Title :
A Knowledge Discovery Case Study of Software Quality Prediction: ISBSG Database
Author :
Wang, Xiao ; Zhang, Lingling ; Zhang, Yuehua ; Shi, Yong
Author_Institution :
Sch. of Manage., Grad. Univ. of Chinese Acad. of Sci., Beijing, China
fDate :
Aug. 31 2010-Sept. 3 2010
Abstract :
Software becomes more and more important in modern society. However, the quality of software is influenced by many un-trustworthy factors. This paper applies MCLP model on ISBSG database to predict the quality of software and reveal the relation between the quality and development attributes. The experimental result shows that the quality level of software can be well predicted by MCLP Model. Besides, several useful conclusions have been drawn from the experimental result.
Keywords :
data mining; linear programming; software quality; ISBSG database; MCLP model; kowledge discovery; multiple criteria linear programming; software quality prediction;
Conference_Titel :
Web Intelligence and Intelligent Agent Technology (WI-IAT), 2010 IEEE/WIC/ACM International Conference on
Conference_Location :
Toronto, ON
Print_ISBN :
978-1-4244-8482-9
Electronic_ISBN :
978-0-7695-4191-4
DOI :
10.1109/WI-IAT.2010.224
