DocumentCode
2981698
Title
Laboratory equipment management and failure prediction system based on Web Service
Author
Jie, Wang ; Yu, Zeng
Author_Institution
Sch. of Manage., Capital Normal Univ., Beijing, China
fYear
2012
fDate
22-24 June 2012
Firstpage
469
Lastpage
471
Abstract
In this paper, we design and realize a laboratory equipment management and failure prediction system based on Web Service. We use decision tree and time series algorithm to provide users with effective decision support and failure prediction of laboratory equipment. Our prediction modules and equipment management modules can increase the management flexibility greatly. This system can also be applied to different equipment management environment. The improved system can be further promoted to be used in colleges, universities and other units.
Keywords
Web services; decision trees; educational technology; equipment evaluation; laboratories; time series; Web service; decision tree; effective decision support; failure prediction system; laboratory equipment management; management flexibility; time series algorithm; Web services; decision support; failure prediction; laboratory equipment management;
fLanguage
English
Publisher
ieee
Conference_Titel
Software Engineering and Service Science (ICSESS), 2012 IEEE 3rd International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4673-2007-8
Type
conf
DOI
10.1109/ICSESS.2012.6269506
Filename
6269506
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