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<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "https://jats.nlm.nih.gov/publishing/1.3/JATS-journalpublishing1-3.dtd">
<article article-type="research-article" dtd-version="1.3" xml:lang="en">
  <front xmlns:xlink="http://www.w3.org/1999/xlink">
    <journal-meta>
      <journal-id journal-id-type="elibrary">9004</journal-id>
      <journal-title-group>
        <journal-title>Problems of information security. Computer systems</journal-title>
        <trans-title-group xml:lang="ru">
          <trans-title>Проблемы информационной безопасности. Компьютерные системы</trans-title>
        </trans-title-group>
      </journal-title-group>
      <issn pub-type="epub">2071-8217</issn>
    </journal-meta>
    <article-meta xmlns:xlink="http://www.w3.org/1999/xlink">
      <article-id pub-id-type="publisher-id">11</article-id>
      <article-id pub-id-type="doi">10.48612/jisp/4pum-m1b1-96kh</article-id>
      <title-group>
        <article-title>Approach to creating personalised LLM agents based on MBTI personality traits</article-title>
        <trans-title-group xml:lang="ru">
          <trans-title>Подход к созданию персонализированных LLM-агентов на основе личностных черт MBTI</trans-title>
        </trans-title-group>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0009-0000-3249-4103</contrib-id>
          <name>
            <surname>Bogina</surname>
            <given-names>Vasilisa</given-names>
          </name>
          <xref ref-type="aff" rid="aff1"/>
          <email>bogina_vm@spbstu.ru</email>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Velichko</surname>
            <given-names>Kirill</given-names>
          </name>
          <xref ref-type="aff" rid="aff2"/>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0009-0008-9034-1365</contrib-id>
          <name>
            <surname>Makeeva</surname>
            <given-names>Anna</given-names>
          </name>
          <xref ref-type="aff" rid="aff1"/>
          <email>makeeva.aa@edu.spbstu.ru</email>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0001-9862-1507</contrib-id>
          <name>
            <surname>Dakhnovich</surname>
            <given-names>Andrey</given-names>
          </name>
          <xref ref-type="aff" rid="aff1"/>
          <email>add@ibks.spbstu.ru</email>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0002-0232-7248</contrib-id>
          <contrib-id contrib-id-type="scopus">13103571000</contrib-id>
          <name>
            <surname>Zegzhda</surname>
            <given-names>Dmitry</given-names>
          </name>
          <xref ref-type="aff" rid="aff1"/>
          <email>zegzhda_dp@spbstu.ru</email>
        </contrib>
      </contrib-group>
      <aff id="aff1">Peter the Great St. Petersburg Polytechnic University</aff>
      <aff id="aff2">LLC “NeoBIT”</aff>
      <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2024-09-20">
        <day>20</day>
        <month>09</month>
        <year>2024</year>
      </pub-date>
      <issue>3</issue>
      <fpage>127</fpage>
      <lpage>141</lpage>
      <self-uri xmlns:xlink="http://www.w3.org/1999/xlink" content-type="pdf" xlink:href="https://jisp.spbstu.ru/userfiles/files/soderzhaniya/2024_3-7-8.pdf"/>
      <abstract xml:lang="en">
        <p>This article describes an approach to creating target characters based on LLM agents. Agents use personal memory to access biographical and personal data assigned to them. In order to increase the integrity of the characters being created, a short life biography is generated based on the initial target data, corresponding to the original set and enriching the reactions of the agents. The personal traits inherited by agents are formulated on the basis of descriptive information of MBTI types, and the paper presents a study of the correspondence of characters to their target personality type</p>
      </abstract>
      <kwd-group xml:lang="en">
        <kwd>LLM</kwd>
        <kwd>social simulation</kwd>
        <kwd>personalization</kwd>
        <kwd>social modeling</kwd>
        <kwd>cyberpsychology</kwd>
      </kwd-group>
    </article-meta>
  </front>
</article>
