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Development of methodology for procedural knowledge acquisition based on case information and prescriptive knowledge

Research Project

Project/Area Number 16K16160
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Web informatics, Service informatics
Research InstitutionNational Institute of Advanced Industrial Science and Technology

Principal Investigator

Nishimura Satoshi  国立研究開発法人産業技術総合研究所, 情報・人間工学領域, 研究員 (30760649)

Project Period (FY) 2016-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2017: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2016: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Keywordsサービス学 / 知識工学 / 知識発現 / オントロジー工学 / 知識マネジメント
Outline of Final Research Achievements

The focused problem is aged society. The aged society causes high burden of care insurance and lack of employees in elderly care services. Some researche projects aim to support elderly care services. However, they do not focus on sharing knowledge. This research project provides a methodology which the employees are able to build knowledge by themselves. The first step is to build procedural knowledge which is common among care facilities based on textbooks. The second step is to customize the procedural knowledge according to each environment of each facility by the employees. I applied the methodology to 2 care facilities to evaluate the methodology. I also applied it to 1 care corporation to integrate its manuals. After the application, I confirmed the methodology worked well to build the customized knowledge for each facility. The common procedural knowledge which is made from textbooks is formalized in computer interpretable manner and is available for any researchers.

Report

(3 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • Research Products

    (14 results)

All 2018 2017 2016 Other

All Journal Article (2 results) (of which Peer Reviewed: 2 results,  Open Access: 2 results,  Acknowledgement Compliant: 1 results) Presentation (10 results) (of which Int'l Joint Research: 2 results) Book (1 results) Remarks (1 results)

  • [Journal Article] 知識発現を用いた振り返り学習による説明能力向上を目指したアクティブラーニング型授業実践2018

    • Author(s)
      西村悟史, 土肥麻佐子, 福田賢一郎, 西村拓一
    • Journal Title

      教育システム情報学会誌

      Volume: 35

    • NAID

      130007403837

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 現場主体の“知識発現”方法の提案2017

    • Author(s)
      西村悟史, 大谷博, 畠山直人, 長谷部希恵子, 福田賢一郎, 來村徳信, 溝口理一郎, 西村拓一
    • Journal Title

      人工知能学会論文誌

      Volume: 32

    • NAID

      130006887096

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] Knowledge Explication: Towards enhancement of human intelligence with explicit knowledge2017

    • Author(s)
      Nishimura, S., Fukuda, K., Nishimura, T.
    • Organizer
      the 1st international workshop on Knowledge Explication for Industry (kNeXI2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 知識発現による社会福祉法人内の介護知識の統一2017

    • Author(s)
      西村悟史, 毛利陽子, 山中泉, 中村美佳, 高山薫, 西村拓一
    • Organizer
      第43回セマンティックウェブとオントロジー研究会(SIG-SWO)
    • Related Report
      2017 Annual Research Report
  • [Presentation] Knowledge Explication: Current situation and future prospects2017

    • Author(s)
      Nishimura, S., Fukuda, K., Nishimura, T.
    • Organizer
      IJCAI 2017 Workshop on: Cognition and Artificial Intelligence for Human-Centered Design
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] アクティブラーニングにおける知識発現を用いた振り返り結果の分析2017

    • Author(s)
      西村悟史, 土肥麻佐子, 福田賢一郎, 西村拓一
    • Organizer
      第80回先進的学習化学と工学研究会(SIG-ALST)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 知識発現の現状と将来展望2017

    • Author(s)
      西村悟史, 福田賢一郎, 西村拓一
    • Organizer
      第31回知識・技術・技能の伝承支援研究会(SIG-KST)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 知識発現を利用したアクティブラーニング学修効果の可視化に向けて?授業内容の構造化とそれに基づく学生の意見の関連付けー2017

    • Author(s)
      西村悟史, 土肥麻佐子, 福田賢一郎, 西村拓一
    • Organizer
      教育システム情報学会(JSiSE) 2016年度 第6回研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 知識発現を指向した複数観点からの知識モデルの検討2016

    • Author(s)
      西村悟史, 大谷博, 畠山直人, 長谷部希恵子, 福田賢一郎, 來村徳信, 溝口理一郎, 西村拓一
    • Organizer
      GN Workshop 2016
    • Place of Presentation
      草津温泉 ホテル&スパリゾート 中沢ヴィレッジ, 群馬県, 日本
    • Year and Date
      2016-11-18
    • Related Report
      2016 Research-status Report
  • [Presentation] Methodology for “knowledge explication” of various elderly care processes from each care facility2016

    • Author(s)
      Satoshi Nishimura, Hiroshi Ohtani, Naoto Hatakeyama, Kieko Hasebe, Ken Fukuda, Yoshinobu Kitamura, Riichiro Mizoguchi, Takuichi Nishimura
    • Organizer
      HAT-MASH 2016, JSAI-International Symposia on AI
    • Place of Presentation
      Keio University, Kanagawa, Japan
    • Year and Date
      2016-11-14
    • Related Report
      2016 Research-status Report
  • [Presentation] 現場主体で介護業務知識を作るための知識モデルの検討 2016

    • Author(s)
      西村悟史,大谷博,畠山直人,長谷部希恵子,福田賢一郎,來村徳信,溝口理一郎,西村拓一
    • Organizer
      第39回SWO研究会
    • Place of Presentation
      国立情報学研究所 19階会議室, 東京都, 日本
    • Year and Date
      2016-09-05
    • Related Report
      2016 Research-status Report
  • [Presentation] 現場ごとの多様な介護業務プロセス知識の獲得方法の検討 2016

    • Author(s)
      西村悟史,大谷博,畠山直人,長谷部希恵子,福田賢一郎,來村徳信,溝口理一郎,西村拓一
    • Organizer
      第28回 知識・技術・技能の伝承支援研究会(SIG-KST
    • Place of Presentation
      産業技術総合研究所 臨海副都心センター, 東京都, 日本
    • Related Report
      2016 Research-status Report
  • [Book] トコトンやさしい人工知能の本(第4章人工知能はどう応用されているか?43業務知識を学び従業員を支援する)2016

    • Author(s)
      辻井潤一, 一杉裕志, 尾原和啓, 鶴岡慶雅, 中田亨, 中田秀基, 西村悟史, 西村拓一, 橋本学, 松原崇充, 渡辺健太郎
    • Total Pages
      159
    • Publisher
      日刊工業新聞社
    • Related Report
      2016 Research-status Report
  • [Remarks] The 1st WS on knowledge explication for Industry

    • URL

      https://sites.google.com/view/knexi2017/top

    • Related Report
      2017 Annual Research Report

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Published: 2016-04-21   Modified: 2019-03-29  

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