Please wait a minute...
New Technology of Library and Information Service  2012, Vol. 28 Issue (1): 27-33    DOI: 10.11925/infotech.1003-3513.2012.01.05
Current Issue | Archive | Adv Search |
Research on Knowledge Evolution Model of Intelligent IETM
Xue Jianwu, Gao Junping
School of Management, Northwestern Polytechnical University, Xi'an 710072, China
Download: PDF(1159 KB)   HTML  
Export: BibTeX | EndNote (RIS)      
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.
Key wordsOntology      Intelligent      IETM      Knowledge evolution model     
Received: 07 November 2011      Published: 26 February 2012
: 

TP391

 

Cite this article:

Xue Jianwu, Gao Junping. Research on Knowledge Evolution Model of Intelligent IETM. New Technology of Library and Information Service, 2012, 28(1): 27-33.

URL:

http://manu44.magtech.com.cn/Jwk_infotech_wk3/EN/10.11925/infotech.1003-3513.2012.01.05     OR     http://manu44.magtech.com.cn/Jwk_infotech_wk3/EN/Y2012/V28/I1/27

[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.
[1] Shiqi Deng,Liang Hong. Constructing Domain Ontology for Intelligent Applications: Case Study of Anti Tele-Fraud[J]. 数据分析与知识发现, 2019, 3(7): 73-84.
[2] Zhu Fu,Yuefen Wang,Xuhui Ding. Semantic Representation of Design Process Knowledge Reuse[J]. 数据分析与知识发现, 2019, 3(6): 21-29.
[3] Guangshang Gao. A Survey of User Profiles Methods[J]. 数据分析与知识发现, 2019, 3(3): 25-35.
[4] Ying Wang,Li Qian,Jing Xie,Zhijun Chang,Beibei Kong. Building Knowledge Graph with Sci-Tech Big Data[J]. 数据分析与知识发现, 2019, 3(1): 15-26.
[5] Li Qian,Jing Xie,Zhijun Chang,Zhenxin Wu,Dongrong Zhang. Designing Smart Knowledge Services with Sci-Tech Big Data[J]. 数据分析与知识发现, 2019, 3(1): 4-14.
[6] Changlei Fu,Li Qian,Huaping Zhang,Huaming Zhao,Jing Xie. Mining Innovative Topics Based on Deep Learning[J]. 数据分析与知识发现, 2019, 3(1): 46-54.
[7] Youshi He,Shufang He. Sentiment Mining of Online Product Reviews Based on Domain Ontology[J]. 数据分析与知识发现, 2018, 2(8): 60-68.
[8] Huihui Tang,Hao Wang,Zixuan Zhang,Xueying Wang. Extracting Names of Historical Events Based on Chinese Character Tags[J]. 数据分析与知识发现, 2018, 2(7): 89-100.
[9] Beibei Pang,Juanqiong Gou,Wenxin Mu. Extracting Topics and Their Relationship from College Student Mentoring[J]. 数据分析与知识发现, 2018, 2(6): 92-101.
[10] Shengchun Ding,Menglu Liu,Zhu Fu. Unified Multidimensional Model Based on Knowledge Flow in Conceptual Design[J]. 数据分析与知识发现, 2018, 2(2): 11-19.
[11] Haili Tu,Xiaobo Tang. Building Product Recommendation Model Based on Tags[J]. 数据分析与知识发现, 2017, 1(9): 28-39.
[12] Erjing Chen,Enbo Jiang. Review of Studies on Text Similarity Measures[J]. 数据分析与知识发现, 2017, 1(6): 1-11.
[13] Rujiang Bai,Fuhai Leng,Junhua Liao. An Improved Cosine Text Similarity Computing Method Based on Semantic Chunk Feature[J]. 数据分析与知识发现, 2017, 1(6): 56-64.
[14] Dan Wu,Chang Liu,Yi Li. Changing Sentiments of Pedestrian Navigation System Users[J]. 数据分析与知识发现, 2017, 1(5): 42-51.
[15] Liu Jian,Bi Qiang,Liu Qingxu,Wang Fu. New Content Recommendation Service of Digital Literature[J]. 现代图书情报技术, 2016, 32(9): 70-77.
  Copyright © 2016 Data Analysis and Knowledge Discovery   Tel/Fax:(010)82626611-6626,82624938   E-mail:jishu@mail.las.ac.cn