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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">inform</journal-id><journal-title-group><journal-title xml:lang="ru">Информатика</journal-title><trans-title-group xml:lang="en"><trans-title>Informatics</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1816-0301</issn><issn pub-type="epub">2617-6963</issn><publisher><publisher-name>UIIP NASB</publisher-name></publisher></journal-meta><article-meta><article-id custom-type="elpub" pub-id-type="custom">inform-864</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>ОБРАБОТКА СИГНАЛОВ, ИЗОБРАЖЕНИЙ, РЕЧИ, ТЕКСТА И РАСПОЗНАВАНИЕ ОБРАЗОВ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>SIGNAL, IMAGE, SPEECH, TEXT PROCESSING AND PATTERN RECOGNITION</subject></subj-group></article-categories><title-group><article-title>Праектаванне натуральна-моўных інтэрфейсаў для даведкавых сістэм</article-title><trans-title-group xml:lang="en"><trans-title>Design of natural-language interfaces for reference systems</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>Гецэвіч</surname><given-names>Ю. С.</given-names></name><name name-style="western" xml:lang="en"><surname>Hetsevich</surname><given-names>Yu. S.</given-names></name></name-alternatives><bio xml:lang="ru"><p>кандыдат тэхнічных навук, загадчык лабараторыі распазнавання і сінтэзу маўлення</p></bio><bio xml:lang="en"><p>Cand. Sci. (Eng.), Head of the Speech Recognition and Synthesis Laboratory</p></bio><email xlink:type="simple">yuras.hetsevich@gmail.com</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>Жытко</surname><given-names>У. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Zhitko</surname><given-names>V. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>кандыдат тэхнічных навук</p></bio><bio xml:lang="en"><p>Cand. Sci. (Eng.)</p></bio><email xlink:type="simple">zhitko.vladimir@gmail.com</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Гецэвіч</surname><given-names>С. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Hetsevich</surname><given-names>S. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>магістр філалагічных навук, малодшы навуковы супрацоўнік,</p></bio><bio xml:lang="en"><p>Master of Science, Junior Researcher</p></bio><email xlink:type="simple">novaeimya@gmail.com</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>Кайгародава</surname><given-names>Л. І.</given-names></name><name name-style="western" xml:lang="en"><surname>Kaigorodova</surname><given-names>L. I.</given-names></name></name-alternatives><bio xml:lang="ru"><p>магістр тэхнічных навук, аспірант, малодшы навуковы супрацоўнік,</p></bio><bio xml:lang="en"><p>Master of Science, Postgraduate Student, Junior Researcher</p></bio><email xlink:type="simple">lesia.piatrouskaya@gmail.com</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>Нікалаенка</surname><given-names>К. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Nikalaenka</surname><given-names>K. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>аспірант</p></bio><bio xml:lang="en"><p>Postgraduate Student</p></bio><email xlink:type="simple">Anak247@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Аб’яднаны інстытут праблем інфарматыкі&#13;
Нацыянальнай акадэміі навук Беларусі</institution><country>Беларусь</country></aff><aff xml:lang="en"><institution>The United Institute of Informatics Problems of the National Academy of Sciences of Belarus</institution><country>Belarus</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>Беларускі дзяржаўны ўніверсітэт інфарматыкі і радыѐэлектронікі</institution><country>Беларусь</country></aff><aff xml:lang="en"><institution>Belarusian State University of Informatics and Radioelectronics</institution><country>Belarus</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2019</year></pub-date><pub-date pub-type="epub"><day>26</day><month>08</month><year>2019</year></pub-date><volume>16</volume><issue>3</issue><fpage>37</fpage><lpage>47</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Гецэвіч Ю.С., Жытко У.А., Гецэвіч С.А., Кайгародава Л.І., Нікалаенка К.А., 2019</copyright-statement><copyright-year>2019</copyright-year><copyright-holder xml:lang="ru">Гецэвіч Ю.С., Жытко У.А., Гецэвіч С.А., Кайгародава Л.І., Нікалаенка К.А.</copyright-holder><copyright-holder xml:lang="en">Hetsevich Y.S., Zhitko V.A., Hetsevich S.A., Kaigorodova L.I., Nikalaenka K.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://inf.grid.by/jour/article/view/864">https://inf.grid.by/jour/article/view/864</self-uri><abstract><p>Разглядаюцца існуючыя натуральна-моўныя і маўленчыя інтэрфейсы для пытальна-адказных сістэм даведкавага прызначэння, а таксама падыходы да іх праектавання. Праводзіцца кароткі аналіз найбольш вядомых у розных сферах дзейнасці інтэлектуальных сістэм з натуральна-моўным інтэрфейсам: пры выкарыстанні ў медыцыне, тэхналогіях разумнага дому, адукацыі, прамысловасці, хуткай адаптацыі да новых тэхналогій у паўсядзѐнным жыцці. Даецца спіс асноўных існуючых сэрвісаў, якія могуць выкарыстоўвацца як персанальныя асістэнты, а таксама як аснова для пабудавання ўжо сваіх маўленчых інтэрфейсаў. Натуральна-моўныя інтэрфейсы даследуюцца з пункту гледжання выкарыстання натуральнай мовы для арганізацыі дыялогу карыстальніка з камп’ютарнай сістэмай. Пры гэтым абмяркоўваюцца асноўныя складанасці, звязаныя з неадназначнасцю натуральнай мовы і неадпаведнасцю магчымасцей рэалізацыі натуральна-моўнага інтэрфейсу спадзяванням карыстальніка. Прыводзяцца галоўныя прынцыпы мадэлявання натуральна-моўнага інтэрфейсу, які, будучы інтэлектуальнай сістэмай, у якасці асноўных сваіх кампанентаў складаецца з базы ведаў, машыны апрацоўкі ведаў і карыстальніцкага інтэрфейсу.</p></abstract><trans-abstract xml:lang="en"><p>The description of the technology of modern natural language interfaces for intelligent systems and language interfaces for question-answering intelligent systems is presented, as well as methods and principles for their design. Analysis of the intelligent systems with natural language interfaces used in different areas are given. These areas are medicine, smart home technology, education, industry, fast adaptation to new technologies. The list of the most popular services with the natural language interfaces is presented. Each service can be used as a ready-to-use personal assistant or as a core for the development of a new customized natural language interface. The research of the natural language interfaces was conducted from the point of view of the natural language usage for the interaction between a user and the machine. The main problems here are the bias in natural language and the difficulties in the design of natural language interfaces that meet user expectations. The main principles of modeling of natural language interfaces are considered. As an intelligent system the interface consists of the database, knowledge machine and user interface. Speech recognition and speech synthesis components make natural language interfaces more convenient from the point of view of usability.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>натуральна-моўны інтэрфейс</kwd><kwd>галасавы сэрвіс</kwd><kwd>распазнаванне маўлення</kwd><kwd>сінтэз маўлення</kwd><kwd>пытальна-адказныя сістэмы</kwd></kwd-group><kwd-group xml:lang="en"><kwd>natural language interface</kwd><kwd>voice services</kwd><kwd>speech recognition</kwd><kwd>speech synthesis</kwd><kwd>question-answering systems</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">Anonymous indoor navigation system on handheld mobile devices for visually impaired / C. Feng [et al.] // Intern. 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