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  <front>
    <journal-meta />
    <article-meta>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Pavel Shvaiko</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Trentino Digitale SpA</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Italy</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Oktie Hassanzadeh</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>IBM Research</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Ca´ssia Trojahn</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>France</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Alsayed Algergawy</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Jena University</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Germany Manuel Atencia</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Universidad de Ma´laga</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Spain Jiaoyan Chen</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>University of Oxford</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>UK Je´ro</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>me David</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>University Grenoble Alpes</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>INRIA</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>France Gayo Diallo</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>University of Bordeaux</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>France Daniel Faria</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>INESC-ID</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>University of Lisbon</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Portugal Alo Ferrara</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>University of Milan</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Italy Marko Gulic´</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>University of Rijeka</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Croatia Wei Hu</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Nanjing University</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>China Ryutaro Ichise</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>National Institute of Informatics</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Japan Antoine Isaac</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Vrije Universiteit Amsterdam</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Europeana</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Netherlands Naouel Karam</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Fraunhofer</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Germany Prodromos Kolyvakis</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Switzerland Patrick Lambrix</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Linko¨pings Universitet</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Sweden Oliver Lehmberg</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>University of Mannheim</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Germany Fiona McNeill</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>University of Edinburgh</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>UK Majeed Mohammadi</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Eindhoven University of Technology</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Netherlands</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Ernesto Jime ́nez-Ruiz</institution>
          ,
          <addr-line>City</addr-line>
          ,
          <institution>University of London, UK &amp; SIRIUS, University of Oslo</institution>
          ,
          <country country="NO">Norway</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2022</year>
      </pub-date>
      <abstract>
        <p>Ontology matching1 is a key interoperability enabler for the semantic web, as well as a useful tactic in some classical data integration tasks dealing with the semantic heterogeneity problem. It takes ontologies as input and determines as output an alignment, that is, a set of correspondences between the semantically related entities of those ontologies. These correspondences can be used for various tasks, such as ontology merging, data interlinking, query answering or navigation over knowledge graphs. Thus, matching ontologies enables the knowledge and data expressed with the matched ontologies to interoperate.</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>Acknowledgments. We thank all members of the program committee, authors and local
organizers for their eorts. We appreciate support from Trentino Digitale3, the EU SEALS
(Semantic Evaluation at Large Scale) project4, the EU HOBBIT (Holistic Benchmarking of Big
Linked Data) project5, the MELT (Matching EvaLuation Toolkit) project6, the Pistoia Alliance
Ontologies Mapping project7, IBM Research8 and SIRIUS Centre for Scalable Data Access9.</p>
    </sec>
    <sec id="sec-2">
      <title>Pavel Shvaiko</title>
      <p>Je´ro^me Euzenat
Ernesto Jime´nez-Ruiz
Oktie Hassanzadeh
Ca´ssia Trojahn
December 2022
3www.trentinodigitale.it
4www.seals-project.eu
5https://project-hobbit.eu/challenges/om2020/
6https://dwslab.github.io/melt/
7www.pistoiaalliance.org/projects/current-projects/ontologies-mapping
8research.ibm.com
9https://www.mn.uio.no/sirius/</p>
      <sec id="sec-2-1">
        <title>Organizing Committee</title>
        <sec id="sec-2-1-1">
          <title>Je´ro^me Euzenat,</title>
          <p>INRIA &amp; University Grenoble Alpes, France</p>
        </sec>
      </sec>
      <sec id="sec-2-2">
        <title>Program Committee</title>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>Hoa Ngo, CSIRO, Australia George Papadakis, University of Athens, Greece Henry Rosales-Me´ndez, University of Chile, Chile</title>
      <p>Booma Sowkarthiga, Microso, USA
Kavitha Srinivas, IBM, USA
Ludger van Elst, DFKI, Germany
Xingsi Xue, Fujian University of Technology, China
Ondrˇej Zamazal, Prague University of Economics, Czech Republic
Songmao Zhang, Chinese Academy of Sciences, China
Lu Zhou, TigerGraph, USA</p>
      <sec id="sec-3-1">
        <title>The impact of imbalanced class distribution on knowledge graphs matching</title>
        <p>Omaima Fallatah, Ziqi Zhang, Frank Hopfgartner . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1</p>
      </sec>
      <sec id="sec-3-2">
        <title>Exploring Wasserstein distance across concept embeddings for ontology matching</title>
        <p>Yuan An, Alex Kalinowski, Jane Greenberg . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13</p>
      </sec>
      <sec id="sec-3-3">
        <title>LamAPI: a comprehensive tool for string-based entity retrieval with type-base lters</title>
        <p>Roberto Avogadro, Marco Cremaschi, Fabio D’Adda,
Flavio De Paoli, Matteo Palmonari . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25</p>
      </sec>
      <sec id="sec-3-4">
        <title>BiodivTab: semantic table annotation benchmark construction, analysis, and new additions</title>
        <p>Nora Abdelmageed, Sirko Schindler, Birgitta Ko¨nig-Ries . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 37</p>
      </sec>
      <sec id="sec-3-5">
        <title>An eye on representation learning in ontology matching</title>
        <p>Guilherme Sousa, Rinaldo Lima, Ca´ssia Trojahn . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 49</p>
      </sec>
      <sec id="sec-3-6">
        <title>A simple standard for ontological mappings 2022: updates of data model and outlook</title>
        <p>Nicolas Matentzoglu, Joe Flack, John Graybeal, Nomi L. Harris,
Harshad B. Hegde, Charles T. Hoyt, Hyeongsik Kim, Sabrina Toro,
Nicole Vasilevsky, Christopher J. Mungall . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 61
Short Technical Papers</p>
      </sec>
      <sec id="sec-3-7">
        <title>Too big to match: a strategy around matching tasks for large taxonomies</title>
        <p>Alsayed Algergawy, Naouel Karam, Amir Laadhar, Franck Michel . . . . . . . . . . . . . . . . . . . . . . . . 67</p>
      </sec>
      <sec id="sec-3-8">
        <title>Self-learning ontological concept representation for searching and matching tasks</title>
        <p>Duy-Hoa Ngo, Bevan Koopman . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 73</p>
      </sec>
      <sec id="sec-3-9">
        <title>Matching pharmacogenomic knowledge: particularities, results, and perspectives</title>
        <p>Pierre Monnin, Adrien Coulet . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 79
OAEI Papers</p>
      </sec>
      <sec id="sec-3-10">
        <title>Results of the Ontology Alignment Evaluation Initiative 2022</title>
        <p>Mina Abd Nikooie Pour, Alsayed Algergawy, Patrice Buche,
Leyla J. Castro, Jiaoyan Chen, Hang Dong, Omaima Fallatah,
Daniel Faria, Irini Fundulaki, Sven Hertling, Yuan He, Ian Horrocks,
Martin Huschka, Liliana Ibanescu, Ernesto Jime´nez-Ruiz, Naouel Karam,
Amir Laadhar, Patrick Lambrix, Huanyu Li, Ying Li, Franck Michel, Engy Nasr,
Heiko Paulheim, Catia Pesquita, Tzanina Saveta, Pavel Shvaiko,
Ca´ssia Trojahn, Chantelle Verhey, Mingfang Wu, Beyza Yaman,
Ondrˇej Zamazal, Lu Zhou . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 84</p>
      </sec>
      <sec id="sec-3-11">
        <title>ALIN results for OAEI 2022</title>
        <p>Jomar da Silva, Kate Revoredo, Fernanda Baia˜ o, Cabral Lima . . . . . . . . . . . . . . . . . . . . . . . . . . . . 129</p>
      </sec>
      <sec id="sec-3-12">
        <title>A-LIOn - alignment learning through inconsistency negatives of the aligned ontologies</title>
        <p>Sarah M. Alghamdi, Fernando Zhapa-Camacho, Robert Hoehndorf . . . . . . . . . . . . . . . . . . . . . . . 137</p>
      </sec>
      <sec id="sec-3-13">
        <title>AMD results for OAEI 2022</title>
        <p>Zhu Wang . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 145</p>
      </sec>
      <sec id="sec-3-14">
        <title>ATBox results for OAEI 2022</title>
        <p>Sven Hertling, Heiko Paulheim . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 153</p>
      </sec>
      <sec id="sec-3-15">
        <title>Cross-lingual ontology matching with CIDER-LM: results for OAEI 2022</title>
        <p>Javier Vela, Jorge Gracia . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 158</p>
      </sec>
      <sec id="sec-3-16">
        <title>DLinker results for OAEI 2022</title>
        <p>Bill Happi, Ge´raud Fokou Pelap, Danai Symeonidou, Pierre Larmande . . . . . . . . . . . . . . . . . . . . 166</p>
      </sec>
      <sec id="sec-3-17">
        <title>GraphMatcher: a graph representation learning approach for ontology matching</title>
        <p>Seka Efeoglu . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 174</p>
      </sec>
      <sec id="sec-3-18">
        <title>KGMatcher+ results for OAEI 2022</title>
        <p>Omaima Fallatah, Ziqi Zhang, Frank Hopfgartner . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 181</p>
      </sec>
      <sec id="sec-3-19">
        <title>LogMap family participation in the OAEI 2022</title>
        <p>Ernesto Jime´nez-Ruiz . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 188</p>
      </sec>
      <sec id="sec-3-20">
        <title>LSMatch and LSMatch-multilingual results for OAEI 2022</title>
        <p>Abhisek Sharma, Archana Patel, Sarika Jain . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 191</p>
      </sec>
      <sec id="sec-3-21">
        <title>Matcha and Matcha-DL results for OAEI 2022</title>
        <p>Daniel Faria, Marta Contreiras Silva, Pedro Cotovio,
Patr´ıcia Euge´nio, Catia Pesquita . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 197</p>
      </sec>
      <sec id="sec-3-22">
        <title>SEBMatcher results for OAEI 2022</title>
        <p>Francis Gosselin, Amal Zouaq . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 202</p>
      </sec>
      <sec id="sec-3-23">
        <title>TOMATO: results of the 2022 OAEI evaluation campaign</title>
        <p>Philippe Roussille, Olivier Teste . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 210</p>
      </sec>
      <sec id="sec-3-24">
        <title>WomboCombo results for OAEI 2022</title>
        <p>Peter Kardos, Zsolt Sza´nto´, Richa´rd Farkas . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 216</p>
      </sec>
      <sec id="sec-3-25">
        <title>What should be the minimum requirements for making FAIR ontology alignments?</title>
        <p>Ca´ssia Trojahn, Nicolas Matentzoglu . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 220</p>
      </sec>
      <sec id="sec-3-26">
        <title>Towards a unied metadata model for semantic and data mappings</title>
        <p>Sarah Alzahrani, Declan O’Sullivan . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 223</p>
      </sec>
      <sec id="sec-3-27">
        <title>Meta2KG: transforming metadata to knowledge graphs</title>
        <p>Nora Abdelmageed, Birgitta Ko¨nig-Ries . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 226
Multifarm11 - extending the multifarm benchmark for Hindi language
Abhisek Sharma, Sarika Jain, Ca´ssia Trojahn . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 229</p>
      </sec>
    </sec>
  </body>
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