UMLS to DBPedia link discovery through circular resolution.

Journal: Journal of the American Medical Informatics Association : JAMIA
Published Date: Jul 1, 2018

Abstract

OBJECTIVE: The goal of this work is to map Unified Medical Language System (UMLS) concepts to DBpedia resources using widely accepted ontology relations from the Simple Knowledge Organization System (skos:exactMatch, skos:closeMatch) and from the Resource Description Framework Schema (rdfs:seeAlso), as a result of which a complete mapping from UMLS (UMLS 2016AA) to DBpedia (DBpedia 2015-10) is made publicly available that includes 221 690 skos:exactMatch, 26 276 skos:closeMatch, and 6 784 322 rdfs:seeAlso mappings.

Authors

  • John Cuzzola
    Laboratory for Systems, Software and Semantics (LS3), Ryerson University, Ontario, Canada(1). Electronic address: jcuzzola@ryerson.ca.
  • Ebrahim Bagheri
    Laboratory for Systems, Software and Semantics (LS3), Ryerson University, Ontario, Canada(1). Electronic address: bagheri@ryerson.ca.
  • Jelena Jovanović
    Faculty of Organizational Sciences (FOS), University of Belgrade, Belgrade, Serbia(2). Electronic address: jeljov@gmail.com.

Keywords

External Resources

Popular Topics
Recent Journals