Journal of Korean Society for Quality Management (품질경영학회지)
- Volume 27 Issue 2
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- Pages.263-276
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- 1999
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- 1229-1889(pISSN)
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- 2287-9005(eISSN)
An Empirical Study on Faults Prediction for Large Scale Telecommunication Software
대규모 통신 소프트웨어의 결함 수 예측에 관한 사례 연구
- Park, Young-Sik (Electronics & Telecommunication Research Institute) ;
- Yoon, Byeong-Nam (Electronics & Telecommunication Research Institute) ;
- Lim, Jae-Hak (Dept. of Accounting, Taejon Nat'l Univ. of Technology)
- Published : 1999.06.01
Abstract
In this paper, we consider the change request data collected from the system test of a large-scale telecommunication software and analyze the types and causes of failures. And we develop statistical models that incorporate a functional relation between the faults and some software metrics. To this end, we consider three possible regression models including a stepwise regression model and two nonlinear models. Three developed models are evaluated with respect to the predictive quality. We also discuss the advantage of proposed models and the application of our model to a new project.
Keywords