<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD v1.0 20120330//EN" "JATS-archivearticle1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Stychen</string-name>
          <xref ref-type="aff" rid="aff3">3</xref>
          <xref ref-type="aff" rid="aff5">5</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Yevgeniy Bodyanskiy</string-name>
          <email>yevgeniy.bodyanskiy@nure.ua</email>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff3">3</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>Kharkiv National University of Radio Electronics</institution>
          ,
          <addr-line>Nauky ave 14, Kharkiv, 61166</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>Lviv Polytechnic National University</institution>
          ,
          <addr-line>Stepan Bandera 12, 79013 Lviv</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff3">
          <label>3</label>
          <institution>Olga Cherednichenko</institution>
        </aff>
        <aff id="aff4">
          <label>4</label>
          <institution>Osnabrück University</institution>
          ,
          <addr-line>Friedrich-Janssen-Str. 1, 49076 Osnabrück</addr-line>
          ,
          <country country="DE">Germany</country>
        </aff>
        <aff id="aff5">
          <label>5</label>
          <institution>Silesian University of Technology</institution>
          ,
          <addr-line>Academic Str. 2A, Gliwice, 44100</addr-line>
          ,
          <country country="PL">Poland</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>This document is the preface of the Intelligent Systems Workshop 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/workshops/intelligent-systems-workshop/).</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;information systems</kwd>
        <kwd>information technology</kwd>
        <kwd>computer science</kwd>
        <kwd>intelligent system 1</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>The main purpose of the Intelligent Systems Workshop is the recent research results discussion
in all areas of Technology for Natural Language Processing and Intelligent Systems
Development. The conference is soliciting literature review, survey and research paper
comments including, whilst not limited to, the following areas of interest:







</p>
      <p>Data mining &amp; knowledge management;
Data visualization &amp; summarization;
Web search &amp; information retrieval technology;
Recommender systems;
Crowdsourcing;
Human-agent negotiation;
Knowledge representation and reasoning;</p>
      <p>Search engineering marketing;</p>
      <p>0000-0002-9391-5220 (O. Cherednichenko); 0000-0002-9676-0180 (V. Lytvyn); 0000-0001-6417-3689
(V. Vysotska); 0000-0002-7404-9638 (A. Kowalska-Stychen); 0000-0001-5418-2143 (Y. Bodyanskiy)
© 2025 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0).






</p>
      <p>Multiagent systems;
Planning, routing, and scheduling;
Model-based reasoning;
Reasoning under uncertainty;
Search engine optimization (SEO technology);
Application domain.</p>
      <p>Computer vision.</p>
      <p>The language of the Intelligent Systems Workshop is English.</p>
      <p>The Intelligent Systems Workshop took the oral presentation form of peer-reviewed
individual papers. The papers were distributed among 93 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 3-7 reviews. The
Intelligent Systems Workshop gathered participants from the different countries including
Germany, Sweden, France, Slovak Republic, Czech Republic, Poland, and Ukraine. This year
Organizing Committee received 58 submissions, out of which 19 were accepted for presentation
as regular papers. These papers and extended abstracts were published in Volume II of the 9th
International Conference on Computational Linguistics and Intelligent Systems (CoLInS 2025)
proceedings.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Acknowledgements</title>
      <p>The Intelligent Systems Workshop 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
Intelligent Systems Workshop 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 Intelligent Systems Workshop a very interesting and
effective scientific forum. We would like to thank the Intelligent Systems Workshop Chairs, 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 Computational Linguistics Workshop 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>Vasyl Lytvyn, Lviv Polytechnic National University, Ukraine
Victoria Vysotska, Osnabrück University, Germany</p>
      <p>Yevhen Burov, Lviv Polytechnic National University, Ukraine</p>
    </sec>
    <sec id="sec-4">
      <title>Steering Committee</title>
      <p>Natalia Sharonova, National Technical University “KhPI”, Ukraine
Vasyl Lytvyn, Lviv Polytechnic National University, Ukraine</p>
      <p>Olga Cherednichenko, Bratislava University of Economics and Management, Slovak
Republic</p>
      <p>Nina Khairova, Umeå University, Sweden
Andrii Kopp, National Technical University “Kharkiv Polytechnic Institute”, Ukraine
Thierry Hamon, LIMSI-CNRS &amp; Université Paris 13, France
Natalia Grabar, CNRS UMR 8163 STL, France
Victoria Vysotska, Osnabrück University, Germany
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</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
Victoria Vysotska, Osnabrück University, Germany</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>Andrii Kopp, National Technical University “Kharkiv Polytechnic Institute”, Ukraine</p>
      <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>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>
    </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
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 Intelligent Systems Workshop co-located with the 9th International
Conference on Computational Linguistics and Intelligent Systems (CoLInS-2025)
Agnieszka Kowalska-Styczen, Silesian University of Technology, Poland
Bohdan Rusyn, Karpenko Physico-Mechanical Institute of the NAS of Ukraine, Ukraine
Dmytro Peleshko, GeoGuard, Vancouver, British Columbia
Fadila Bentayeb, ERIC Laboratory, University of Lyon 2, France
Grygoriy Zholtkevych, V.N. Karazin Kharkiv National University, Ukraine
Krzysztof Grochla, Polish Academy of Sciences, Poland
Lidia Pivovarova, University of Helsinki, Finland
Lyubomyr Chyrun, Ivan Franko National University of Lviv, Ukraine
Manik Sharma, University Jalandhar, India
Mariya Nazarkevych, Lviv Polytechnic National University, Ukraine
Michael Emmerich, Leiden Institute of Advanced Computer Science, The Netherlands
Nataliia Kunanets, Lviv Polytechnic National University, Ukraine
Nina Khairova, Umeå University, Sweden
Olena Vynokurova, GeoGuard, Vancouver, British Columbia</p>
      <p>Olga Cherednichenko, Bratislava University of Economics and Management, Slovak
Republic</p>
      <p>Sergei Subbotin, Zaporizhzhia Polytechnic National University, Ukraine
Sergii Babichev, Jan Evangelista Purkinje University in Ustinad Labem, Chech Republic
Tetiana Hovorushchenko, Khmelnytskyi National University, Ukraine
Vasyl Lytvyn, Lviv Polytechnic National University, Ukraine
Viacheslav Kovtun, Polish Academy of Science, Poland
Victoria Vysotska, Osnabrück University, Germany
Vitor Basto-Fernandes, University Institute of Lisbon, Portugal
Volodymyr Lytvynenko, Kherson National Technical University, Ukraine
Volodymyr Pasichnyk, Lviv Polytechnic National University, Ukraine</p>
      <p>Vyacheslav Kharchenko, National Aerospace University «Kharkiv Aviation Institute»,
Ukraine</p>
      <p>Yevgeniy Bodyanskiy, Kharkiv National University of Radio Electronics, Ukraine</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>Kyrylo Smelyakov, Kharkiv National University of Radio Electronics, Ukraine
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
Natalia Sharonova, National Technical University “Kharkiv Polytechnic Institute”,
Ukraine</p>
      <p>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
Victoria Vysotska, Osnabrück University, Germany
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>
  <back>
    <ref-list />
  </back>
</article>