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A ontology-based visualization system for supporting meaningful learning of e-book users

Research Project

Project/Area Number 17K17936
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Educational technology
Learning support system
Research InstitutionKyushu University

Principal Investigator

WANG JINGYUN  九州大学, 情報基盤研究開発センター, 助教 (30747548)

Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2019: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2018: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2017: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywordsオントロジー / 発見学習環境 / 有意味学習環境 / 学習データ分析 / 知識構造可視化 / 可視化マップ / 学習支援システム / 知識構造 / 電子教科書 / 発見学習 / 有意味学習 / 可視化 / 教育ビッグデータ
Outline of Final Research Achievements

We present a system framework making use of e-book logs for visualization learning support systems intended to provide meaningful learning environment for e-book learners. An ontology-based visualization support system,which supports not only meaningful reception learning but also meaningful discovery learning, is designed and developed to help e-book learners to effectively construct their knowledge frameworks.
We also conducted a serious of experiment to study the learning performance under different learning mode of this system. Not only the learning performance(including learning achievement and learning perception) but also the learning logs are analyzed.

Academic Significance and Societal Importance of the Research Achievements

研究成果を広く公開するためには3回の海外の大学での招待講演、9回の国際会議論文発表、そして3回のシンポジウムでの発表があった.国外の論文誌へ3本を投稿した。今1本が採択された,最後2本はまだ審査中です.また、オントロジー手法の有意義な学習支援環境の構築への応用方法、及び有意義な学習環境の提供を目的とした実用的なオントロジー駆動型学習支援システムを記述したの二つ著書(本の章)も出版した。この研究により、教育学、システム開発及びび学習者の分析からの学際的見解を示し、実際のアプリケーションにおける学習支援システムを紹介した。

Report

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

Research Products

(16 results)

All 2019 2018 2017

All Journal Article (4 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 4 results,  Open Access: 1 results) Presentation (10 results) (of which Int'l Joint Research: 8 results,  Invited: 2 results) Book (2 results)

  • [Journal Article] Exploring heterogeneous grouping strategies from the learning analytic perspective2019

    • Author(s)
      Information Engineering Express
    • Journal Title

      International Journal of Learning Technologies and Learning Environments

      Volume: 2(2) Pages: 21-34

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Semi-automatic Construction of Ontology Based on Data Mining Technique2017

    • Author(s)
      Wang Jingyun、Flanagan Brendan、Ogata Hiroaki
    • Journal Title

      International Conference on Learning Technologies and Learning Environments (LTLE) 2017

      Volume: 1 Pages: 511-515

    • DOI

      10.1109/iiai-aai.2017.202

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A meaningful discovery learning environment for e-book learners2017

    • Author(s)
      Wang Jingyun、Shimada Atsushi、Ogata Hiroaki
    • Journal Title

      Global Engineering Education Conference (EDUCON), 2017 IEEE

      Volume: 1 Pages: 1153-1160

    • DOI

      10.1109/educon.2017.7942995

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Knowledge Comparison Environment for Supporting Meaningful Learning of E-Book Users2017

    • Author(s)
      Wang Jingyun、Ogata Hiroaki、Shimada Atsushi
    • Journal Title

      Systems

      Volume: 4 Pages: 21-21

    • DOI

      10.3390/systems4020021

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Presentation] E-book Learner Behaviors Difference under two Meaningful Learning Support Environments2019

    • Author(s)
      Jingyun Wang, Atsushi Shimada, and Fumiya Okubo
    • Organizer
      the 27th International Conference on Computers in Education (ICCE 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Integrating Multimodal Learning Analytics and Inclusive Learning Support Systems for People of All Ages2019

    • Author(s)
      Kaori Tamura, Min Lu, Shin’ichi Konomi, Kohei Hatano, Miyuki Inaba, Misato Oi, Tsuyoshi Okamoto, Fumiya Okubo, Atsushi Shimada, Jingyun Wang, Masanori Yamada, Yuki Yamada
    • Organizer
      7th International Conference on Distributed, Ambient, and Pervasive Interactions
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Visualization learning support systems and the corresponding learning behavior analyses2019

    • Author(s)
      Jingyun Wang
    • Organizer
      Academic conference in National Taiwan University of Science and Technology
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] A visualization Learning Support system for e-book users2019

    • Author(s)
      Jingyun Wang
    • Organizer
      Women scientists in Kyushu university-2nd Diversity Symposium
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Meaningful learning support for digital textbook users,2019

    • Author(s)
      Jingyun Wang
    • Organizer
      Taiwan E-learning forum (TWELF2019)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Knowledge visualization based on e-learning Technique2019

    • Author(s)
      Jingyun Wang
    • Organizer
      Invited speech in National University of Tainan,
    • Related Report
      2018 Research-status Report
    • Invited
  • [Presentation] E-book learner behaviors under meaningful learning modes2018

    • Author(s)
      Jingyun Wang, Fumiya Okubo, Yuta Taniguchi
    • Organizer
      Multidisciplinary Academic Conference on Education, Teaching and Learning (MAC-ETL) 2018
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Meaningful Learning Support Environments Based on Ontology Technique2018

    • Author(s)
      Jingyun Wang
    • Organizer
      International Conference on Education Technology Management (ICETM 2018)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Semi-automatic Construction of Ontology Based on Data Mining Technique2017

    • Author(s)
      Wang Jingyun
    • Organizer
      International Conference on Learning Technologies and Learning Environments (LTLE) 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] A meaningful discovery learning environment for e-book learners2017

    • Author(s)
      Wang Jingyun
    • Organizer
      Global Engineering Education Conference (EDUCON), 2017 IEEE
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Book] Learning Technologies for transforming Teaching, Learning and Assessment at Large Scale: chapter “Ontology Technique and Meaningful Learning Support Environments”2019

    • Author(s)
      Jingyun Wang
    • Total Pages
      317
    • Publisher
      Springer
    • ISBN
      9783030151294
    • Related Report
      2019 Annual Research Report
  • [Book] Smart Sensors at the IoT Frontier: chapter 13 Learning Analytics for E-Book-Based Educational Big Data in Higher Education2017

    • Author(s)
      Hiroaki Ogata, Misato Oi, Kousuke Mohri, Fumiya Okubo, Atsushi Shimada, Masanori Yamada, Jingyun Wang, Sachio Hirokawa
    • Total Pages
      378
    • Publisher
      Springer, Cham
    • ISBN
      9783319553443
    • Related Report
      2017 Research-status Report

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

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