Computer Engineering and Applications ›› 2010, Vol. 46 ›› Issue (36): 23-25.DOI: 10.3778/j.issn.1002-8331.2010.36.006

• 博士论坛 • Previous Articles     Next Articles

Application of D-S evidence theory in audit evidence fusion

CHEN Sheng-lei1,CHEN Geng1,XUE Hui2   

  1. 1.School of Information Science,Nanjing Audit University,Nanjing 211815,China
    2.School of Computer Science and Engineering,Southeast University,Nanjing 210096,China
  • Received:2010-10-08 Revised:2010-11-23 Online:2010-12-21 Published:2010-12-21
  • Contact: CHEN Sheng-lei

D-S证据理论在审计证据融合中的应用研究

陈圣磊1,陈 耿1,薛 晖2   

  1. 1.南京审计学院 信息科学学院,南京 211815
    2.东南大学 计算机科学与工程学院,南京 210096
  • 通讯作者: 陈圣磊

Abstract: It is difficult to interpret the uncertainty of audit conclusion by traditional probability.While D-S evidence theory is an effective means to deal with uncertainty.As a consequence,D-S evidence theory is applied to study the audit evidence fusion.For the fusion of audit evidence,the computation of basic probability assignment function based on triangle fuzzy membership function is proposed and the judgement rules for fused evidence are presented.The effectiveness of this method is demonstrated through an illustrative example.

Key words: evidence theory, audit evidence, evidence fusion, belief function, fuzzy membership

摘要: 古典概率难以解释审计判断的不确定性,而D-S证据理论是进行不确定性推理的有效方法,因此应用D-S证据理论进行审计证据融合的研究。针对审计证据的组合问题,提出了基于三角形模糊隶属度函数的基本概率分配函数计算方法,给出了证据组合结果的判决规则,并通过实例验证了该方法的有效性。

关键词: 证据理论, 审计证据, 证据融合, 信任函数, 模糊隶属度

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