Using Domain Lexicon and Grammar for Ontology Matching

Francisco Quesada Real, Gabor Bella, Fiona Mcneill, Alan Bundy

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

There are multiple ontology matching approaches that use domain-specific background knowledge to match labels in domain ontologies or classifications. However, they tend to rely on lexical knowledge and do not consider the specificities of domain grammar. In this paper, we demonstrate the usefulness of both lexical and grammatical linguistic domain knowledge for ontology matching through examples from multiple domains. We also provide an evaluation of the impact of such knowledge on a real-world problem of matching classifications of mental illnesses from the health domain. Our experimentation with two matcher tools that use very different matching mechanisms - LogMap and SMATCH - shows that both lexical and grammatical knowledge improve matching results.
Original languageEnglish
Title of host publicationProceedings of the 15th International Workshop on Ontology Matching
EditorsPavel Shvaiko, Jérôme Euzenat, Ernesto Jiménez-Ruiz, Oktie Hassanzadeh, Cássia Trojahn
PublisherCEUR-WS.org
Pages1-12
Number of pages12
Publication statusPublished - 3 Nov 2020
EventThe Fifteenth International Workshop on Ontology Matching - A Virtual Conference, Athens, Greece
Duration: 2 Nov 20203 Nov 2020
http://om2020.ontologymatching.org/

Publication series

NameCEUR Workshop Proceedings
Volume2788
ISSN (Electronic)1613-0073

Workshop

WorkshopThe Fifteenth International Workshop on Ontology Matching
Abbreviated titleOM-2020
Country/TerritoryGreece
CityAthens
Period2/11/203/11/20
Internet address

Keywords

  • Ontology Matching
  • Domain-Knowledge
  • Domain Language
  • Domain Lexicon
  • Domain Grammar

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