A novel integrated AHP and MULTIMOORA method with interval-valued spherical fuzzy sets and single-valued spherical fuzzy sets to prioritize financial ratios for financial accounting fraud detection

被引:12
|
作者
Hamal, Serhan [1 ]
Senvar, Ozlem [1 ]
机构
[1] Marmara Univ, Dept Ind Engn, Istanbul, Turkey
关键词
Financial ratios; financial accounting fraud detection; single-valued spherical fuzzy sets (SVSFS); interval-valued spherical fuzzy sets (IVSFS); analytic hierarchy process (AHP); multi-objective optimization by a ratio analysis plus the full multiplicative form (MULTIMOORA); STATEMENT FRAUD; SELECTION; INFORMATION; EXTENSION; MODEL;
D O I
10.3233/JIFS-219195
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Many studies have used different financial ratios for financial accounting fraud detection. This study focuses on multicriteria decision-making (MCDM) for ranking 25 financial ratios with respect to six criteria in detecting financial accounting fraud using interval-valued spherical fuzzy sets (IVSFS) and single-valued spherical fuzzy sets (SVSFS) to overcome uncertainties in decision-making process of financial analysts. This study proposes an integrated Analytic Hierarchy Process (AHP) and Multi-Objective Optimization by a Ratio Analysis plus the Full Multiplicative Form (MULTIMOORA) approach using IVSFS and SVSFS. Comparative results are obtained and discussed in prioritization of financial ratios for both IVSFS and SVSFS.
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页码:337 / 364
页数:28
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