Title :
Research about component library management based on decision tree
Author :
Yanhua Shao ; Mingsheng Zhang ; Liang, Jingkun
Author_Institution :
Coll. of Econ. & Manage., Guizhou Univ. for Nat., Guiyang, China
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; software libraries; software reusability; component library management system; data mining; decision tree; software component library management; software component retrieval management; Application software; Conference management; Data mining; Decision making; Decision trees; Information retrieval; Management information systems; Personnel; Software libraries; Technology management; component library; component retrieval; data mining; decision tree; software reuse;
Conference_Titel :
Networking and Digital Society (ICNDS), 2010 2nd International Conference on
Conference_Location :
Wenzhou
Print_ISBN :
978-1-4244-5162-3
DOI :
10.1109/ICNDS.2010.5479337