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2009 Fiscal Year Final Research Report

Credit assessment method and system development for small-businesses' based on daily transaction data

Research Project

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Project/Area Number 19530324
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Business administration
Research InstitutionFukushima University

Principal Investigator

DONG Yanwen  Fukushima University, 共生システム理工学類, 教授 (90292458)

Project Period (FY) 2007 – 2009
Keywords経営情報 / 信用評価
Research Abstract

As almost all of models and methods for credit assessment published so far are based on financial data or stock price and investigation data, It is difficult to apply them to assess credit of minor and small businesses that do not disclose financial information. This study proposed some new approaches and systems to assess the customers' credit only based on daily transaction data such as sales, payments by customers, amount of overdue payment, etc. The performance and usefulness of the proposed approaches and systems has been confirmed by applying them to practical credit assessment problems. The proposed approaches and systems can indentify unsound customers very effectively and has also high ability to indentify healthy customers.

  • Research Products

    (15 results)

All 2010 2009 2008 2007 Other

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (12 results) Remarks (1 results)

  • [Journal Article] Application of Bagging for Solving Small-Businesses' Credit Assessment Problems Based On Daily Transaction Data2009

    • Author(s)
      DONG Yanwen
    • Journal Title

      中国管理信息化 No. 15

      Pages: 115-119

    • Peer Reviewed
  • [Journal Article] Development of A Customer Credit Evaluation System via Case-based Reasoning Approach2008

    • Author(s)
      Yanwen Dong
    • Journal Title

      ASIA-PACIFIC JOURNAL OF INDUSTRIAL MANAGEMENT Vol. 1, No. 1

      Pages: 1-7

    • Peer Reviewed
  • [Presentation] 決定木を用いた企業信用評価手法に関する研究2010

    • Author(s)
      兪春姫, 董彦文
    • Organizer
      日本ロジスティクスシステム学会第13回全国大会予稿集
    • Place of Presentation
      福島市
    • Year and Date
      20100605-20100607
  • [Presentation] ニューラルネットワークを用いた企業信用評価システムに関する研究2010

    • Author(s)
      〓希穎, 董彦文
    • Organizer
      日本ロジスティクスシステム学会第13回全国大会
    • Place of Presentation
      福島市
    • Year and Date
      2010-06-05
  • [Presentation] Application of Hybrid Method of Bagging and Case-Based Reasoning to Solve Small-Businesses' Credit Assessment Problems2009

    • Author(s)
      Yanwen Dong
    • Organizer
      The 10th Asia Pacific Industrial Engineering & Management Systems Conference (APIEMS 2009)
    • Place of Presentation
      Kitakyushu, Japan
    • Year and Date
      20091214-20091216
  • [Presentation] Application of Ant Colony System to Fuzzy Vehicle Routing Problem2009

    • Author(s)
      Yanwen DONG, Yoshiyuki HIGUCHI
    • Organizer
      The 2nd International Workshop on Institutional Supply Chain Management
    • Place of Presentation
      Xi'an China
    • Year and Date
      20090808-20090810
  • [Presentation] System Design and Operation of Real-Time Cost Management in Small and Medium Size Enterprise2009

    • Author(s)
      Yoshiyuki HIGUCHI, Yosinobu SATO, Yanwen DONG, Chun JIN
    • Organizer
      The 2nd International Workshop on Institutional Supply Chain Management
    • Place of Presentation
      Xi'an China
    • Year and Date
      20090808-20090810
  • [Presentation] Applying the Fuzzy Weighted Average to Evaluate Information Leakage Risk2009

    • Author(s)
      Ryoko Kobari, Yanwen Dong
    • Organizer
      The 2nd International Workshop on Institutional Supply Chain Management
    • Place of Presentation
      Xi'an China
    • Year and Date
      20090808-20090810
  • [Presentation] An Ant Colony Optimization Method for Fuzzy Vehicle Routing Problem2009

    • Author(s)
      Yanwen Dong, Kyoji Hoshino
    • Organizer
      The 20th International Conference on Production Research (ICPR20)
    • Place of Presentation
      Shanghai, China
    • Year and Date
      20090802-20090806
  • [Presentation] An Entropy Approach to Assessment of Small-Businesses' Credit Based On Daily Transaction Data2009

    • Author(s)
      Yanwen Dong, Xiying Hao
    • Organizer
      The 5th International Congress on Logistics and SCM Systems(ICLS 2009)
    • Place of Presentation
      Seoul, Korea
    • Year and Date
      20090602-20090605
  • [Presentation] ファジィ加重平均を用いた取引先信用評価手法に関する研究2008

    • Author(s)
      董彦文
    • Organizer
      日本ロジスティクスシステム学会第11回全国大会
    • Place of Presentation
      習志野市
    • Year and Date
      20080621-20080623
  • [Presentation] 日常業務データに基づく取引先信用評価のための評価指標選択に関する研究2007

    • Author(s)
      董彦文
    • Organizer
      日本経営工学会平成19年度秋季研究大会
    • Place of Presentation
      小樽市
    • Year and Date
      20071020-20071021
  • [Presentation] "An Application of Support Vector Machines in Small-Business Credit Scoring", Proceedings of The Second International Conference on Innovative Computing2007

    • Author(s)
      Yanwen Dong
    • Organizer
      Information and Control (ICICIC2007)
    • Place of Presentation
      Kumamoto, Japan
    • Year and Date
      20070905-20070907
  • [Presentation] A Case Based Reasoning System for Customer Credit Scoring : Comparative Study of Similarity Measure2007

    • Author(s)
      Yanwen Dong
    • Organizer
      Proceedings of The 51st Annual Meeting of the International Society for the Systems Sciences
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      20070805-20070810
  • [Remarks] ホームページ等

    • URL

      http://www.mise.sss.fukushima-u.ac.jp/

URL: 

Published: 2011-06-18   Modified: 2016-04-21  

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