DocumentCode
2028628
Title
Research on decision tree in component retrieval
Author
Shao, Yanhua ; Zhang, Mingsheng ; Xu, Shengnan
Author_Institution
Coll. of Econ. & Manage., Guizhou Univ. for Nat., Guiyang, China
Volume
5
fYear
2010
fDate
10-12 Aug. 2010
Firstpage
2290
Lastpage
2293
Abstract
To retrieve and extract the most satisfying among the library of components is important in component library management system. The general component retrieval system seldom provides information about respect of reused actually. Data mining technology provides a feasible approach to above problem. In the paper, how to use the application of classification method decision-tree-based to the component reuse was discussed. In accordance with the limitation of research on traditional software component library management, we proposed the idea to apply data mining technology to the management of software component, provided auxiliary decision support to the relevant personnel of the component library. Secondly, in accordance with actual application, built an applied model of software component retrieval management by data mining technology, and analyzed the execution step of the applied model. Lastly, the model had been verified through experiment, thus the feasibility and validity of this strategy had been verified.
Keywords
data mining; decision trees; object-oriented programming; pattern classification; software libraries; software management; software reusability; auxiliary decision support; classification method; component reuse; data mining technology; decision tree; software component library management; software component retrieval management; Classification algorithms; Cost accounting; Data mining; Data models; Decision trees; Libraries; Software; component library; component retrieval; data mining; decision tree; software reuse;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
Conference_Location
Yantai, Shandong
Print_ISBN
978-1-4244-5931-5
Type
conf
DOI
10.1109/FSKD.2010.5569310
Filename
5569310
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