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A Mechanism for Learning and Invention by using Graph-Reduction

Research Project

Project/Area Number 06680344
Research Category

Grant-in-Aid for General Scientific Research (C)

Allocation TypeSingle-year Grants
Research Field Intelligent informatics
Research InstitutionTokyo Institute of Technology

Principal Investigator

NUMAO Masayuki  Tokyo Institute of Technology, Graduate School of Infomation Science and Engineering, Associate Professor, 大学院・情報理工学研究科, 助教授 (30198551)

Project Period (FY) 1994 – 1995
Project Status Completed (Fiscal Year 1995)
Budget Amount *help
¥2,200,000 (Direct Cost: ¥2,200,000)
Fiscal Year 1995: ¥1,400,000 (Direct Cost: ¥1,400,000)
Fiscal Year 1994: ¥800,000 (Direct Cost: ¥800,000)
KeywordsInvention / Machine Learning / Computer Network / Predicate Logic / Equivalent Transformation Theory / Creative Engineering / 創造 / アナロジー / 学習 / 人工知能 / 発想
Research Abstract

We propose a cooperative system of human beings and computers, called Global Intelligence (GI). Human workers in GI are supported by a computer system called GIANT (GI Associating NeTwork), which consists of an inference mechanism by using a dynamically transforming network, and has a learning mechanism by adjusting a weight on each link in the network. After showing their structures and experiments, we point out that we can construct an interesting model of intelligence not only by analyzing a Society of Mind, but also by synthesizing Mind of a Society.

Report

(3 results)
  • 1995 Annual Research Report   Final Research Report Summary
  • 1994 Annual Research Report
  • Research Products

    (20 results)

All Other

All Publications (20 results)

  • [Publications] 沼尾 正行: "Indnctively Speeding Up LP" Machine Intelligence. 13. 371-385 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] 沼尾 正行: "複数の情報媒体を用いた学習" 人工知能学会誌. 9. 837-842 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] 大谷 紀子: "複数の情報媒体を用いた学習の過程" 認知科学. 2. 72-85 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] 沼尾 正行: "A Leavning Mechanism for LP" Machine Intelligence. 15. (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] Chowdhury R.M.: "Top-down Induction of Recuvsive Programs" Advances in ILP. 236-253 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] 沼尾 正之: "Global Intelligenceの構想" 情報処理学会研究報告. 95-AI-100. 7-12 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] (財)日本情報処理開発協会編: "AI白書'94" コンピュータエージ社, 287 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] 沼尾正行他: "A leaming mechanism for logic Programs" Machine Intelligence. 15. (1996)

    • Related Report
      1995 Annual Research Report
  • [Publications] Chowdhury,R.M.,沼尾正行: "Top-down Induction of Recwsive Programs" ILP'95. 5. 161-180 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] Chowdhury,R.M.,沼尾正行: "Logic Program Synthesis as a Controlled Search" ILP'95. 5. 373-386 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 大谷,河辺,沼尾: "複数の情報媒体を用いた学習の過程-プログラミング言語Prdogを題材として-" 認知科学. 2. 72-85 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 沼尾正行: "Global Intelligenceの構想" 情報処理学会研究報告. 95-AI-100. 72-85 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 丸谷,沼尾: "動的なネットワークを用いた述語表現の学習法" 人工知能学会全国大会論文集. 9. 177-180 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 沼尾正行(分担): "情報処理ハンドブック" オーム社, 2000 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 沼尾正行: "Inductively Speeding Up Logic Programs" Machine Intelligence. 13. 371-385 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 沼尾正行: "複数の情報媒体を用いた学習" 人工知能学会誌. 9. 837-842 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] Chowdhury,R.M.,沼尾正行: "Constructive Induction for Recursive Programs" Lecture Notes in Artificial Intelligence. 872. 161-175 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 中田滋一,沼尾正行: "平面幾何学証明の学習における有効性問題の解決" 人工知能学会全国大会論文集. 8. 161-164 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 若月裕子,沼尾正行: "意外な勘違いへの対処が可能な学習者モデルの構築方法" 人工知能学会全国大会論文集. 8. 769-772 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] (財)日本情報処理開発委員会: "AI白書'94" コンピュータエージ社, 287 (1994)

    • Related Report
      1994 Annual Research Report

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Published: 1994-04-01   Modified: 2016-04-21  

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