TY - GEN
T1 - Automated ontology selection based on description logic
AU - Wang, Xiaodong
AU - Guo, Lei
AU - Fang, Jun
PY - 2008
Y1 - 2008
N2 - With the widespread use of Ontology and extension of Ontology repositories, there come deficiencies on Ontology Selection. The deficiencies are mainly low automated level and absence of Ontological knowledge in the selection criteria. To fill the gaps, we propose a Description Logic based Automated Ontology Selection Framework (DL-AOSF), which consists of automated components and is designed to be suitable for various application scenarios. The core algorithm of DL-AOSF adopts dual criteria, viz. topic coverage and knowledge richness, to comprehensively assess the satisfaction of candidates with concrete application information need. Distinguishing from other Ontology selections, DL-AOSF implements the knowledge richness criteria on semantic level, by using knowledge-driven Ontology modularization technique and DL reasoning. The preliminary experimental results indicate DL-AOSF is valid and promising.
AB - With the widespread use of Ontology and extension of Ontology repositories, there come deficiencies on Ontology Selection. The deficiencies are mainly low automated level and absence of Ontological knowledge in the selection criteria. To fill the gaps, we propose a Description Logic based Automated Ontology Selection Framework (DL-AOSF), which consists of automated components and is designed to be suitable for various application scenarios. The core algorithm of DL-AOSF adopts dual criteria, viz. topic coverage and knowledge richness, to comprehensively assess the satisfaction of candidates with concrete application information need. Distinguishing from other Ontology selections, DL-AOSF implements the knowledge richness criteria on semantic level, by using knowledge-driven Ontology modularization technique and DL reasoning. The preliminary experimental results indicate DL-AOSF is valid and promising.
KW - Description Logic (DL)
KW - Modularization
KW - Ontology selection
KW - Reasoning
UR - http://www.scopus.com/inward/record.url?scp=51049119415&partnerID=8YFLogxK
U2 - 10.1109/CSCWD.2008.4537026
DO - 10.1109/CSCWD.2008.4537026
M3 - 会议稿件
AN - SCOPUS:51049119415
SN - 9781424416509
T3 - Proceedings of the 2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD
SP - 482
EP - 487
BT - Proceedings of the 2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD
T2 - 2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD
Y2 - 16 April 2008 through 18 April 2008
ER -