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논문검색

A Fuzzy-Rough Set Approach for Evaluating the Microfinance Performance of Bank

초록

영어

Microfinance has entered the phase of rapid development and it has become one of the most important businesses in commercial banks. This study set up an evaluation system based on the balanced scorecard and used the fuzzy-rough set approach to evaluate the microfinance performance. Firstly, this study designed the performance evaluation system from five dimensions according to the principals of balanced scorecard. It needs an objective and scientific method to allocate the weight of indicators of bank's microfinance evaluation system. How to overcome the fuzziness problem and lack of objectivity becomes the point of the research. Then this study used the fuzzy comprehensive evaluation method which is based on the rough set to determine the weight of indicators. Finally this study made an empirical study by using above method and got the fuzzy evaluation results. The effectiveness and practicability of the method were verified by the empirical results.

목차

Abstract
 1. Introduction
 2. Materials and Methods
  2.1. Build the Rough Set and Evaluation Set
  2.2. Determine the Comprehensive Weight of Wi
  2.3. Fuzzy Comprehensive Evaluation
 3. Construction of Performance Evaluation Model
 4. Empitical Research of Fuzzy Performance Evaluation
  4.1. The Result of First Grade Fuzzy Comprehensive Evaluation
  4.2. The Result of Second Grade Fuzzy Comprehensive Evaluation
  4.3. Comprehensive Evaluation
  4.4. Resultes and Discussion
 5. Summary
 References

저자정보

  • Qiguang Zhang School of Management, Harbin Institute of Technology, Haerbin 150001, China
  • Chong Wu School of Management, Harbin Institute of Technology, Haerbin 150001, China

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