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Competitiveness enhancement of a manufacturing systemthrough aggregating and integrating tacit knowledge

Research Project

Project/Area Number 20310087
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionAoyama Gakuin University (2011-2012)
Kyoto University (2008-2010)

Principal Investigator

MIZUYAMA Hajime  青山学院大学, 理工学部, 准教授 (40252473)

Project Period (FY) 2008 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥19,370,000 (Direct Cost: ¥14,900,000、Indirect Cost: ¥4,470,000)
Fiscal Year 2012: ¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2011: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2010: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2009: ¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2008: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Keywords暗黙知 / 集合知 / 生産システム / 予測市場 / 知識創造 / 意思決定支援 / 需要予測 / 合意形成 / 知覚マップ / マーケットメーカ / エージェントシミュレーション / 実験経済学
Research Abstract

This research project successfully developed several collective intelligence mechanisms for enhancing the competitiveness of a manufacturing system. Each of the mechanismsprovides an effective and efficient approach for producing valuable information or kno wledge, i.e., knowledge asset, through aggregating and integrating dispersed knowledge or intellectual capability from multiple stakeholders. The output knowledge asset can be a demand forecast, a delivery route, etc.

Report

(7 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report   Self-evaluation Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (44 results)

All 2013 2012 2011 2010 2009 2008 Other

All Journal Article (15 results) (of which Peer Reviewed: 13 results) Presentation (18 results) Book (5 results) Remarks (6 results)

  • [Journal Article] Prediction Market System Using VIPS, Gaussian Forecast Distribution and Batch-Updating Central Market Maker for Demand Forecasting2013

    • Author(s)
      H. Mizuyama
    • Journal Title

      Journal of Japan Industrial Management Association

      Volume: Vol.64, No.2E(to appear)

    • NAID

      10031197127

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 完全な記述が困難な最短経路問題への予測市場を用いた集合知援用の解法アプローチ2012

    • Author(s)
      水山 元
    • Journal Title

      人工知能学会論文誌

      Volume: Vol.27, No.6 Pages: 328-337

    • NAID

      130001885098

    • URL

      http://dx.doi.org/10.1527/tjsai.27.328

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 集合知に基づく予測ツールとしての予測市場技術とその需要予測への応用2010

    • Author(s)
      水山 元
    • Journal Title

      オペレーションズ・リサーチ

      Volume: Vol.55, No.4 Pages: 215-220

    • NAID

      110007610148

    • URL

      http://ci.nii.ac.jp/naid/110007610148

    • Related Report
      2012 Final Research Report
  • [Journal Article] A Prediction Market Approach to Facilitating Consensus Building among Supply Chain Partners2010

    • Author(s)
      H. Mizuyama and T. Komatsu
    • Journal Title

      E-Journal of Advanced Maintenance

      Volume: Vol.2, No.3 Pages: 149-159

    • URL

      http://www.jsm.or.jp/ejam/Vol.2.No.3/AA/24.html

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 可変区間型予測証券を用いた衆知集約型需要予測法のための間欠更新マーケットメーカ2010

    • Author(s)
      水山 元
    • Journal Title

      精密工学会誌

      Volume: Vol.76, No.3 Pages: 354-360

    • NAID

      130000336278

    • URL

      http://dx.doi.org/10.2493/jjspe.76.354

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Experimental Testing of Prediction Market System Using VIPS, Gaussian Price Density and a Weighted-Average Type Market Maker2010

    • Author(s)
      H. Mizuyama, M. Ueda, K. Asada and Y. Tagaya
    • Journal Title

      Journal of Japan Industrial Management Association

      Volume: Vol.60, No.6E Pages: 342-350

    • NAID

      110007605559

    • URL

      http://ci.nii.ac.jp/naid/110007605559

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 集合知に基づく予測ツールとしての予測市場技術とその需要予測への応用2010

    • Author(s)
      水山元
    • Journal Title

      オペレーションズ・リサーチ Vol.55, No.4

      Pages: 215-220

    • NAID

      110007610148

    • Related Report
      2010 Self-evaluation Report
  • [Journal Article] A Prediction Market Approach to Facilitating Consensus Building among Supply Chain Partners2010

    • Author(s)
      H.Mizuyama, T.Komatsu
    • Journal Title

      E-Journal of Advanced Maintenance Vol.2, No.3

      Pages: 149-159

    • Related Report
      2010 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] 可変区間型予測証券を用いた衆知集約型需要予測法のための間欠更新マーケットメーカ2010

    • Author(s)
      水山元
    • Journal Title

      精密工学会誌 Vol.76, No.3

      Pages: 354-360

    • NAID

      130000336278

    • Related Report
      2010 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] Experimental Testing of Prediction Market System Using VIPS, Gaussian Price Density and a Weighted-Average Type Market Maker2010

    • Author(s)
      H.Mizuyama, M.Ueda, K.Asada, Y.Tagaya
    • Journal Title

      Journal of Japan Industrial Management Association Vol.60, No.6E

      Pages: 342-350

    • NAID

      110007605559

    • Related Report
      2010 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] A Prediction Market Approach to Facilitating Consensus Building among Supply Chain Partners2010

    • Author(s)
      H.Mizuyama, T.Komatsu
    • Journal Title

      E-Journal of Advanced Maintenance

      Volume: 2 Pages: 149-159

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Experimental Testing of Prediction Market System Using VIPS, Gaussian Price Density and a Weighted-Average Type Market Maker2010

    • Author(s)
      水山元, M.Ueda, K.Asada, Y.Tagaya
    • Journal Title

      Journal of Japan Industrial Management Association 60

      Pages: 342-350

    • NAID

      110007605559

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 可変区間型予測証券を用いた衆知集約型需要予測法のための間欠更新マーケットメーカ2010

    • Author(s)
      水山元
    • Journal Title

      精密工学会誌 76

      Pages: 354-360

    • NAID

      130000336278

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 予測市場システムに基づく衆知集約型需要予測法の研究2008

    • Author(s)
      水山 元, 鎌田瑛介
    • Journal Title

      日本経営工学会論文誌

      Volume: Vol.59, No.4 Pages: 330-341

    • NAID

      110007521779

    • URL

      http://ci.nii.ac.jp/naid/110007521779

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 予測市場システムに基づく衆知集約型需要予測法の研究2008

    • Author(s)
      水山元,鎌田瑛介
    • Journal Title

      日本経営工学会論文誌 Vol.59, No.4

      Pages: 330-341

    • NAID

      110007521779

    • Related Report
      2010 Self-evaluation Report
    • Peer Reviewed
  • [Presentation] A Comparison between Choice Experiments and Prediction Markets for Collecting Preference Data in Conjoint Analysis2013

    • Author(s)
      H. Mizuyama
    • Organizer
      The 3rd International Symposium on Operations Management and Strategy: ISOMS 2013
    • Place of Presentation
      Osaka Japan
    • Year and Date
      2013-06-02
    • Related Report
      2012 Final Research Report
  • [Presentation] Design and Simulation-Based Testing of a Prediction Market System Using SIPS for Demand Forecasting2012

    • Author(s)
      H.Mizuyama
    • Organizer
      Proceedings of the International Conference on Advances in Production Management Systems: APMS 2012
    • Place of Presentation
      Rhodes Greece
    • Year and Date
      2012-09-26
    • Related Report
      2012 Final Research Report
  • [Presentation] A Knowledge-Driven Approach Using Prediction Markets for Planning and Marketing of a New Product2012

    • Author(s)
      H. Mizuyama
    • Organizer
      Proceedings of the 4th World Conference on Production and Operations Management
    • Place of Presentation
      Amsterdam the Netherlands
    • Year and Date
      2012-07-02
    • Related Report
      2012 Final Research Report
  • [Presentation] Modeling the Process of Creating Innovation and Improvement Ideas for a Manufacturing System by a Kaizen Team2011

    • Author(s)
      H.Mizuyama
    • Organizer
      International Conference on Advances in Production Management Systems : APMS 2011
    • Place of Presentation
      Stavanger Norway
    • Year and Date
      2011-09-27
    • Related Report
      2011 Annual Research Report
  • [Presentation] A Prediction Market Approach for Collectively Solving a Shortest Path Problem2011

    • Author(s)
      H.Mizuyama, R.Ten
    • Organizer
      International Symposium on Operations Management and Strategy 2011
    • Place of Presentation
      Yokohama Japan
    • Year and Date
      2011-06-19
    • Related Report
      2011 Annual Research Report
  • [Presentation] Prediction Market System Using SIPS and Generalized LMSR for Collective-Knowledge-Based Demand Forecasting2010

    • Author(s)
      H. Mizuyama and Y. Maeda
    • Organizer
      Proceedings of the 40th International Conference on Computers and Industrial Engineering
    • Place of Presentation
      Awaji Island Japan
    • Year and Date
      2010-07-27
    • Related Report
      2012 Final Research Report
  • [Presentation] Prediction Market System Using SIPS and Generalized LMSR for Collective-Knowledge-Based Demand Forecasting2010

    • Author(s)
      H.Mizuyama, Y.Maeda
    • Organizer
      Proceedings of the 40th International Conference on Computers and Industrial Engineering
    • Place of Presentation
      Awaji Island Japan, CD-ROM
    • Year and Date
      2010-07-27
    • Related Report
      2010 Self-evaluation Report
  • [Presentation] Prediction Market System Using SIPS and Generalized LMSR for Collective-Knowledge-Based Demand Forecasting2010

    • Author(s)
      H.Mizuyama, Y.Maeda
    • Organizer
      40th International Conference on Computers and Industrial Engineering
    • Place of Presentation
      Awaji Island Japan
    • Year and Date
      2010-07-27
    • Related Report
      2010 Annual Research Report
  • [Presentation] 組立セル改善活動における組織的知識創造プロセスの観察と分析2010

    • Author(s)
      水山元, 後藤佑樹
    • Organizer
      日本機械学会生産システム部門講演会2010講演論文集,pp.85-86
    • Place of Presentation
      東京
    • Year and Date
      2010-04-15
    • Related Report
      2010 Self-evaluation Report
  • [Presentation] A Prediction Market System Using VIPS for Collective-Knowledge-Based Demand Forecasting2009

    • Author(s)
      H.Mizuyama
    • Organizer
      Proceedings of the 20th International Conference on Production Research
    • Place of Presentation
      Shanghai China, CD-ROM
    • Year and Date
      2009-08-04
    • Related Report
      2010 Self-evaluation Report
  • [Presentation] A Prediction Market System Using VIPS for Collective-Knowledge-Based Demand Forecasting2009

    • Author(s)
      H.Mizuyama
    • Organizer
      The 20th International Conference on Production Research
    • Place of Presentation
      Shanghai China
    • Year and Date
      2009-08-04
    • Related Report
      2009 Annual Research Report
  • [Presentation] Laboratory Experiments of Demand Forecasting Process through Intra-Firm Prediction Market System Using VIPS2008

    • Author(s)
      M. Ueda, H. Mizuyama, K. Asada, Y. Tagaya
    • Organizer
      The 9th Asia-Pacific Industrial Engineering and Management Systems Conference
    • Place of Presentation
      Bali Indonesia
    • Year and Date
      2008-12-04
    • Related Report
      2008 Annual Research Report
  • [Presentation] Agent-Based Modeling and Simulation of Autonomous Small Groups Running Kaizen Activities in a Manufacturing System2008

    • Author(s)
      H. Mizuyama
    • Organizer
      Proceedings of the International Conference on Innovations in Networks: APMS 2008
    • Place of Presentation
      Espoo Finland
    • Year and Date
      2008-09-16
    • Related Report
      2012 Final Research Report
  • [Presentation] Agent-Based Modeling and Simulation of Autonomous Small Groups Running Kaizen Activities in a Manufacturing System2008

    • Author(s)
      H.Mizuyama
    • Organizer
      Proceedings of the International Conference on Innovations in Networks : APMS 2008, pp.387-396
    • Place of Presentation
      Espoo Finland
    • Year and Date
      2008-09-16
    • Related Report
      2010 Self-evaluation Report
  • [Presentation] Intra-Firm Prediction Market System Using VIPS for Demand Forecasting2008

    • Author(s)
      H. Mizuyama
    • Organizer
      The 3rd Workshop on Prediction Markets, in conjunction with ACM Conference on Electronic Commerce (EC'08)
    • Place of Presentation
      Chicago Illinois
    • Year and Date
      2008-07-09
    • Related Report
      2012 Final Research Report 2010 Self-evaluation Report
  • [Presentation] A Knowledge-Driven Approach Using Prediction Markets for Planning and Marketing of a New Product

    • Author(s)
      Hajime Mizuyama
    • Organizer
      The 4th World Conference on Production and Operations Management
    • Place of Presentation
      Amsterdam the Netherlands
    • Related Report
      2012 Annual Research Report
  • [Presentation] Design and Simulation-Based Testing of a Prediction Market System Using SIPS for Demand Forecasting

    • Author(s)
      Hajime Mizuyama
    • Organizer
      The International Conference on Advances in Production Management Systems: APMS 2012
    • Place of Presentation
      Rhodes Greece
    • Related Report
      2012 Annual Research Report
  • [Presentation] A Batch-Updating Central Market Maker with Gaussian Forecast Distribution for Prediction Market System Using VIPS for Demand Forecasting

    • Author(s)
      Hajime Mizuyama
    • Organizer
      The 2nd International Symposium on Operations Management and Strategy: ISOMS 2012
    • Place of Presentation
      Tokyo Japan
    • Related Report
      2012 Annual Research Report
  • [Book] How Innovation and Improvement Ideas Are Created for a Production System by a Kaizen Team: A Protocol Analysis, Advances in Production Management Systems: Value Networks: Innovation, Technologies, and Management2012

    • Author(s)
      H. Mizuyama, J. Frick and B.T. Laugen
    • Publisher
      Springer, Boston
    • Related Report
      2012 Final Research Report
  • [Book] How Innovation and Improvement Ideas Are Created for a Production System by a Kaizen Team: A Protocol Analysis, in Advances in Production Management Systems: Value Networks: Innovation, Technologies, and Management, Edited by J. Frick and B.T. Laugen2012

    • Author(s)
      Hajime Mizuyama
    • Publisher
      Springer
    • Related Report
      2012 Annual Research Report
  • [Book] Experimental Evaluation of Inventory-Based Discrete-Updating Market Maker for Intra-Firm Prediction Market System Using VIPS, Advances in Production Management Systems: New Challenges, New Approaches2010

    • Author(s)
      H. Mizuyama, M. Ueda, K. Asada and Y. Tagaya, B. Vallespir and T. Alix
    • Publisher
      Springer, Boston
    • Related Report
      2012 Final Research Report
  • [Book] Advances in Production Management Systems : New Challenges, New Approaches, (Experimental Evaluation of Inventory-Based Discrete-Updating Market Maker for Intra-Firm Prediction Market System Using VIPS)(Edited by B.Vallespir and T.Alix)2010

    • Author(s)
      H.Mizuyama, M.Ueda, K.Asada, Y.Tagaya
    • Publisher
      Springer
    • Related Report
      2010 Self-evaluation Report
  • [Book] Advances in Production Management Systems : New Challenges, New Approaches(Edited by B. Vallespir and T. Alix)2010

    • Author(s)
      H.Mizuyama, M.Ueda, K.Asada, Y.Tagaya
    • Publisher
      Springer
    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://www.collective-knowledge.net/b20310087/index.html

    • Related Report
      2012 Final Research Report
  • [Remarks] 暗黙知の集約・統合化による生産システムの競争力向上

    • URL

      http://www.collective-knowledge.net/b20310087/

    • Related Report
      2012 Annual Research Report
  • [Remarks]

    • URL

      http://www.collective-knowledge.net/b20310087/

    • Related Report
      2011 Annual Research Report
  • [Remarks] ホームページ

    • URL

      http://www.collective-knowledge.net/b20310087/index.html

    • Related Report
      2010 Self-evaluation Report
  • [Remarks]

    • URL

      http://www.collective-knowledge.net/b20310087/

    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://www.collective-knowledge.net/b20310087/

    • Related Report
      2009 Annual Research Report

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Published: 2008-04-01   Modified: 2019-07-29  

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