<?xml version="1.0" encoding="utf-8"?>
<TEI xmlns="http://www.tei-c.org/ns/1.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:hal="http://hal.archives-ouvertes.fr/" xmlns:gml="http://www.opengis.net/gml/3.3/" xmlns:gmlce="http://www.opengis.net/gml/3.3/ce" version="1.1" xsi:schemaLocation="http://www.tei-c.org/ns/1.0 http://api.archives-ouvertes.fr/documents/aofr-sword.xsd">
  <teiHeader>
    <fileDesc>
      <titleStmt>
        <title>HAL TEI export of hal-03841296</title>
      </titleStmt>
      <publicationStmt>
        <distributor>CCSD</distributor>
        <availability status="restricted">
          <licence target="https://creativecommons.org/publicdomain/zero/1.0/">CC0 1.0 - Universal</licence>
        </availability>
        <date when="2026-05-21T07:45:28+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">Interpretable entity meta-alignment in knowledge graphs using penalized regression: a case study in the biomedical domain</title>
            <author role="aut">
              <persName>
                <forename type="first">Jorge</forename>
                <surname>Martinez-Gil</surname>
              </persName>
              <email type="md5">53d9250ceea19a682123335e55230a9d</email>
              <email type="domain">gmail.com</email>
              <idno type="idhal" notation="string">martinez-gil-jorge</idno>
              <idno type="idhal" notation="numeric">17728</idno>
              <idno type="halauthorid" notation="string">37598-17728</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-5730-7965</idno>
              <idno type="IDREF">https://www.idref.fr/253122732</idno>
              <affiliation ref="#struct-46694"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Riad</forename>
                <surname>Mokadem</surname>
              </persName>
              <email type="md5">d8bf79046b1f92da5d0fd10e45c1a021</email>
              <email type="domain">irit.fr</email>
              <idno type="idhal" notation="string">riad-mokadem</idno>
              <idno type="idhal" notation="numeric">752557</idno>
              <idno type="halauthorid" notation="string">14936-752557</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-3325-7331</idno>
              <affiliation ref="#struct-1001829"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Franck</forename>
                <surname>Morvan</surname>
              </persName>
              <email type="md5">b0c969b74778cfca32c711ead7b8af00</email>
              <email type="domain">irit.fr</email>
              <idno type="idhal" notation="string">franck-morvan</idno>
              <idno type="idhal" notation="numeric">743127</idno>
              <idno type="halauthorid" notation="string">21206-743127</idno>
              <idno type="IDREF">https://www.idref.fr/034867406</idno>
              <idno type="VIAF">https://viaf.org/viaf/132793219</idno>
              <affiliation ref="#struct-1001829"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Josef</forename>
                <surname>Küng</surname>
              </persName>
              <idno type="halauthorid">1255478-0</idno>
              <affiliation ref="#struct-1099890"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Abdelkader</forename>
                <surname>Hameurlain</surname>
              </persName>
              <email type="md5">ce789cc77783250affa89672c3f4600f</email>
              <email type="domain">irit.fr</email>
              <idno type="idhal" notation="string">abdelkader-hameurlain</idno>
              <idno type="idhal" notation="numeric">735160</idno>
              <idno type="halauthorid" notation="string">9797-735160</idno>
              <affiliation ref="#struct-1001829"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Riad</forename>
                <surname>Mokadem</surname>
              </persName>
              <email type="md5">d8bf79046b1f92da5d0fd10e45c1a021</email>
              <email type="domain">irit.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2022-11-07 09:27:09</date>
              <date type="whenModified">2025-10-22 18:04:09</date>
              <date type="whenReleased">2022-11-07 09:27:09</date>
              <date type="whenProduced">2022-03</date>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="430370">
                <persName>
                  <forename>Riad</forename>
                  <surname>Mokadem</surname>
                </persName>
                <email type="md5">d8bf79046b1f92da5d0fd10e45c1a021</email>
                <email type="domain">irit.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-03841296</idno>
            <idno type="halUri">https://hal.science/hal-03841296</idno>
            <idno type="halBibtex">martinezgil:hal-03841296</idno>
            <idno type="halRefHtml">&lt;i&gt;Progress in Artificial Intelligence&lt;/i&gt;, 2022, 11 (1), pp.93-104. &lt;a target="_blank" href="https://dx.doi.org/10.1007/s13748-021-00263-1"&gt;&amp;#x27E8;10.1007/s13748-021-00263-1&amp;#x27E9;&lt;/a&gt;</idno>
            <idno type="halRef">Progress in Artificial Intelligence, 2022, 11 (1), pp.93-104. &amp;#x27E8;10.1007/s13748-021-00263-1&amp;#x27E9;</idno>
            <availability status="restricted"/>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="UNIV-TLSE2">Université Toulouse 2</idno>
            <idno type="stamp" n="UNIV-TLSE3">Université de Toulouse</idno>
            <idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno>
            <idno type="stamp" n="UT1-CAPITOLE">Université Toulouse 1 Capitole</idno>
            <idno type="stamp" n="IRIT">IRIT - Institut de Recherche en Informatique de Toulouse</idno>
            <idno type="stamp" n="IRIT-PYRAMIDE" corresp="IRIT">Optimisation Dynamique de Requêtes Réparties à grande échelle</idno>
            <idno type="stamp" n="IRIT-GD" corresp="IRIT">Gestion des Données</idno>
            <idno type="stamp" n="TOULOUSE-INP">Toulouse - INP</idno>
            <idno type="stamp" n="UNIV-UT3">Université Toulouse 3</idno>
            <idno type="stamp" n="UT3-INP">Université de Toulouse / Toulouse INP</idno>
            <idno type="stamp" n="UT3-TOULOUSEINP">Université de Toulouse / Toulouse INP</idno>
          </seriesStmt>
          <notesStmt>
            <note type="audience" n="2">International</note>
            <note type="popular" n="0">No</note>
            <note type="peer" n="1">Yes</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">Interpretable entity meta-alignment in knowledge graphs using penalized regression: a case study in the biomedical domain</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Jorge</forename>
                    <surname>Martinez-Gil</surname>
                  </persName>
                  <email type="md5">53d9250ceea19a682123335e55230a9d</email>
                  <email type="domain">gmail.com</email>
                  <idno type="idhal" notation="string">martinez-gil-jorge</idno>
                  <idno type="idhal" notation="numeric">17728</idno>
                  <idno type="halauthorid" notation="string">37598-17728</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-5730-7965</idno>
                  <idno type="IDREF">https://www.idref.fr/253122732</idno>
                  <affiliation ref="#struct-46694"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Riad</forename>
                    <surname>Mokadem</surname>
                  </persName>
                  <email type="md5">d8bf79046b1f92da5d0fd10e45c1a021</email>
                  <email type="domain">irit.fr</email>
                  <idno type="idhal" notation="string">riad-mokadem</idno>
                  <idno type="idhal" notation="numeric">752557</idno>
                  <idno type="halauthorid" notation="string">14936-752557</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-3325-7331</idno>
                  <affiliation ref="#struct-1001829"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Franck</forename>
                    <surname>Morvan</surname>
                  </persName>
                  <email type="md5">b0c969b74778cfca32c711ead7b8af00</email>
                  <email type="domain">irit.fr</email>
                  <idno type="idhal" notation="string">franck-morvan</idno>
                  <idno type="idhal" notation="numeric">743127</idno>
                  <idno type="halauthorid" notation="string">21206-743127</idno>
                  <idno type="IDREF">https://www.idref.fr/034867406</idno>
                  <idno type="VIAF">https://viaf.org/viaf/132793219</idno>
                  <affiliation ref="#struct-1001829"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Josef</forename>
                    <surname>Küng</surname>
                  </persName>
                  <idno type="halauthorid">1255478-0</idno>
                  <affiliation ref="#struct-1099890"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Abdelkader</forename>
                    <surname>Hameurlain</surname>
                  </persName>
                  <email type="md5">ce789cc77783250affa89672c3f4600f</email>
                  <email type="domain">irit.fr</email>
                  <idno type="idhal" notation="string">abdelkader-hameurlain</idno>
                  <idno type="idhal" notation="numeric">735160</idno>
                  <idno type="halauthorid" notation="string">9797-735160</idno>
                  <affiliation ref="#struct-1001829"/>
                </author>
              </analytic>
              <monogr>
                <idno type="halJournalId" status="VALID">75873</idno>
                <idno type="issn">2192-6352</idno>
                <title level="j">Progress in Artificial Intelligence</title>
                <imprint>
                  <publisher>Springer</publisher>
                  <biblScope unit="volume">11</biblScope>
                  <biblScope unit="issue">1</biblScope>
                  <biblScope unit="pp">93-104</biblScope>
                  <date type="datePub">2022-03</date>
                  <date type="dateEpub">2021-09</date>
                </imprint>
              </monogr>
              <idno type="doi">10.1007/s13748-021-00263-1</idno>
              <ref type="publisher">https://link.springer.com/article/10.1007/s13748-021-00263-1</ref>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <keywords scheme="author">
                <term xml:lang="en">Knowledge graphs</term>
                <term xml:lang="en">Knowledge engineering</term>
                <term xml:lang="en">Knowledge-based technology</term>
              </keywords>
              <classCode scheme="halDomain" n="info.info-db">Computer Science [cs]/Databases [cs.DB]</classCode>
              <classCode scheme="halTypology" n="ART">Journal articles</classCode>
              <classCode scheme="halOldTypology" n="ART">Journal articles</classCode>
              <classCode scheme="halTreeTypology" n="ART">Journal articles</classCode>
            </textClass>
            <abstract xml:lang="en">
              <p>In recent times, the use of knowledge graphs has been massively adopted so that many of these graphs can even be found publicly on the Web. This makes that solutions for solving interoperability problems among them might be in high demand. The reason is that unifying these knowledge graphs could impact a wide range of industrial and academic disciplines that can benefit from aspects such as the ability to configure queries that were not possible until now, for example, in the biomedical domain where there are significant problems of semantic interoperability. To date, several effective methods have been put forward to solve the heterogeneity problems in this knowledge ecosystem. However, it is not possible to assess their superiority in each different scenario they are facing. Therefore, we explore several penalized regression techniques that can mitigate the risk of incurring severe errors in real settings and preserve properties related to the interpretability of the solution. As a result, we have obtained a proposal for entity meta-alignment that yields promising results in the biomedical domain.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="laboratory" xml:id="struct-46694" status="VALID">
          <orgName>Software Competence Center Hagenberg</orgName>
          <orgName type="acronym">SCCH</orgName>
          <desc>
            <address>
              <addrLine>Softwarepark 21 A-4232 Hagenberg Austria</addrLine>
              <country key="AT"/>
            </address>
            <ref type="url">http://www.scch.at/en/home</ref>
          </desc>
          <listRelation>
            <relation active="#struct-1099890" type="direct"/>
          </listRelation>
        </org>
        <org type="researchteam" xml:id="struct-1001829" status="OLD">
          <orgName>Optimisation Dynamique de Requêtes Réparties à grande échelle</orgName>
          <orgName type="acronym">IRIT-PYRAMIDE</orgName>
          <date type="end">2025-01-01</date>
          <desc>
            <address>
              <addrLine>Institut de recherche en informatique de Toulouse - IRIT118 Route de Narbonne 31062 Toulouse Cedex 9</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.irit.fr/departement/gestion-des-donnees/equipe-pyramide/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-34499" type="direct"/>
            <relation active="#struct-81148" type="indirect"/>
            <relation name="443875" active="#struct-443875" type="indirect"/>
            <relation active="#struct-116256" type="indirect"/>
            <relation active="#struct-443875" type="indirect"/>
            <relation active="#struct-217752" type="indirect"/>
            <relation name="UMR5505 / URA1399" active="#struct-441569" type="indirect"/>
            <relation active="#struct-448187" type="indirect"/>
            <relation active="#struct-1149079" type="indirect"/>
            <relation name="FED4171" active="#struct-217752" type="indirect"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-1099890" status="VALID">
          <idno type="IdRef">080677193</idno>
          <idno type="ISNI">0000000119415140</idno>
          <orgName>University of Linz - Johannes Kepler Universität Linz</orgName>
          <orgName type="acronym">JKU</orgName>
          <date type="start">1966-01-01</date>
          <desc>
            <address>
              <addrLine>Altenberger Straße 694040 Linz, Austria</addrLine>
              <country key="AT"/>
            </address>
            <ref type="url">https://www.jku.at/</ref>
          </desc>
        </org>
        <org type="laboratory" xml:id="struct-34499" status="OLD">
          <idno type="IdRef">030947448</idno>
          <idno type="ISNI">0000000121927225</idno>
          <idno type="RNSR">199511949P</idno>
          <idno type="ROR">https://ror.org/01rx4qw44</idno>
          <orgName>Institut de recherche en informatique de Toulouse</orgName>
          <orgName type="acronym">IRIT</orgName>
          <date type="start">1990-01-01</date>
          <date type="end">2025-01-01</date>
          <desc>
            <address>
              <addrLine>118 Route de Narbonne, F-31062 Toulouse Cedex 9</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.irit.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-81148" type="direct"/>
            <relation name="443875" active="#struct-443875" type="indirect"/>
            <relation active="#struct-116256" type="direct"/>
            <relation active="#struct-443875" type="indirect"/>
            <relation active="#struct-217752" type="direct"/>
            <relation name="UMR5505 / URA1399" active="#struct-441569" type="direct"/>
            <relation active="#struct-448187" type="direct"/>
            <relation active="#struct-1149079" type="direct"/>
            <relation name="FED4171" active="#struct-217752" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-81148" status="VALID">
          <idno type="IdRef">026404354</idno>
          <idno type="ISNI">0000000121902837</idno>
          <idno type="ROR">https://ror.org/0443n9e75</idno>
          <orgName>Université Toulouse Capitole</orgName>
          <orgName type="acronym">UT Capitole</orgName>
          <date type="start">1970-01-01</date>
          <desc>
            <address>
              <addrLine>2 rue du Doyen-Gabriel-Marty - 31042 Toulouse Cedex 9</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.ut-capitole.fr/</ref>
          </desc>
          <listRelation>
            <relation name="443875" active="#struct-443875" type="direct"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-443875" status="VALID">
          <idno type="ROR">https://ror.org/017tgbk05</idno>
          <orgName>Communauté d'universités et établissements de Toulouse</orgName>
          <orgName type="acronym">Comue de Toulouse</orgName>
          <desc>
            <address>
              <addrLine>41 Allée Jules Guesde, 31000 Toulouse</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.univ-toulouse.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-116256" status="VALID">
          <idno type="IdRef">026403994</idno>
          <idno type="ROR">https://ror.org/04ezk3x31</idno>
          <orgName>Université Toulouse - Jean Jaurès</orgName>
          <orgName type="acronym">UT2J</orgName>
          <date type="start">1971-01-01</date>
          <desc>
            <address>
              <addrLine>5 allées Antonio Machado - 31058 Toulouse Cedex 9</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.univ-tlse2.fr</ref>
          </desc>
          <listRelation>
            <relation active="#struct-443875" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-217752" status="OLD">
          <idno type="IdRef">026404672</idno>
          <idno type="ISNI">0000000121617331</idno>
          <idno type="ROR">https://ror.org/02v6kpv12</idno>
          <idno type="Wikidata">Q1273188</idno>
          <orgName>Université Toulouse III - Paul Sabatier</orgName>
          <orgName type="acronym">UT3</orgName>
          <date type="end">2025-01-01</date>
          <desc>
            <address>
              <addrLine>118 route de Narbonne - 31062 Toulouse</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.univ-tlse3.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-443875" type="direct"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-441569" status="VALID">
          <idno type="IdRef">02636817X</idno>
          <idno type="ISNI">0000000122597504</idno>
          <idno type="ROR">https://ror.org/02feahw73</idno>
          <orgName>Centre National de la Recherche Scientifique</orgName>
          <orgName type="acronym">CNRS</orgName>
          <date type="start">1939-10-19</date>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.cnrs.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-448187" status="VALID">
          <idno type="IdRef">026388820</idno>
          <idno type="ISNI">0000000121766169</idno>
          <idno type="ROR">https://ror.org/033p9g875</idno>
          <orgName>Institut National Polytechnique (Toulouse)</orgName>
          <orgName type="acronym">Toulouse INP</orgName>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.inp-toulouse.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-443875" type="direct"/>
          </listRelation>
        </org>
        <org type="regrouplaboratory" xml:id="struct-1149079" status="OLD">
          <orgName>Toulouse Mind &amp; Brain Institut</orgName>
          <orgName type="acronym">TMBI</orgName>
          <date type="start">2021-01-01</date>
          <date type="end">2025-01-01</date>
          <desc>
            <address>
              <addrLine>CHU Purpan, Pavillon Baudot, 31059 Toulouse cedex 9</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.tmbi.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-116256" type="direct"/>
            <relation active="#struct-443875" type="indirect"/>
            <relation name="FED4171" active="#struct-217752" type="direct"/>
          </listRelation>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>