TY - JOUR
T1 - A domain specific sub-ontology derivation end-user tool for the Semantic Grid
AU - Uchibayashi, Toshihiro
AU - Apduhan, Bernady O.
AU - Shiratori, Norio
PY - 2014
Y1 - 2014
N2 - Sub-ontology, as the name implies, is a subset of an ontology tailored for a specific domain. Large-scale ontology data can be optimized by extracting the required sub-ontology. Sub-ontology extraction that reflects the user requirements is one method of addressing the issue. Here, sub-ontology extraction methods are called sub-ontology optimization schemes. In this paper, we develop a visual view for users to adopt sub-ontology extraction methods with a particular aim of providing users a front-end tool to perform a particular sub-ontology extraction. Likewise, we construct a Semantic Grid prototype environment to extract the sub-ontology and conducted preliminary evaluation through illustrations using the UMLS Semantic Network. Functional evaluations provided promising results to pursue further experiments and studies on the problem issue.
AB - Sub-ontology, as the name implies, is a subset of an ontology tailored for a specific domain. Large-scale ontology data can be optimized by extracting the required sub-ontology. Sub-ontology extraction that reflects the user requirements is one method of addressing the issue. Here, sub-ontology extraction methods are called sub-ontology optimization schemes. In this paper, we develop a visual view for users to adopt sub-ontology extraction methods with a particular aim of providing users a front-end tool to perform a particular sub-ontology extraction. Likewise, we construct a Semantic Grid prototype environment to extract the sub-ontology and conducted preliminary evaluation through illustrations using the UMLS Semantic Network. Functional evaluations provided promising results to pursue further experiments and studies on the problem issue.
KW - Semantic Grid
KW - Sub-ontology
KW - Sub-ontology extraction
KW - Visual end-user tool
UR - http://www.scopus.com/inward/record.url?scp=84901229398&partnerID=8YFLogxK
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U2 - 10.1007/s11235-013-9757-3
DO - 10.1007/s11235-013-9757-3
M3 - Article
AN - SCOPUS:84901229398
SN - 1018-4864
VL - 55
SP - 125
EP - 135
JO - Telecommunication Systems
JF - Telecommunication Systems
IS - 1
ER -