[1] Wang Yan, Chen Ming, Zhao Jianhui,. Retrieving reuse component based on semantic [J]. Journal of Southeast University (English Edition), 2007, 23 (3): 327-332. [doi:10.3969/j.issn.1003-7985.2007.03.003]

Copy

Retrieving reuse component based on semantic()

Share：

Journal of Southeast University (English Edition)[ISSN:1003-7985/CN:32-1325/N]

Volumn:

23

Issue:

2007 3

Page:

327-332

Research Field:

Computer Science and Engineering

Publishing date:

2007-09-30

Info

Title:

Retrieving reuse component based on semantic

Author(s):

Wang Yan;  Chen Ming;  Zhao Jianhui

Department of Computer Science and Technology, China University of Petroleum, Beijing 102249, China

Keywords:

domain ontology;  facet classification;  naï ve Bayes algorithm;  component matching;  component-based software development

PACS:

TP311

DOI:

10.3969/j.issn.1003-7985.2007.03.003

Abstract:

According to the current research status of component retrieval, the component description model based on facet classification is improved by adding semantic features.Furthermore, the component retrieval process model is put forward by combining the domain ontology with the relative concept match algorithm.A detailed illustration of a component reasoning engine and a component classification engine is given and the component classification algorithm is provided by using the Naive Bayes algorithm based on domain ontology.The experimental results show that the recall ratio and the precision ratio are obviously improved by using the method based on semantics, and demonstrate the feasibility and effectiveness of the proposed method.

References:

[1] Frakes W B, Pole T P.An empirical study of representation methods for reusable software components [J].IEEE Transactions on Software Engineering, 1994, 20(8):617-630.
[2] Mili H, Rada R, Wang W, et al.Practitioner and SoftClass:a comparative study of two software reuse research projects [J].Systems and Software, 1994, 27(5):147-170.
[3] Zaremski A M, Wing J M.Signature matching:a tool for using software libraries [J].ACM Transactions on Software Engineering and Methodology, 1995, 4(2):156-180.
[4] Zaremski A M, Wing J M.Specification matching for software components [J].ACM Transactions on Software Engineering and Methodology, 1997, 6(4):333-369.
[5] Podgurski A, Pierce L.Retrieving reusable software by sampling behavior [J].ACM Transactions on Software Engineering and Methodology, 1993, 2(3):286-303.
[6] Zhang Yong, Zhu Sanyuan, Qian Leqiu, et al.A matching model for software component classified in faceted scheme [J].Journal of Software, 2003, 14(3):401-408.(in Chinese)
[7] Chen Gang, Lu Ruqian, Jin Zhi.Constructing virtual domain ontologies based on domain knowledge reuse [J].Journal of Software, 2003, 14(3):350-355.(in Chinese)
[8] Gao Qiang, Zhang Xiaoming, Bian Xiaofan.The study of faceted classification scheme of the specific domain-based RSL[J].Computer Engineering and Applications, 2003, 39(30):82-84.(in Chinese)
[9] Soo Von-Wun, Lee Chen-Yu, Li Chung-Cheng, et al.Automated semantic annotation and retrieval based on sharable ontology and case-based learning techniques[C]//Proceedings of the Third ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL’03).Huston, 2003:61-72.

Memo

Memo:

Biographies: Wang Yan(1974—), female, lecturer, wyhbsh@yahoo.com.cn;Chen Ming(1949—), male, professor, chenming@cup.edu.cn.

Common functions