Title :
Research about component retrieval based on data mining
Author :
Mei, Meng ; Li, Baozhen ; Ke, Wei
Author_Institution :
Dept. of Electromech. Eng., Ocean Coll. of Hebei Agric. Univ., Qinhuangdao, China
Abstract :
Aiming at the limitation of retrieving and extracting the most satisfying components in the component library, data mining technology was applied to retrieve component in the paper. Firstly, how to use the application of classification method decision-tree-based to the component reuse was discussed. Secondly, we the idea to apply data mining technology to the management of software component was proposed, which provided auxiliary decision support to the relevant personnel of the component library. Thirdly, an applied model of software component retrieval management by data mining technology was built. Lastly, the model had been verified through experiment, thus the feasibility and validity of this strategy had been verified.
Keywords :
data mining; decision support systems; decision trees; information retrieval; pattern classification; software libraries; auxiliary decision support; component library; data mining technology; decision tree based classification method; software component retrieval management; Classification algorithms; Cost accounting; Data mining; Data models; Decision trees; Libraries; Software; component retrieval; data mining; decision tree algorithm; software component;
Conference_Titel :
Uncertainty Reasoning and Knowledge Engineering (URKE), 2011 International Conference on
Conference_Location :
Bali
Print_ISBN :
978-1-4244-9985-4
Electronic_ISBN :
978-1-4244-9984-7
DOI :
10.1109/URKE.2011.6007927
