Title :
Research on application of software defect analysis based on PCA
Author :
Song, Yu ; Wang, Xinhong
Author_Institution :
Dept. of Comput. Sci., North China Electr. Power Univ., Baoding, China
Abstract :
Software defect is an important factor that influences software quality. In this paper, we apply principal component analysis(PCA) to analyze the factors which lead to defects, and determine the important factors. In the process of software projects developing, we make use of the analysis results to improve the developing process. The results show that our method can avoid software defect effectively, and improve software quality.
Keywords :
principal component analysis; program testing; software engineering; PCA; principal component analysis; software defect analysis; software projects development; software quality; Knowledge engineering; Principal component analysis; Programming; Software; principal component analysis; software defect; software quality;
Conference_Titel :
Advanced Computer Theory and Engineering (ICACTE), 2010 3rd International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-6539-2
DOI :
10.1109/ICACTE.2010.5579464