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Ontology Reuse: the Real Test of Ontological Design. (arXiv:2205.02892v2 [cs.SE] UPDATED)
July 7, 2022, 1:11 a.m. | Piotr Sowinski, Katarzyna Wasielewska-Michniewska, Maria Ganzha, Marcin Paprzycki, Costin Badica
cs.CL updates on arXiv.org arxiv.org
Reusing ontologies in practice is still very challenging, especially when
multiple ontologies are (jointly) involved. Moreover, despite recent advances,
the realization of systematic ontology quality assurance remains a difficult
problem. In this work, the quality of thirty biomedical ontologies, and the
Computer Science Ontology are investigated, from the perspective of a practical
use case. Special scrutiny is given to cross-ontology references, which are
vital for combining ontologies. Diverse methods to detect potential issues are
proposed, including natural language processing and …
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