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Development and evaluation of learning support system based on the analysis of historical data

Research Project

Project/Area Number 23501108
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Educational technology
Research InstitutionKobe University

Principal Investigator

KANG Min  神戸大学, 国際文化学研究科, 教授 (60290425)

Co-Investigator(Kenkyū-buntansha) KASHIWAGI Harumi  神戸大学, 国際コミュニケーションセンター, 教授 (60343349)
OHTSUKI Kazuhiro  神戸大学, 大学院国際文化学研究科, 教授 (10185324)
Co-Investigator(Renkei-kenkyūsha) KABURAGI Makoto  放送大学, 兵庫学習センター, 客員教授 (40093504)
Project Period (FY) 2011-04-28 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2014: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2013: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2012: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2011: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords教授学習支援システム / 学習履歴データの分析 / データマニング / 統計的アプローチ / 誤りの検出 / 外国語学習支援 / リスニング学習 / 自律学習 / 単語認知 / 学習支援システムの構築 / データマイニング / CALLシステム / 学習履歴データ分析 / elearning / データマイング / ユーザビリティ / e-ラーニング / システム開発 / リスニング能力 / 科学教育
Outline of Final Research Achievements

The purpose of this research was to study how to develop learning systems to support English vocabulary listening. A language learning support system has been implemented and evaluated. The system can detect errors of phoneme perception by analyzing personalized historical data in word recognition and generate training materials concerned the errors. The system can help learners recognize their weak points easily in phoneme perception and take personalized training to overcome the weak points by themselves outside the classroom. Although there are some points that should be improved, the learning effectiveness by the system has also been clarified in evaluation experiments.

Report

(5 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (16 results)

All 2015 2014 2013 2012 2011

All Journal Article (9 results) (of which Acknowledgement Compliant: 2 results,  Peer Reviewed: 6 results) Presentation (7 results)

  • [Journal Article] 単語認知における音声知覚の弱点を分析する手法についての評価2015

    • Author(s)
      康敏,鄒亜亨,柏木治美,大月一弘,鏑木誠
    • Journal Title

      日本教育工学研究報告集(学習支援環境とデータ分析/一般)

      Volume: JSET15-1 Pages: 27-34

    • Related Report
      2014 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] Developing and Evaluating a Test Generation Module to Support Personalized Phoneme-based Training2014

    • Author(s)
      Yaheng ZOU, Harumi KASHIWAGI, Yi SUN, Kazuhiro OHTSUKI and Min KANG
    • Journal Title

      Proceedings of the 22nd International Conference on Computers in Education

      Volume: なし Pages: 809-811

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Analysis of E-Learning Logs to Estimate Students' Phonemic Perception Confusion in English Word Recognition2013

    • Author(s)
      Min Kang, Yaheng Zou, Harumi Kashiwagi, Kazuhiro Ohtsuki and Makoto Kaburagi
    • Journal Title

      LNCS 8167, Advances in Web-Based Learning - ICWL 2013

      Pages: 320-329

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Development of Material Automatic Generation System Based on the Analysis of Phonemic Errors in English Vocabulary Listening2013

    • Author(s)
      Yaheng Zou, Kashiawgi Harumi, Kazuhiro Ohtsuki and Min Kang
    • Journal Title

      LNCS 8167, Advances in Web-Based Learning - ICWL 2013

      Pages: 340-349

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Developing a Learning Support System to Detect Phonemic Errors in Data of Listening Learning Log2013

    • Author(s)
      Yaheng ZOU, Kashiwagi HARUMI, Kazuhiro OHTSUKI, Min KANG
    • Journal Title

      Proceedings of the International Conference on e-Commerce, e-Administration, e-Society, e-Education, and e-Technology

      Pages: 1145-1154

    • Related Report
      2013 Research-status Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 英単語学習支援システムにおける記憶メカニズムの活用についての検討2013

    • Author(s)
      蒋傑翔,鄒亜亨,柏木治美,康敏
    • Journal Title

      日本教育工学研究報告集

      Volume: JSET13-1 Pages: 117-124

    • Related Report
      2012 Research-status Report
  • [Journal Article] リスニング学習履歴データに基づく誤りパターンの検出システム2012

    • Author(s)
      鄒亜亨,柏木治美,大月一弘,康敏
    • Journal Title

      日本教育工学会論文誌

      Volume: 36 Pages: 49-52

    • NAID

      110009596215

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] フィードバック機能を重視したリスニング学習支援システムの開発2012

    • Author(s)
      鄒 亜亨
    • Journal Title

      日本教育工学研究報告集

      Volume: JSET12-1 Pages: 179-186

    • Related Report
      2011 Research-status Report
  • [Journal Article] An analysis of learners' response to diagnostic rhyme test2011

    • Author(s)
      Min Kang
    • Journal Title

      Proceedings of Annual international conference on education & E-Learning

      Pages: 110-114

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] 音声知覚弱点の推測についての検討2013

    • Author(s)
      康敏, 鄒亜亨,柏木治美,大月一弘,鏑木誠
    • Organizer
      日本教育工学会
    • Place of Presentation
      秋田大学
    • Related Report
      2013 Research-status Report
  • [Presentation] 英単語学習におけるリスニング教材自動生成システムの試作2013

    • Author(s)
      鄒亜亨,柏木治美,大月一弘,康敏
    • Organizer
      日本教育工学会
    • Place of Presentation
      秋田大学
    • Related Report
      2013 Research-status Report
  • [Presentation] DRT単語を利用した合成音声リスニングテストの結果2012

    • Author(s)
      康敏, 鄒亜亨,柏木治美,大月一弘,鏑木誠
    • Organizer
      日本教育工学会第28回全国大会
    • Place of Presentation
      長崎大学文教キャンパス
    • Related Report
      2012 Research-status Report
  • [Presentation] 英単語学習における誤りパターンの検出2012

    • Author(s)
      鄒亜亨,柏木治美,大月一弘,康敏
    • Organizer
      日本教育工学会第28回全国大会
    • Place of Presentation
      長崎大学文教キャンパス
    • Related Report
      2012 Research-status Report
  • [Presentation] 記憶の特徴を考慮した英単語学習支援システム開発の試み2012

    • Author(s)
      蒋傑翔,鄒亜亨,柏木治美,康敏
    • Organizer
      日本教育工学会第28回全国大会
    • Place of Presentation
      長崎大学文教キャンパス
    • Related Report
      2012 Research-status Report
  • [Presentation] 英単語学習における聞き取り困難な音声要素の自動検出の試み2011

    • Author(s)
      康 敏
    • Organizer
      日本教育工学会第27回全国大会
    • Place of Presentation
      東京
    • Related Report
      2011 Research-status Report
  • [Presentation] リスニング学習支援システムにおけるフィードバック機能2011

    • Author(s)
      鄒 亜亨
    • Organizer
      日本教育工学会第27回全国大会
    • Place of Presentation
      東京
    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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