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Development of Parallel Knowledge Acquisition System

Research Project

Project/Area Number 06558047
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section試験
Research Field Intelligent informatics
Research InstitutionThe University of Tokyo (1996)
Kyushu University (1994-1995)

Principal Investigator

MIYANO Satoru  The University of Tokyo, The Institute of Medical Science Professor, 医科学研究所, 教授 (50128104)

Co-Investigator(Kenkyū-buntansha) SHIMOZONO Shinichi  Kyushu Institute of Technology, Department of Artificial Intelligence, Associate, 情報工学部, 助教授 (70243988)
SHINOHARA Ayumi  Kyushu University, Departement of Informatics, Associate Professor, システム情報科学研究科, 助教授 (00226151)
SHOUDAI Takayoshi  Kyushu University, Departement of Informatics, Associate Professor, システム情報科学研究科, 助教授 (50226304)
SHINOHARA Takeshi  Kyushu Institute of Technology, Department of Artifical Intelligence, Professor, 情報工学部, 教授 (60154225)
ARIKAWA Setsuo  Kyushu University, Departement of Informatics, Professor, システム情報科学研究科, 教授 (40037221)
内田 智之  広島市立大学, 情報科学部, 助教授 (70264934)
山本 章博  北大, 工学部, 助教授 (30230535)
Project Period (FY) 1994 – 1996
Project Status Completed (Fiscal Year 1996)
Budget Amount *help
¥17,300,000 (Direct Cost: ¥17,300,000)
Fiscal Year 1996: ¥4,000,000 (Direct Cost: ¥4,000,000)
Fiscal Year 1995: ¥6,300,000 (Direct Cost: ¥6,300,000)
Fiscal Year 1994: ¥7,000,000 (Direct Cost: ¥7,000,000)
Keywordsknowledge acquisition / learning algorithm / parallel processing / 並列計算
Research Abstract

The ability of knowledge acquision has strong effects on the developments of various scientific and industrial activities. The quality of the knowledge and the efficiency of the knowledge acquisition procedure are keys to these activities. A group or society with the such knowledge acquisition ability in information processing activities may be promised a big advance.
The knowledge acquision activity is regarded as an activity which can be done by only human beings. Recently, however, computational learning technologies and artificial intelligence is realizing information systems which can play the knowledge acquisition activity instead of human beings. This research project has attained the following items by the above technologies.
1. Paradigm of parallel knowledge acquisition.
2. Design and development of a parallel knowledge acquisition system based on the above paradigm.
With this system, we have made several computational experiments on knowledge acqusition, especially for DNA and amino acid sequences. The results were very successful. It is scheduled that this system will be open to publich via Human Genome Center of the University of Tokyo.

Report

(4 results)
  • 1996 Annual Research Report   Final Research Report Summary
  • 1995 Annual Research Report
  • 1994 Annual Research Report
  • Research Products

    (39 results)

All Other

All Publications (39 results)

  • [Publications] 宮野 悟: "ゲノムデータからの知識発見" 情報処理. 37. 935-940 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 宮野 悟: "ゲノム情報処理における最適化" 応用数理. 6,No.4. 60-70 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 有川節夫: "機械学習から機械発見へ" 人工知能学会誌. 11,No.6. 35-43 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Fukukawa,N.: "HAKKE : a mutlti-strategy prediction system for sequenes" Proc. 7th Workshop on Genome Informatics,Universal Academy Press. 98-107 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Kiwata,K.: "Introducing types into elementary formal systems" Bulletin of Informatics and Cybernetics. 28,No.1. 79-89 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Maruyama,O.: "Inferring a tree from walks" Theoretical Computer Science. 161. 289-300 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Maruyama,O.: "Taking a walk on a graph" Mathematica Japonica. 43,No.3. 595-606 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Arikawa,S.: "Algorithmic Learning Theory, (New Generation Computing 15,No.1)" オーム社, 140 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Asano,T.et al.: "Lecture Notesin Computer Science Vol.1178" Springer-Verlag, 448 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Miyano, S.: "Knowledge discovery from genomic data" Inf. Process. Soc. Japan. 37. 935-940 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Miyano, S.: "Optimization in genome information processing" J.Applied Mathematics. 6, No. 4. 60-70 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Arikawa, S.: "From machine leaning to machine discovery" J.Japanese Society for Artificial Intelligence. 11, No. 6. 35-43 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Furukawa, N., Matsumoto, S., Shinohara, A., Shoudai, T.and Miyano, S.: "HAKKE : a mutlti-strategy prediction system for sequences" Proc. 7th Workshop on Genome Informatics, Univesal Academy Press. 98-107 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Kiwata, K and Arikawa, S.: "Introducing types into elementary formal systems" Bulletin of Informatics and Cybernetics. 28, No. 1. 79-89 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Maruyama, O.and Miyano, S.: "Inferring a tree from walks" Theoretical Computer Science. 161. 289-300 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Maruyama, O.and Miyano, S.: "Taking a walk on a graph" Mathematica Japonica. 43, No. 3. 595-606 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Asano, T., Igarashi, Y., Miyano, S., Nagamochi, H.and Suri, S.(Eds).: "Proceedings of International Conference on Algorithms and Computation" (Lecture Notes in Computer Science 1178), Springer-Verlag. 448 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Arikawa, S.and Richter, M.(Eds.): "Algorithmic Learning Theory" New Generation Computing. 15, No. 1. 140 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 宮野 悟: "ゲノムデータからの知識発見" 情報処理. 37. 935-940 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 宮野 悟: "ゲノム情報処理における最適化" 応用数理. 6,No.4. 60-70 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] 有川節夫: "機械学習から機械発見へ" 人工知能学会誌. 11,No.6. 35-43 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] Furukawa,N.: "HAKKE:a mutlti-strategy prediction system for sequences" Proc.7th Workshop on Genome Informatics,Universal Academy Press. 98-107 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] Kiwata,K.: "Introducing types into elementary formal systems" Bulletin of Informatics and Cybernetics. 28,No.1. 79-89 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] Maruyama,O.: "Inferring a tree from walks" Theoretical Computer Science. 161. 289-300 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] Maruyama,O.: "Taking a walk on a graph" Mathematica Japonica. 43,No.3. 595-606 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] Arikawa,S.: "Algorithmic Learning Theory,(New Generation Computing 15,No.1)" オーム社, 140 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] Asano,T.他: "Lecture Notes in Computer Science Vol.1178" Springer-Verlag, 448 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] E.Tateishi: "A greedy strategy for finding motifs from yes-no examples" Proc.Pacific Symposium on Biocomputing 1996. 599-613 (1996)

    • Related Report
      1995 Annual Research Report
  • [Publications] S.Miyano: "Learning theory toward Genome Informatics" IEICE Trans.Information and Systems. E78-D. 560-567 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] T.Shoudai: "BONSAI Garden: parallel knowledge Discovery system for amino acid sequences" Proc.3rd.Int.Conf.Intelligent Systems for Molecular Biology. 359-366 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] T.Shoudai: "Using maximal independent sets to solve problem in parallel" Theoretical Computer Science. 148. 57-65 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] M.Karpinski: "Pattern matching for strings with short descriptions" Lecture Notes in Computer Science. 937. 129-144 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] H.Arimura: "Learning unions of tree patterns using queries" Lecture Notes in Artificial Intelligence. 997. 66-79 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 宮野悟: "機械学習理論を適用したアミノ酸配列からの知識獲得" 計測と制御. 33. 40-45 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 宮野悟: "並列アルゴリズムの理論の最近の動向" 画像の認識・理解シンポジウム(MIRU'94). 9-18 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] S.Shimozono: "Knowledge acquisition from amino acid sequences by machine learning system BONSAI" 情報処理学会論文誌. 35. 2009-2018 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] S.Shimozono: "Complexity of finding alphabet indexing" IEICE Trans.Information and Systems. E78-D. 13-18 (1995)

    • Related Report
      1994 Annual Research Report
  • [Publications] Y.Mukouchi: "Towards a mathematical theory of machine discovery from facts" Theoretical Computer Science. 137. 53-84 (1995)

    • Related Report
      1994 Annual Research Report
  • [Publications] A.Ishino: "Learning from Examples with Typed Equational Programmming" Lecture Notes in Artificial Intelligence. 872. 301-316 (1994)

    • Related Report
      1994 Annual Research Report

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

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