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  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>Volume III: PhD Symposium, Ukraine, June</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <title-group>
        <article-title>ICT in Education, Research and Industrial Applications</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Editor</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Ukraine</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Vadim Ermolayev, Zaporizhzhia National University</institution>
          ,
          <addr-line>Ukraine Frédéric Mallet</addr-line>
          ,
          <institution>Université Cote d'Azur</institution>
          ,
          <addr-line>CNRS, Inria, I3S</addr-line>
          ,
          <country country="FR">France</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Vadim Ermolayev, Zaporizhzhia National University, Ukraine Heinrich C. Mayr, Alpen-Adria-Universät Klagenfurt, Austria Mykola Nikitchenko, Taras Shevchenko National University of Kyiv, Ukraine Aleksander Spivakovsky, Verkhovna Rada of Ukraine, Kherson State University</institution>
          ,
          <addr-line>Ukraine Mikhail Zavileysky</addr-line>
          ,
          <institution>DataArt Solutions Inc. Grygoriy Zholtkevych, V.N.Karazin Kharkiv National University</institution>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2019</year>
      </pub-date>
      <volume>1</volume>
      <fpage>2</fpage>
      <lpage>15</lpage>
      <kwd-group>
        <kwd>and</kwd>
        <kwd>Industrial</kwd>
        <kwd>Applications</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>This volume represents the proceedings of the PhD Symposium co-located with the
15th International Conference on ICT in Education, Research, and Industrial
Applications, held in Kherson, Ukraine, in June 2019. It comprises 10 contributed papers that
were carefully peer-reviewed and selected from 20 submissions for the Symposium.</p>
    </sec>
    <sec id="sec-2">
      <title>Copyright © 2019 for the individual papers by the papers’ authors.</title>
    </sec>
    <sec id="sec-3">
      <title>Copying permitted only for private and academic purposes. This volume is published and copyrighted by its editors.</title>
      <p>Preface
It is our pleasure to present you the proceedings of ICTERI 2019 PhD Symposium
being held in conjunction with ICTERI 2019, the Fifteenth International Conference
on Information and Communication Technologies in Education, Research, and
Industrial Applications: Integration, Harmonization, and Knowledge Transfer. The
conference and symposium take place in Kherson (Ukraine) on June 12 - 15, 2019.
This volume thematically follows the scope of ICTERI and is focused on research
advances, information systems technologies and applications, business/academic
applications of Information and Communication Technologies, the role of ICT in
Education. These aspects of ICT research, development, technology transfer, and use in
real-world cases are vibrant for both the academic and industrial communities.
Therefore, giving the floor to young researchers from academia and industry working
toward receiving their PhD was considered a plausible extension for ICTERI 2019.
The Call for Papers of this PhD Symposium was aligned with the thematic scope of
ICTERI. It also emphasized that the contributions are sought in the form of extended
abstracts explaining and justifying the ideas for PhD projects or short papers
presenting the first obtained results. The authors were encouraged to present the results of
their research to prove that their ideas are tractable. Young researchers joined the
Symposium to take part in discussions and/or present their papers. They were offered
an opportunity to exchange and discuss their research ideas with their peers,
supervisors, and senior scientists working in the fields within the scope of ICTERI 2019.
Overall the PhD Symposium attracted 20 submissions. Out of these, we have accepted
10 high quality and most interesting papers to be presented at the symposium and
published in our proceedings.</p>
      <p>The PhD Symposium 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 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.</p>
      <p>We hope that all presented in this volume papers will be presented by authors during
Symposium sessions and by discussed the session participants.</p>
      <sec id="sec-3-1">
        <title>General Chair</title>
      </sec>
      <sec id="sec-3-2">
        <title>Steering Committee</title>
        <p>Aleksander Spivakovsky, Verkhovna Rada of Ukraine, Kherson State University, Ukraine</p>
      </sec>
      <sec id="sec-3-3">
        <title>ICTERI 2019 Program Chairs</title>
      </sec>
      <sec id="sec-3-4">
        <title>ICTERI 2019 Proceedings Chair</title>
        <p>Vitaliy Yakovyna, Lviv Polytechnic National University, Ukraine; University of Warmia and Mazury
in Olsztyn, Poland</p>
      </sec>
      <sec id="sec-3-5">
        <title>Publicity Chair</title>
      </sec>
      <sec id="sec-3-6">
        <title>Web Chair</title>
        <p>Nataliya Kushnir, Kherson State University, Ukraine
Alexander Vasileyko, Zaporizhzhia National University, Ukraine</p>
      </sec>
      <sec id="sec-3-7">
        <title>Local Organization Committee</title>
        <p>Maksym Vinnyk (chair), Kherson State University, Ukraine
Olha Hniedkova, Kherson State University, Ukraine
Vitalii Kobets, Kherson State University, Ukraine
Volodymyr Peschanenko, Kherson State University, Ukraine
Yuliia Tarasich, Kherson State University, Ukraine
Olha Shmilo, Kherson State University, Ukraine
Kateryna Panova, Kherson State University, Ukraine
Nataliya Kushnir, Kherson State University, Ukraine
Oleksandr Lemeshchuk, Kherson State University, Ukraine
Daria Malysheva, Kherson State University, Ukraine</p>
      </sec>
      <sec id="sec-3-8">
        <title>PhD Symposium Program Chair</title>
        <p>Grygoriy Zholtkevych, V.N. Karazin Kharkiv National University, Ukraine</p>
      </sec>
      <sec id="sec-3-9">
        <title>PhD Symposium Program Committee</title>
        <p>Grigoris Antoniou, University of Huddersfield, UK
George Baryannis, University of Huddersfield, UK
Sergiy Bogomolov, Australian National University, Australia
Vadim Ermolayev, Zaporizhzhia National University, Ukraine
Larysa Globa, National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”,
Ukraine
Vyacheslav Kharchenko, National Aerospace University KhAI, Ukraine
Frederic Mallet, Universite Nice Sophia-Antipolis, France
Heinrich C. Mayr, Alpen-Adria-Universität Klagenfurt, Austria
Vladimir Peschanenko, Kherson State University, Ukraine
Dimitris Plexousakis, Institute of Computer Science, FORTH, Greece
Oleksandr Sokolov, Nicolaus Copernicus University, Poland
Ilias Tachmazidis, University of Huddersfield, UK
Mykola Tkachuk, V.N. Karazin Kharkiv National University, Ukraine
Vitaliy Yakovyna, Lviv Polytechnic National University Ukraine
Additional Reviewers</p>
        <p>Natalia Keberle, Zaporizhzhia National University, Ukraine</p>
        <p>Kherson State University (KSU, http://www.ksu.ks.ua/) is a versatile
scientific, educational, and cultural center in the South of Ukraine. It
offers full-day, extra-mural, external study programs attended by 8,000
students from 23 regions of Ukraine and CIS countries. Its research and
teaching staff comprises 18 members of the Ukrainian and foreign
Academies of Science, 68 professors, 234 senior lecturers. About 1,000
students are enrolled to its advanced degree programs at Ph.D and Dr.Sci
levels.</p>
        <p>Oleksandr Spivakovsky’s Educational Foundation (OSEF,
http://spivakovsky.fund/) aims to support gifted young people,
outstanding educators, and also those who wish to start up their own business.</p>
      </sec>
    </sec>
    <sec id="sec-4">
      <title>OSEF activity is focused on the support and further development of edu</title>
      <p>cational, scientific, cultural, social and intellectual spheres in the Kherson</p>
    </sec>
    <sec id="sec-5">
      <title>Region of Ukraine.</title>
    </sec>
    <sec id="sec-6">
      <title>DataArt (http://dataart.com/) develops industry-defining applications,</title>
      <p>helping clients optimize time-to-market and minimize software
development risks in mission-critical systems. Domain knowledge, offshore cost
advantages, and efficiency – that's what makes DataArt a partner of
choice for their global clients.</p>
      <p>BWT Group (http://www.groupbwt.com/) are those who do coding all
day and night long. For you. We can do anything, that’s it. The work we
do, and how we do it, is defined in large part by the culture we’ve
developed. We seek to build an organization that each and every one of us
enjoys being a part of, where people feel valued, inspired to grow, and
are willing to do what’s necessary to take care of each other and our
client.
Примечание [12]: @ALL Worksh
organizers: If there are sponsors for your
workshop, please let me and Nataliya
Kushnir know.
Примечание [13]: @ALL Worksh
organizers: Please check the logos of yo
organizations</p>
    </sec>
    <sec id="sec-7">
      <title>Ministry of Education and Science of Ukraine http://www.mon.gov.ua/</title>
    </sec>
    <sec id="sec-8">
      <title>Kherson State University, Ukraine http://www.kspu.edu/</title>
    </sec>
    <sec id="sec-9">
      <title>Université Cote d’Azur, France http://univ-cotedazur.fr/en</title>
    </sec>
    <sec id="sec-10">
      <title>Zaporizhzhia National University, Ukraine http://www.znu.edu.ua/en/</title>
    </sec>
    <sec id="sec-11">
      <title>Lviv Polytechnic National University, Ukraine http://www.lp.edu.ua/en</title>
    </sec>
    <sec id="sec-12">
      <title>Institute of Information Technology and Teaching Resources,</title>
    </sec>
    <sec id="sec-13">
      <title>NAPS, Ukraine http://iitlt.gov.ua/eng/index.php</title>
    </sec>
    <sec id="sec-14">
      <title>Ben-Gurion University of the Negev, Israel http://in.bgu.ac.il/en/pages/default.aspx</title>
    </sec>
    <sec id="sec-15">
      <title>Kryvyi Rih State Pedagogical University, Ukraine https://kdpu.edu.ua/en/</title>
    </sec>
    <sec id="sec-16">
      <title>Kyiv National Economic University named after Vadym</title>
    </sec>
    <sec id="sec-17">
      <title>Hetman, Ukraine https://kneu.edu.ua/en/</title>
    </sec>
    <sec id="sec-18">
      <title>Università degli Studi della Tuscia, Italy http://www.unitus.it/</title>
    </sec>
    <sec id="sec-19">
      <title>University of Bialystok, Poland http://www.uwb.edu.pl/</title>
    </sec>
    <sec id="sec-20">
      <title>Taras Shevchenko National University of Kyiv, Ukraine http://www.univ.kiev.ua/en/</title>
    </sec>
    <sec id="sec-21">
      <title>V.N. Karazin Kharkiv National University, Ukraine http://www.univer.kharkov.ua/en</title>
    </sec>
    <sec id="sec-22">
      <title>National Aerospace University “KhAI”, Ukraine http://www.khaiedu.com/</title>
    </sec>
    <sec id="sec-23">
      <title>KTH Royal Institute of Technology, Sweden https://www.kth.se/en</title>
    </sec>
    <sec id="sec-24">
      <title>University of Žilina, Slovakia</title>
      <p>https://www.uniza.sk/index.php/en/</p>
    </sec>
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