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Software reliability qualitative evaluation method based on Bayesian networks

  • Qiu Ying Li*
  • , Meng Cen Jiang
  • , Hai Feng Li
  • , Min Yan Lv
  • *此作品的通讯作者
  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

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.

源语言英语
主期刊名ICETC 2010 - 2010 2nd International Conference on Education Technology and Computer
V4446-V4451
DOI
出版状态已出版 - 2010
活动2010 2nd International Conference on Education Technology and Computer, ICETC 2010 - Shanghai, 中国
期限: 22 6月 201024 6月 2010

出版系列

姓名ICETC 2010 - 2010 2nd International Conference on Education Technology and Computer
4

会议

会议2010 2nd International Conference on Education Technology and Computer, ICETC 2010
国家/地区中国
Shanghai
时期22/06/1024/06/10

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