计算机科学 ›› 2011, Vol. 38 ›› Issue (4): 199-202.

• 软件工程 • 上一篇    下一篇

一种基于BP神经网络的软件需求分析风险评估模型的研究

肖魏娜,张为群,王玲玲   

  1. (西南大学计算机与信息科学学院 重庆400715)(重庆市智能软件与软件工程重点实验室 重庆400715)
  • 出版日期:2018-11-16 发布日期:2018-11-16
  • 基金资助:
    本文受重庆市自然科学基金项目(CSTC, 2006BA2003)资助。

Study on Evaluation Model of Software Requirement Analysis Risk Based on Neural Network

XIAO Wei-na,ZHANG Wei-qun,WANG Ling-ling   

  • Online:2018-11-16 Published:2018-11-16

摘要: 如何确定需求分析阶段潜在风险,并尽可能减少其带来的负面影响,是需求分析中的一个重要问题。提出了一套需求分析风险评估指标体系,在此基础上运用模糊理论与PP神经网络,建立了一种软件需求分析风险评佑模型,最后通过试验验证了该方法的可行性和有效性。

关键词: 需求分析,风险,模糊理论,BP神经网络

Abstract: It is an important problem that how to ascertain the potential risks of the requirement analysis phases and reduce its opposite forces as low as possible in requirement analysis. We proposed an evaluation model of software requirement analysis risk, which combines Fuzzy Logic with BP neural network based on index system of risk assessment of requirement analysis. At last, the results of experiment demonstrate the feasibility and validity of the approach.

Key words: Requirement analysis, Risk, Fuzzy logic, BP neural network

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