• DocumentCode
    339650
  • Title

    Structural analysis of audit evidence using belief functions

  • Author

    Srivastava, R.P. ; Hai Lu

  • Author_Institution
    Kansas Univ., Lawrence, KS, USA
  • Volume
    Track6
  • fYear
    1999
  • fDate
    5-8 Jan. 1999
  • Abstract
    This article performs two types of analysis using Dempster-Shafer theory of belief functions for evidential reasoning. The first analysis deals with the the impact of the structure of audit evidence on the overall belief at each variable in the network, variables being the account balance to be audited, the related transaction streams, and the associated audit objectives. The second analysis deals with the impact of the relationship (logical "and"" and "algebraic relationship") among various variables in the network on the overall belief. For our first analysis we change the evidential structure from a network to a tree and determine its impact.
  • Keywords
    auditing; belief maintenance; case-based reasoning; planning (artificial intelligence); Dempster-Shafer theory; algebraic relationship; audit evidence; audit objectives; belief functions; evidential reasoning; planning; sensitivity analysis; structural analysis; transaction streams; Computational efficiency; Computer networks; Cost accounting; Financial management; Hip; Performance evaluation; Reactive power; Read only memory; Sensitivity analysis; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems Sciences, 1999. HICSS-32. Proceedings of the 32nd Annual Hawaii International Conference on
  • Conference_Location
    Maui, HI, USA
  • Print_ISBN
    0-7695-0001-3
  • Type

    conf

  • DOI
    10.1109/HICSS.1999.772638
  • Filename
    772638