Software Reliability Qualitative Evaluation Method based on Bayesian Networks

摘要：

The correlative and uncertain relationship between software metrics and software reliability was analyzed. An approach for software reliability qualitative evaluation by using Bayesian networks was proposed. The rationale and process of this method were described in detail. The software reliability evaluation results were obtained by the causality reasoning. The proposed approach has been implemented in a case study. The experimental results constructed by the application process, key step and computational solution, showed that the approach was effective and could combine the expert experience, history data and various kinds of uncertain information to improve the modeling efficiency and validity, and provided a new method for software reliability evaluation.

关键词： qualitative evaluation software reliability Bayesian networks software metrics

作者: LI Qiu-ying JIANG Meng-cen LI Hai-feng LU Min-yan

作者单位: Dept.of System Engineering of Engineering Technology Beijing University of Aeronautics and Astronautics Beijing 100191,China

会议类型: 国际会议

会议名称: 2010 2nd International Conference on Education Technology and Computer(第二届IEEE教育技术与计算机国际会议 ICETC 2010)

会议地点: 上海

会议语种:英文

页码: 446-451

在线出版日期: 2010-06-22（万方平台首次上网日期，不代表论文的发表时间）