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A Design Workbench based on Phases and Facets for Services and Manufacturing Processe

Research Project

Project/Area Number 17H01792
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent informatics
Research InstitutionRitsumeikan University

Principal Investigator

Kitamura Yoshinobu  立命館大学, 情報理工学部, 教授 (20252710)

Co-Investigator(Kenkyū-buntansha) 溝口 理一郎  北陸先端科学技術大学院大学, その他, フェロー (20116106)
古崎 晃司  大阪電気通信大学, 情報通信工学部, 教授 (00362624)
Project Period (FY) 2017-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥15,470,000 (Direct Cost: ¥11,900,000、Indirect Cost: ¥3,570,000)
Fiscal Year 2020: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2019: ¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2018: ¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2017: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Keywordsオントロジー / 知識モデリング / 知識継承 / 設計 / プロセス / プロセスデザイン / デザイン / 知識共有 / サービス
Outline of Final Research Achievements

We propose an integrated knowledge modeling framework which consists of goal-oriented process decomposition trees based on multiple phases and facets. A design supporting theory based on context-adaptive reorganization has been studied. A general software which re-organizes the process trees context-adaptively based on an ontology of facets has been implemented. For the nursing domain, a real-scale knowledge model of nursing processes and pathological mechanism models of complications has been described. A tablet-based software has been implemented and evaluated by students, which results shows its usefulness. For the steel manufacturing domain, real-scale design knowledge models for three steel kinds have been described. A prototype system summarizes crucial points for a given target property and for avoiding quality defects. A browser-based software had been evaluated by researchers, which result shows it is useful for inheritance of the steel design knowledge.

Academic Significance and Societal Importance of the Research Achievements

行為列や製造などのプロセスの事前に計画・設計(デザイン)する際には,さまざまな時間的なフェーズや観点(ファセット)における知識を考慮する必要がある.本研究では,複数の目的指向のプロセス分解木を統合した知識モデルに基づいて,ユーザからの入力に応じて特定のフェーズ・ファセットに適応的に注目してプロセス分解木を再構造化することで,プロセスにおいて特に注意が必要な行為や,起こりうる不具合事象などを提示するシステムを実現した.看護分野と鉄鋼材料製造分野において実際の知識モデルを記述し,学習・知識継承に有用であることを示した.

Report

(5 results)
  • 2022 Final Research Report ( PDF )
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (16 results)

All 2022 2021 2020 2019 2018

All Journal Article (5 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 3 results,  Open Access: 4 results) Presentation (10 results) (of which Int'l Joint Research: 4 results,  Invited: 1 results) Book (1 results)

  • [Journal Article] YAMATO: Yet-another more advanced top-level ontology2022

    • Author(s)
      Mizoguchi Riichiro、Borgo Stefano
    • Journal Title

      Applied Ontology

      Volume: 17 Issue: 1 Pages: 211-232

    • DOI

      10.3233/ao-210257

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Function Decomposition Tree with Causality-First Perspective and Systematic Description of Problems in Materials Informatics2022

    • Author(s)
      Hiori Kino, Hieu-Chi Dam, Takashi Miyake, Riichiro Mizoguchi
    • Journal Title

      arXiv

      Volume: 2205.00829

    • Related Report
      2020 Annual Research Report
    • Open Access
  • [Journal Article] Context-adaptive Goal-oriented Organization of Procedural Knowledge and its Application in the Nursing Domain2021

    • Author(s)
      來村 徳信, 中條 亘, 笹嶋 宗彦, 師岡 友紀, 辰巳 有紀子, 荒尾 晴惠, 溝口 理一郎
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 36 Issue: 4 Pages: D-K94_1-16

    • DOI

      10.1527/tjsai.36-4_D-K94

    • NAID

      130008060605

    • ISSN
      1346-0714, 1346-8030
    • Year and Date
      2021-07-01
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] How to construct linked data2020

    • Author(s)
      古崎晃司
    • Journal Title

      The Journal of Information Science and Technology Association

      Volume: 70 Issue: 8 Pages: 406-412

    • DOI

      10.18919/jkg.70.8_406

    • NAID

      130007883187

    • ISSN
      0913-3801, 2189-8278
    • Year and Date
      2020-08-01
    • Related Report
      2020 Annual Research Report
    • Open Access
  • [Journal Article] ものづくりにおけるオントロジーとその役割2020

    • Author(s)
      來村徳信
    • Journal Title

      学会誌「人工知能」

      Volume: 35(2) Pages: 137-148

    • NAID

      130007917789

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] Ontology Engineering and 15 Tips for good research life2022

    • Author(s)
      Riichiro Mizoguchi
    • Organizer
      Keynote Speech at Seminar on Information Retrieval and Knowledge Management 2022 (SIRKM'22)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Towards an Ontology of Representation2021

    • Author(s)
      Riichiro Mizoguchi and Stefano Borgo
    • Organizer
      International Conference on Formal Ontology in Information Systems: FOIS2021
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The Role of the Systemic View in Foundational Ontologies2021

    • Author(s)
      Riichiro Mizoguchi and Stefano Borgo
    • Organizer
      FOUST 2021: 5th Workshop on Foundational Ontology
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Causation: revisited2020

    • Author(s)
      Riichiro Mizoguchi
    • Organizer
      The Joint Ontology Workshops JOMO 2020, 4th Workshop on Foundational Ontologies,
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 看護行為における要注意行為学習のための適応的プロセス知識構造化とその拡張2020

    • Author(s)
      中條亘,來村徳信,師岡友紀,辰巳有紀子,荒尾晴惠,溝口理一郎
    • Organizer
      2020年度人工知能学会全国大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] ドキュメントとDBpediaを利用したオントロジー半自動拡張支援2020

    • Author(s)
      山元悠太, 古崎晃司, 駒谷和範
    • Organizer
      情報処理学会第82回全国大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 業務プロセス継承のための一般的指導・訓練方法モデルに関する考察2019

    • Author(s)
      千頭諒,來村徳信
    • Organizer
      人工知能学会 第38回知識・技術・技能の伝承支援研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 介護現場における知識共有のための介護オントロジー構築の試み2018

    • Author(s)
      福島良紀,西村悟史,福田賢一郎,西村拓一,來村徳信
    • Organizer
      2018年度人工知能学会全国大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 産業機械の仕様調整のための知識モデルとオントロジーの構築2018

    • Author(s)
      井戸大成,來村徳信
    • Organizer
      2018年度人工知能学会全国大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 行為分解木に対する多様な観点に基づいた絞り込み表示機能の実装2018

    • Author(s)
      今園 真聡,來村 徳信
    • Organizer
      2018年度人工知能学会全国大会
    • Related Report
      2017 Annual Research Report
  • [Book] Biomimetics: Connecting Ecology and Engineering by Informatics2022

    • Author(s)
      Riichiro Mizoguchi and Kouji Kozaki, Akihiro Miyauchi and Masatsugu Shimomura (eds.)
    • Total Pages
      340
    • Publisher
      Jenny Stanford Publishing
    • ISBN
      9789814968102
    • Related Report
      2020 Annual Research Report

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Published: 2017-04-28   Modified: 2024-01-30  

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