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Research and Development of a Novel Learning Support Environment on Synchronized Multiple Devices with Affordance

Research Project

Project/Area Number 20K19939
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 62030:Learning support system-related
Research InstitutionAkita University (2022)
Kyushu University (2020-2021)

Principal Investigator

Lu Min  秋田大学, 理工学研究科, 助教 (60750007)

Project Period (FY) 2020-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2022: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2021: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2020: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywordslearning support / mobile learning / multiple devices / learning dashboard / learning analytics / human-centered design / collaborative learning / cross-platform / affordance / learning-support / Learning support / Multiple devices / Human-centered design / Cross-platform / Affordance
Outline of Research at the Start

A novel learning support environment with synchronized multiple devices of different types and sizes will be studied, in order to utilize their advantages to realize more efficient learning in different scenarios. A prototype will be developed based on studies of an affordable technological framework and collaborative designs with students and teachers. Its feasibility and effectiveness will be evaluated with experiments in real classrooms. It will contribute to new dimensions of educational bigdata and studying of new learning environments in IoT and 5G era.

Outline of Final Research Achievements

Although the shift of the COVID-19 situation has changed the research environment and direction of this project, it has achieved contributions in different aspects.
Initially, the proposed multi-device learning environment (MDLE) was expected to support classroom study for a single student. MDLE provides supplementary information including a learning dashboard visualizing the reading path on digital textbooks, an analysis of reading behaviors and their connections with learning performances, and an interactive course recommendation interface.
MDLE is then extended to indoor & outdoor collaborative learning settings. Indoor AR navigation for a museum and illustrative map storytelling tools are developed on mobile devices for educational purposes. Finally, this research sought to break through the conventional learning settings with contemporary devices and inspired the follow-up research applying MDLE in collaborative regional education, which is accepted as a Kiban-C project.

Academic Significance and Societal Importance of the Research Achievements

学生手持ちの複数の端末の連携により、各端末の長所を発揮できる新たな学習支援環境の形成を目指して、プロトタイプを試行的に研究開発した。デジタル教科書の閲覧パスなど、新たな学習用データ分析ツールの開発は、学習者の理解とエンゲージメントを高めるための新たな手法を模索し、デジタル時代の学習体験の改善の可能性を示した。屋内・屋外協調作業を支援するプラットホームの提案と開発は、教育の可能性を広げ、地域社会の教育資源を最大限に活用し、多世代間のコミュニケーションと学習を促進する新たな道筋を提供した。

Report

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

    (14 results)

All 2023 2022 2021 2020

All Journal Article (8 results) (of which Peer Reviewed: 7 results,  Open Access: 4 results) Presentation (6 results) (of which Int'l Joint Research: 4 results)

  • [Journal Article] Cross-language font style transfer2023

    • Author(s)
      Li Chenhao、Taniguchi Yuta、Lu Min、Konomi Shin’ichi、Nagahara Hajime
    • Journal Title

      Applied Intelligence

      Volume: online Issue: 15 Pages: 1-15

    • DOI

      10.1007/s10489-022-04375-6

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Proposal and Demonstration Experiment of a Simple Framework for Realizing Indoor AR Navigation2022

    • Author(s)
      有川 正俊、大場 康平、伊東 慎平、佐藤 諒、ルウ ミン
    • Journal Title

      情報処理学会論文誌

      Volume: 63 Issue: 12 Pages: 1821-1829

    • DOI

      10.20729/00222736

    • ISSN
      1882-7764
    • Year and Date
      2022-12-15
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Ubiquitous Digital Storytelling with Local and Dynamic Georeferencing of Analog Maps2022

    • Author(s)
      Arikawa Masatoshi、Lu Min
    • Journal Title

      Ubiquitous Mapping - Perspectives from Japan

      Volume: 1 Pages: 19-38

    • DOI

      10.1007/978-981-19-1536-9_2

    • ISBN
      9789811915352, 9789811915369
    • Related Report
      2022 Annual Research Report
  • [Journal Article] Adaptive visualization of tourists' preferred spots and streets using trajectory articulation2022

    • Author(s)
      Iori Sasaki, Masatoshi Arikawa and Lu Min
    • Journal Title

      HANIMOB '22: Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Animal Movement Ecology and Human Mobility

      Volume: - Pages: 27-32

    • DOI

      10.1145/3557921.3565539

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Exploring jump back behavior patterns and reasons in e-book system2022

    • Author(s)
      Ma Boxuan、Lu Min、Taniguchi Yuta、Konomi Shin’ichi
    • Journal Title

      Smart Learning Environments

      Volume: 9 Issue: 1

    • DOI

      10.1186/s40561-021-00183-6

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] CourseQ: the impact of visual and interactive course recommendation in university environments2021

    • Author(s)
      Ma Boxuan、Lu Min、Taniguchi Yuta、Konomi Shin’ichi
    • Journal Title

      Research and Practice in Technology Enhanced Learning

      Volume: 16 Issue: 1 Pages: 1-24

    • DOI

      10.1186/s41039-021-00167-7

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Investigating course choice motivations in university environments2021

    • Author(s)
      Ma Boxuan、Lu Min、Taniguchi Yuta、Konomi Shin’ichi
    • Journal Title

      Smart Learning Environments

      Volume: 8 Issue: 1 Pages: 1-18

    • DOI

      10.1186/s40561-021-00177-4

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Learning Analytics Dashboard Supporting Metacognition2021

    • Author(s)
      Chen Li、Lu Min、Goda Yoshiko、Shimada Atsushi、Yamada Masanori
    • Journal Title

      Balancing the Tension between Digital Technologies and Learning Sciences

      Volume: 1 Pages: 129-149

    • DOI

      10.1007/978-3-030-65657-7_8

    • ISBN
      9783030656560, 9783030656577
    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Presentation] MediaLibを用いた初心者大学生向けのプログラミング授業の設計と実施2023

    • Author(s)
      陸 忞、王 静芸、有川 正俊、佐藤 諒
    • Organizer
      情報処理学会第85回全国大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Exploration and Explanation: An Interactive Course Recommendation System for University Environments2021

    • Author(s)
      Boxuan Ma, Min Lu, Yuta Taniguchi, Shin’ichi Konomi
    • Organizer
      Fourth Workshop on Exploratory Search and Interactive Data Analytics (ESIDA), co-located with 26th ACM Conference on Intelligent User Interfaces (ACM IUI 2021)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Understanding Student Slide Reading Patterns During the Pandemic2021

    • Author(s)
      Boxuan Ma, Min Lu, Shin’ichi Konomi
    • Organizer
      18th International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2021)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Exploration and Explanation: An Interactive Course Recommendation System for University Environments2021

    • Author(s)
      Boxuan Ma, Min Lu, Yuta Taniguchi, Shinichi Konomi
    • Organizer
      Fourth Intelligent User Interfaces (IUI) Workshop on Exploratory Search and Interactive Data Analytics (ESIDA)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Factors of the use of learning analytics dashboard that affect metacognition2020

    • Author(s)
      Li Chen, Min Lu, Yoshiko Goda, Atsushi Shimada, Masanori Yamada
    • Organizer
      17th International Conference on Cognition and Exploratory Learning in Digital Age, CELDA 2020
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] 学習者のメタ認知喚起を支援するダッシュボード"メタボード"の形成的評価2020

    • Author(s)
      山田政寛, Min Lu, 陳莉, 合田美子, 島田敬士
    • Organizer
      教育システム情報学会第45回全国大会
    • Related Report
      2020 Research-status Report

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Published: 2020-04-28   Modified: 2024-01-30  

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