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  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>O. Cherednichenko);</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Yevgeniy Bodyanskiy</string-name>
          <email>yevgeniy.bodyanskiy@nure.ua</email>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="aff" rid="aff5">5</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Bratislava University of Economics and Management</institution>
          ,
          <addr-line>Furdekova str. 16, Bratislava</addr-line>
          ,
          <country>Slovak Republic</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Ivan Franko National University of Lviv, University 1</institution>
          ,
          <addr-line>79000 Lviv</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>Kharkiv National University of Radio Electronics</institution>
          ,
          <addr-line>Nauky ave 14, Kharkiv, 61166</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff3">
          <label>3</label>
          <institution>Lviv Polytechnic National University</institution>
          ,
          <addr-line>Stepan Bandera 12, 79013 Lviv</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff4">
          <label>4</label>
          <institution>National Technical University”Kharkiv Polytechnic Institute”</institution>
          ,
          <addr-line>Kirpychova 2, 61000 Kharkiv</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff5">
          <label>5</label>
          <institution>Olga Cherednichenko</institution>
        </aff>
        <aff id="aff6">
          <label>6</label>
          <institution>Umeå University</institution>
          ,
          <addr-line>Universitetstorget 4, 901 87</addr-line>
          <country country="SE">Sweden</country>
        </aff>
      </contrib-group>
      <volume>000</volume>
      <fpage>0</fpage>
      <lpage>0002</lpage>
      <abstract>
        <p>This document is the preface of the PhD Workshop on Artificial Intelligence in Computer Science of the 9th International Conference on Computational Linguistics and Intelligent Systems (CoLInS 2025), May 15-16, 2025, held in Kharkiv, Ukraine (https://colins.in.ua/phd-workshop-on-artificialintelligence-in-computer-science/). The main purpose of the PhD Workshop on Artificial Intelligence in Computer Science is a discussion of the recent research results of PhD and doctoral students in the fields connected to Computer Science and Intelligent Systems, obtaining feedback from experienced researchers and engage in networking opportunities. The workshop is soliciting literature review, survey and research paper comments including, whilst not limited to, the following areas of interest: PhD Workshop on Artificial Intelligence in Computer Science at 9th International Conference on Computational Linguistics and Intelligent Systems (CoLInS-2025), May 15-16, 2025, Kharkiv, Ukraine ∗ Corresponding author. † These authors contributed equally.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;natural language processing</kwd>
        <kwd>corpus technologies</kwd>
        <kwd>ontologies</kwd>
        <kwd>computer lexicography</kwd>
        <kwd>NLP 1</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>
</p>
      <p>Planning, routing, and scheduling;
Recommender systems;
Knowledge representation and reasoning;</p>
      <p>Reasoning under uncertainty;







</p>
      <p>The language of the PhD Workshop on Artificial Intelligence in Computer Science is English.</p>
      <p>The PhD Workshop on Artificial Intelligence in Computer Science took the form of an oral
presentation by peer-reviewed individual papers. The papers were distributed among 69
external reviewers from France, Germany, The Netherlands, the United States, the United
Kingdom, India, Moldova, Czech Republic, Poland, Bulgaria, Portugal, Serbia, Slovenia, Finland
and Ukraine. To make more correct decisions regarding the acceptance or rejection the papers
got 2-3 reviews. This year Organizing Committee received 32 submissions, out of which 14 were
accepted for presentation as regular papers.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Acknowledgements</title>
      <p>The PhD Workshop on Artificial Intelligence in Computer Science would not have been possible
without the support of many people. First of all, we would like to thank all the authors who
submitted papers to the PhD Workshop on Artificial Intelligence in Computer Science and thus
demonstrated their interest in the research problems within our scope. We are very grateful to
the members of our Program Committee for providing timely and thorough reviews and, also,
for being cooperative in doing additional review work. We would like to thank the Organizing
Committee of the conference whose devotion and efficiency made this instance of the PhD
Workshop on Artificial Intelligence in Computer Science a very interesting and effective
scientific forum. We would like to thank the Chairs of the PhD Workshop on Artificial
Intelligence in Computer Science, as well as the Program Committee and all Reviewers, for their
diligence in selecting the papers and ensuring their high scientific quality.</p>
      <p>The PhD Workshop on Artificial Intelligence in Computer Science was carried out with the
grant support of the National Research Fund of Ukraine, "Information system development for
automatic detection of misinformation sources and inauthentic behaviour of chat users", project
registration number 33/0012 from 3/03/2025 (2023.04/0012). Also, we would like to thank the
reviewers for their precise and concise recommendations that improved the presentation of the
results obtained.</p>
    </sec>
    <sec id="sec-3">
      <title>Co-Chair</title>
      <p>Olga Cherednichenko, Bratislava University of Economics and Management, Slovak
Republic</p>
      <p>Natalia Sharonova, National Technical University “Kharkiv Polytechnic institute”,
Ukraine</p>
      <p>Nina Khairova, Umeå University, Sweden
Lyubomyr Chyrun, Ivan Franko National University of Lviv, Ukraine
Vasyl Lytvyn, Lviv Polytechnic National University, Ukraine</p>
      <p>Yevgeniy Bodyanskiy, Kharkiv National University of Radio Electronics, Ukraine</p>
    </sec>
    <sec id="sec-4">
      <title>Steering Committee</title>
      <p>Natalia Sharonova, National Technical University “KhPI”, Ukraine</p>
      <p>Olga Cherednichenko, Bratislava University of Economics and Management, Slovak
Republic</p>
      <p>Vasyl Lytvyn, Lviv Polytechnic National University, Ukraine
Nina Khairova, Umeå University, Sweden
Andrii Kopp, National Technical University “Kharkiv Polytechnic Institute”, Ukraine
Lyubomyr Chyrun, Ivan Franko National University of Lviv, Ukraine
Yevhen Kupriianov, National Technical University “KhPI”, Ukraine</p>
      <p>Mariia Kozulia, National Technical University “Kharkiv Polytechnic Institute”, Ukraine</p>
    </sec>
    <sec id="sec-5">
      <title>Program Chairs</title>
      <p>Natalia Sharonova, National Technical University “KhPI”, Ukraine
Nina Khairova, Umeå University, Sweden</p>
      <p>Olga Cherednichenko, Bratislava University of Economics and Management, Slovak
Republic</p>
      <p>Vasyl Lytvyn, Lviv Polytechnic National University, Ukraine
Andrii Kopp, National Technical University “Kharkiv Polytechnic Institute”, Ukraine
Yevhen Kupriianov, National Technical University “KhPI”, Ukraine</p>
      <p>Mariia Kozulia, National Technical University “Kharkiv Polytechnic Institute”, Ukraine</p>
    </sec>
    <sec id="sec-6">
      <title>Proceedings Chair</title>
      <p>Natalia Sharonova, National Technical University “KhPI”, Ukraine</p>
      <p>Olga Cherednichenko, Bratislava University of Economics and Management, Slovak
Republic</p>
      <p>Nina Khairova, Umeå University, Sweden
Vasyl Lytvyn, Lviv Polytechnic National University, Ukraine
Andrii Kopp, National Technical University “Kharkiv Polytechnic Institute”, Ukraine
Mariia Kozulia, National Technical University “Kharkiv Polytechnic Institute”, Ukraine</p>
    </sec>
    <sec id="sec-7">
      <title>Poster and Demo Chairs</title>
      <p>Andrii Kopp, National Technical University “Kharkiv Polytechnic Institute”, Ukraine
Yevhen Kupriianov, National Technical University “KhPI”, Ukraine</p>
      <p>Mariia Kozulia, National Technical University “Kharkiv Polytechnic Institute”, Ukraine</p>
    </sec>
    <sec id="sec-8">
      <title>IT Talks Chairs</title>
      <p>Andrii Kopp, National Technical University “Kharkiv Polytechnic Institute”, Ukraine
Anzhelika Vorzhevitina, National Technical University “Kharkiv Polytechnic Institute”,
Ukraine</p>
      <p>Yevhen Kupriianov, National Technical University “KhPI”, Ukraine</p>
    </sec>
    <sec id="sec-9">
      <title>Local Organization Chairs</title>
      <p>Andrii Kopp, National Technical University “Kharkiv Polytechnic Institute”, Ukraine
Mariia Kozulia, National Technical University “Kharkiv Polytechnic Institute”, Ukraine
Yevhen Kupriianov, National Technical University “KhPI”, Ukraine</p>
    </sec>
    <sec id="sec-10">
      <title>Publicity Chair</title>
    </sec>
    <sec id="sec-11">
      <title>Web Chair</title>
      <p>Natalia Sharonova, National Technical University “KhPI”, Ukraine
Andrii Kopp, National Technical University “Kharkiv Polytechnic Institute”, Ukraine
Mariia Kozulia, National Technical University “Kharkiv Polytechnic Institute”, Ukraine
Yevhen Kupriianov, National Technical University “KhPI”, Ukraine
Andrii Kopp, National Technical University “Kharkiv Polytechnic Institute”, Ukraine
Anzhelika Vorzhevitina, National Technical University “Kharkiv Polytechnic Institute”,
Ukraine</p>
      <p>Yevhen Kupriianov, National Technical University “KhPI”, Ukraine</p>
    </sec>
    <sec id="sec-12">
      <title>Program Committees</title>
      <p>MAIN PhD Workshop on Artificial Intelligence in Computer Science co-located
with the 9th International Conference on Computational Linguistics and Intelligent
Systems (CoLInS-2025)</p>
    </sec>
    <sec id="sec-13">
      <title>Local Organization Committee</title>
      <p>Andrii Kopp, National Technical University “Kharkiv Polytechnic Institute”, Ukraine
Anzhelika Vorzhevitina, National Technical University “Kharkiv Polytechnic Institute”,
Ukraine</p>
      <p>Mariia Kozulia, National Technical University “Kharkiv Polytechnic Institute”, Ukraine
Mykhailo Godlevskyi, National Technical University “Kharkiv Polytechnic Institute”,
Ukraine</p>
      <p>Nadiia Babkova, National Technical University “Kharkiv Polytechnic Institute”, Ukraine
Olga Cherednichenko, Bratislava University of Economics and Management, Slovak
Republic</p>
      <p>Olga Kanishcheva, Friedrich Schiller University Jena, Germany
Vasyl Lytvyn, Lviv Polytechnic National University, Ukraine
Yevhen Burov, Lviv Polytechnic National University, Ukraine</p>
      <p>Yevhen Kupriianov, National Technical University “Kharkiv Polytechnic Institute”,
Ukraine</p>
      <sec id="sec-13-1">
        <title>National Technical Polytechnic Institute" http://www.kpi.kharkov.ua/eng/</title>
      </sec>
      <sec id="sec-13-2">
        <title>University "Kharkiv</title>
      </sec>
      <sec id="sec-13-3">
        <title>Lviv Polytechnic Ukraine http://www.lp.edu.ua/en</title>
      </sec>
      <sec id="sec-13-4">
        <title>National</title>
      </sec>
      <sec id="sec-13-5">
        <title>University,</title>
      </sec>
      <sec id="sec-13-6">
        <title>Institut Galilée of Université Paris 13 https://galilee.univ-paris13.fr</title>
      </sec>
      <sec id="sec-13-7">
        <title>Politechnika Śląska</title>
        <p>https://www.polsl.pl/Strony/Witamy.aspx</p>
      </sec>
      <sec id="sec-13-8">
        <title>Scientific and</title>
      </sec>
      <sec id="sec-13-9">
        <title>Educational IT</title>
      </sec>
      <sec id="sec-13-10">
        <title>Lviv IT Cluster https://itcluster.lviv.ua/en/</title>
      </sec>
      <sec id="sec-13-11">
        <title>Ukrainian Information Fund https://www.ulif.org.ua/</title>
      </sec>
      <sec id="sec-13-12">
        <title>Linguam/</title>
      </sec>
      <sec id="sec-13-13">
        <title>SoftServe https://www.softserveinc.co</title>
      </sec>
      <sec id="sec-13-14">
        <title>Kharkiv IT Cluster http://it-kharkiv.com/en/</title>
      </sec>
      <sec id="sec-13-15">
        <title>MANNING https://www.manning.com/</title>
      </sec>
      <sec id="sec-13-16">
        <title>PI-MINDS http://pi-minds.com/en/</title>
      </sec>
      <sec id="sec-13-17">
        <title>SYTOSS https://sytoss.com SSA Group https://www.ssa.group</title>
      </sec>
      <sec id="sec-13-18">
        <title>Global Work http://globalwork.top/ Zone3000 https://zone3000.net/</title>
      </sec>
    </sec>
  </body>
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