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Research on Awareness Platform by Smart Voice Messaging System for Improving the Quality of Nursing and Care Services

Research Project

Project/Area Number 15H02785
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Web informatics, Service informatics
Research InstitutionJapan Advanced Institute of Science and Technology

Principal Investigator

Uchihira Naoshi  北陸先端科学技術大学院大学, 先端科学技術研究科, 教授 (30393838)

Co-Investigator(Kenkyū-buntansha) 崔 舜星  大阪経済法科大学, 公私立大学の部局等, 准教授 (20631922)
平石 邦彦  北陸先端科学技術大学院大学, 先端科学技術研究科, 教授 (40251970)
小林 孝一  北海道大学, 情報科学研究科, 准教授 (50452115)
佐々木 康朗  北陸先端科学技術大学院大学, 先端科学技術研究科, 講師 (70743772)
水流 聡子  東京大学, 大学院工学系研究科(工学部), 教授 (80177328)
金井 秀明  北陸先端科学技術大学院大学, 先端科学技術研究科, 准教授 (90282920)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥15,990,000 (Direct Cost: ¥12,300,000、Indirect Cost: ¥3,690,000)
Fiscal Year 2017: ¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2016: ¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2015: ¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Keywords音声つぶやきシステム / 情報スーパバイザ制御 / 気づき組織学習 / 気づき体系化 / 気づき誘発 / 気づきプラットフォーム / 人間センサー / 行動マイニング / 音声つぶやき / 気づき / 行動分析 / 組織学習 / ナレッジマネジメント / 介護 / 農業 / 警備 / サービス科学 / 情報システム / 医療・福祉 / アウエアネス / 学習型気づき誘発 / 気づきマイキング / 患者状態適応型パスシステム / サービス / スマートセンサ情報システム / 情報工学 / 看護学 / 情報スーパーバイザ制御
Outline of Final Research Achievements

We have developed core technologies for the awareness platform by smart voice messaging system: (1) construction of care knowledge structure (care process model), (2) awareness process mining (establishment of behavior pattern analysis method and behavior control method), (3) support of awareness inducing (investigation of awareness inducing mechanism model) (4) organizational learning for awareness (proposal of organizational learning model), and presented these results at domestic and international conferences. Then, we have developed (5) awareness support system (method / tool) and generalized it as the awareness platform based on the above core technologies. Finally, we have apply it to several domains (greenhouse agriculture, event security, ship equipment maintenance etc.) and evaluated their effectiveness.

Academic Significance and Societal Importance of the Research Achievements

サービススタッフの良い「気づき」は,サービスの質と効率の向上に本質的に重要である.また,近年,音声認識の能力が格段に向上し,様々な実業務に適用可能になってきたが,それを「気づき」の視点で,サービス業務に生かすための科学・工学的研究は不十分であった.本研究で実施した音声つぶやきによる気づきプラットフォームの研究は,看護・介護・保守・警備・農業などの様々な状況適応・行動型サービスに適用できる要素技術(モデルや分析技術)の検討を先行して行った点で学術的意義がある.また,気づきプラットフォームとして汎化し,ハウス農業やイベント警備などの複数の現場で試行評価し,有効性を確認した社会的意義は大きい.

Report

(4 results)
  • 2018 Final Research Report ( PDF )
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • Research Products

    (32 results)

All 2019 2018 2017 2016 2015 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results,  Open Access: 1 results) Presentation (26 results) (of which Int'l Joint Research: 10 results,  Invited: 1 results) Book (1 results) Remarks (2 results)

  • [Journal Article] Behavioral Analysis in Nursing and Caregiving Services Using Switched Linear Regression Models2017

    • Author(s)
      Kobayashi Koichi、Hiraishi Kunihiko、Choe Sunseong、Uchihira Naoshi
    • Journal Title

      IFAC-PapersOnLine

      Volume: 50 Issue: 1 Pages: 4582-4587

    • DOI

      10.1016/j.ifacol.2017.08.1001

    • NAID

      40020792362

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] An Equivalence Result on the Reduction of Games with Unawareness2016

    • Author(s)
      Yasuo Sasaki
    • Journal Title

      International Game Theory Review

      Volume: 18(3) Issue: 03 Pages: 1-27

    • DOI

      10.1142/s0219198916500092

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Generalized Nash Equilibrium with Stable Belief Hierarchies in Static Games with Unawareness2016

    • Author(s)
      Yasuo Sasaki
    • Journal Title

      Annals of Operations Research

      Volume: 印刷中(オンライン公開済) Issue: 2 Pages: 1-14

    • DOI

      10.1007/s10479-016-2266-5

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Presentation] Agricultural Knowledge Management Using Smart Voice Messaging Systems: Combination of Physical and Human Sensors2018

    • Author(s)
      Naoshi Uchihira, Masami Yoshida
    • Organizer
      International Conference on Serviceology 2018
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 警備業務におけるリアルタイム気づき組織学習の提案と有効性の評価2018

    • Author(s)
      吉村槙浩,内平直志,佐々木康朗
    • Organizer
      第8回知識共創フォーラム
    • Related Report
      2017 Annual Research Report
  • [Presentation] 音声つぶやきシステムを活用した農業ナレッジマネジメントシステム ~ ハウス農業における試行評価 ~2018

    • Author(s)
      内平 直志, 吉田 正巳
    • Organizer
      信学技報, vol. 118, no. 384, MSS2018-77, pp. 127-132
    • Related Report
      2017 Annual Research Report
  • [Presentation] 音声による顧客への商品情報の気づき支援に関する研究2018

    • Author(s)
      Yi Xiuting, 金井秀明
    • Organizer
      情報処理学会 研究報告, 2018-GN-103(21),1-7
    • Related Report
      2017 Annual Research Report
  • [Presentation] 介護老人施設における介護プロセスモデル~エビデンスに基づく臨床プロセスチャート~2017

    • Author(s)
      松井純一,飯島孝子,島田晴美,竹田一雄,山岡悦子,水流聡子,佐野けさ美
    • Organizer
      第1回日本臨床知識学会学術集会
    • Place of Presentation
      東京大学(東京都文京区)
    • Year and Date
      2017-01-28
    • Related Report
      2016 Annual Research Report
  • [Presentation] 自立支援に向けた療養者の基本行動に関する「基本介護モジュール」の作成とその運用効果2017

    • Author(s)
      飯島孝子,松井純一,島田晴美,竹田一雄,山岡悦子,水流聡子,佐野けさ美
    • Organizer
      第1回日本臨床知識学会学術集会
    • Place of Presentation
      東京大学(東京都文京区)
    • Year and Date
      2017-01-28
    • Related Report
      2016 Annual Research Report
  • [Presentation] Information supervisory control of human behavior - Experiments and formal modeling2017

    • Author(s)
      Hiraishi Kunihiko、Uchihira Naoshi、Choe Sunseong、Kobayashi Koichi
    • Organizer
      2017 11th Asian Control Conference (ASCC)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Model-based approach to analysis of human behavior with applications to nursing and caregiving services2017

    • Author(s)
      Kobayashi Koichi、Hiraishi Kunihiko、Choe Sunseong、Uchihira Naoshi
    • Organizer
      2017 IEEE 6th Global Conference on Consumer Electronics (GCCE)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Development of a Three-Stage Public Observation Service System Model with Logics for Observation/Assessment2017

    • Author(s)
      Tsuru Satoko、Kariyazaki Maki
    • Organizer
      International Conference on Serviceology 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Change Management for Productivity Improvement in Hospital using Structured Documentation System for Nursing2017

    • Author(s)
      Satoko Tsuru, Akira Shindo, Shizuka Morimatsu, Kumiko Sudo, Akihide Masumoto, Miho Omori
    • Organizer
      60th EOQ Congress 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Game theoretical modeling of information supervisory control2017

    • Author(s)
      Sasaki Yasuo、Uchihira Naoshi
    • Organizer
      2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 作業スタッフの行動ログを用いた時空間状況認識の性能向上について2017

    • Author(s)
      早貸舜、平石邦彦、内平直志
    • Organizer
      信学技報, vol. 117, no. 506, MSS2017-90, pp. 67-72
    • Related Report
      2017 Annual Research Report
  • [Presentation] フィールドワークにおけるつぶやきシステムの効果2017

    • Author(s)
      岡田政則、内平直志、平石邦彦、国藤進
    • Organizer
      信学技報, vol. 117, no. 301, MSS2017-30, pp. 41-44
    • Related Report
      2017 Annual Research Report
  • [Presentation] 移動時における気づきの収集2017

    • Author(s)
      岡田政則、内平直志、平石邦彦、国藤進
    • Organizer
      第39回日本創造学会研究大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] つぶやきシステムを利用したミニ移動大学の実践2017

    • Author(s)
      岡田政則, 内平直志, 平石邦彦, 國藤進
    • Organizer
      第42回教育システム情報学会全国大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 音声つぶやきシステムによる介護サービスの気づきの収集と活用2017

    • Author(s)
      内平直志
    • Organizer
      やまぐち介護・福祉機器研究会 介護・福祉機器開発セミナー
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 看護・介護サービスにおけるケアスタッフの連携行動の解析2017

    • Author(s)
      小林孝一, 平石邦彦, 崔舜星, 内平直志
    • Organizer
      電子情報通信学会 システム数理と応用研究会
    • Place of Presentation
      島根大学(島根県松江市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] Information Supervisory Control of Human Behavior - Concept and Experiments Toward Realization2016

    • Author(s)
      Kunihiko Hiraishi, Naoshi Uchihira, Sunseong Choe and Koichi Kobayashi
    • Organizer
      IEEE International Conference on Systems, Man, and Cybernetics
    • Place of Presentation
      Budapest, Hungary
    • Year and Date
      2016-10-10
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 音声つぶやきシステムによる気づき組織学習の評価2016

    • Author(s)
      木下崇,内平直志,佐々木康朗,平石邦彦
    • Organizer
      電子情報通信学会ソサエティ大会
    • Place of Presentation
      北海道大学(北海道札幌市)
    • Year and Date
      2016-09-20
    • Related Report
      2016 Annual Research Report
  • [Presentation] Matching Potential Customer Needs to Technology Seeds: Using a Virtual Catalog to Extract Customer Needs in B2B Manufacturing Companies2016

    • Author(s)
      Tetsuro Sorabayashi, Yasuo Sasaki, Naoshi Uchihira
    • Organizer
      2016 Portland International Conference on Management of Engineering and Technology (PICMET)
    • Place of Presentation
      Honolulu, USA
    • Year and Date
      2016-09-04
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Spatio-temporal situation recognition for groups in caregiving services2016

    • Author(s)
      Kaoru Sato, Kunihiko Hiraishi, Koichi Kobayashi
    • Organizer
      2016 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA)
    • Place of Presentation
      San Diego, USA
    • Year and Date
      2016-03-21
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ケアスタッフ連携スケジューリング問題~通信手段による比較とソルバーによる最適解~2016

    • Author(s)
      平石邦彦,崔舜星,小林孝一,佐々木康朗,内平直志
    • Organizer
      電子情報通信学会 システム数理と応用研究会
    • Place of Presentation
      下関海峡メッセ,山口県,下関市
    • Year and Date
      2016-03-03
    • Related Report
      2015 Annual Research Report
  • [Presentation] 切換型線形回帰モデルを用いた看護・介護サービスの行動解析について2016

    • Author(s)
      小林孝一,平石邦彦,崔舜星,内平直志
    • Organizer
      電子情報通信学会 システム数理と応用研究会
    • Place of Presentation
      下関海峡メッセ,山口県,下関市
    • Year and Date
      2016-03-03
    • Related Report
      2015 Annual Research Report
  • [Presentation] 突発的イベント発生時の音声つぶやきシステムによるスタッフ間の連携効果2016

    • Author(s)
      崔舜星,平石邦彦,内平直志
    • Organizer
      電子情報通信学会 システム数理と応用研究会
    • Place of Presentation
      金沢しいのき迎賓館,石川県,金沢市
    • Year and Date
      2016-01-25
    • Related Report
      2015 Annual Research Report
  • [Presentation] 情報スーパーバイザ制御の意思決定論的特徴付け2016

    • Author(s)
      佐々木康朗,内平直志
    • Organizer
      電子情報通信学会 システム数理と応用研究会
    • Place of Presentation
      金沢しいのき迎賓館,石川県,金沢市
    • Year and Date
      2016-01-25
    • Related Report
      2015 Annual Research Report
  • [Presentation] Situation Recognition from Behavior Logs in Caregiving Services2015

    • Author(s)
      Kaoru Sato, Koichi Kobayashi, Kunihiko Hiraishi
    • Organizer
      2015 International Technical Conference on Circuits Systems, Computers and Communications (ITC-CSCC)
    • Place of Presentation
      Seoul, Korea
    • Year and Date
      2015-06-29
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Book] 戦略的IoTマネジメント2019

    • Author(s)
      内平 直志
    • Total Pages
      304
    • Publisher
      ミネルヴァ書房
    • ISBN
      4623080617
    • Related Report
      2017 Annual Research Report
  • [Remarks] サービスの質を高める音声つぶやきによる気づきプラットフォームの研究

    • URL

      http://www.jaist.ac.jp/ks/mot/JSTservice/

    • Related Report
      2017 Annual Research Report
  • [Remarks] サービスの質を高める音声つぶやきによる気づきプラットフォームの研究

    • URL

      http://www.jaist.ac.jp/ks/mot/JSTservice/index.html

    • Related Report
      2016 Annual Research Report 2015 Annual Research Report

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Published: 2015-04-16   Modified: 2020-03-30  

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