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Modeling of human system with consideration of skill and its assistance

Research Project

Project/Area Number 20246071
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Control engineering
Research InstitutionTokyo Denki University

Principal Investigator

HARASHIMA Fumio  Tokyo Denki University, 未来科学部, 客員教授 (60013116)

Co-Investigator(Kenkyū-buntansha) KOBAYASHI Harumi  東京電機大学, 理工学部, 教授 (60333530)
SUZUKI Satoshi  東京電機大学, 未来科学部, 准教授 (20328537)
IGARASHI Hiroshi  東京電機大学, 工学部, 助教 (20408652)
Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥25,350,000 (Direct Cost: ¥19,500,000、Indirect Cost: ¥5,850,000)
Fiscal Year 2010: ¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2009: ¥10,920,000 (Direct Cost: ¥8,400,000、Indirect Cost: ¥2,520,000)
Fiscal Year 2008: ¥9,360,000 (Direct Cost: ¥7,200,000、Indirect Cost: ¥2,160,000)
Keywordsヒューマトロニクス / 熟達 / 操作支援 / 協調作業 / コーパス / 視線 / 意図推定 / HAM / コーパス分析 / 視線分析 / 人間モデル / 発話 / 潜在的注意
Research Abstract

To establish a system design methodology of intelligent mechatronics enhancing human skill, the five-level hierarchical skill model was presented. Based on the model concept, we studied methods of quantification, analysis, and assist of their skills, and their effectiveness were confirmed through six types of task experiments. Especially, social skills of team / pragmatics / pointing motion, were elucidated, and an estimation algorithm of operational intentions for the planning skill was established. And adaptive assistance control without awareness was demonstrated.

Report

(4 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (68 results)

All 2011 2010 2009 2008 Other

All Journal Article (18 results) (of which Peer Reviewed: 18 results) Presentation (44 results) Book (2 results) Remarks (4 results)

  • [Journal Article] State-of-the-art intelligent mechatronics in human-machine interaction2010

    • Author(s)
      F.Harashima, S.Suzuki
    • Journal Title

      IEEE Industrial Electronics Magazine vol.4, issue 2

      Pages: 9-13

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Human Adaptive Mecatronics2010

    • Author(s)
      S.Suzuki
    • Journal Title

      IEEE Industrial Electronics Magazine vol.4, issue 2

      Pages: 28-35

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Characteristics analysis of a task switching during console operation based on the self-organizing map2010

    • Author(s)
      S.Suzuki
    • Journal Title

      Int.J.of Advanced Mechatronics Systems vol.2, nos.5/6

      Pages: 306-317

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Skill evaluation from observation of discrete hand movements during console operation2010

    • Author(s)
      S.Suzuki, F.Harashima
    • Journal Title

      Journal of Robotics vol.2010

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] State-of-the-Art Intelligent Mechatronics in Human-Machine Interaction2010

    • Author(s)
      F.Harashima
    • Journal Title

      IEEE Industrial Electronics Magazine

      Volume: Vol.4, Issue 2 Pages: 9-13

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Human Adaptive Mecathorincs2010

    • Author(s)
      Satoshi Suzuki
    • Journal Title

      IEEE Industrial Electronics Magazine

      Volume: Vol.4, Issue 2 Pages: 28-35

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Characteristics analysis of a task switching during console operation based on the self-organizing map2010

    • Author(s)
      Satoshi Suzuki
    • Journal Title

      Int.J.of Advanced Mechatronic Systems(IJAMechS)

      Volume: Vol.2, Nos.56 Pages: 306-317

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Skill evaluation from observation of discrete hand movements during console operation2010

    • Author(s)
      Satoshi Suzuki
    • Journal Title

      Journal of Robotics

      Volume: Vol.2010

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Human Control Law and Brain Activity of Voluntary Motion by Utilizing a Balancing Task with an Inverted Pendulum2010

    • Author(s)
      S.Suzuki
    • Journal Title

      Advances in Human-Computer Interaction

      Volume: Vol.2010

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Performance types and activation of prefrontal cortex2008

    • Author(s)
      H.Kobayashi
    • Journal Title

      Journal of Robotics and Mechatronics vol.20, no.5

      Pages: 726-730

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Human adaptive calibration for machine operation without awareness2008

    • Author(s)
      H.Igarashi
    • Journal Title

      Journal of Robotics and Mechatronics vol.20

      Pages: 595-601

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Future of mechatronics and human machine operation skill and visual perception2008

    • Author(s)
      F.Harashima, S.Suzuki
    • Journal Title

      SICE Journal of Control, Measurement, and System Integration vol.1

      Pages: 8-25

    • NAID

      10024291343

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Brain monitoring analysis of voluntary motion skills2008

    • Author(s)
      S.Suzuki
    • Journal Title

      The International Journal of Assistive Robotics and Mechatronics vol.9, no.2

      Pages: 20-30

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Future of mechatronics and human machine operation skill and visual perception2008

    • Author(s)
      Fumio Harashima
    • Journal Title

      SICE Journal of Control, Measurement, and System Integration 1

      Pages: 18-25

    • NAID

      10024291343

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Brain Monitoring Analysis of Voluntary Motion Skills2008

    • Author(s)
      Satoshi Suzuki
    • Journal Title

      The International Journal of Assistive Robotics and Mechatronics 9-2

      Pages: 20-30

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Performance types and activation of prefrontal cortex2008

    • Author(s)
      Harumi Kobayashi
    • Journal Title

      Journal of Robotics and Mechatronics 20巻5号

      Pages: 726-730

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Human Adaptive Calibration for Machine Operation Without A wareness2008

    • Author(s)
      Hiroshi Igarashi
    • Journal Title

      Journal of Robotics and Mechatronics 20

      Pages: 595-601

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Human control law and brain activity of voluntary motion by utilizing a balancing task with an inverted pendulum

    • Author(s)
      S.Suzuki, F.Harashima, K.Furuta
    • Journal Title

      Advances in Human-Computer Interaction vol.2010

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Presentation] Human speech ontology changes in virtual collaborative work2011

    • Author(s)
      S.Nakata, H.Kobayashi, M.Kumata, S.Suzuki
    • Organizer
      the 4th Int.Conf.on Human Sys.Interaction (HSI2011)
    • Place of Presentation
      Yokohama, Japan
    • Related Report
      2010 Final Research Report
  • [Presentation] Can differences of nationalities be induced and measured by robot gesture communication?2011

    • Author(s)
      S.Suzuki
    • Organizer
      The IEEE 4^<th> Int.Conf.on Human System Interaction
    • Place of Presentation
      Yokohama, Japan(發表確定)
    • Related Report
      2010 Annual Research Report
  • [Presentation] Human speech ontology changes in virtual collaborative work2011

    • Author(s)
      S.Nakata
    • Organizer
      The IEEE 4^<th> Int.Conf.on Human System Interaction
    • Place of Presentation
      Yokohama, Japan(発表確定)
    • Related Report
      2010 Annual Research Report
  • [Presentation] Subliminal Calibration for Machine Operation with Skill Enhancement2011

    • Author(s)
      H.Igarashi
    • Organizer
      The IEEE 4^<th> Int.Conf.on Human System Interaction
    • Place of Presentation
      Yokohama, Japan(発表確定)
    • Related Report
      2010 Annual Research Report
  • [Presentation] 複数の操作者による協調作業における利他性の定量評価手法2010

    • Author(s)
      五十嵐洋
    • Organizer
      日本機械学会2010年度年次大会講演論文集
    • Place of Presentation
      名古屋工業大学,愛知
    • Year and Date
      2010-09-06
    • Related Report
      2010 Annual Research Report
  • [Presentation] 1日観察データにおけるMLUデータの変動 - 2歳時と6歳時の比較 -2010

    • Author(s)
      中田脩一
    • Organizer
      日本発達心理学会 第21回大会
    • Place of Presentation
      神戸,兵庫
    • Year and Date
      2010-03-28
    • Related Report
      2009 Annual Research Report
  • [Presentation] 1日観察データを用いた、1女児の各生活場面における使用品詞の分布2010

    • Author(s)
      中田脩一
    • Organizer
      言語処理学会第16回年次大会
    • Place of Presentation
      東京
    • Year and Date
      2010-03-10
    • Related Report
      2009 Annual Research Report
  • [Presentation] アイコニックモデルに基づく注視レベル推定法2010

    • Author(s)
      黒沼邦彦
    • Organizer
      電気学会産業応用計測研究会
    • Place of Presentation
      東京
    • Year and Date
      2010-03-09
    • Related Report
      2009 Annual Research Report
  • [Presentation] Kansei to subtle finger movement knowing referential intentions of other people : comparison of dominant hand and non-dominant hand2010

    • Author(s)
      H.Kobayashi
    • Organizer
      Int.Conf.on Kansei Engineering and Emotion research
    • Place of Presentation
      Paris, France
    • Year and Date
      2010-03-03
    • Related Report
      2010 Final Research Report
  • [Presentation] Kansei to subtle finger movement knowing referential intentions of other people : comparison of dominant hand and non-dominant hand2010

    • Author(s)
      Harumi Kobayashi
    • Organizer
      International Conference on Kansei Engineering and Emotion research 2010
    • Place of Presentation
      Paris, France
    • Year and Date
      2010-03-03
    • Related Report
      2009 Annual Research Report
  • [Presentation] Changes of utterances in the skill acquisition of collaborative conveyer task2010

    • Author(s)
      Shuichi Nakata
    • Organizer
      5th ACM/IEEE International Conference on Human-Robot Interaction
    • Place of Presentation
      Osaka, Japan
    • Year and Date
      2010-03-03
    • Related Report
      2009 Annual Research Report
  • [Presentation] Influence of 10 Seconds Interval in Pragmatic Interpretation2010

    • Author(s)
      T.Yasuda, H.Kobayashi
    • Organizer
      Ro-Man2010
    • Place of Presentation
      Viareggio, Italy
    • Related Report
      2010 Final Research Report
  • [Presentation] Estimation of operational intentions utilizing Self-Organizing Map with Bayes filtering2010

    • Author(s)
      S.Suzuki
    • Organizer
      The 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS2010)
    • Place of Presentation
      Taipei, Taiwan
    • Related Report
      2010 Annual Research Report
  • [Presentation] Bayesian Intention Estimator using Self-Organizing Map and its Experimental Verification2010

    • Author(s)
      S.Suzuki
    • Organizer
      The 19th IEEE Int.Symposium on Robot and Human Interactive Communication (Ro-Man2010)
    • Place of Presentation
      Viareggio, Italy
    • Related Report
      2010 Annual Research Report
  • [Presentation] Influence of 10 Seconds Interval in Pragmatic Interpretation2010

    • Author(s)
      T.Yasuda
    • Organizer
      The 19th IEEE Int.Symposium on Robot and Human Interactive Communication (Ro-Man2010)
    • Place of Presentation
      Viareggio, Italy
    • Related Report
      2010 Annual Research Report
  • [Presentation] Question utterance in a collaborative conveyer task in virtual space2010

    • Author(s)
      M.Kumata
    • Organizer
      The 19th IEEE Int.Symposium on Robot and Human Interactive Communication(Ro-Man2010)
    • Place of Presentation
      Viareggio, Italy
    • Related Report
      2010 Annual Research Report
  • [Presentation] Social Cooperation Analysis for Multi-user Cooperative Tasks2010

    • Author(s)
      H.Igarashi
    • Organizer
      The 19th IEEE Int.Symposium on Robot and Human Interactive Communication(Ro-Man2010)
    • Place of Presentation
      Viareggio, Italy
    • Related Report
      2010 Annual Research Report
  • [Presentation] Estimation method of awareness level using an iconic model for support robots2010

    • Author(s)
      K.Kuronuma
    • Organizer
      The First IFToMM Asian Conference on Mechanism and Machine Science (Asian-MMS2010)
    • Place of Presentation
      Taipei, Taiwan
    • Related Report
      2010 Annual Research Report
  • [Presentation] Changes of DSSJ data in a female child's whole day2010

    • Author(s)
      S.Nakata
    • Organizer
      The 12th Annual International Conference of the Japanese Society for Language Sciences
    • Place of Presentation
      Tokyo, Japan
    • Related Report
      2010 Annual Research Report
  • [Presentation] SOMベイズフィルタによる機械操作意図の推定2010

    • Author(s)
      鈴木聡
    • Organizer
      平成22年電気学会産業応用部門大会
    • Place of Presentation
      豊洲、東京
    • Related Report
      2010 Annual Research Report
  • [Presentation] 協調作業時の方策と質問発話の変化2010

    • Author(s)
      熊田雅史
    • Organizer
      日本認知科学会第27回大会
    • Place of Presentation
      神戸,兵庫
    • Related Report
      2010 Annual Research Report
  • [Presentation] マイクロスリップ"躊躇"の生起時間の変化と視線移動-日常的作業時における熟達の影響-2010

    • Author(s)
      安田哲也
    • Organizer
      日本生態心理学会第3回大会
    • Place of Presentation
      京都,京都(招待講演)
    • Related Report
      2010 Annual Research Report
  • [Presentation] 仮想空間協調作業タスクにおける熟達変化と視覚情報の関係2009

    • Author(s)
      黒沼邦彦
    • Organizer
      第10回システムインテグレーション部門講演会(SI2009)
    • Place of Presentation
      東京
    • Year and Date
      2009-12-24
    • Related Report
      2009 Annual Research Report
  • [Presentation] Cooperative Transportation by Multi-robots with Selecting Leader2009

    • Author(s)
      Y.Tohyama
    • Organizer
      35th Annual Conference of the IEEE Industrial Electronics Society (IECON2009)
    • Place of Presentation
      Porto, Portugal
    • Year and Date
      2009-11-04
    • Related Report
      2009 Annual Research Report
  • [Presentation] Relations between eye gaze and cognitive factors in a transportation task using remote control2009

    • Author(s)
      H.Kobayashi
    • Organizer
      RO-MAN09
    • Place of Presentation
      Toyama, Japan
    • Year and Date
      2009-10-27
    • Related Report
      2010 Final Research Report
  • [Presentation] Visible classification of task-switching strategies in vehicle operation2009

    • Author(s)
      Satoshi Suzuki
    • Organizer
      8th IEEE International Symposium on Robot and Human Interactive Communication (RO-MANO9)
    • Place of Presentation
      Toyama, Japan
    • Year and Date
      2009-10-27
    • Related Report
      2009 Annual Research Report
  • [Presentation] Relations Between Eye Gaze and Cognitive Factors in a Transportation Task Using Remote Control2009

    • Author(s)
      Harumi Kobayashi
    • Organizer
      8th IEEE International Symposium on Robot and Human Interactive Communication (RO-MANO9)
    • Place of Presentation
      Toyama, Japan
    • Year and Date
      2009-10-27
    • Related Report
      2009 Annual Research Report
  • [Presentation] Role Sharing Analysis on Multi-operator Cooperative Work2009

    • Author(s)
      Hiroshi Igarashi
    • Organizer
      8th IEEE International Symposium on Robot and Human Interactive Communication (RO-MANO9)
    • Place of Presentation
      Toyama, Japan
    • Year and Date
      2009-10-27
    • Related Report
      2009 Annual Research Report
  • [Presentation] Segmentation and analysis of console operation using self-organizing map with cluster growing method2009

    • Author(s)
      Satoshi Suzuki
    • Organizer
      2009 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS2009)
    • Place of Presentation
      St.Louis, USA
    • Year and Date
      2009-10-14
    • Related Report
      2009 Annual Research Report
  • [Presentation] バーチャル箱運搬協調作業タスクにおける発話内容の熟達に伴う変化2009

    • Author(s)
      中田脩一
    • Organizer
      日本認知科学会第26回大会
    • Place of Presentation
      藤沢,神奈川
    • Year and Date
      2009-09-11
    • Related Report
      2009 Annual Research Report
  • [Presentation] Development of gaze detection system for multiple users -toward realization of an intelligent service interface-2009

    • Author(s)
      Satoshi Suzuki
    • Organizer
      ICROS-SICE International Joint Conference 2009
    • Place of Presentation
      Fukuoka, Japan
    • Year and Date
      2009-08-20
    • Related Report
      2009 Annual Research Report
  • [Presentation] Real Number Laplace Transformation-based Identification and its Application2009

    • Author(s)
      Satoshi Suzuki
    • Organizer
      2009 IEEE International Conference on Mechatronics and Automation (ICMA2009)
    • Place of Presentation
      Changchun, China
    • Year and Date
      2009-08-09
    • Related Report
      2009 Annual Research Report
  • [Presentation] Visualization of task switching strategy of machine operation (HAM Special Session)2009

    • Author(s)
      Satoshi Suzuki
    • Organizer
      2009 IEEE Int. Conf. on Networking, Sensing and Control (ICNSC2009)
    • Place of Presentation
      Okayama, Japan
    • Year and Date
      2009-03-28
    • Related Report
      2008 Annual Research Report
  • [Presentation] 機械操縦におけるサブリミナルキャリブレーション2009

    • Author(s)
      五十嵐 洋
    • Organizer
      第14回ロボティクスシンポジア
    • Place of Presentation
      北海道, 日本
    • Year and Date
      2009-03-16
    • Related Report
      2008 Annual Research Report
  • [Presentation] Role sharing analysis on multi-operator cooperative work2009

    • Author(s)
      H.Igarashi, S.Suzuki, H.Kobayashi, F.Harashima
    • Organizer
      Ro-Man2009
    • Place of Presentation
      Toyama, Japan
    • Related Report
      2010 Final Research Report
  • [Presentation] Analysis of Machine Operation Skills using Hand Discrete Movement2008

    • Author(s)
      Satoshi Suzuki
    • Organizer
      International Conference on Control, Automation and Systems 2008 (ICCAS2008)
    • Place of Presentation
      Seoul, Korea
    • Year and Date
      2008-10-17
    • Related Report
      2008 Annual Research Report
  • [Presentation] Subliminal Calibration for Machine Operation Systems Subliminal Calibration for Machine Operation Systems2008

    • Author(s)
      Hiroshi Igarashi
    • Organizer
      International Conference on Control, Automation and Systems 2008 (ICCAS2008)
    • Place of Presentation
      Seoul, Korea
    • Year and Date
      2008-10-17
    • Related Report
      2008 Annual Research Report
  • [Presentation] Intelligent Mechatronics and Robotics (keynote speech)2008

    • Author(s)
      Fumio Harashima
    • Organizer
      2008 IEEE Int. Conf. on Emerging Technologies and Factory Automation (ETFA2008)
    • Place of Presentation
      Hamburg, Germany
    • Year and Date
      2008-09-15
    • Related Report
      2008 Annual Research Report
  • [Presentation] Analysis of machine operation skills using hand discrete movement2008

    • Author(s)
      Satoshi Suzuki
    • Organizer
      2008 IEEE Int. Conf. on Emerging Technologies and Factory Automation (ETFA2008)
    • Place of Presentation
      Hamburg, Germany
    • Year and Date
      2008-09-15
    • Related Report
      2008 Annual Research Report
  • [Presentation] Real Number Laplace Transformation-based Identification for First-order System including Time-delay2008

    • Author(s)
      Satoshi Suzuki
    • Organizer
      2008 IEEE Int. Conf. on Emerging Technologies and Factory Automation (ETFA2008)
    • Place of Presentation
      Hamburg, Germany
    • Year and Date
      2008-09-15
    • Related Report
      2008 Annual Research Report
  • [Presentation] Adaptive Cooperation for Multi-Agent Systems Based on Human Social Behavior2008

    • Author(s)
      Hiroshi Igarashi
    • Organizer
      International Symposium on Nonlinear and its Applications
    • Place of Presentation
      Budapest, Hungary
    • Year and Date
      2008-09-08
    • Related Report
      2008 Annual Research Report
  • [Presentation] Contextaware Bayesian intention estimator using Self-Organizing Map and Petri net

    • Author(s)
      S.Suzuki, F.Harashima
    • Organizer
      IEEE Int.Symp.on Robot and Human Interactive Communication (Ro-Man2011)
    • Place of Presentation
      Atlanta, USA
    • Related Report
      2010 Final Research Report
  • [Presentation] Use of Visual Working Memory in a Manipulative Task

    • Author(s)
      Harumi Kobayashi
    • Organizer
      The International Conference on Control, Automation and Systems 2008
    • Place of Presentation
      Seoul, Korea
    • Related Report
      2008 Annual Research Report
  • [Presentation] Strategy Changes and Activation of the Prefrontal Cortex

    • Author(s)
      Tetsuya Yasuda
    • Organizer
      The International Conference on Control, Automation and Systems 2008
    • Place of Presentation
      Seoul, Korea
    • Related Report
      2008 Annual Research Report
  • [Book] Factory Automation (Chapter 30, Easy-implementable on-line identification method for a first-order system including a time-delay)2010

    • Author(s)
      S.Suzuki
    • Total Pages
      602
    • Publisher
      InTech
    • Related Report
      2010 Annual Research Report
  • [Book] 「工学」のおもしろさを学ぶ(3章ロボットにみる工学のナカミ)2010

    • Author(s)
      東京電機大学(編)・鈴木聡
    • Total Pages
      168
    • Publisher
      東京電機大学出版局
    • Related Report
      2009 Annual Research Report
  • [Remarks]

    • URL

      http://www.humachine.fr.dendai.ac.jp/

    • Related Report
      2010 Final Research Report
  • [Remarks]

    • URL

      http://www.humachine.fr.dendai.ac.jp/

    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://www.humachine.fr.dendai.ac.jp/

    • Related Report
      2009 Annual Research Report
  • [Remarks]

    • URL

      http://www.ssuzuki.fr.dendai.ac.jp/

    • Related Report
      2008 Annual Research Report

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Published: 2008-04-01   Modified: 2016-04-21  

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