|
|
|
| Research on Knowledge Evolution Model of Intelligent IETM |
| Xue Jianwu, Gao Junping |
| School of Management, Northwestern Polytechnical University, Xi'an 710072, China |
|
|
|
|
Abstract According to IETM's application and the characteristics of the CSDB, this paper proposes a system building strategy that defines the mapping relationship between Ontology entities and DM instances to build the Ontology base with reusing the instance data in the CSDB. It focuses on the study of its knowledge evolution simultaneously in order to ensure the accuracy and timeliness of the information retrieval in intelligent IETM. Then,it designs the intelligent IETM's knowledge evolution model, in which the evolution of the Ontology base and instance base are resolved concurrently, and describes the processing procedures and the main functions of their evolution activities in detail. Finally,it illustrates the interactions between the evolution of both Ontology base and the instance base by adding a DM instance into the CSDB.
|
|
Received: 07 November 2011
Published: 26 February 2012
|
|
|
| [1] Khattak A M, Latif K, Lee S,et al.Ontogy Evolution:A Survey and Future Challenges[C].In: Proceedings of the 2nd International Conference on U and E Service,Science and Technology (UNESST 09),Jeju,Korea.2009:10-12.[2] Khattak A M,Pervez Z, Lee S,et al.After Effects of Ontology Evolution[C].In: Proceedings of the 5th International Conference on Future Information Technology (FutureTech).2010:1-6.[3] Noy N F, Klein M.Ontology Evolution: Not the Same as Schema Evolution[J].Knowledge and Information System,2004,6(4):428-440.[4] Stojanovic L.Methods and Tools for Ontolog Evolution[D]. Baden-Württemberg:University of Karlsruhe,2004.[5] Plessers P, Troyer O D, Casteeyn S.Understanding Ontology Evolution:A Change Detection Approach[J].Web Semantics:Science,Services and Agents on the World Wide Web,2007,5(1):39-49.[6] Liang Y D.Enabling Active Ontology Change Management Within Semantic Web-based Aplications[D]. University of Suthampton,2006.[7] Khattak A M, Latif K,Khan S,et al.Ontology Recovery and Visualization[C].In:Proceedings of the 4th International Conference on Next Generation Web Services Practices.2008:90-96.[8] Khattak A M, Latif K, Khan S, et al.Managing Change History in Web Ontologies [C].In: Proceedings of the 4th International Conference on Semantics,Knowledge and Grid.2008: 347-350.[9] Sassi N, Jaziri W, Gargouri F.Formalisation of Evolution Changes to Update Domain Ontolgies[C].In:Proceedings of the 19th International Arab Conference on Information Technology(ACIT'2008) ,Hammamet,Tunisia.2008.[10] Jaziri W.A Methodology for Ontology Evolution and Versioning[C].In: Proceedings of the 3rd Interational Conference on Advances in Semantic Processing.2009:15-21.[11] 董慧,姜赢,高巾,等.基于数字图书馆的本体演化和知识管理研究(I)-本体分子理论[J]. 情报学报 ,2009,28(3):323-330.[12] 董慧,姜赢,王菲,等.基于数字图书馆的本体演化和知识管理研究(II)-动态知识组织[J]. 情报学报 ,2009,28(4):483-491.[13] 董慧,姜赢,曾杰,等.基于数字图书馆的本体演化和知识管理研究(III)-动态知识描述[J]. 情报学报 ,2009,28(5):643-650.[14] 蔡丽宏,马静,吴一占,等.基于OWL的本体半自动化进化研究[J]. 情报学报 ,2011,30(1):56-60.[15] 蔡盈芳,黄磊.航空领域本体构建研究[J]. 情报学报 ,2010,29(2):223-231.[16] ASD,AIA,ATAS1000D.International Specification for Technical Publications Utilizing a Common Source Database[S].Issue4.0.1.ASD-AIA.Chapter3.9.5.1.2008.[17] Klein M,Fensel D.Ontology Versioning and Change Detection on the Web[C].In:Proceedingsof the 13th International Conference on Knowledge Engineering and Knowledge Management,SardilIia,Italia.2002:247-259.[18] ASD,AIA,ATAS1000D.International Specification for Technical Publications Utilizing a Common Source Database[S].Issue4.0.1.ASD-AIA.Chapter4.7.2008. |
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
| |
Shared |
|
|
|
|
| |
Discussed |
|
|
|
|
