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An Integrated Software-Technology Learning Platform with Digital Textbooks and IDEs

Research Project

Project/Area Number 20K19941
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 62030:Learning support system-related
Research InstitutionTamagawa University

Principal Investigator

Takafumi TANAKA  玉川大学, 工学部, 講師 (30851274)

Project Period (FY) 2020-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2022: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2021: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2020: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywordsプログラミング教育 / モデリング教育 / 学習ログ / 学習分析 / デジタル教科書 / モデリング / ソフトウェア工学教育 / プログラミング学習 / プログラミング / 電子教科書 / モデリング学習 / 統合開発環境
Outline of Research at the Start

優れたソフトウェア開発者の育成には,知識と実践力の両輪を習得させることがが欠かせません.本研究では,学習者が使用するデジタル教科書と各種開発環境を統合し,学習活動のログを横断的に分析することで,知識習得と実践の経験が互いに与える影響を明らかにします.また,学習者の特徴に合わせて,より効果的,効率的な学習内容や学習方法を提供するシステムを開発します.

Outline of Final Research Achievements

This study aimed to integrate a development environment for modeling and programming with digital textbooks, developing a learning platform that can uniformly store and analyze activity logs of learners in various sections. The primary goal was to elucidate the mutual impacts of learning activities centered on material review for basic knowledge acquisition and the process of acquiring practical skills. Additionally, using the developed learning platform, we were able to devise methods to enhance the effectiveness of pair modeling exercises. In programming exercises, we developed methods to support learners in choosing problems suited to their individual needs and systems that suggest items to review before answering, enhancing the overall learning experience.

Academic Significance and Societal Importance of the Research Achievements

本研究は,デジタル教科書とモデリングおよびプログラミングの統合学習基盤を開発することにより,ソフトウェア工学教育の改善に寄与する.学習者の活動を詳細に分析する基盤を開発したことで,個別最適な学習支援を可能にする.さらに,基礎知識と実践的技能の習得が相互に影響し合う過程を明らかにすることで,学習者にとって優先度の高い学習項目および学習活動を推薦を可能にし.効率的な学習活動の実現に寄与する.

Report

(5 results)
  • 2023 Annual Research Report   Final Research Report ( PDF )
  • 2022 Research-status Report
  • 2021 Research-status Report
  • 2020 Research-status Report
  • Research Products

    (22 results)

All 2023 2022 2021 2020

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Open Access: 1 results) Presentation (21 results) (of which Int'l Joint Research: 9 results)

  • [Journal Article] Effects of Pairing Methods Based on Digital Textbook Logs and Learner Artifacts in Conceptual Modeling Exercises2022

    • Author(s)
      Nishio Toshiki、Mouri Kousuke、Tanaka Takafumi、Okamoto Masaru、Matsubara Yukihiro
    • Journal Title

      International Journal of Distance Education Technologies

      Volume: 20 Issue: 1 Pages: 1-16

    • DOI

      10.4018/ijdet.296703

    • Related Report
      2022 Research-status Report 2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] Development of a chatbot system based on learning and discussion status in pair work2023

    • Author(s)
      Toshiki Nishio, Kousuke Mouri, Masaru Okamoto, Yukihiro Matsubara, Takafumi Tanaka
    • Organizer
      2023 14th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 初学者向けプログラミング学習におけるデジタル教科書の閲覧ログの分析2023

    • Author(s)
      落合初音, 田中昂文
    • Organizer
      電子情報通信学会 KBSE研究会
    • Related Report
      2023 Annual Research Report
  • [Presentation] 単体テストの学習を支援するシステムの開発2023

    • Author(s)
      末竹加奈, 田中昂文
    • Organizer
      電子情報通信学会 KBSE研究会
    • Related Report
      2023 Annual Research Report
  • [Presentation] ユニットテストに注目した関数型ビジュアルプログラミング学習環境の開発と評価2023

    • Author(s)
      浅川幸輝, 田中昂文
    • Organizer
      電子情報通信学会 KBSE研究会
    • Related Report
      2023 Annual Research Report
  • [Presentation] 組み合わせテストの学習を支援するシステムの開発2023

    • Author(s)
      末竹加奈, 田中昂文
    • Organizer
      電子情報通信学会 KBSE研究会
    • Related Report
      2023 Annual Research Report
  • [Presentation] デジタル教科書と課題管理システムの学習ログを活用したプログラミング学習支援システム2023

    • Author(s)
      落合初音, 田中昂文
    • Organizer
      電子情報通信学会 KBSE研究会
    • Related Report
      2023 Annual Research Report
  • [Presentation] ユニットテストに注目した関数型ビジュアルプログラミング学習環境2023

    • Author(s)
      浅川幸輝, 田中昂文
    • Organizer
      電子情報通信学会 KBSE研究会
    • Related Report
      2023 Annual Research Report
  • [Presentation] 細粒度なプログラム編集履歴を活用した初学者向けエラー修正支援システム2023

    • Author(s)
      河田杏菜, 田中昂文
    • Organizer
      情報処理学会全国大会
    • Related Report
      2023 Annual Research Report
  • [Presentation] Programming Learning Support System using Digital Textbook and Exercise Management Systems2023

    • Author(s)
      Hatsune Ochiai, Takafumi Tanaka
    • Organizer
      Proc. of the 2023 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP 2023)
    • Related Report
      2022 Research-status Report
    • Int'l Joint Research
  • [Presentation] Visual Programming Environment for Learning Functional Programming Using Unit Test2022

    • Author(s)
      Kouki Asakawa, Takafumi Tanaka
    • Organizer
      Proceedings of the 12th International Conference on Learning Technologies and Learning Environments (LTLE2022)
    • Related Report
      2022 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Support System for Programming Exercises Using Test-first Approach2022

    • Author(s)
      Kana Suetake, Takafumi Tanaka
    • Organizer
      Proceedings of the 12th International Conference on Learning Technologies and Learning Environments (LTLE2022)
    • Related Report
      2022 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Tool for Supporting Round-Trip Engineering with the Ability to Avoid Unintended Design Changes2022

    • Author(s)
      Takahiro YAMAZAKI, Takafumi TANAKA, Atsuo HAZEYAMA, Hiroaki HASHIURA
    • Organizer
      Proceedings of the 11th International Conference on Model-Driven Engineering and Software Development (MODELSWARD 2023)
    • Related Report
      2022 Research-status Report
    • Int'l Joint Research
  • [Presentation] SpiderTailed: A Tool for Detecting Presentation Failures Using Screenshots and DOM Extraction2022

    • Author(s)
      Takato OKAJIMA, Takafumi TANAKA, Atsuo HAZEYAMA, Hiroaki HASHIURA
    • Organizer
      Proceedings of the 14th International Joint Conference on Knowledge-Based Software Engineering (JCKBSE 2022)
    • Related Report
      2022 Research-status Report
    • Int'l Joint Research
  • [Presentation] Visual Programming Environment for Learning Functional Programming Using Unit Test2022

    • Author(s)
      Kouki Asakawa, Takafumi Tanaka
    • Organizer
      12th International Conference on Learning Technologies and Learning Environments (LTLE2022)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Support System for Programming Exercises Using Test-first Approach2022

    • Author(s)
      Kana Suetake, Takafumi Tanaka
    • Organizer
      12th International Conference on Learning Technologies and Learning Environments (LTLE2022)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] スクリーンショット抽出とDOMを利用したPresentation Failure検知手法の提案2022

    • Author(s)
      岡嶋 隆人, 田中 昂文, 櫨山 淳雄, 橋浦弘明
    • Organizer
      電子情報通信学会, 知能ソフトウェア工学研究会, 2022.3.
    • Related Report
      2021 Research-status Report
  • [Presentation] 初学者向けノードベースプログラミング言語 sine の開発2022

    • Author(s)
      杉本 晃佑, 田中 昂文
    • Organizer
      第84回 情報処理学会全国大会
    • Related Report
      2021 Research-status Report
  • [Presentation] クラス図とソースコード間のラウンドトリップエンジニアリング支援ツール2022

    • Author(s)
      山崎 貴弘, 田中 昂文, 櫨山 淳雄, 橋浦 弘明
    • Organizer
      電子情報通信学会, 知能ソフトウェア工学研究会, 2022.1.
    • Related Report
      2021 Research-status Report
  • [Presentation] A Visualization System of Program Behavior by Animations for Novice Learners2021

    • Author(s)
      Takafumi Tanaka, Ikki Fujie, Yoshiki Kakara, Hiroaki Hashiura
    • Organizer
      RISP International Workshop on Nonlinear Circuits, Communication, and Signal Processing 2021
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Annotationを利用したUMLとソースコード間のトレーサビリティリンク作成手法の提案2020

    • Author(s)
      吉田優介,橋浦弘明,田中昂文,櫨山淳雄,高瀬浩史
    • Organizer
      第207回 情報処理学会ソフトウェア工学研究会
    • Related Report
      2020 Research-status Report
  • [Presentation] トレース表を用いたプログラミング指導 対象者発見手法の提案2020

    • Author(s)
      尾﨑弘幸, 橋浦弘明, 田中昂文, 櫨山淳雄
    • Organizer
      電子情報通信学会, 知能ソフトウェア工学研究会, 2020.9.
    • Related Report
      2020 Research-status Report

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Published: 2020-04-28   Modified: 2025-01-30  

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