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Study on MOOC management and learner assessment procedures for developing human resources in educational technology

Research Project

Project/Area Number 17H00825
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Educational technology
Research InstitutionTokyo Institute of Technology

Principal Investigator

Nakayama Minoru  東京工業大学, 工学院, 教授 (40221460)

Co-Investigator(Kenkyū-buntansha) 鈴木 克明  熊本大学, 教授システム学研究センター, 教授 (90206467)
向後 千春  早稲田大学, 人間科学学術院, 教授 (00186610)
植野 真臣  電気通信大学, 大学院情報理工学研究科, 教授 (50262316)
Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥29,770,000 (Direct Cost: ¥22,900,000、Indirect Cost: ¥6,870,000)
Fiscal Year 2019: ¥7,020,000 (Direct Cost: ¥5,400,000、Indirect Cost: ¥1,620,000)
Fiscal Year 2018: ¥10,140,000 (Direct Cost: ¥7,800,000、Indirect Cost: ¥2,340,000)
Fiscal Year 2017: ¥12,610,000 (Direct Cost: ¥9,700,000、Indirect Cost: ¥2,910,000)
KeywordsEラーニング / インストラクショナルデザイン / Eテスティング / 情意評価 / 学習評価モデル / e-ラーニング / e-テスティング
Outline of Final Research Achievements

In order to develop an online learning environment which supports learning educational technology through a MOOC style system, organizing procedures such as course development, management, evaluation and certification methodologies were studied. In regards to a developed curriculum, trials of six courses were delivered to examine a proper usage. The organizing procedures were examined using educational practices in other systems. In particular, effectiveness of participant’s learning and evaluation techniques were assessed such as note taking, reflection, group work, online discussion, and peer assessment. Some behavioral measurements were introduced to observe learning activity in the learning settings, participant’s emotional responses were evaluated using eye movement, pupil reaction, EEG and subjective responses.
As synthesizing outcomes of the studies, managing and supporting methodologies were summarized for distanced distributed learnings.

Academic Significance and Societal Importance of the Research Achievements

Eラーニングが普及し、組織的に運用されるMOOCも世界的に広がっているが、その適切な運用方法、学習評価の方法が十分に確立されていない。また、学習者が継続的かつ主体的に学習に参加する手法も試行錯誤に検討されている。本研究では、教授設計やさまざまな評価手法を組み合わせて、学習を継続させる手法や評価要因を抽出した。これらについて継続的に分析評価を行い、学習者を支援しながら運用する手法を検討した。特に学習者の情意変化に関する評価測定法を検討し、学習状態に関する知見をとりまとめた。

Report

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

    (36 results)

All 2020 2019 2018 2017

All Journal Article (14 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 14 results,  Open Access: 13 results,  Acknowledgement Compliant: 1 results) Presentation (19 results) (of which Int'l Joint Research: 16 results,  Invited: 1 results) Book (1 results) Funded Workshop (2 results)

  • [Journal Article] A Test Theory based on Deep Learning: Item Deep Response Theory2020

    • Author(s)
      木下涼,植野真臣
    • Journal Title

      電子情報通信学会論文誌D 情報・システム

      Volume: J103-D Issue: 4 Pages: 314-329

    • DOI

      10.14923/transinfj.2019JDP7068

    • ISSN
      1880-4535, 1881-0225
    • Year and Date
      2020-04-01
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Prediction of Two-dimensional Impression of Images of Facial Emotions using Features of EEGs2020

    • Author(s)
      Satoru Waseda, Minoru Nakayama
    • Journal Title

      EAI trans. on Context-aware Systems and Applications

      Volume: 6 Issue: 18 Pages: 1-10

    • DOI

      10.4108/eai.20-8-2019.162800

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Methodology of Instructional Design Research2019

    • Author(s)
      向後千春
    • Journal Title

      Japan Journal of Educational Technology

      Volume: 43 Issue: 3 Pages: 207-214

    • DOI

      10.15077/jjet.43077

    • NAID

      130007798175

    • ISSN
      1349-8290, 2189-6453
    • Year and Date
      2019-12-31
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Development of the Self-handicapping Scale for Adult Students in Correspondence Courses2019

    • Author(s)
      中村 康則, 向後 千春
    • Journal Title

      Japan Journal of Educational Technology

      Volume: 42 Issue: 4 Pages: 355-367

    • DOI

      10.15077/jjet.42114

    • NAID

      130007618885

    • ISSN
      1349-8290, 2189-6453
    • Year and Date
      2019-03-20
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Analysis for Extracted Features of Pupil Light Reflex to Chromatic Stimuli in Alzheimer's Patients2019

    • Author(s)
      Wioletta Nowak, Minoru Nakayama, Tomasz Krecicki, Elzbieta Trypka, Artur Andrzejak, Andrzej Hachol
    • Journal Title

      EAI Endorsed Transactions on Pervasive Health and Technology

      Volume: 5 Issue: 17 Pages: 1-10

    • DOI

      10.4108/eai.13-7-2018.161750

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Research on Motivation for Participating in University Extension College Class2018

    • Author(s)
      多喜 翠・伊澤幸代・堂坂更夜香・向後千春
    • Journal Title

      Japan Journal of Educational Technology

      Volume: 42 Issue: Suppl. Pages: 141-144

    • DOI

      10.15077/jjet.S42072

    • NAID

      130007546303

    • ISSN
      1349-8290, 2189-6453
    • Year and Date
      2018-12-20
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Effectiveness of Instruction for Summarising Handouts and Academic Writings2018

    • Author(s)
      Kiwamu Shimazaki, Mao Adachi, Minoru Nakayama
    • Journal Title

      International Journal of Emerging Technologies in Learning

      Volume: 13(8) Issue: 08 Pages: 51-63

    • DOI

      10.3991/ijet.v13i08.8333

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Feature Characteristics of ERPs and Eye Movements in response to Facial Expressions2018

    • Author(s)
      Minoru Nakayama and Masahiro Yasuda
    • Journal Title

      EAI trans. on Context-aware Systems and Applications

      Volume: 15 Issue: 15 Pages: 1-9

    • DOI

      10.4108/eai.18-6-2018.156320

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Attributes of Good E-learning Mentors According to Learners2018

    • Author(s)
      Atsuko Tominaga and Chiharu Kogo
    • Journal Title

      Universal Journal of Educational Research

      Volume: 6 Issue: 8 Pages: 1777-1783

    • DOI

      10.13189/ujer.2018.060822

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Curriculum development for Educational Technology based on comparisons of course syllabi resources using lexical analysis2017

    • Author(s)
      Minoru NAKAYAMA, Katuaki Suzuki, Chiharu Kogo, Maomi Ueno
    • Journal Title

      EAI Endorsed Transactions on e-Learning

      Volume: 4 Issue: 16 Pages: 1-8

    • DOI

      10.4108/eai.19-12-2017.153487

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Effectiveness of Student's Note-Taking Activities and Characteristics of Their Learning Performance in Two Types of Online Learning2017

    • Author(s)
      Minoru Nakayama, Kouichi Mutsuura, Hiroh Yamamoto
    • Journal Title

      International Journal of Distance Education Technologies

      Volume: 15(3) Issue: 3 Pages: 47-64

    • DOI

      10.4018/ijdet.2017070104

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] How Note-Taking Instruction changes Student’s Reflections upon their Learning Activity during a Blended Learning Course2017

    • Author(s)
      Minoru Nakayama, Kouichi Mutsuura, Hiroh Yamamoto
    • Journal Title

      The Electronic Journal of e-Learning

      Volume: 15(3) Pages: 200-210

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] The Effects of Learners’ e-Learning and Peer Assessment Characteristics on Motivation for Continuous Learning and Course Evaluation in Japan Massive Open Online Courses2017

    • Author(s)
      渡邉文枝,向後千春
    • Journal Title

      Japan Journal of Educational Technology

      Volume: 41 Issue: 1 Pages: 41-51

    • DOI

      10.15077/jjet.40100

    • NAID

      130005681075

    • ISSN
      1349-8290, 2189-6453
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Causal Relationship among Questionnaire Variables Investigating Learners' e-Learning Orientation in Massive Online Courses2017

    • Author(s)
      渡邉文枝,向後千春
    • Journal Title

      Japan Journal of Educational Technology

      Volume: 41 Issue: 1 Pages: 77-87

    • DOI

      10.15077/jjet.40064

    • NAID

      130005681069

    • ISSN
      1349-8290, 2189-6453
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] A characteristic of Reviewer's Assessment for Individual Learning Performances -Analysis for Instructors' Assessment using IRT-2019

    • Author(s)
      Minoru Nakayama
    • Organizer
      ITHET2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Reflections on Note-taking Instructions for Participants and their Effectiveness in a Fully Online Course2019

    • Author(s)
      Minoru Nakayama, Kouichi Mutsuura, Hiroh Yamamoto
    • Organizer
      IV2019: 23st International Conference Information Visualisation
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Lexical Analysis of Online Discussion in a Blended Learning Course2019

    • Author(s)
      Minoru Nakayama, Satoru Kikuchi, Hiroh Yamamoto
    • Organizer
      European Conference on Social Media 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] カードゲームにおける報酬期待の眼球情報への影響に関する一検討2019

    • Author(s)
      中山実, 正田孝平
    • Organizer
      電子情報通信学会ヒューマン情報処理研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] フルオンライン学習におけるノート記録変化とその属性に関する検討2019

    • Author(s)
      中山実, 六浦光一, 山本洋雄
    • Organizer
      電子情報通信学会教育工学研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Analysis of Lexical Features of Online Postings during a Blended Learning Course2019

    • Author(s)
      Minoru Nakayama, Satoru Kikuchi, Hiroh Yamamoto
    • Organizer
      ITHET2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Changes in Note Taking Patterns during Blended and Fully Online Learning Courses2019

    • Author(s)
      Minoru Nakayama, Kouichi Mutsuura, Hiroh Yamamoto
    • Organizer
      ITHET2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Measuring reward expectation during a controlled Poker game using pupillary change2019

    • Author(s)
      Kohei Shoda, Minoru Nakayama
    • Organizer
      International Pupil Colloquium 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Uniform adaptive testing using maximum clique algorithm2019

    • Author(s)
      Maomi Ueno, Yoshimitsu Miyazawa
    • Organizer
      Artificial Intelligence in Education, 20th International Conference
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Online Team-Based Game Development Discussions Patterns Summarised using Probablistic Models2018

    • Author(s)
      Akiko Teranishi, Minoru Nakayama, Teodor Wyeld, Eid A. Mohamad
    • Organizer
      the 33rd Annual ACM Symposium on Applied Computing, SAC 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Contributions of Student’s Assessment of Reflections on the Prediction of Learning Performance2018

    • Author(s)
      Minoru Nakayama, Kouichi Mutsuura, Hiroh Yamamoto
    • Organizer
      17th International Conference on Information Technology Based Higher Education and Training (ITHET)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Visualising the code-in-action helps students learn programming skills2018

    • Author(s)
      Theodor Wyeld, Minoru Nakayama
    • Organizer
      22nd Interanational Conference Information Visualisation
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Eye movements and viewer's impressions in response to HMD-evoked head movements2018

    • Author(s)
      Taijiro Shiraishi, Minoru Nakayama
    • Organizer
      the Workshop on Communication by Gaze Interaction, COGAIN@ETRA 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The relationship between student’s characteristics and online discussion activity2018

    • Author(s)
      Minoru Nakayama, Satoru Kikuchi, Hiroh Yamamoto
    • Organizer
      European Conference on e-Learning 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A study in introducing adolesent sudents to simple programming skills using an online games editor2018

    • Author(s)
      Theodor Wyeld, Minoru Nakayama
    • Organizer
      International Conference on Technology in Education
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Changes in student’s reflections on their learning activity due to note-taking skill instructions given during a blended learning course2017

    • Author(s)
      Minoru Nakayama
    • Organizer
      ICETC/ICDLE conference
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Analysis of Game Development Activity using Team-Based Learning2017

    • Author(s)
      Akiko Teranishi, Minoru Nakayama, Theodor Wyeld, Eid A. Mohamad
    • Organizer
      IV2017: 21st International Conference Information Visualisation
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Changes in Student’s Reflection Activity during a Fully Online course in comparison with a Blended Learning Course2017

    • Author(s)
      Minoru Nakayama, Kouichi Mutsuura, Hiroh Yamamoto
    • Organizer
      IV2017: 21st International Conference Information Visualisation
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 感情刺激画像に対する瞳孔反応に関する一検討2017

    • Author(s)
      中山実
    • Organizer
      電子情報通信学会 ヒューマン情報処理研究会
    • Related Report
      2017 Annual Research Report
  • [Book] Note Taking Activity and its assessment in a Blended Learning Environment, Artur Lugmayr, Doug Vogel (eds), Managing and Leading Creative Universities-Foundations of Successful Science Management: A Hands-On Guide for (Future) Academics, International Series for Information Systems and Management in Creative eMedia (CreMedia)2017

    • Author(s)
      Minoru Nakayama, Kouichi Mutsuura, Hiroh Yamamoto
    • Publisher
      International Ambient Media Association (iAMEA)
    • Related Report
      2017 Annual Research Report
  • [Funded Workshop] Educational Technology Seminar at ITD, Genoa, Italy2018

    • Related Report
      2017 Annual Research Report
  • [Funded Workshop] A short public round table: State of the art of the research on educational technology in Japan and Italy: emerging topics, at the University of Salento in Lecce, Italy2018

    • Related Report
      2017 Annual Research Report

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

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