On Consumer Credit Scoring Based on Multi-criteria Fuzzy Logic

被引:1
|
作者
Chen Xinhui [1 ]
Qiao Zhong [1 ]
机构
[1] China Agr Univ, Coll Econ & Adm, Beijing 100083, Peoples R China
关键词
consumer credit; fuzzy logic; scoring;
D O I
10.1109/BIFE.2009.177
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
A lot of personal information should be provided to judge the condition of consumer credit; we find that personal datum is often not very accurate, further the relationship between personal datum and his credit-scoring can't be defined clearly. Some classical mathematical methods are not very applicable to uncertainty information and connection. But it is well-known that human brain is very good at disposal of fuzzy information. There is a recommendable method to use fuzzy inference rules to depict the working-pattern of human brain in reasoning based on uncertainty information. We give a multi-criteria fuzzy evaluation model of consumer credit-rating which is a new solution to consumer scoring. Finally an example is illustrated to show how to use it.
引用
收藏
页码:765 / 768
页数:4
相关论文
共 50 条
  • [21] A decision support system for coating selection based on fuzzy logic and multi-criteria decision making
    Athanasopoulos, Georgios
    Romeva Riba, Carles
    Athanasopoulou, Christina
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (08) : 10848 - 10853
  • [22] A review of fuzzy logic applied to credit scoring models
    Gomez Jaramillo, Sebastian
    [J]. CUADERNO ACTIVA, 2012, (03): : 37 - 44
  • [23] Fuzzy multi-criteria decision making based on fuzzy preference relation
    Lee, Hsuan-Shih
    Yeh, Chen-Huei
    [J]. KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS, 2008, 5178 : 980 - +
  • [24] Multi-criteria decision making using Fuzzy Logic and ATOVIC with application to manufacturing
    Yusuf, Hesham
    Panoutsos, George
    [J]. 2020 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2020,
  • [25] Cluster analysis and fuzzy logic in multi-criteria decision analysis - a case of production
    Stirn, LZ
    [J]. Proceedings of the 10th International Conference on Operational Research - KOI 2004, 2005, : 87 - 97
  • [26] A Multi-criteria Resource Selection Method for Software Projects Using Fuzzy Logic
    Callegari, Daniel Antonio
    Bastos, Ricardo Melo
    [J]. ENTERPRISE INFORMATION SYSTEMS-BK, 2009, 24 : 376 - 388
  • [27] Urban Redevelopment: A Multi-criteria Valuation Model Optimized through the Fuzzy Logic
    Morano, Pierluigi
    Locurcio, Marco
    Tajani, Francesco
    Guarini, Maria Rosaria
    [J]. COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2014, PT III, 2014, 8581 : 161 - +
  • [28] A multi-criteria and fuzzy logic based methodology for the relative ranking of the fire hazard of chemical substances and installations
    Paralikas, AN
    Lygeros, AI
    [J]. PROCESS SAFETY AND ENVIRONMENTAL PROTECTION, 2005, 83 (B2) : 122 - 134
  • [29] A Choquet integral based fuzzy logic approach to solve uncertain multi-criteria decision making problem
    Chen, Li
    Duan, Gang
    Wang, SuYun
    Ma, JunFeng
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2020, 149
  • [30] A General Type-2 Fuzzy Logic Based Approach for Multi-Criteria Group Decision Making
    Naim, Syibrah
    Hagras, Hani
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ - IEEE 2013), 2013,