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Adaptive Microworld for Developing Skill in Investigative Learning on the Web

Research Project

Project/Area Number 17H01992
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Educational technology
Research InstitutionThe University of Electro-Communications

Principal Investigator

KASHIHARA Akihiro  電気通信大学, 大学院情報理工学研究科, 教授 (10243263)

Co-Investigator(Kenkyū-buntansha) 鷹岡 亮  山口大学, 教育学部, 教授 (10293135)
長谷川 忍  北陸先端科学技術大学院大学, 情報社会基盤研究センター, 准教授 (30345665)
Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥17,550,000 (Direct Cost: ¥13,500,000、Indirect Cost: ¥4,050,000)
Fiscal Year 2019: ¥5,590,000 (Direct Cost: ¥4,300,000、Indirect Cost: ¥1,290,000)
Fiscal Year 2018: ¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2017: ¥6,760,000 (Direct Cost: ¥5,200,000、Indirect Cost: ¥1,560,000)
Keywords教育工学 / Webマイクロワールド / 適応的支援 / 調べ学習 / Linked Open Data
Outline of Final Research Achievements

The main issue addressed in this work was how to develop skills in investigative learning on the Web. Our approach to this issue is to develop an adaptive Web microworld that could properly enhance self-directed investigation process on the Web. In particular, we developed novel methods for diagnosing Web-based investigative learning process by means of LOD (Linked Open Data) and for controlling questions and learning resources to be presented to learners. In addition, we designed adaptive guides for presenting sub-questions to be investigated according to learners’ skill, and exercise problem generation for skill improvement. The results of the case studies suggest the validity and usability of LOD-based diagnosis, the effectiveness of adaptive guides and exercise question generation. We finally ascertained that the adaptive Web microworld could improve Web-based investigative learning skill.

Academic Significance and Societal Importance of the Research Achievements

現代の知識社会を生き抜く上で,Webを活用して調べ学習するスキルは極めて重要であり,初等中等教育からその指導が試みられているが,Webの特徴を活かした学び方を指南することは希である.本研究成果である適応的Webマイクロワールドでは, Web調べ学習での学び方をデザインし,その習得をシステマティックに支援することができる。また、オープンエンドかつ非構造な学習空間での主体的な学習プロセスに対する適応的支援は,当該分野における挑戦的な研究課題となっており、本WebマイクロワールドはWeb空間での学習の主体性維持と学習者適応を両立する点で学術的意義があり,独創性の高い研究成果といえる。

Report

(4 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (62 results)

All 2020 2019 2018 2017 Other

All Journal Article (8 results) (of which Peer Reviewed: 6 results,  Open Access: 5 results) Presentation (51 results) (of which Int'l Joint Research: 15 results,  Invited: 5 results) Book (1 results) Remarks (2 results)

  • [Journal Article] 学習支援システム研究における学びのモデルデザイン2020

    • Author(s)
      柏原 昭博
    • Journal Title

      人工知能学会誌

      Volume: 35 Pages: 201-207

    • NAID

      130007917774

    • Related Report
      2019 Annual Research Report
    • Open Access
  • [Journal Article] Learning with Robot for Enhancing Engagement2019

    • Author(s)
      柏原 昭博
    • Journal Title

      Computer & Education

      Volume: 46 Issue: 0 Pages: 30-37

    • DOI

      10.14949/konpyutariyoukyouiku.46.30

    • NAID

      130007755125

    • ISSN
      2186-2168, 2188-6962
    • Year and Date
      2019-06-01
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 認知的スキル学習支援におけるゲーミフィケーションの役割2019

    • Author(s)
      長谷川 忍
    • Journal Title

      教育システム情報学会誌

      Volume: 36 (1) Pages: 9-16

    • NAID

      130007542489

    • Related Report
      2018 Annual Research Report
  • [Journal Article] An Usefulness Evaluation of Web based Application for Understanding Structure of Geometric Proof in Junior High School2018

    • Author(s)
      濵田 さとみ、鷹岡 亮、横山 誠
    • Journal Title

      Japan Journal of Educational Technology

      Volume: 42 Issue: Suppl. Pages: 169-172

    • DOI

      10.15077/jjet.S42092

    • NAID

      130007546335

    • ISSN
      1349-8290, 2189-6453
    • Year and Date
      2018-12-20
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Comparative Experiments on Mouse-based and Typing-based Copy-and-Paste Methods2018

    • Author(s)
      Hiroyuki Mitsuhara, Masami Shishibori and Akihiro Kashihara
    • Journal Title

      The Journal of Information and Systems in Education

      Volume: 17 Issue: 1 Pages: 17-26

    • DOI

      10.12937/ejsise.17.17

    • NAID

      130006742886

    • ISSN
      1348-236X, 2186-3679
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Investigative Report Writing Support System for Effective Knowledge Construction from the Web2018

    • Author(s)
      Hiroyuki Mitsuhara, Masami Shishibori and Akihiro Kashihara
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E101.D Issue: 4 Pages: 874-883

    • DOI

      10.1587/transinf.2016IIP0023

    • NAID

      130006602380

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Comparative Experiments on Mouse-based and Typing-based Copy-and-Paste Methods2018

    • Author(s)
      Hiroyuki Matsuhara, Masami Shishibori, and Akihiro Kashihara
    • Journal Title

      Journal of Information and Systems in Education

      Volume: 17

    • NAID

      130006742886

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 「学びのストーリーノート」を活用した省察活動の実践と評価2017

    • Author(s)
      鷹岡亮、奈良崎雄郁、嶋本雅宏、横山誠、加藤直樹
    • Journal Title

      日本情報科教育学会学会誌

      Volume: 10 Pages: 71-79

    • NAID

      130007821288

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Presentation] Web調べ学習における課題関連度の提案-興味の遷移に対応したLODに基づく指標の算定-2020

    • Author(s)
      山内拓磨,太田光一,長谷川忍,柏原昭博
    • Organizer
      教育システム情報学会2019年度第5回研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] AIとしての学習支援システム研究の変遷と未来像2020

    • Author(s)
      柏原 昭博
    • Organizer
      mLC・eLC共催 New Year Meeting 2020
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] VRを利用したプレゼンテーションセルフレビューシステム2020

    • Author(s)
      平田雄也,柏原昭博
    • Organizer
      2019年度教育システム情報学会学生研究発表会(関東地区)
    • Related Report
      2019 Annual Research Report
  • [Presentation] プレゼンテーション・リハーサル支援システムにおける議論支援ツールの構築 - バックレビュー支援を目的とした議論状況の保存・再現機能の評価 -2020

    • Author(s)
      山田晏司,岡本竜,柏原昭博
    • Organizer
      電子情報通信学会教育工学研究会技術研究報告
    • Related Report
      2019 Annual Research Report
  • [Presentation] Web調べ学習スキル向上を目的としたマイクロワールドの構築2020

    • Author(s)
      柏原昭博,佐藤禎紀,萩原未来,太田光一,長谷川忍,鷹岡亮
    • Organizer
      人工知能学会第88回先進的学習科学と工学研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 学習者のWeb調べ学習スキルに応じた演習問題生成2020

    • Author(s)
      萩原未来,柏原昭博,長谷川忍,太田光一,鷹岡亮
    • Organizer
      教育システム情報学会2019年度第6回研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Web調べ学習における学習シナリオの再構築支援2020

    • Author(s)
      森下夏暉,柏原昭博,太田光一,長谷川忍
    • Organizer
      教育システム情報学会2019年度第6回研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 豊かな学びのデザインマップを活用した大学における授業実践とeポートフォリオの支援機能について2020

    • Author(s)
      鷹岡亮, 加藤直樹, 横山誠, 上市善章, 芳賀敬輔, 村松祐子
    • Organizer
      教育システム情報学会2019年度第6回研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 主体的なWeb調べ学習プロセスの診断に基づく支援手法2019

    • Author(s)
      佐藤禎紀, 柏原昭博, 長谷川忍, 太田光一, 鷹岡亮
    • Organizer
      人工知能学会全国大会(第33回)
    • Related Report
      2019 Annual Research Report
  • [Presentation] Web調べ学習における適応的な部分課題推薦手法の評価2019

    • Author(s)
      萩原未来,柏原昭博,長谷川忍,太田光一,鷹岡亮
    • Organizer
      教育システム情報学会2019年度第2回研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] A Hypothetical Model toward Establishing a Relationship between Cognition and Metacognition in Technology-Enhanced Self-Regulated Learning2019

    • Author(s)
      Minh-Tuan Tran, and Shinobu Hasegawa
    • Organizer
      International Conference on Frontiers in Education: Computer Science and Computer Engineering
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 教育工学における AI 研究のこれまでと今後2019

    • Author(s)
      柏原 昭博
    • Organizer
      日本教育工学会2019年秋季全国大会 シンポジウム「AI 時代に求められる教育工学の役割」
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 学習支援システム研究の核心と拡がり2019

    • Author(s)
      柏原 昭博
    • Organizer
      教育システム情報学会第44回全国大会 基調講演
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Web調べ学習のための演習問題作成手法2019

    • Author(s)
      齊藤玲,佐藤禎紀,萩原未来,太田光一,柏原昭博
    • Organizer
      教育システム情報学会第44回全国大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Designing PBL steps in vocational course based on students' readiness and teachers' discussion2019

    • Author(s)
      Abdul Haris Setiawan and R.Takaoka
    • Organizer
      Journal of Physics: Conference Series (ICTVT2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Towards Generating Exercise Questions with LOD for Web-based Investigative Learning2019

    • Author(s)
      Rei Saito, Yoshiki Sato, Miki Hagiwara, Koichi Ota, Akihiro Kashihara
    • Organizer
      The 16th International Conference on Cognition and Exploratory Learning in Digital Age
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Promoting Reflection on Question Decomposition in Web-based Investigative Learning2019

    • Author(s)
      Yoshiki Sato, Akihiro Kashihara, Shinobu Hasegawa, Koichi Ota, Ryo Takaoka
    • Organizer
      The 27th International Conference on Computers in Education (ICCE2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Adaptive Recommendation for Question Decomposition in Web-based Investigative Learning2019

    • Author(s)
      Miki Hagiwara, Akihiro Kashihara, Shinobu Hasegawa, Koichi Ota, Ryo Takaoka
    • Organizer
      The 2019 IEEE International Conference on Teaching, Assessment, and Learning for Engineering
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Role of Gamification in Designing Cognitive Learning Support Systems2019

    • Author(s)
      Shinobu Hasegawa
    • Organizer
      Smart Information / Smart Knowledge / Smart Material Workshop 2019 (SISKSM2019)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Web調べ学習におけるLODを用いた演習問題作成2019

    • Author(s)
      齊藤玲,佐藤禎紀,萩原未来,太田光一,柏原昭博
    • Organizer
      2018年度教育システム情報学会学生研究発表会(関東地区)
    • Related Report
      2018 Annual Research Report
  • [Presentation] セルフレビュー支援のためのプレゼンテーション診断2019

    • Author(s)
      瀬谷遼太郎,稲澤圭佑,柏原昭博
    • Organizer
      2018年度教育システム情報学会学生研究発表会(関東地区)
    • Related Report
      2018 Annual Research Report
  • [Presentation] Web調べ学習における課題展開の診断によるリフレクション支援2019

    • Author(s)
      佐藤禎紀,柏原昭博,長谷川忍,太田光一,鷹岡亮
    • Organizer
      人工知能学会第85回先進的学習科学と工学研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Diagnosis with Linked Open Data for Question Decompotision in Web-based Investigative Learning2019

    • Author(s)
      Yoshiki Sato, Akihiro Kashihara, Shinobu Hasegawa, Koichi Ota, Ryo Takaoka
    • Organizer
      The International Conference on Smart Learning Environments (ICSLE 2019)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Partner Robot for Promoting Collaborative Reading2019

    • Author(s)
      Yoshihiro Adachi, Akihiro Kashihara
    • Organizer
      The International Conference on Smart Learning Environments (ICSLE 2019)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 効果的な学習体験を作り出す学習支援ロボット2018

    • Author(s)
      柏原昭博
    • Organizer
      2018年度人工知能学会全国大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Concept Map Building from Linked Open Data for Cybersecurity Awareness Training2018

    • Author(s)
      Zheyu Tan, Shinobu Hasegawa, and Razvan Beuran
    • Organizer
      人工知能学会先進的学習科学と工学研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 産学連携の推進にあたり考えるべきこと2018

    • Author(s)
      柏原昭博
    • Organizer
      教育システム情報学会第43回全国大会企画パネル「産学連携からみた教育・学習支援システム研究の今と5年後10年後」
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] DBpedia Japanese を用いた Web 調べ学習における課題展開診断手法2018

    • Author(s)
      佐藤禎紀, 柏原昭博, 長谷川忍, 太田光一, 鷹岡亮
    • Organizer
      教育システム情報学会 第43回全国大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Web調べ学習における課題展開のための推薦手法2018

    • Author(s)
      萩原未来, 柏原昭博, 長谷川忍, 太田光一, 鷹岡亮
    • Organizer
      教育システム情報学会 第43回全国大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 人型ロボットを用いたプレゼンテーション動作のセルフレビュー支援方法2018

    • Author(s)
      稲澤佳祐, 柏原昭博
    • Organizer
      教育システム情報学会 第43回全国大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 英文読み合いにおけるネガティブな対人影響を軽減する学習パートナーロボット2018

    • Author(s)
      足立祥啓, 柏原昭博
    • Organizer
      教育システム情報学会 第43回全国大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 効果的な英文読み合いを行う学習パートナーロボットのデザインと評価2018

    • Author(s)
      足立祥啓,柏原 昭博
    • Organizer
      教育システム情報学会第4回研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 遠隔合同授業における学習者の思考活動を支援するツールの開発2018

    • Author(s)
      横山誠, 鷹岡亮
    • Organizer
      電子情報通信学会技術研究報告
    • Related Report
      2018 Annual Research Report
  • [Presentation] Web調べ学習における課題展開診断手法の評価2018

    • Author(s)
      太田光一,佐藤禎紀,柏原昭博,長谷川忍,鷹岡亮
    • Organizer
      教育システム情報学会第3回研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] A Presentation Robot for Promoting Model-based Self-Review2018

    • Author(s)
      Keisuke Inazawa, and Akihiro Kashihara
    • Organizer
      The 26th International Conference on Computers in Education (ICCE 2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Students’ perspective of Social Media Role in Technical and Vocational Education and Training (TVET)2018

    • Author(s)
      Didin Wahyudin, Yoyo Somantri, Erik Haritman, and Shinobu Hasegawa
    • Organizer
      The 26th International Conference on Computers in Education (ICCE2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Web調べ学習における適応的な課題展開支援2018

    • Author(s)
      萩原未来, 柏原昭博,長谷川忍,太田光一,鷹岡亮
    • Organizer
      2017年度教育システム情報学会学生研究発表会(関東地区)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 聴衆のプレゼンテーション理解を促進するロボットの非言語動作の検証2018

    • Author(s)
      後藤充裕,石野達也,稲澤佳祐,松村成宗,布引純史,柏原昭博
    • Organizer
      人工知能学会第82回先進的学習科学と工学研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] プレゼンテーションロボットによるセルフレビュー支援2018

    • Author(s)
      柏原昭博,稲澤佳祐
    • Organizer
      人工知能学会第82回先進的学習科学と工学研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Web調べ学習における主体的学習プロセスの診断手法2018

    • Author(s)
      佐藤禎紀,柏原昭博,長谷川忍,太田光一,鷹岡亮
    • Organizer
      教育システム情報学会第6回研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Web調べ学習のためのマイクロワールドデザイン2017

    • Author(s)
      柏原昭博,柿沼保宏,太田光一
    • Organizer
      2017年度人工知能学会全国大会(第31回)
    • Related Report
      2017 Annual Research Report
  • [Presentation] プレゼンテーション改善のためのセルフリハーサルにおける客観視促進2017

    • Author(s)
      稲澤佳祐,柏原昭博
    • Organizer
      教育システム情報学会 2017年度第2回研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 学習者自ら気づく思考プロセスのデザイン2017

    • Author(s)
      柏原昭博,梅津和朗,堀口匠
    • 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] プレゼンテーションアバターを用いたセルフリハーサル支援2017

    • Author(s)
      稲澤佳祐,柏原昭博
    • 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] Webマイクロワールドにおける調べ学習の適応的支援2017

    • Author(s)
      太田光一,柏原昭博,長谷川忍
    • 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] Web上のプレゼンテーションドキュメントを活用したスライド調べ学習2017

    • Author(s)
      後藤充裕,柏原昭博
    • 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] Pseudo-Haptic Feedback for Promoting Narrative Comprehension2017

    • Author(s)
      Kazuaki Umetsu, and Akihiro Kashihara
    • Organizer
      The 14th International Conference on Cognition and Exploratory Learning in Digital Age 2017(CELDA2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Refining Presentation Documents with Presentation Schema2017

    • Author(s)
      Yuki Obara, and Akihiro Kashihara
    • Organizer
      The 14th International Conference on Cognition and Exploratory Learning in Digital Age 2017(CELDA2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] AI in EdTech/LearnTech2017

    • Author(s)
      Shinobu Hasegawa
    • Organizer
      International Symposium on Materials and Electrical Engineering (ISMEE 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Advances in Cybersecurity Education and Training Methodologies2017

    • Author(s)
      R. Beuran, K. Chinen, and S. Hasegawa
    • Organizer
      Journee Francophone de la Recherche (JFR 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Presentation Avatar for Self-Review2017

    • Author(s)
      Keisuke Inazawa, and Akihiro Kashihara
    • Organizer
      The 25th International Conference on Computers in Education (ICCE 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Book] 人工知能学大事典 (第15章教育支援担当)2017

    • Author(s)
      柏原昭博
    • Total Pages
      180
    • Publisher
      共立出版
    • ISBN
      9784320124202
    • Related Report
      2017 Annual Research Report
  • [Remarks] 柏原研究室Publications

    • URL

      https://wlgate.inf.uec.ac.jp/publication/

    • Related Report
      2019 Annual Research Report
  • [Remarks] 柏原研究室Publications

    • URL

      https://wlgate.inf.uec.ac.jp/contents/publication/publication_backnumber.html

    • Related Report
      2018 Annual Research Report 2017 Annual Research Report

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Published: 2017-04-28   Modified: 2021-02-19  

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