Research about component library management based on decision tree

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....

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Bibliographic Details
Main Authors: Yanhua Shao, Mingsheng Zhang, Jingkun Liang
Format: Conference Proceeding
Language:English
Subjects:
Application software
component library
component retrieval
Conference management
Data mining
Decision making
decision tree
Decision trees
Information retrieval
Management information systems
Personnel
Software libraries
software reuse
Technology management
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Summary: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.
DOI:10.1109/ICNDS.2010.5479337