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User validation in ontology alignment: functional assessment and impact
Linköping University, Sweden.
Linköping University, Sweden; Sectra, Sweden.
Gulbenkian Science Institute, Portugal.
RISE Research Institutes of Sweden, Digital Systems, Industrial Systems. Linköping University, Sweden.
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2019 (English)In: Knowledge engineering review (Print), ISSN 0269-8889, E-ISSN 1469-8005, Vol. 34, article id e15Article in journal (Refereed) Published
Abstract [en]

User validation is one of the challenges facing the ontology alignment community, as there are limits to the quality of the alignments produced by automated alignment algorithms. In this paper, we present a broad study on user validation of ontology alignments that encompasses three distinct but inter-related aspects: the profile of the user, the services of the alignment system, and its user interface. We discuss key issues pertaining to the alignment validation process under each of these aspects and provide an overview of how current systems address them. Finally, we use experiments from the Interactive Matching track of the Ontology Alignment Evaluation Initiative 2015–2018 to assess the impact of errors in alignment validation, and how systems cope with them as function of their services.

Place, publisher, year, edition, pages
2019. Vol. 34, article id e15
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Computer Sciences
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URN: urn:nbn:se:ri:diva-63780DOI: 10.1017/s0269888919000080OAI: oai:DiVA.org:ri-63780DiVA, id: diva2:1733214
Available from: 2023-02-01 Created: 2023-02-01 Last updated: 2023-02-01Bibliographically approved

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CiteExportLink to record
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Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
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  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
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  • Other locale
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Output format
  • html
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