DocumentCode :
2539374
Title :
A Data Mining Framework Based on XML
Author :
Wei, Hongchang ; Wang, Zhijuan ; Yu, Lili ; Ban, Yameng
Author_Institution :
Dept. of Software Eng., ShiJia.Zhuang Inf. Eng. Vocational Coll., Shijiazhuang, China
fYear :
2012
fDate :
12-14 Oct. 2012
Firstpage :
489
Lastpage :
492
Abstract :
The proposed framework is based upon a concept of building a configuration-driven data mining tool in which the maintenance decisions of aircrafts´ components are driven by configuration metadata. We seek to address a key design goal of building a generic framework that can be easily instantiated for various CBM applications. This design goal, in turn, raises the challenges of building a system that features modularity, extendibility, and maintainability. To meet this design goal, we adopted a layered architecture for the proposed framework.
Keywords :
XML; aerospace components; aerospace computing; aircraft maintenance; condition monitoring; data mining; software architecture; CBM applications; XML; aircraft components; configuration metadata; configuration-driven data mining tool; data mining framework; key design goal; layered architecture; maintenance decisions; Aircraft; Algorithm design and analysis; Data mining; Maintenance engineering; Prototypes; Software; XML; CBM; configuration; data mining;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Business Computing and Global Informatization (BCGIN), 2012 Second International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4673-4469-2
Type :
conf
DOI :
10.1109/BCGIN.2012.133
Filename :
6382574
Link To Document :
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