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Development of advising system for exploration of geology and mineral resources using artificial intelligence technique.

Research Project

Project/Area Number 02559007
Research Category

Grant-in-Aid for Developmental Scientific Research (B)

Allocation TypeSingle-year Grants
Research Field 広領域
Research InstitutionShizuoka University

Principal Investigator

KOYAMA Masato  Shizuoka University, Faculty of Education, Associate professor, 教育学部, 助教授 (70183811)

Co-Investigator(Kenkyū-buntansha) KOGITA Shuzo  Information and Mathematical Science Laboratory, Inc, Department of Technology,, 技術部, 研究員
UMINO Susumu  Shizuoka University, Faculty of Science, Research associate, 理学部, 講師 (30192511)
Project Period (FY) 1990 – 1992
Project Status Completed (Fiscal Year 1992)
Budget Amount *help
¥6,400,000 (Direct Cost: ¥6,400,000)
Fiscal Year 1992: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 1991: ¥1,800,000 (Direct Cost: ¥1,800,000)
Fiscal Year 1990: ¥3,700,000 (Direct Cost: ¥3,700,000)
Keywordsexpert system / rule-based system / geological observation / mineral resource / digital elevation analysis / volcaniclastic rocks / uranium mine / frame structure / 人工知能 / ハイパーテキスト / 火山砕屑者 / ル-ルベ-ス / エキスパ-トシステム / ハイパ-テキスト / ディジタイザ / ディジタル標高デ-タ / イメ-ジスキャナ / 画像処理 / 堆積物の粒径解析 / 知識ベ-ス / 火山砕屑物 / 噴出・堆積様式 / 野外地質調査
Research Abstract

This study aims to design a small, computer-aided system which helps to estimate formative processes of a geological terrane and its bearing mineral resources through field geological and experimental data, and to evaluate the possibility for more general and practical use. For this purpose, we made three approaches : (1) making and evaluating a rule-based system which consults on a small, practical problem if field geology (bottom-up approach) ; (2) designing a system which treats a general problem in estimating formative processes of geological terrane and its bearing mineral resources(top-down approach) : (3) making a bottom-ended tool for inputting and analyzing observational data. As for approach (1), we made a rule-based expert system, which helps a user to estimate a mode of emplacement of volcaniclastic rocks. For developing this, we used an expert shell Intelligent developer (Hyperpress Publishing Corp.) and completed a system Volcaniclast, which can at least be used in education of field volcanology for undergraduate students. Concerning approach (2), we systematically reorganized available knowledge of formative processes of a geological terrane and its bearing uranium resources and designed a frame-structured knowledge-based system. We also incorporated knowledge of a real uranium mine into the system and clarified the validity and problems of the system. In approach (3), we constructed a system which can read digital data of geomorphology using a digitizer and analyze surface area, volume, and slope. Through all these approaches, we accumulated significant know-how for developing a large system which reast general purposes in exploring geology and mineral resources.

Report

(4 results)
  • 1992 Annual Research Report   Final Research Report Summary
  • 1991 Annual Research Report
  • 1990 Annual Research Report
  • Research Products

    (18 results)

All Other

All Publications (18 results)

  • [Publications] 小山 眞人,御子柴 彰: "火山砕屑物の噴出・移動・堆積様式推定エキスパートシステムの開発" 地球惑星科学関連学会1991年合同大会・日本火山学会固有セッション講演予稿集. 57 (1991)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] 小山 眞人: "Macintoshを用いた火山地質学研究・教育支援用エキスパートシステム" 第2回日本情報地質学会講演会GEOINFORUM-'91講演予稿集. 71-72 (1991)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] 小山 眞人: "Macintoshを用いた安価な火山地形情報解析システム" 日本火山学会1991年度秋季大会講演予稿集. 172 (1991)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] 小山 眞人: "Macintoshを用いた火山地質学研究・教育支援用エキスパートシステム" 情報地質.

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] 小山 眞人,小木田 周三,大石 善雄,庄司 速人,石堂 昭夫: "フレーム講造を用いたウラン鉱床および鉱床賦存地塊に関する知識整理" 情報地質.

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Koyama, Masato, and Mikoshiba, Akira: "Preliminary report on an expert system for estimating a mode of emplacement of volcaniclastic rocks" Abstracts for 1991 Japan Earth and Planetary Science Joint Meeting. Volcanological Society of Japan Volume. 57 (1991)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Koyama, Masato: "An expert system for research and education in volcanic geology using a Macintosh computer" Abstracts for Second Annual Meeting of Japan Society of Geoinformatics. 71-72 (1991)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Koyama, Masato: "Alow-cost system for digital elevation analysis using a Macintosh family" Abstracts for 1991 Fall Meeting of the Volcanological Society of Japan. 172 (1991)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Koyama, Masato: "An expert system for research and education in volcanic geology using a Macintosh computer" Geoinformatics.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Koyama, Masato, Kogita, Shuzo, Oishi, Yoshio, Shoji, Hayato, and Ishido, Akio: "Frame-based reorganization of knowledge for estimating formative processes of a geological terrane and its bearing uranium resources" Geoinformatics.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] 小山 眞人・御子柴 彰: "火山砕屑物の噴出・移動・堆積様式堆定エキスパートシステムの開発" 地球惑星科学関連学会1991年合同大会・日本火山学会固有セッション講演予稿集. 57-57 (1991)

    • Related Report
      1992 Annual Research Report
  • [Publications] 小山 眞人: "Macintoshを用いた火山地質学研究・教育支援用エキスパートシステム" 第2回日本情報地質学会講演会GEOINFORUMー'91講演予稿集. 71-72 (1991)

    • Related Report
      1992 Annual Research Report
  • [Publications] 小山 眞人: "Macintoshを用いた安価な火山地形情報解析システム" 日本火山学会1991年度秋季大会講演予稿集. 172-172 (1991)

    • Related Report
      1992 Annual Research Report
  • [Publications] 小山 眞人・御子柴 彰: "火山砕屑物の噴出・移動・堆積様式推定エキスパ-トシステムの開発" 地球惑星科学関連学会1991年合同大会・日本火山学会固有セッション講演予稿集. 57-57 (1991)

    • Related Report
      1991 Annual Research Report
  • [Publications] 小山 眞人: "Macintoshを用いた火山地質学研究・教育支援用エキスパ-トシステム" 第2回日本情報地質学会講演会GEOINFORUM-'91講演予稿集. 71-72 (1991)

    • Related Report
      1991 Annual Research Report
  • [Publications] 小山 眞人: "Macintoshを用いた安価な火山地形情報解析システム" 日本火山学会1991年度秋季大会講演予稿集. 172-172 (1991)

    • Related Report
      1991 Annual Research Report
  • [Publications] 小山 真人・御子柴 彰: "火山砕屑物の噴出・移動・堆積様式推定エキスパ-トシステムの開発" 地球惑星科学関連学会1991年合同大会(日本火山学会固有セッション)予稿集. (1991)

    • Related Report
      1990 Annual Research Report
  • [Publications] Koyama,Masato and Umino,Susumu: "Why does the HigashiーIzu monogenetic volcano group exist in the Izu Peninsula?:Relationships between late Quaternary volcanism and tectonics in the northern tip of the IzuーBonin arc." Journal of Physics of the Earth. 39. (1991)

    • Related Report
      1990 Annual Research Report

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Published: 1990-04-01   Modified: 2016-04-21  

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