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Study on dynamic structuring of knowledge sources for creativity support

Research Project

Project/Area Number 15200011
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent informatics
Research InstitutionThe University of Tokyo

Principal Investigator

HORI Koichi  The University of Tokyo, Research Center for Advanced Science and Technology, Professor, 先端科学技術研究センター, 教授 (40173611)

Co-Investigator(Kenkyū-buntansha) AKAISHI Mina  The University of Tokyo, Research Center for Advanced Science and Technology, Associate Professor, 先端科学技術研究センター, 助教授 (60273166)
TANAKA Katsuaki  The University of Tokyo, Research Center for Advanced Science and Technology, Research Associate, 先端科学技術研究センター, 助手 (80376657)
NAKAKOJI Kumiyo  The University of Tokyo, Research Center for Advanced Science and Technology, Specially Research Professor, 先端科学技術研究センター, 産学官連携研究員(特任教授) (00345133)
SHOJI Hiroko  Chuuou University, Fuculty of Science and Engineering, Associate Professor, 理工学部, 助教授 (30286174)
Project Period (FY) 2003 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥44,850,000 (Direct Cost: ¥34,500,000、Indirect Cost: ¥10,350,000)
Fiscal Year 2006: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2005: ¥13,650,000 (Direct Cost: ¥10,500,000、Indirect Cost: ¥3,150,000)
Fiscal Year 2004: ¥14,170,000 (Direct Cost: ¥10,900,000、Indirect Cost: ¥3,270,000)
Fiscal Year 2003: ¥13,520,000 (Direct Cost: ¥10,400,000、Indirect Cost: ¥3,120,000)
Keywordsknowledge structuring / creativity support / liquidization of knowledge / crystallization of knowledge / dynamic aspect of knowledge / design aid / artificial intelligence / 知識創造支援 / 文脈依存性 / 創造活動支援システム / 知識マネジメント / HCI / ヒューマンコンピュータインタラクション / インタラクションデザイン / 知能情報処理 / 知識処理 / インラクションデザイン
Research Abstract

We have studied the fundamental theory and the practical application of dynamic structuring of knowledge sources for creativity support.
There have been much work related to knowledge structuring. For example, in the community of Artificial Intelligence studies, much work has been done on so called data mining. In the data mining, technology to extract knowledge from data have been studied. However, there has been few work on dynamic restructuring of knowledge. Especially when we deal with the problem of creativity support, the dynamic aspect of knowledge change becomes important.
To achieve the dynamic restructuring of knowledge, we have proposed, in this study, the concept of liquidization and crystallization of knowledge representation. The liquidization means the process of knowledge representation into small fragments and giving additional representation to represent possible connections. The crystallization means the structuring process of knowledge representation.
Most of the previous studies have focused just on the crystallization process. Our original contribution is that we have found that the liquidization process is more difficult and important than the crystallization process.
We have given the fundamental theory to formalize the liquidization and crystallization of knowledge representation, and have applied the theory to the practical application. The application domain we have tried was artificial satellite design. The system we have implemented and named KNC (Knowledge Nebula Crystallizer) liquidized the document written in the satellite design process and crystallized new knowledge.

Report

(5 results)
  • 2006 Annual Research Report   Final Research Report Summary
  • 2005 Annual Research Report
  • 2004 Annual Research Report
  • 2003 Annual Research Report
  • Research Products

    (20 results)

All 2007 2006 2005 2004 Other

All Journal Article (16 results) Book (3 results) Publications (1 results)

  • [Journal Article] Connecting Keywords through Pointer Paths over the Web2006

    • Author(s)
      Mina Akaishi, et al.
    • Journal Title

      Lecture Notes in Computer Science 3847

      Pages: 115-129

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] 文書群に対する物語構造の動的分解・再構成フレームワーク2006

    • Author(s)
      赤石美奈
    • Journal Title

      人工知能学会論文誌 21・5

      Pages: 428-438

    • NAID

      10022006674

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] A Dynamic Decomposition and Recomposition Framework for Documents based on Narrative Structure Model2006

    • Author(s)
      Mina Akaishi
    • Journal Title

      Transacions of JSAI 21(5)

      Pages: 428-438

    • NAID

      10022006674

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Connecting keywords through pointer paths over the web2006

    • Author(s)
      Mina Akaishi
    • Journal Title

      Lecture Notes in Computer Science 3847

      Pages: 115-129

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Interactiondesign for scholarly writing2005

    • Author(s)
      K.Nakakoji, Y.Yamamoto, M.Akaishi, K.Hori
    • Journal Title

      Journal of New Review of Hypermedia and Multimedia 11・1

      Pages: 39-67

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Do knowledge assets really exist in the world and can we access such knowledge?2005

    • Author(s)
      Koichi Hori
    • Journal Title

      Lecture Notes in Computer Science 3359

      Pages: 1-13

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Discovering implicit relationships in a web of contexts2005

    • Author(s)
      Mina Akaishi, Nicolas Spyratos
    • Journal Title

      Lecture Notes in Computer Science 3359

      Pages: 175-188

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2004 Annual Research Report
  • [Journal Article] Interactiondesign for scholarly writing2005

    • Author(s)
      K.Nakakoji, Y.Yamamoto, M.Akaishi, K.Hori
    • Journal Title

      Journal of New Review of Hypermedia and Multimedia 11(1)

      Pages: 39-67

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Interaction design for scholarly writing : hypermedia structures as a means for creative knowledge work2005

    • Author(s)
      K.Nakakoji, Y.Yamamoto, M.Akaishi, K.Hori
    • Journal Title

      Journal of New Review of Hypermedia and Multimedia 11(1)

      Pages: 39-67

    • Related Report
      2005 Annual Research Report
  • [Journal Article] How can you facilitate concept articulation during job-hunting?2005

    • Author(s)
      Hiroko Shoji
    • Journal Title

      Proceedings of 2005 International Conference on Active Media Technology

      Pages: 107-111

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Do knowledge assets really exist in the world and can we access such knowledge? - Knowledge evoloves through a cycle of knowledge liquidaization and crystallization-2005

    • Author(s)
      Koichi Hori
    • Journal Title

      Lecture Notes in Computer Science 3359

      Pages: 1-13

    • Related Report
      2004 Annual Research Report
  • [Journal Article] S-Conart : an interaction method that facilitates concept articulation in shopping online2005

    • Author(s)
      Hiroko Shoji, Koichi Hori
    • Journal Title

      Al and Society 19(1)

      Pages: 65-83

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 知識創造過程を支援するための方法とシステムの研究2005

    • Author(s)
      綱谷重紀, 堀 浩一
    • Journal Title

      情報処理学会論文誌 46(1)

      Pages: 89-102

    • NAID

      110002768518

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Organic perspectives of knowledge management2004

    • Author(s)
      Koichi Hori, et al.
    • Journal Title

      Journal of Universal Computer Science 10・3

      Pages: 252-261

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Organic perspectives of knowledge management2004

    • Author(s)
      Koichi Hori, et al.
    • Journal Title

      Journal of Universal Computer Science 10(3)

      Pages: 252-261

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Organic perspectives of knowledge management : Knowledge evolution through a cycle of knowledge liquidization and crystallization2004

    • Author(s)
      Koichi Hori, Kumiyo Nakakoji, Yasuhiro Yamamoto, Jonathan Ostwald
    • Journal Title

      Journal of Universal Computer Science 10(3)

      Pages: 252-261

    • Related Report
      2004 Annual Research Report
  • [Book] 創造活動支援の理論と応用2007

    • Author(s)
      堀 浩一
    • Total Pages
      180
    • Publisher
      オーム社
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Book] Theory and Application of Creativity Support2007

    • Author(s)
      Koichi Hori
    • Total Pages
      180
    • Publisher
      Ohm-sha
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Book] 認知科学への招待:第5章 創造性(大津由紀雄, 波多野誼余夫 編)2004

    • Author(s)
      堀 浩一
    • Total Pages
      15
    • Publisher
      研究社
    • Related Report
      2004 Annual Research Report
  • [Publications] K.Hori, K.Nakakoji, Y.Yamamoto, J.Ostwald: "Organic Perspectives of Knowledge Management"Journal of Universal Computer Science. (掲載予定). (2004)

    • Related Report
      2003 Annual Research Report

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Published: 2003-04-01   Modified: 2016-04-21  

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