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Skill learning support system with partial perception protection tools

Research Project

Project/Area Number 26560117
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Educational technology
Research InstitutionWakayama University

Principal Investigator

TAKI Hirokazu  和歌山大学, 学内共同利用施設等, 学長 (10304180)

Co-Investigator(Kenkyū-buntansha) 松田 憲幸  和歌山大学, システム工学部, 准教授 (40294128)
曽我 真人  和歌山大学, システム工学部, 准教授 (60252839)
三浦 浩一  和歌山大学, システム工学部, 助教 (70362861)
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2016: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2015: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords教育工学 / 感性情報処理 / スキルサイエンス / 脳計測 / 感性情報学 / 教授学習支援システム / スキル学習 / 脳波計測
Outline of Final Research Achievements

We developed the skill learning support system with partial perception protection tools. We also researched the classification algorithm which cognitive status was normal or blocking perception by analyzing brain activity.To verify whether it is possible to objectively analyze the learning state of the learner, EEG analysis at sensory skill learning was conducted for braille learning.We inspected whether the analysis of the cognitive status of learning was possible by performing electroencephalographic analysis.We analyzed activity of the primary somatic sensation field and the frontal lobe.As the result, it was shown that the progress of learning can be grasped by analyzing the ration of β wave to α wave, and learning tendency can be grasped by performing brain wave coherence analysis of the frontal lobe, sensory area, and Wernicke field from the brain wave data of the learner.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (8 results)

All 2017 2016 2015 2014

All Presentation (8 results) (of which Int'l Joint Research: 1 results)

  • [Presentation] An analysis of brain activity in sensory skill learning for braille learning2017

    • Author(s)
      Takayo Kawasaki,Hirokazu Miura,Noriyuki Matsuda,Hirokazu Taki
    • Organizer
      International Symposium on Artificial Life and Robotics (AROB2017)
    • Place of Presentation
      Beppu, Oita, Japan
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 感覚技能学習の為の触覚刺激箇所の増減に伴う脳活動解析2016

    • Author(s)
      川崎貴世,三浦浩一,松田憲幸,曽我真人,瀧寛和
    • Organizer
      電気学会 次世代産業システム研究会
    • Place of Presentation
      中央電気倶楽部(大阪市)
    • Year and Date
      2016-03-22
    • Related Report
      2015 Research-status Report
  • [Presentation] The Analysis of the Brain State Measuring by NIRS-based BMI in Answering yes-no Questions2015

    • Author(s)
      Kosuke Tanino, Hirokazu Miura, Noriyuki Matsuda, Hirokazu Taki
    • Organizer
      19th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
    • Place of Presentation
      Singapore
    • Year and Date
      2015-09-07
    • Related Report
      2015 Research-status Report
  • [Presentation] Analysis of brain activity in perception of pseudo-haptic using NIRS2015

    • Author(s)
      Keijiro Sakagami, Kosuke Tanino, Yuki Seto, Shumpei Ako, Hirokazu Miura, Noriyuki Matsuda, Masato Soga, Hirokazu Taki
    • Organizer
      THE TWENTIETH INTERNATIONAL SYMPOSIUM ON ARTIFICIAL LIFE AND ROBOTICS
    • Place of Presentation
      ビーコンプラザ(大分県別府市)
    • Year and Date
      2015-01-21
    • Related Report
      2014 Research-status Report
  • [Presentation] Classification of Haptic Tasks based on Electroencephalogram Frequency Analysis2014

    • Author(s)
      Hirokazu Miura, Junki Kimura, Noriyuki Matsuda, Masato Soga, Hirokazu Taki
    • Organizer
      18th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
    • Place of Presentation
      Gdynia, Poland
    • Year and Date
      2014-09-17
    • Related Report
      2014 Research-status Report
  • [Presentation] Classification by EEG Frequency Distribution in Imagination of Directions2014

    • Author(s)
      Yuki Seto, Shumpei Ako, Keijiro Sakagami, Hirokazu Miura, Noriyuki Matsuda, Masato Soga, Hirokazu Taki
    • Organizer
      18th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
    • Place of Presentation
      Gdynia, Poland
    • Year and Date
      2014-09-17
    • Related Report
      2014 Research-status Report
  • [Presentation] 擬似力覚知覚時のNIRS とEEG による脳活動分析2014

    • Author(s)
      阪上慶二朗,三浦浩一,松田憲幸,,曽我真人,瀧寛和
    • Organizer
      第39回教育システム情報学会全国大会
    • Place of Presentation
      和歌山大学(和歌山県和歌山市)
    • Year and Date
      2014-09-11
    • Related Report
      2014 Research-status Report
  • [Presentation] NIRS を利用した文章の肯定・否定に関する脳状態の識別2014

    • Author(s)
      谷野広祐,瀬戸勇記,阿児駿平,阪上慶二朗,三浦浩一,松田憲幸,曽我真人,瀧寛和
    • Organizer
      第28回人工知能学会全国大会
    • Place of Presentation
      ひめぎんホール(愛媛県松山市)
    • Year and Date
      2014-05-12
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2018-03-22  

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