A study of software reliability growth model for time-dependent learning effects

Kuei-Chen Chiu

研究成果: Conference contribution

6 引文 斯高帕斯(Scopus)

摘要

This paper considered time-dependent learning effects in the software reliability growth model which Chiu et al. (2008) provided from the perspective of learning effects and would be able to reasonably describe the S-shaped and exponential-shaped types of behaviors simultaneously, and had better performance in fitting different data with consideration of a constant learning effect to enhance the model. This study assumed learning effects were depend on the process time and improved the model with linear-learning effect and exponential-learning effect to discuss when and what learning effects would occur in the software development process. This paper also verified the effectiveness of the proposed model with R square (Rsq) and compared with other models by using the comparison criteria with real data set. The results revealed that the proposed model shows good fitting in the data set which software development process exists time-dependent learning effects.

原文English
主出版物標題2012 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2012
發行者IEEE Computer Society
頁面1015-1019
頁數5
ISBN(列印)9781467329453
DOIs
出版狀態Published - 2012 一月 1
事件2012 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2012 - Hong Kong, China
持續時間: 2012 十二月 102012 十二月 13

出版系列

名字IEEE International Conference on Industrial Engineering and Engineering Management
ISSN(列印)2157-3611
ISSN(電子)2157-362X

Other

Other2012 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2012
國家/地區China
城市Hong Kong
期間12-12-1012-12-13

All Science Journal Classification (ASJC) codes

  • 商業、管理和會計(雜項)
  • 工業與製造工程
  • 安全、風險、可靠性和品質

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