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A Study on Building Knowledge of the Secure Algorithms in the Non-Face to Face Transactions

Research Project

Project/Area Number 25330371
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Web informatics, Service informatics
Research InstitutionYamaguchi University

Principal Investigator

Takahashi Masakazu  山口大学, 技術経営研究科, 准教授 (20621105)

Co-Investigator(Kenkyū-buntansha) 津田 和彦  筑波大学, 大学院ビジネス科学研究科, 教授 (50302378)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2013: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords通信販売 / 不正検知 / パターン解析
Outline of Final Research Achievements

This study is focusing on the fraud transactions in the mail-order industry in Japan. Along with the market sales expansion of the target industry, not only the prompt but the correct detection method for the fraud is required.
Conventional detecting method of the fraud was based on the heuristic knowledge from the rank and file employees.
Based on the preliminary research of the credit reminder effect, we found the customer screening at the time of the order received was important. To make an efficient screening of the transaction for the safe transaction, we make use of the machine learning method to the transaction data. From the result of the study, some important parameters were found. These parameters are make use of detecting the target transactions.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (12 results)

All 2015 2014 2013

All Journal Article (3 results) (of which Peer Reviewed: 3 results,  Open Access: 1 results) Presentation (9 results) (of which Int'l Joint Research: 2 results)

  • [Journal Article] A Study on Effect Evaluation of Payment Method Change in the Mail-order Industry2014

    • Author(s)
      Masakazu Takahashi, Hiroaki Azuma and Kazuhiko Tsuda
    • Journal Title

      Procedia Computer Science

      Volume: 35 Pages: 871-878

    • DOI

      10.1016/j.procs.2014.08.254

    • Related Report
      2015 Annual Research Report 2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Building Knowledge of Customer Distinction for Safe Transaction in the Mail Order Industry2013

    • Author(s)
      Hiroaki Azuma, Masakazu Takahashi, Kenichi Yoshida, and Kazuhiko Tsuda
    • Journal Title

      Proceedings of The Second Asian Conference on Information Systems (ACIS 2013)

      Pages: 557-563

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Towards Early Detections of the Bad Debt Customers among the Mail Order Industry2013

    • Author(s)
      Masakazu Takahashi, and Kazuhiko Tsuda
    • Journal Title

      Electronic Business and Marketing, Springer Berlin Heidelberg

      Volume: Vo.484 Pages: 167-176

    • DOI

      10.1007/978-3-642-37932-1_12

    • ISBN
      9783642379314, 9783642379321
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] Understanding Customer Characteristic of the Payment Trends in the Mail Order Industry2015

    • Author(s)
      Hiroki Azuma, Masakazu Takahashi and Kazuhiko Tsuda
    • Organizer
      The 4th Asian Conference on Information Systems, IEEJ (電気学会)
    • Place of Presentation
      Penang, Malaysia
    • Year and Date
      2015-10-15
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Study on Deliberate Presumptions of Customer Payments with Reminder in the Absence of Face-to-face Contact Transactions2015

    • Author(s)
      Masakazu Takahashi, Hiroaki Azuma, and Kazuhiko Tsuda
    • Organizer
      KES2015 (Knowledge-Based and Intelligent Information & Engineering Systems)
    • Place of Presentation
      Singapore, Singapore
    • Year and Date
      2015-09-07
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 通信販売業における効果的な督促を行うための顧客区分抽出方法2015

    • Author(s)
      東弘樹,髙橋雅和,津田和彦
    • Organizer
      電気学会C部門 電子・情報・システム部門 情報システム研究会
    • Place of Presentation
      東京都文京区(筑波大)
    • Year and Date
      2015-07-10
    • Related Report
      2015 Annual Research Report
  • [Presentation] 通信販売業における受注経路の代金支払傾向の知識化に関する考察2015

    • Author(s)
      東弘樹,髙橋雅和,津田和彦
    • Organizer
      第29回人工知能学会全国大会,2G5-OS-25b-2
    • Place of Presentation
      北海道函館市(はこだて未来大学)
    • Year and Date
      2015-05-30
    • Related Report
      2015 Annual Research Report
  • [Presentation] A Study on the Effect Measurements of Credit Reminder in the Mail-order Industry2014

    • Author(s)
      Hiroki Azuma, Masakazu Takahashi, and Kazuhiko Tsuda
    • Organizer
      the Third Asian Conference on Information Systems
    • Place of Presentation
      Nha Trang, Viet Nam
    • Year and Date
      2014-12-01 – 2014-12-03
    • Related Report
      2014 Research-status Report
  • [Presentation] 通信販売業界における督促効果測定2014

    • Author(s)
      東弘樹,髙橋雅和,津田和彦
    • Organizer
      電気学会C部門 電子・情報・システム部門 情報システム技術委員会 情報システム研究会
    • Place of Presentation
      山口大学工学部
    • Year and Date
      2014-11-14
    • Related Report
      2014 Research-status Report
  • [Presentation] A Study on Effect Evaluation of Payment Method Change in the Mail-order Industry2014

    • Author(s)
      Masakazu Takahashi, Hiroaki Azuma and Kazuhiko Tsuda
    • Organizer
      18th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
    • Place of Presentation
      Gdynia, Poland
    • Year and Date
      2014-09-15 – 2014-09-17
    • Related Report
      2014 Research-status Report
  • [Presentation] Building Knowledge of Customer Distinction for Safe Transaction in the Mail Order Industry2013

    • Author(s)
      H Azuma, M Takahashi, K Yoshida, K Tsuda
    • Organizer
      The Second Asian Conference on Information Systems (ACIS2013)
    • Place of Presentation
      Phuket, Thailand
    • Related Report
      2013 Research-status Report
  • [Presentation] 言語処理技術を用いた通信販売の注文者情報の名寄せ手法の一考察2013

    • Author(s)
      津田和彦,髙橋雅和
    • Organizer
      第5回横幹連合コンファレンス,1C-2-2,システム科学フロンティアにおける新結合・創造(4) 社会サービスと参加型シミュレーション
    • Place of Presentation
      香川大学(高松市)
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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