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
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