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
Link To Document