TY - GEN
T1 - Experiments and functional analysis in integrating sub-ontology extraction and tailoring
AU - Uchibayashi, Toshihiro
AU - Apduhan, Bernady O.
AU - Shiratori, Norio
PY - 2011/9/5
Y1 - 2011/9/5
N2 - A sub-ontology extracted from its base ontology data contains only the concepts and relationships pertaining to the information required by the user. Sub-ontology extraction and sub-ontology tailoring are then viewed as possible solutions to efficiently utilize large-scale ontology data sparsely distributed on a Semantic Grid environment. This shall contribute to reduce the communication overhead in transporting the ontology data, increase the processing performance, improve the reliability in aggregating the required ontology/sub-ontology, and improve the tailoring process of sub-ontology reuse. This paper discussed preliminary experiments as a showcase to illustrate sub ontology extraction and tailoring on a prototype Semantic Grid environment. Functional analysis and discussion of the results are described.
AB - A sub-ontology extracted from its base ontology data contains only the concepts and relationships pertaining to the information required by the user. Sub-ontology extraction and sub-ontology tailoring are then viewed as possible solutions to efficiently utilize large-scale ontology data sparsely distributed on a Semantic Grid environment. This shall contribute to reduce the communication overhead in transporting the ontology data, increase the processing performance, improve the reliability in aggregating the required ontology/sub-ontology, and improve the tailoring process of sub-ontology reuse. This paper discussed preliminary experiments as a showcase to illustrate sub ontology extraction and tailoring on a prototype Semantic Grid environment. Functional analysis and discussion of the results are described.
KW - Ontology
KW - Ontology tailoring
KW - Optimization schemes
KW - Sub-ontology
UR - http://www.scopus.com/inward/record.url?scp=80052234792&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=80052234792&partnerID=8YFLogxK
U2 - 10.1109/ICCSA.2011.71
DO - 10.1109/ICCSA.2011.71
M3 - Conference contribution
AN - SCOPUS:80052234792
SN - 9780769544045
T3 - Proceedings - 2011 International Conference on Computational Science and Its Applications, ICCSA 2011
SP - 143
EP - 149
BT - Proceedings - 2011 International Conference on Computational Science and Its Applications, ICCSA 2011
T2 - 11th International Conference on Computational Science and Its Applications, ICCSA 2011
Y2 - 20 June 2011 through 23 June 2011
ER -