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<pre>
        DAO-XAI 2024
Data meets Applied Ontologies
      in Explainable AI

Proceedings of the 4th International Workshop on
Data meets Applied Ontologies in Explainable AI
                 (DAO-XAI 2024)
          Co-located with ECAI 2024
    Santiago de Compostela, Spain, October 19th, 2024




                       Edited by
           Roberto Confalonieri | Oliver Kutz
 Diego Calvanese | Dagmar Gromann | Andreas Holzinger
                                                                      PREFACE



   This volume contains the papers presented at the 4th International Workshop on Data meets Applied
Ontologies in Explainable AI (DAO-XAI 2024), held in Santiago de Compostela, Spain, on 19th of
October, 2024.
   DAO-XAI 2024 was the 4th edition of the Data meets Applied Ontologies series, a venue that provides
opportunities for stakeholders from the academia, industry, and public organisations to present their
latest developments in ontology-mediated data integration, data access and analysis techniques, and
data-driven applications. This 4th edition of the workshop series was dedicated to the role played by
knowledge representation, ontologies, and knowledge graphs in Explainable Artificial Intelligence, in
particular, to build trustworthy and explainable decision support systems. Previous editions were held
at JOWO 2017 and JOWO 2019, and DL 2021. The workshop was co-located with the 27th European
Conference on Artificial Intelligence, ECAI 2024.
   DAO-XAI 2024 offered an interesting and diverse program, which in addition to the technical papers,
included two invited talks by Martina Mattioli (Ca’ Foscari University of Venice, Italy) on “Understanding
XAI Through the Philosopher’s Lens: A Historical Perspective” and by Mehul Bhatt (Örebro University,
Sweden) on “Neurosymbolic Visual Commonsense”.
   We are very grateful to the Program Committee for their invaluable efforts in providing helpful and
informative reviews for all submissions in a timely fashion.

October 2024                                                                                                                               Roberto Confalonieri
                                                                                                                                           Oliver Kutz
                                                                                                                                           Diego Calvanese
                                                                                                                                           Dagmar Gromann
                                                                                                                                           Andreas Holzinger




DAO-XAI 2024: 4th International Workshop on Data meets Applied Ontologies in Explainable Artificial Intelligence, October 19,
2024, Santiago de Compostela, Spain
           © 2024 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0).
                                    ORGANISATION


We list below the people who contributed to the organization of the DAO-XAI 2024 workshop.


Program Chairs
   • Roberto Confalonieri, University of Padua, Department of Mathematics, Padova, Italy
   • Oliver Kutz, Free University of Bozen-Bolzano, Faculty of Engineering, Italy
   • Diego Calvanese, Free University of Bozen-Bolzano, Faculty of Engineering, Italy, and Umeå
     University, Department of Computing Science, Sweden
   • Dagmar Gromann, Centre for Translation Studies, University of Vienna, Austria
   • Andreas Holzinger, Department of Forest and Soil Sciences, Institute of Forest Engineering,
     University of Natural Resources and Applied Life Sciences, Vienna, Austria


Program Committee
   • Tiziano Dalmonte, Free University of Bozen-Bolzano, Italy
   • Pietro Galliani, Università degli Studi dell’Insubria, Italy
   • Anton Gnatenko, Free University of Bozen-Bolzano, Italy
   • Randy Goebel, University of Alberta, Canada
   • Mena Leemhuis, Free University of Bozen-Bolzano, Italy
   • Markus Löcher, Berlin Business School, Germany
   • Ernestina Menasalvas, UPM Madrid, Spain
   • Elena Romanenko, Free University of Bozen-Bolzano, Italy
   • Christin Seifert, University of Marburg, Germany

</pre>