Title :
An comprehensive rating model of manufacturing enterprise´s credit risk based on logistics finance
Author :
Jianfeng, Luo ; Tianshan, Ma
Author_Institution :
Fac. of Transp. Eng., Huaiyin Inst. of Technol., Huaian, China
Abstract :
This paper establishes a index system of manufacturing enterprise´s credit risk based on logistics finance, which includes product demand attrbute index, enterprise´s operation capability index, industry risk index. The qualitative index and quantitative index are measured by fuzzy evaluation (FE) method and principal components analysis (PCA) method respectively. Then the qualitative rating and quantitative rating are put forward, which weights are decided by analytic hierarchy process (AHP). Finally, the comprehensive evaluation rating model is set up, which combines subjectivity of FE and AHPwith the objectivity of PCA. The evaluation results are more objective and rational, compared to the usual method.
Keywords :
financial management; fuzzy set theory; logistics; principal component analysis; risk management; AHP; PCA; analytic hierarchy process; comprehensive rating model; credit risk; fuzzy evaluation method; logistics finance; manufacturing enterprise; principal components analysis; product demand attrbute index; Logistics; Manufacturing; Comprehensive Rating Model; Logistics Finance; fuzzy evaluation (FE); manufacturing enterprise´s Credit Risk; principal components analysis (PCA);
Conference_Titel :
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4244-7235-2
Electronic_ISBN :
978-1-4244-7237-6
DOI :
10.1109/ICCASM.2010.5622102