Ontology Summit 2021 Communiqué: Ontology generation and harmonization

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dc.contributor.authorBaclawski, Ken
dc.contributor.authorBennett, Michael
dc.contributor.authorBerg-Cross, Gary
dc.contributor.authorDickerson, Leia
dc.contributor.authorSchneider, Todd
dc.contributor.authorSeppälä, Selja
dc.contributor.authorSharma, Ravi
dc.contributor.authorSriram, Ram D.
dc.contributor.authorWesterinen, Andrea
dc.contributor.funderHorizon 2020en
dc.date.accessioned2022-07-07T11:39:54Z
dc.date.available2022-07-07T11:39:54Z
dc.date.issued2022-05-04
dc.date.updated2022-07-07T11:16:15Z
dc.description.abstractAdvances in machine learning and the development of very large knowledge graphs have accompanied a proliferation of ontologies of many types and for many purposes. These ontologies are commonly developed independently, and as a result, it can be difficult to communicate about and between them. To address this difficulty of communication, ontologies and the communities they serve must agree on how their respective terminologies and formalizations relate to each other. The process of coming into accord and agreement is called “harmonization.” The Ontology Summit 2021 examined the overall landscape of ontologies, the many kinds of ontology generation and harmonization, as well as the sustainability of ontologies. The Communiqué synthesizes and summarizes the findings of the summit as well as earlier summits on related issues. One of the major impediments to harmonization is the relatively poor quality of natural language definitions in many ontologies. The summit surveyed the state of the art in natural language definition development, based on lexicographic principles, as well as examples of ongoing projects that are explicitly dealing with harmonization and sustainability.en
dc.description.statusPeer revieweden
dc.description.versionAccepted Versionen
dc.format.mimetypeapplication/pdfen
dc.identifier.citationBaclawski, K., Bennett, M., Berg-Cross, G., Dickerson, L., Schneider, T., Seppälä, S., Sharma, R., Sriram, R. D. and Westerinen, A. (2022) 'Ontology Summit 2021 Communiqué: Ontology generation and harmonization', Applied Ontology, 17(2), pp. 233-248. doi: 10.3233/AO-220266en
dc.identifier.doi10.3233/AO-220266en
dc.identifier.endpage248en
dc.identifier.issn1570-5838
dc.identifier.issued2en
dc.identifier.journaltitleApplied Ontologyen
dc.identifier.startpage233en
dc.identifier.urihttps://hdl.handle.net/10468/13344
dc.identifier.volume17en
dc.language.isoenen
dc.publisherIOS Pressen
dc.relation.projectinfo:eu-repo/grantAgreement/EC/H2020::MSCA-COFUND-FP/713654/EU/Career Development Fellowships in the National Technology Centre Programme/Career-FITen
dc.rights© 2022, IOS Press. The definitive, peer reviewed and edited version of this article is published in Applied Ontology, 17(2), pp. 233-248. doi: 10.3233/AO-220266en
dc.subjectOntologyen
dc.subjectMachine learningen
dc.subjectDefinitionsen
dc.subjectSustainabilityen
dc.subjectHarmonizationen
dc.titleOntology Summit 2021 Communiqué: Ontology generation and harmonizationen
dc.typeArticle (peer-reviewed)en
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