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Development and Evaluation of Self-Tailored Educational Portal System for Students' Extracurricular Learning

Research Project

Project/Area Number 19H01717
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 09070:Educational technology-related
Research InstitutionTokyo Metropolitan University

Principal Investigator

Matsuda Takeshi  東京都立大学, 大学教育センター, 教授 (90406835)

Co-Investigator(Kenkyū-buntansha) 近藤 伸彦  東京都立大学, 大学教育センター, 准教授 (10534612)
重田 勝介  北海道大学, 情報基盤センター, 准教授 (40451900)
渡辺 雄貴  東京理科大学, 教育支援機構, 教授 (50570090)
加藤 浩  放送大学, 教養学部, 教授 (80332146)
Project Period (FY) 2019-04-01 – 2022-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥17,290,000 (Direct Cost: ¥13,300,000、Indirect Cost: ¥3,990,000)
Fiscal Year 2021: ¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2020: ¥7,540,000 (Direct Cost: ¥5,800,000、Indirect Cost: ¥1,740,000)
Fiscal Year 2019: ¥5,590,000 (Direct Cost: ¥4,300,000、Indirect Cost: ¥1,290,000)
Keywords自己主導学習 / 教学IRデータ / 学習履歴 / メタ認知 / 自己調整学習 / メタ認知的コントロール / 教学IR / 自己調整学習(SRL) / 自己主導学習(SDL)
Outline of Research at the Start

本研究では、教学IRデータが学生の学びの改善を支援するために有効活用されることを目
標に、学生向けIR情報ポータルサイトを開発、評価する。具体的には、自己調整学習(Self-Regulated Learning)および自己主導学習(Self-Directed Learning)の観点から履修科目、成績、アンケート結果、学習管理システム上のログなどの教学IRデータを分析、学生の学びの状況を可視化して表示し、学生に助言を与え、学び改善のためのシミュレーションを可能にするシステム(Self-Tailored Educational Portal System)を開発し、実際のデータを用いて評価する。

Outline of Final Research Achievements

In this research, we have developed a Self-Tailored Educational Portal System (STEPS) that visualizes and displays the learning status of university students and provides guidance on how to improve it. STEPS was designed based on the analysis results of student learning situation surveys at four universities and was developed as a system that records and visualizes literally all student learning plans and learning situations in detail. It can be expected that STEPS will enhance the readiness of Self-Directed Learning for students who are users.

Academic Significance and Societal Importance of the Research Achievements

本研究の学術的意義は,従来の教学IRでは利用できなかった個々の学生の詳細な学習のデータを,学習計画と学習の実態に分けた形で収集・表示できるようになり,ユーザのメタ認知的コントロールを複数の方向から促進する可能性を示したことである.第二の意義は,SDLレディネスが因子別に表示され,同時に授業外学習の状況が更新されながら示され続けることで,学生のSDL支援に寄与するシステム開発の端緒となったことである.
また本研究の社会的意義として,ポストコロナ・ウイズコロナ時代におけるSDLの重要性とシステムを通した具体的な支援方法の道筋を示したことが挙げられる.

Report

(4 results)
  • 2021 Annual Research Report   Final Research Report ( PDF )
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • Research Products

    (45 results)

All 2022 2021 2020 2019 Other

All Journal Article (12 results) (of which Peer Reviewed: 9 results,  Open Access: 11 results) Presentation (28 results) (of which Int'l Joint Research: 10 results,  Invited: 3 results) Book (2 results) Remarks (3 results)

  • [Journal Article] A Study on the Impact of Visualization and Sharing of Learning Assessment on Active Learning Behavior and Motivation2022

    • Author(s)
      近藤伸彦,畠中利治,松田岳士
    • Journal Title

      Transactions of Japanese Society for Information and Systems in Education

      Volume: 39 Issue: 2 Pages: 252-266

    • DOI

      10.14926/jsise.39.252

    • ISSN
      1341-4135, 2188-0980
    • Year and Date
      2022-04-01
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 初年次生からみた同期型オンライン授業の問題:自由記述の分析に基づく考察2022

    • Author(s)
      伏木田稚子, 大浦弘樹, 光永文彦, 吉川遼, 加藤浩
    • Journal Title

      名古屋高等教育研究

      Volume: 11 Pages: 261-280

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Evaluation of an Enrollment Advising System, DSIR2021

    • Author(s)
      松田岳士,近藤伸彦,渡辺雄貴,重田勝介,加藤浩
    • Journal Title

      Japan Journal of Educational Technology

      Volume: 44 Issue: Suppl. Pages: 209-212

    • DOI

      10.15077/jjet.S44122

    • NAID

      130007995808

    • ISSN
      1349-8290, 2189-6453
    • Year and Date
      2021-02-20
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Factors Affecting University Students' At-home Learning during the COVID-19 Pandemic -Implications for a Student Support System-2021

    • Author(s)
      Takeshi Matsuda, Yuki Watanabe, Katsusuke Shigeta, Nobuhiko Kondo, Hiroshi Kato
    • Journal Title

      International Journal for Educational Media and Technology

      Volume: 15 Pages: 55-66

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] An Approach for Academic Success Predictive Modeling based on Multi-objective Genetic Algorithm2021

    • Author(s)
      Nobuhiko Kondo, Takeshi Matsuda, Yuji Hayashi, Hideya Matsukawa, Mio Tsubakimoto, Yuki Watanabe, Shinji Tateishi, Hideaki Yamashita
    • Journal Title

      International Journal of Institutional Research and Management

      Volume: 5(1) Issue: 1 Pages: 31-49

    • DOI

      10.52731/ijirm.v5.i1.656

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 効果的なビデオ教材作成のヒント2021

    • Author(s)
      松田岳士
    • Journal Title

      臨床検査学教育

      Volume: 31 Pages: 52-57

    • Related Report
      2021 Annual Research Report
    • Open Access
  • [Journal Article] データサイエンスカリキュラム標準(専門教育レベル)の公開について2021

    • Author(s)
      加藤浩
    • Journal Title

      情報処理

      Volume: 62 Pages: 609-609

    • Related Report
      2021 Annual Research Report
    • Open Access
  • [Journal Article] Virtual Study Room: a Web Application to Support Self-Studying by Students for Distance Education2020

    • Author(s)
      原田織子, 加藤浩
    • Journal Title

      Japan Journal of Educational Technology

      Volume: 43 Issue: Suppl. Pages: 53-56

    • DOI

      10.15077/jjet.S43037

    • NAID

      130007814601

    • ISSN
      1349-8290, 2189-6453
    • Year and Date
      2020-02-20
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] ビッグデータ,IoT,AI:最新の事例と人材育成2020

    • Author(s)
      石井和夫, 里洋平, 橋本武彦, 福中公輔, 加藤浩, 吉野松樹
    • Journal Title

      情報処理学会デジタルプラクティス

      Volume: 11(3) Pages: 548-565

    • NAID

      170000183184

    • Related Report
      2020 Annual Research Report
    • Open Access
  • [Journal Article] Decision Support System with Institutional Research: A Student-Centered Enrollment Advising System2020

    • Author(s)
      Takeshi Matsuda, Yuki Watanabe, Katsusuke Shigeta, Nobuhiko Kondo, and Hiroshi Kato
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 12185 Pages: 55-64

    • DOI

      10.1007/978-3-030-50017-7_4

    • ISBN
      9783030500160, 9783030500177
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Attempts of Fading Student Support in E-learning -Testing a hypothetical model of minimum support through a pilot study2019

    • Author(s)
      Takeshi Matsuda, Mitsuru Kimoto, and Ken Kuriyama
    • Journal Title

      International Journalon Advances in Telecommunications

      Volume: 12 (3 &4) Pages: 40-50

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Estimation of Students' Learning States usingBayesian Networks and Log Data of Learning Management System2019

    • Author(s)
      Nobuhiko Kondo and Toshiharu Hatanaka
    • Journal Title

      International Journal of Institutional Research and Management

      Volume: 3 (2) Pages: 35-49

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] 初年次生の自由記述にみる同期型オンライン授業の問題2022

    • Author(s)
      伏木田雅子, 大浦弘樹, 光永文彦, 吉川遼, 加藤浩
    • Organizer
      日本教育工学会2022年春季全国大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] ハイフレックス・オーケストレーションの実現に向けた要件と課題2022

    • Author(s)
      大浦弘樹, 伏木田雅子, 光永文彦, 吉川遼, 加藤浩
    • Organizer
      日本教育工学会2022年春季全国大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 学習方略使用支援システムによる学習状況の可視化が共同体意識に与える影響2022

    • Author(s)
      近藤孝樹,横山喬一,御園真史,稲葉利江子,渡辺雄貴
    • Organizer
      日本教育工学会2022年春季全国大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 教学IR担当者から見た教育データ利活用の課題と解決策2021

    • Author(s)
      松田岳士
    • Organizer
      日本教育工学会2021年秋季全国大会
    • Related Report
      2021 Annual Research Report
    • Invited
  • [Presentation] JSET: How has COVID-19 affected education in Japan? Current Status and Prospects2021

    • Author(s)
      Tomomi Takabayashi, Takeshi Matsuda, Y.oshiko Goda
    • Organizer
      AECT21 International Convention
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 反転授業の完全オンライン化がオンデマンドコンテンツ受講へ与えた影響2021

    • Author(s)
      松田岳士
    • Organizer
      教育システム情報学会第46回全国大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 学生は汎用的能力の自己評価をどのように行うか2021

    • Author(s)
      近藤伸彦
    • Organizer
      第10回 大学情報・機関調査研究集会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 教学IRにおける学びのミクロ・マクロデータの統合的活用に関する検討2021

    • Author(s)
      近藤伸彦, 畠中利治, 松田岳士
    • Organizer
      教育システム情報学会第46回全国大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] Comparison between Face-to-Face and Remote Real-Time Lectures Based on Expression and Heart Rate Information2021

    • Author(s)
      Kotaro Sumida, Ayumi Ohnishi, Tshutome Terada, Hiroshi Kato, Hideaki Kuzuoka, Yoshihiko Kubota, Hideyuki Suzuki, Masahiko Tsukamoto
    • Organizer
      AACE, Innovate Learning Summit Online 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effectiveness of an Interface That Facilitates Nudge to Improve Note-Taking Strategies2021

    • Author(s)
      Takaki Kondo, Kyoichi Yokoyama, Tadashi Misono, Rieko Inaba, Yuki Watanabe
    • Organizer
      International Conference for Media in Education 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Nudge for Note Taking Assist System:A Learning Strategy Feedback System Among Learners Through Their Tablet2021

    • Author(s)
      Takaki Kondo, Kyoichi Yokoyama, Tadashi Misono, Rieko Inaba, Yuki Watanabe
    • Organizer
      23rd International Conference on Human-Computer Interaction
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 学習者の反応を授業内でフィードバックするシステムが授業者に与える影響2021

    • Author(s)
      近藤孝樹,横山喬一,御園真史,稲葉利江子,渡辺雄貴
    • Organizer
      日本教育工学会2021年春季全国大会講演論文集
    • Related Report
      2020 Annual Research Report
  • [Presentation] 総括的評価につながる学習評価の可視化と主体的な学習行動に関する考察2021

    • Author(s)
      近藤伸彦, 畠中利治, 松田岳士
    • Organizer
      教育システム情報学会2020年度特集論文研究会
    • Related Report
      2020 Annual Research Report
  • [Presentation] SDLレディネスに着目した科目選択支援システムの試作と評価2020

    • Author(s)
      松田岳士, 重田勝介, 近藤伸彦, 渡辺雄貴, 加藤浩
    • Organizer
      教育システム情報学会第45回全国大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] ウィズコロナ環境で大学生はどのように学んでいるか:学習支援システム開発へのヒント2020

    • Author(s)
      松田岳士, 近藤伸彦, 渡辺雄貴, 重田勝介, 加藤浩
    • Organizer
      教育システム情報学会研究会
    • Related Report
      2020 Annual Research Report
  • [Presentation] データサイエンス・AI教育への取り組みの現状2020

    • Author(s)
      加藤浩
    • Organizer
      情報処理学会FIT2020第19回情報科学技術フォーラム
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] 組織的教育改善支援(FD)を目的とした学習支援システムの運用における新規採用教員研修の影響2020

    • Author(s)
      江本理恵, 加藤浩
    • Organizer
      日本教育工学会2021年秋季全国大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 遠隔授業改善に向けたセンサデータに基づく対面授業と遠隔リアルタイム授業の比較調査2020

    • Author(s)
      角田幸太郎, 大西鮎美, 寺田努, 加藤浩, 葛岡英明, 久保田善彦, 鈴木栄幸, 塚本昌彦
    • Organizer
      ユビキタスウェアラブルワークショップ (UWW2020)
    • Related Report
      2020 Annual Research Report
  • [Presentation] Nudge for Instructional Design and Technology: Toward to One to One Computer in Educational Environment2020

    • Author(s)
      Kyoichi Yokoyama, Tadashi Misono, Rieko Inaba, Yuki Watanabe
    • Organizer
      International Conference for Media in Education 2020 Conference Program and Proceedings
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Socially Shared Regulation of Learning for higher education2020

    • Author(s)
      Takaki Kondo, Yuki Watanabe
    • Organizer
      International Conference for Media in Education 2020 Conference Program and Proceedings
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Academic Success Prediction based on Important Student Data Selected via Multi-objective Evolutionary Computation2020

    • Author(s)
      Nobuhiko Kondo, Takeshi Matsuda, Yuji Hayashi, Hideya Matsukawa, Mio Tsubakimoto, Yuki Watanabe, Shinji Tateishi, Hideaki Yamashita
    • Organizer
      9th International Congress on Advanced Applied Informatics (IIAI-AAI 2020)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Developing a Conceptual Model of Perceived Lecture Quality with the Learning Experience Level in Higher Education2020

    • Author(s)
      Hisaki Kawamoto, Yuki Watanabe, Takeshi Matsuda
    • Organizer
      INTED2020
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 高等教育における学習経験レベルの測定尺度の開発2020

    • Author(s)
      川本 弥希, 石橋嘉一, 渡辺雄貴, 松田岳士
    • Organizer
      日本教育工学会2020年春季全国大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 多目的進化計算により選定された重要変数に基づくアカデミック・サクセスの予測2020

    • Author(s)
      近藤伸彦,松田岳士,林祐司,渡辺雄貴,松河秀哉,立石慎治,椿本弥生,山下英明
    • Organizer
      日本教育工学会2020年春季全国大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 科目選択支援システムにおけるリフレクション機能の開発2019

    • Author(s)
      松田岳士, 重田勝介, 近藤伸彦, 渡辺雄貴, 加藤浩
    • Organizer
      教育システム情報学会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Development of a Prototype of Face-to-Face Conversational Holographic Agent for Encouraging Co-regulation of Learning2019

    • Author(s)
      Ayane Hisatomi, Yutaka Ishii, Toshio Mochizuki, Hironori Egi, Yoshihiko Kubota, Hiroshi Kato
    • Organizer
      HAI2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An Analysis of Learning Processes on Online Notes using Scrapbox2019

    • Author(s)
      Nobuhiko Kondo,Toshiharu Hatanaka,Takeshi Matsuda
    • Organizer
      8th IIAI International Congress on Advanced Applied Informatics
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 教学IRにおける予測モデル活用に関する実験的考察2019

    • Author(s)
      近藤伸彦,畠中利治,松田岳士
    • Organizer
      計測自動制御学会システム・情報部門学術講演会2019
    • Related Report
      2019 Annual Research Report
  • [Book] 教育工学における大学教育研究(教育工学選書Ⅱ第6巻)2020

    • Author(s)
      日本教育工学会(監修)、村上正行、田口真奈(編著)、松田岳士ほか(著)
    • Total Pages
      201
    • Publisher
      ミネルヴァ書房
    • ISBN
      9784623083909
    • Related Report
      2020 Annual Research Report
  • [Book] Early Warning Systems and Targeted Interventions for Student Success in Online Courses2020

    • Author(s)
      Glick, D., Cohen, A., and Chang, C. (eds.), Yoshiko Goda, Masanori Yamada, Takeshi Matsuda, Hiroshi Kato, Yutaka Saito and Hiroyuki Miyagawa
    • Total Pages
      374
    • Publisher
      IGI Global
    • ISBN
      9781799851479
    • Related Report
      2019 Annual Research Report
  • [Remarks] 学生の授業外学習プランニング・モニタリング方略支援システムSTEPS

    • URL

      https://steps-research.jp/

    • Related Report
      2021 Annual Research Report
  • [Remarks] Self-Tailored Educational Portal System, STEPS

    • URL

      https://steps-research.jp/en/

    • Related Report
      2021 Annual Research Report
  • [Remarks] 学生の授業外学習プランニング・モニタリング 方略支援システムSTEPS

    • URL

      https://steps-research.jp/

    • Related Report
      2020 Annual Research Report

URL: 

Published: 2019-04-18   Modified: 2023-01-30  

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