• DocumentCode
    265102
  • Title

    A Guiding Framework for Ontology Reuse in the Biomedical Domain

  • Author

    Shah, Tejal ; Rabhi, Fethi ; Ray, Priyadip ; Taylor, Kerry

  • Author_Institution
    CSE, UNSW, NSW, Australia
  • fYear
    2014
  • fDate
    6-9 Jan. 2014
  • Firstpage
    2878
  • Lastpage
    2887
  • Abstract
    Though recent research has established the inter-dependencies between several medical and oral health conditions, e-Health systems for medical and oral domains have been designed and implemented to operate independently. Such disparate systems coupled with different data capture and storage formats have led to the formation of medical-dental silos. In this paper, we advocate development of a knowledge base of formal ontology and rules that can help in reducing such silos. For this purpose, we argue that a cross-domain ontology of medical and oral health concepts should be developed by reusing SNOMED-CT. In order to prevent the replication of some of the inherent problems of SNOMED-CT in the resultant ontology, we have further developed a novel guiding framework for steering through the development process. We anticipate that it will function as a generic framework to guide the development of any biomedical ontology that needs to reuse an ontology such as SNOMED-CT.
  • Keywords
    dentistry; knowledge based systems; medical information systems; ontologies (artificial intelligence); SNOMED-CT reuse; biomedical domain; biomedical ontology development; cross-domain ontology; data capture format; data storage format; e-health systems; formal ontology reuse guiding framework; generic framework; knowledge base; medical conditions; medical-dental silos; oral domain; oral health conditions; Dentistry; Medical diagnostic imaging; OWL; Ontologies; Semantics; Terminology; OWL; Ontology; SNOMED CT; SWRL; biomedical ontologies; cross-domain ontology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    System Sciences (HICSS), 2014 47th Hawaii International Conference on
  • Conference_Location
    Waikoloa, HI
  • Type

    conf

  • DOI
    10.1109/HICSS.2014.360
  • Filename
    6758960