-names>Георгий Артурович</given-names>
      </name>
      <name xml:lang="en">
       <surname>Pashyan</surname>
       <given-names>Georgiy Arturovich</given-names>
      </name>
     </name-alternatives>
     <email>Pashyan3@bk.ru</email>
     <xref ref-type="aff" rid="aff-1"/>
     <xref ref-type="aff" rid="aff-2"/>
    </contrib>
   </contrib-group>
   <aff-alternatives id="aff-1">
    <aff>
     <institution xml:lang="ru">Государственный университет просвещения</institution>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">State University of Education</institution>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-2">
    <aff>
     <institution xml:lang="ru">Институт промышленного менеджмента, экономики и торговли</institution>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Institute of Industrial Management, Economics and Trade</institution>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <pub-date publication-format="print" date-type="pub" iso-8601-date="2025-06-09T23:23:15+03:00">
    <day>09</day>
    <month>06</month>
    <year>2025</year>
   </pub-date>
   <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-06-09T23:23:15+03:00">
    <day>09</day>
    <month>06</month>
    <year>2025</year>
   </pub-date>
   <issue>2</issue>
   <fpage>79</fpage>
   <lpage>86</lpage>
   <history>
    <date date-type="received" iso-8601-date="2025-02-02T00:00:00+03:00">
     <day>02</day>
     <month>02</month>
     <year>2025</year>
    </date>
   </history>
   <self-uri xlink:href="https://jomeam.ru/en/nauka/article/94526/view">https://jomeam.ru/en/nauka/article/94526/view</self-uri>
   <abstract xml:lang="ru">
    <p>Актуальность темы: Работая в сфере цифрового контента уже больше года, я не раз сталкивался с проблемами, которые возникают при создании и управлении информацией в интернете. Высокие требования к скорости публикации, качество контента, необходимость его адаптации под разные платформы – всё это делает процесс трудоемким и затратным. В таких условиях автоматизация становится не просто удобным инструментом, а критической необходимостью для эффективной работы. Telegram-боты давно зарекомендовали себя как удобное средство взаимодействия с аудиторией и автоматизированного управления данными. С их помощью можно не только организовать поток контента, но и оптимизировать бизнес-процессы, сократить затраты на рутину и увеличить производительность. Вопрос в том, насколько экономически выгодно их использование? Какую реальную пользу они приносят компаниям? Именно на эти вопросы мы попробуем ответить.</p>
   </abstract>
   <trans-abstract xml:lang="en">
    <p>Relevance of the topic: Working in the digital content sphere for over a year now, I have repeatedly encountered the problems that arise when creating and managing information on the Internet. High requirements for the speed of publication, the quality of content, the need to adapt it to different platforms - all this makes the process labor-intensive and costly. In such conditions, automation becomes not just a convenient tool, but a critical necessity for effective work. Telegram bots have long established themselves as a convenient means of interaction with the audience and automated data management. With their help, you can not only organize the flow of content, but also optimize business processes, reduce the cost of routine and increase productivity. The question is, how cost-effective is their use? What real benefit do they bring to companies? These are the questions we will try to answer.</p>
   </trans-abstract>
   <kwd-group xml:lang="ru">
    <kwd>автоматизация контент-менеджмента</kwd>
    <kwd>Telegram-бот</kwd>
    <kwd>искусственный интеллект</kwd>
    <kwd>машинное обучение</kwd>
    <kwd>векторные базы данных</kwd>
    <kwd>асинхронное программирование</kwd>
    <kwd>экономическая эффективность</kwd>
    <kwd>цифровая трансформация</kwd>
    <kwd>нейросетевые модели</kwd>
    <kwd>управление данными</kwd>
    <kwd>обработка естественного языка</kwd>
    <kwd>API-интеграция</kwd>
    <kwd>парсинг данных</kwd>
    <kwd>суммаризация контента</kwd>
    <kwd>аналитика данных</kwd>
    <kwd>защита информации</kwd>
    <kwd>бизнес-оптимизация</kwd>
    <kwd>микросервисная архитектура</kwd>
   </kwd-group>
   <kwd-group xml:lang="en">
    <kwd>Content management automation</kwd>
    <kwd>Telegram bot</kwd>
    <kwd>artificial intelligence</kwd>
    <kwd>machine learning</kwd>
    <kwd>vector databases</kwd>
    <kwd>asynchronous programming</kwd>
    <kwd>economic efficiency</kwd>
    <kwd>digital transformation</kwd>
    <kwd>neural network models</kwd>
    <kwd>data management</kwd>
    <kwd>natural language processing</kwd>
    <kwd>API integration</kwd>
    <kwd>data parsing</kwd>
    <kwd>content summarization</kwd>
    <kwd>data analytics</kwd>
    <kwd>data protection</kwd>
    <kwd>business optimization</kwd>
    <kwd>microservice architecture</kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <p></p>
 </body>
 <back>
  <ref-list>
   <ref id="B1">
    <label>1.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">McKinsey &amp; Company. The Future of Work After COVID-19. – 2021. – URL: https://www.mckinsey.com/featured-insights/future-of-work/the-future-of-work-after-covid-19 (дата обращения: 10.10.2023).</mixed-citation>
     <mixed-citation xml:lang="en">McKinsey &amp; Company. The Future of Work After COVID-19. - 2021. - URL: https://www.mckinsey.com/featured-insights/future-of-work/the-future-of-work-after-covid-19 (accessed on 10.10.2023).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B2">
    <label>2.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Deloitte Insights. Automation with Intelligence: Reimagining the Organization in the ‘Age of With’. – 2020. – URL: https://www2.deloitte.com/us/en/insights/focus/technology-and-the-future-of-work/automation-with-intelligence.html (дата обращения: 10.10.2023).</mixed-citation>
     <mixed-citation xml:lang="en">Deloitte Insights. Automation with Intelligence: Reimagining the Organization in the 'Age of With'. - 2020. - URL: https://www2.deloitte.com/us/en/insights/focus/technology-and-the-future-of-work/automation-with-intelligence.html (accessed on 10.10.2023).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B3">
    <label>3.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Davenport, T. H., Ronanki, R. Artificial Intelligence for the Real World // Harvard Business Review. – 2018. – Vol. 96, № 1. – P. 108–116.</mixed-citation>
     <mixed-citation xml:lang="en">Davenport, T. H., Ronanki, R. Artificial Intelligence for the Real World // Harvard Business Review. - 2018. - Vol. 96, № 1. - P. 108-116.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B4">
    <label>4.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Manning, C. D., Raghavan, P., Schütze, H. Introduction to Information Retrieval. – Cambridge University Press, 2008. – 482 p.</mixed-citation>
     <mixed-citation xml:lang="en">Manning, C. D., Raghavan, P., Schütze, H. Introduction to Information Retrieval. - Cambridge University Press, 2008. - 482 p.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B5">
    <label>5.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Van der Aalst, W. M. P., Bichler, M., Heinzl, A. Robotic Process Automation // Business &amp; Information Systems Engineering. – 2018. – Vol. 60. – P. 269–272.</mixed-citation>
     <mixed-citation xml:lang="en">Van der Aalst, W. M. P., Bichler, M., Heinzl, A. Robotic Process Automation // Business &amp; Information Systems Engineering. - 2018. - Vol. 60. - P. 269-272.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B6">
    <label>6.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Tapscott, D., Tapscott, A. Blockchain Revolution: How the Technology Behind Bitcoin Is Changing Money, Business, and the World. – Penguin, 2016. – 368 p.</mixed-citation>
     <mixed-citation xml:lang="en">Tapscott, D., Tapscott, A. Blockchain Revolution: How the Technology Behind Bitcoin Is Changing Money, Business, and the World. - Penguin, 2016. - 368 p.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B7">
    <label>7.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Gentsch, P. AI in Marketing, Sales and Service: How Marketers without a Data Science Degree can use AI, Big Data and Bots. – Springer, 2018. – 300 p.</mixed-citation>
     <mixed-citation xml:lang="en">Gentsch, P. AI in Marketing, Sales and Service: How Marketers without a Data Science Degree can use AI, Big Data and Bots. - Springer, 2018. - 300 p.</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B8">
    <label>8.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">asyncio – Asynchronous programming in Python. Официальная документация. URL: https://docs.python.org/3/library/asyncio.html (дата обращения: 10.12.2024).</mixed-citation>
     <mixed-citation xml:lang="en">asyncio - Asynchronous programming in Python. Official documentation. URL: https://docs.python.org/3/library/asyncio.html (accessed 10.12.2024).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B9">
    <label>9.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">aiogram 3.15.0 documentation. Официальная документация. URL: https://docs.aiogram.dev/en/v3.15.0/# (дата обращения: 10.12.2024).</mixed-citation>
     <mixed-citation xml:lang="en">aiogram 3.15.0 documentation. Official documentation. URL: https://docs.aiogram.dev/en/v3.15.0/# (accessed on 10.12.2024).</mixed-citation>
    </citation-alternatives>
   </ref>
  </ref-list>
 </back>
</article>
