• DocumentCode
    3389192
  • Title

    Cell Phone Based Microcredit Risk Assessment using Fuzzy Clustering

  • Author

    Sathe, Saket K. ; Desai, Uday B.

  • Author_Institution
    Dept. of Electr. Eng., Indian Inst. of Technol. Bombay, Mumbai
  • fYear
    2006
  • fDate
    38838
  • Firstpage
    233
  • Lastpage
    242
  • Abstract
    One of the key issue in microfinance is credit risk assessment. In this paper, exploiting fuzzy symbolic clustering, we have developed a fast turn around time microcredit risk scoring system. From field studies we identified a large number of parameters for credit risk assessment; most of them were subjective and thus our preference for fuzzy symbolic approach. We have proposed two cell phone based models to execute the developed microcredit risk assessment scheme. Experimental results are presented to validate our approach
  • Keywords
    cellular radio; finance; fuzzy set theory; pattern clustering; risk management; cell phone; credit risk assessment; fuzzy symbolic clustering; microcredit risk assessment; microcredit risk scoring system; microfinance; Cellular phones; Cities and towns; Costs; Delay effects; Economic indicators; Ethics; Fuzzy systems; Risk management; Security; Smart phones;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information and Communication Technologies and Development, 2006. ICTD '06. International Conference on
  • Conference_Location
    Berkeley, CA
  • Print_ISBN
    1-4244-0485-1
  • Electronic_ISBN
    1-4244-0485-1
  • Type

    conf

  • DOI
    10.1109/ICTD.2006.301843
  • Filename
    4085537