<?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 xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" article-type="research-article" dtd-version="1.3" xml:lang="en"> <front> <journal-meta> <journal-id journal-id-type="publisher-id">Development of education</journal-id> <journal-title-group> <journal-title xml:lang="ru">Развитие образования</journal-title> <trans-title-group xml:lang="en"><trans-title>Development of education</trans-title></trans-title-group> <trans-title-group xml:lang="cv"><trans-title>Вĕренӳ аталанăвĕ</trans-title></trans-title-group> </journal-title-group> <issn pub-type="ppub">2619-1466</issn> <issn pub-type="epub">2618-8910</issn>  <publisher> <publisher-name>ИД «Среда»</publisher-name> </publisher>  </journal-meta> <article-meta>  <article-id pub-id-type="doi">10.31483/r-104718</article-id>   <article-id pub-id-type="custom" custom-type="edn">FHBBDY</article-id>  <article-id custom-type="publisher-id" pub-id-type="custom">104718</article-id>   <article-categories>  <subj-group subj-group-type="article-type" xml:lang="ru"> <subject>Научная статья</subject> </subj-group>   <subj-group subj-group-type="article-type" xml:lang="en"> <subject>Research Article</subject> </subj-group>   <subj-group subj-group-type="article-type" xml:lang="cv"> <subject>Ăслăлăх статйи</subject> </subj-group>   <subj-group subj-group-type="heading" xml:lang="ru"> <subject>Педагогика и современное образование</subject> </subj-group>   <subj-group subj-group-type="heading" xml:lang="en"> <subject>Pedagogy and Modern Education</subject> </subj-group>   <subj-group subj-group-type="heading" xml:lang="cv"> <subject>Педагогика тата хальхи вĕренӳ</subject> </subj-group>  </article-categories>  <title-group>  <article-title>Knowledge Representation in Multilingual Education Resources</article-title>   <trans-title-group xml:lang="ru"> <trans-title>Представление знаний в многоязычных образовательных ресурсах</trans-title> </trans-title-group>  <trans-title-group xml:lang="cv"> <trans-title>Пĕлӳсене нумай чĕлхеллĕ вĕренӳ çăл куçĕсенче кăтартни</trans-title> </trans-title-group>  </title-group> <contrib-group>   <contrib contrib-type="author" id="author1"> <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-8764-9691</contrib-id>  <name-alternatives>  <name name-style="eastern" xml:lang="ru"> <surname>Волегжанина</surname> <given-names>Евгения Михайловна</given-names> </name>   <name name-style="western" xml:lang="en"> <surname>Volegzhanina</surname> <given-names>Eugeniya Mikhailovna</given-names> </name>   <name name-style="eastern" xml:lang="cv"> <surname>Волегжанина</surname> <given-names>Евгения Михайловна</given-names> </name>  </name-alternatives>      <bio xml:lang="ru"><p>аспирант</p></bio>    <bio xml:lang="en"><p>postgraduate student</p></bio>    <bio xml:lang="cv"><p>аспиранчĕ</p></bio>  <email xlink:type="simple">velick@list.ru</email> <xref ref-type="aff" rid="aff1"/> </contrib>   <contrib contrib-type="author" id="author2"> <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-5523-714X</contrib-id>  <name-alternatives>  <name name-style="eastern" xml:lang="ru"> <surname>Волегжанина</surname> <given-names>Ирина Сергеевна</given-names> </name>   <name name-style="western" xml:lang="en"> <surname>Volegzhanina</surname> <given-names>Irina Sergeevna</given-names> </name>   <name name-style="eastern" xml:lang="cv"> <surname>Волегжанина</surname> <given-names>Ирина Сергеевна</given-names> </name>  </name-alternatives>  <bio xml:lang="en"><p>ResearcherID: C-8896-2019</p></bio> <bio xml:lang="en"><p>ScopusID: 57195935978</p></bio>   <bio xml:lang="ru"><p>д-р пед. наук, профессор, заведующая кафедрой</p></bio>    <bio xml:lang="en"><p>doctor of pedagogic sciences, professor, head of the department</p></bio>    <bio xml:lang="cv"><p>д-р пед. наук, профессор, кафедра пуçлăхĕ</p></bio>  <email xlink:type="simple">erarcher@mail.ru</email> <xref ref-type="aff" rid="aff1"/> </contrib>    <aff-alternatives id="aff1">   <aff xml:lang="ru">  <institution-wrap> <institution-id institution-id-type="ror">02v157r64</institution-id> <institution>Сибирский государственный университет путей сообщения</institution> </institution-wrap>   <country>Россия</country>  </aff>    <aff xml:lang="en">  <institution-wrap> <institution-id institution-id-type="ror">02v157r64</institution-id> <institution>Siberian Transport University</institution> </institution-wrap>   <country>Russia</country>  </aff>    <aff xml:lang="cv">  <institution-wrap> <institution-id institution-id-type="ror">02v157r64</institution-id> <institution>Çĕпĕр патшалăх чукун çул университечĕ</institution> </institution-wrap>     </aff>   </aff-alternatives>  </contrib-group>  <pub-date date-type="pub" publication-format="electronic" iso-8601-date="2022-12-28"> <day>28</day> <month>12</month> <year>2022</year> </pub-date>   <pub-date date-type="collection" publication-format="electronic" iso-8601-date="2022"> <year>2022</year> </pub-date>  <volume>5</volume> <issue>4</issue> <fpage>19</fpage> <lpage>26</lpage>  <history>  <date date-type="received"> <day>05</day> <month>12</month> <year>2022</year> </date>   <date date-type="accepted"> <day>27</day> <month>12</month> <year>2022</year> </date>  </history>   <permissions>  <copyright-statement xml:lang="en">© 2022 Eugeniya M. Volegzhanina, Irina S. Volegzhanina</copyright-statement>   <copyright-statement xml:lang="ru">© 2022 Волегжанина Е. М., Волегжанина И. С.</copyright-statement>   <copyright-statement xml:lang="cv">© 2022 Волегжанина Е. М., Волегжанина И. С.</copyright-statement>  <copyright-year>2022</copyright-year>  <copyright-holder xml:lang="ru">Волегжанина Е. М., Волегжанина И. С.</copyright-holder>   <copyright-holder xml:lang="en">Eugeniya M. Volegzhanina, Irina S. Volegzhanina</copyright-holder>   <copyright-holder xml:lang="cv">Волегжанина Е. М., Волегжанина И. С.</copyright-holder>   <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/" xml:lang="en" xlink:type="simple"> <license-p>This article is licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0)</license-p> </license>   <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/" xml:lang="ru" xlink:type="simple"> <license-p>Эта статья доступна по лицензии Creative Commons Attribution 4.0 International (CC BY 4.0)</license-p> </license>   <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/" xml:lang="cv" xlink:type="simple"> <license-p>Ку статья Creative Commons Attribution 4.0 International (CC BY 4.0) лицензипе пӑхӑнать</license-p> </license>  </permissions>    <abstract> <p>introduction. Ontologies are now recognised as the advanced standard of knowledge representation for e-learning and some industries. In particular, the development of multilingual ontological education resources is characterised as a promising area of research in the context of industry universities’ digital transformation. The article deals with the development of an academic course multilingual ontology in a Controlled Natural Language. Relevance. Although there are many ontology editors, national developers of education resources should be familiar with formal logic and have a good command of English. Therefore, it is difficult to discuss widespread use of ontology-based education solutions in Russian universities. Materials and Methods. The article offers a version of Controlled Russian Language for academic knowledge representation. A methodology to be used for compiling academic course ontologies is developed. As an example, a piece of ontology for the Introductory Course on Railways is considered. Results and Discussion. To support this way of knowledge representation, a prototype of ontology editor Onto.plus was developed to support the version of Controlled Russian Language. To implement the multilanguage function, equivalent versions for the Controlled Russian Language ontology were developed in English and Chinese. Conclusions. The solutions are a contribution to the implementation of an open project to develop an ontology resource integrating universities and industry.</p> </abstract>    <trans-abstract xml:lang="ru"> <p>введение. Онтологии сегодня признаны современным стандартом представления знаний для электронного обучения и некоторых отраслей производства. В частности, разработка многоязычных онтологических образовательных ресурсов характеризуется перспективным направлением исследований в условиях цифровой трансформации отраслевых университетов. В статье рассматривается вопрос разработки многоязычной онтологии учебного курса на контролируемом естественном языке. Актуальность исследуемой проблемы. Несмотря на существование множества редакторов онтологий, отечественные разработчики образовательных ресурсов должны быть хорошо знакомы с формальной логикой и владеть английским языком. Поэтому сложно говорить о широком распространении онтологических образовательных решений в российских вузах. Материал и методы исследования. В статье предлагается версия контролируемого русского языка для представления академических знаний. Разработана методика, которой могут руководствоваться авторы при составлении онтологий учебных курсов. В качестве примера рассматривается разработка фрагмента онтологии на материале учебной дисциплины «Общий курс железных дорог». Результаты исследования и их обсуждение. Для поддержки такого способа представления знаний разработан прототип редактора онтологий ONTO.PLUS, поддерживающий предложенную версию контролируемого русского языка. С целью реализации функции мультиязычности созданы эквивалентные версии русскоязычной онтологии на английском и китайском языках. Выводы. Предложенные в статье решения являются вкладом в реализацию открытого проекта по созданию онтологического ресурса, объединяющего университеты и отраслевые предприятия.</p> </trans-abstract>         <kwd-group xml:lang="ru">  <kwd>образование</kwd>  <kwd>учебный курс</kwd>  <kwd>онтология</kwd>  <kwd>контролируемый русский язык</kwd>  <kwd>представление знаний</kwd>  <kwd>мультиязычность</kwd>  <kwd>транспортная отрасль</kwd>  </kwd-group>    <kwd-group xml:lang="en">  <kwd>education</kwd>  <kwd>ontology</kwd>  <kwd>academic course</kwd>  <kwd>Controlled Russian Language</kwd>  <kwd>knowledge representation</kwd>  <kwd>muiltilingual</kwd>  <kwd>transport industry</kwd>  </kwd-group>        <custom-meta-group>  <custom-meta> <meta-name>author-orcid</meta-name> <meta-value>0000-0002-8764-9691 (Eugeniya M. Volegzhanina)</meta-value> </custom-meta>  <custom-meta> <meta-name>author-orcid</meta-name> <meta-value>0000-0002-5523-714X (Irina S. Volegzhanina)</meta-value> </custom-meta>  <custom-meta> <meta-name>author-researcherid</meta-name> <meta-value>C-8896-2019 (Irina S. Volegzhanina)</meta-value> </custom-meta>  <custom-meta> <meta-name>author-scopusid</meta-name> <meta-value>57195935978 (Irina S. Volegzhanina)</meta-value> </custom-meta>  </custom-meta-group>  </article-meta> </front>  <back> <ref-list> <title>References</title>  <ref id="ref1"> <label>1</label> <citation-alternatives>  <mixed-citation xml:lang="ru">Aho A. V. The theory of parsing, translation, and compiling : Parsing / A. V. Aho, J. D Ullman. – Prentice-Hall, 1972. – 542 p. – ISBN 0139145567</mixed-citation>   <mixed-citation xml:lang="en">Aho, A.V., Ullman, J.D. (1972). The theory of parsing, translation, and compiling : Parsing. 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