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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">msi</journal-id><journal-title-group><journal-title xml:lang="ru">Современная наука и инновации</journal-title><trans-title-group xml:lang="en"><trans-title>Modern Science and Innovations</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2307-910X</issn><publisher><publisher-name>North-Caucasus Federal University</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.33236/2307-910Х-2018-4-24-66-71</article-id><article-id custom-type="elpub" pub-id-type="custom">msi-638</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>ТЕХНИЧЕСКИЕ НАУКИ ИНФОРМАТИКА, ВЫЧИСЛИТЕЛЬНАЯ ТЕХНИКА И УПРАВЛЕНИЕ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>TECHNICAL SCIENCES INFORMATION, COMPUTING AND MANAGEMENT</subject></subj-group></article-categories><title-group><article-title>НЕЙРОСЕТЕВОЙ МЕТОД КЛАССИФИКАЦИИ ЛИТЕРАТУРНОГО ТЕКСТА С ТОЧКИ ЗРЕНИЯ ЕГО ЖАНРОВОЙ ИДЕНТИФИКАЦИИ</article-title><trans-title-group xml:lang="en"><trans-title>THE NEURAL NETWORK METHOD CLASSIFICATION OF LITERARY TEXT FROM THE VIEWPOINT OF ITS GENRE IDENTIFICATION</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>Кучукова</surname><given-names>Екатерина Андреевна</given-names></name><name name-style="western" xml:lang="en"><surname>Kuchukova</surname><given-names>Ekaterina Andreevna</given-names></name></name-alternatives><email xlink:type="simple">ekuchukova@ncfu.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>Бабенко</surname><given-names>Ирина Андреевна</given-names></name><name name-style="western" xml:lang="en"><surname>Babenko</surname><given-names>Irina Andreevna</given-names></name></name-alternatives><email xlink:type="simple">whbear@yandex.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>Гудиева</surname><given-names>Наталья Григорьевна</given-names></name><name name-style="western" xml:lang="en"><surname>Gudieva</surname><given-names>Natalia Grigorievna</given-names></name></name-alternatives><email xlink:type="simple">whbear@yandex.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>Аль-Гальда</surname><given-names>Сафват Чиад</given-names></name><name name-style="western" xml:lang="en"><surname>Al-Galda</surname><given-names>Safwat Chiad</given-names></name></name-alternatives><email xlink:type="simple">safwat.cj@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Северо-Кавказский федеральный университет</institution><country>Россия</country></aff><aff xml:lang="en"><institution>North-Caucasus Federal University</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2018</year></pub-date><pub-date pub-type="epub"><day>11</day><month>10</month><year>2022</year></pub-date><volume>0</volume><issue>4</issue><fpage>66</fpage><lpage>71</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Кучукова Е.А., Бабенко И.А., Гудиева Н.Г., Аль-Гальда С.Ч., 2022</copyright-statement><copyright-year>2022</copyright-year><copyright-holder xml:lang="ru">Кучукова Е.А., Бабенко И.А., Гудиева Н.Г., Аль-Гальда С.Ч.</copyright-holder><copyright-holder xml:lang="en">Kuchukova E.A., Babenko I.A., Gudieva N.G., Al-Galda S.C.</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://msi.elpub.ru/jour/article/view/638">https://msi.elpub.ru/jour/article/view/638</self-uri><abstract><p>Цифровые технологии позволяют сегодня обрабатывать большое количество литературных источников с целью обеспечения доступности и сохранения исторического наследия.</p></abstract><trans-abstract xml:lang="en"><p>Digital technologies today allow processing a large number of literary sources in order to ensure the availability and preservation of historical heritage.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>нейронные сети</kwd><kwd>жанр</kwd><kwd>семантический анализ</kwd><kwd>neural networks</kwd><kwd>genre</kwd><kwd>semantic analysis</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">Томашевский Б.В. 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