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Programming Supersivion Environment to optimize motivation and cost with portfolios

Research Project

Project/Area Number 24501224
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Educational technology
Research InstitutionRitsumeikan University

Principal Investigator

SHIMAKAWA Hiromitsu  立命館大学, 情報理工学部, 教授 (70351327)

Co-Investigator(Kenkyū-buntansha) HARADA Fumiko  立命館大学, 情報理工学部, 講師 (30454515)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2014: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2013: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2012: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Keywordsポートフォリオ / NMF / 動機づけ要因 / 学習方略 / 機械学習 / マイニング / 学習上のふるまい / 意欲 / 理解度 / ソースコード / プログラミング / プログラミング教育
Outline of Final Research Achievements

In this research, we have established a method to improve motivation of learners quantitatively within allowable supervision costs, aiming at making whole students in a class willingly engage in programming exercises. In the method, we divid whole students in a class into a small number of clusters, each of which is a group of students similar with each other in terms of motivation factors. To make each cluster willingly engage in programming, we select educational services stimulating motivation factors of each cluster. We have confirmed a specific combination of educational services is effective to motivate whole students in a class.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (24 results)

All 2015 2014 2013 2012 Other

All Journal Article (12 results) (of which Peer Reviewed: 12 results,  Open Access: 2 results) Presentation (9 results) Remarks (3 results)

  • [Journal Article] Detecting Backward Students from Code Similarity in Context of Teaching Units2015

    • Author(s)
      Wataru Nishimoto, Dinh Thi Dong Phuong and Hiromitsu Shimakawa
    • Journal Title

      International Journal of Engineering Innovations and Research

      Volume: 4 Pages: 140-146

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Programming Prospects of Learners Derived from Reference History to Estimate Design Ability2015

    • Author(s)
      Yoko Itado, Phuong Dinh Dong, Yusuke Kajiwara, Hiromitsu Shimakawa
    • Journal Title

      International Journal of Engineering Innovations and Research

      Volume: 4 Pages: 164-171

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Extension of Fashion Policy at Purchase of Garment on e-Shopping Site2015

    • Author(s)
      Takuya Yoshida, Phuong Dinh Dong, Fumiko Harada, Hiromitsu Shimakawa
    • Journal Title

      Advances in Computing

      Volume: 5 Pages: 9-17

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Analyzing Learning Behavior of Student Persona toward Non-Negative Matrix Factorization2014

    • Author(s)
      Phuong Dinh Thi Dong and Hiromitsu Shimakawa
    • Journal Title

      International Journal of Information and Education Technologies

      Volume: 5 Pages: 826-831

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Extraction of usefulness factors of reviews by factor analysis2014

    • Author(s)
      Kenjo Yasui, Fumiko Harada and Hiromitsu Shimakawa
    • Journal Title

      Lecture Notes on Software Engineering

      Volume: 2 Pages: 144-149

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Directing All Learners to Course Goal with Enforcement of Discipline Utilizing Persona Motivation2013

    • Author(s)
      Dinh Thi Dong Phuong, Fumiko Harada and Hiromitsu Shimakawa
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E96.D Issue: 6 Pages: 1332-1343

    • DOI

      10.1587/transinf.E96.D.1332

    • NAID

      10031193993

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2013 Research-status Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Judgment of Learner Ability from Exercise Sentence Sorting and Corresponding Coding2013

    • Author(s)
      Yoko Itado, Yusuke Kajiwara, Fumiko Harada, and Hiromitsu Shimakawa
    • Journal Title

      RECENT RESEARCHES in TELECOMMUNICATIONS, INFORMATICS, ELECTRONICS and SIGNAL PROCESSING

      Volume: 23 Pages: 120-126

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Exhibiting Learning Situation of Students during Stepwise Refinement of Source Codes2013

    • Author(s)
      Wataru Nishimoto, Fumiko Harada, and Hiromitsu Shimakawa
    • Journal Title

      RECENT RESEARCHES in TELECOMMUNICATIONS, INFORMATICS, ELECTRONICS and SIGNAL PROCESSINGatics (TELE-INFO '13)

      Volume: 23 Pages: 113-119

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Extracting Student Motivation Factors in Education with Contextual Inquiry2013

    • Author(s)
      Wataru Takahashi, Takahiro Koyama, Fumiko Harada and Hiromitsu Shimakawa
    • Journal Title

      Journal of Automation and Control Engineering

      Volume: Vol.1, No.3 Pages: 28-32

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] C言語関数呼び出しの記録を用いた演習過程での習得項目の把握2012

    • Author(s)
      谷川紘平,ディン ドン フォン,原田史子,島川博光
    • Journal Title

      電子情報通信学会論文誌 D

      Volume: Vol.J95-D Pages: 2079-2089

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] ContextualInquiry 法を用いた学習への動機づけ要因抽出2012

    • Author(s)
      高橋渉, 小山昂紘, 原田史子, 島川博光
    • Journal Title

      電子情報通信学会/情報処理学会 情報科学技術レターズ

      Volume: Vol.11, No.3 Pages: 69-72

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Extraction of Vocational Aptitude from Operation Logs in Virtual Space2012

    • Author(s)
      Kyohei Nishide, Tateaki Komaki, Fumiko Harada, and Hiromitsu Shimakawa
    • Journal Title

      Proc. of 5th International Conference on Intelligent Interactive Multimedia Systems and Services

      Volume: Vol.5 Pages: 255-267

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] Specific Touch Gesture on Mobile Devices to Find Attractive Phrases in News Browsing2014

    • Author(s)
      Shohei Ito, Takuya Yoshida, Fumiko Harada and Hiromitsu Shimakawa
    • Organizer
      The 38th Annual International Computers, Software and Application Conference (COMPSAC 2014)
    • Place of Presentation
      Vasteras(Sweden)
    • Year and Date
      2014-07-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] Grasping Student Desperation from Motivation Factors through Behavioral Data2014

    • Author(s)
      Wataru Takahashi, Dinh Dong Phuong, and Hiromitsu Shimakawa
    • Organizer
      International Conference on Social, Education and Management Engineering (SEME2014),
    • Place of Presentation
      Macao(中国)
    • Year and Date
      2014-05-20
    • Related Report
      2014 Annual Research Report
  • [Presentation] ソースコードを段階的に発展させる課題における学習状況の顕在化

    • Author(s)
      西本 航,小山昂紘,原田史子,島川博光
    • Organizer
      第12回情報科学技術フォーラム
    • Place of Presentation
      鳥取大学(鳥取県)
    • Related Report
      2013 Research-status Report
  • [Presentation] 問題文並び替えとそれを反映したコード作成による学習者能力の判定

    • Author(s)
      板戸陽子・原田史子・島川博光
    • Organizer
      第12回情報科学技術フォーラム
    • Place of Presentation
      鳥取大学(鳥取県)
    • Related Report
      2013 Research-status Report
  • [Presentation] 動機づけの観点より学生をクラスタリングするための重要因子抽出

    • Author(s)
      高橋 渉・島川博光・原田史子
    • Organizer
      第12回情報科学技術フォーラム
    • Place of Presentation
      鳥取大学(鳥取県)
    • Related Report
      2013 Research-status Report
  • [Presentation] Estimating Student Persona through Factorization of Learning Portfolio

    • Author(s)
      Dinh Dong Phuong and Hiromitsu Shimakawa
    • Organizer
      Proceedings of IEEE Region10 Humanitarian Technology Conference 2013(R10-HTC2012)
    • Place of Presentation
      東北大学(宮城県)
    • Related Report
      2013 Research-status Report
  • [Presentation] 提供関数の段階的機能縮小化における関数呼出し履歴の分析

    • Author(s)
      西本 航・高橋 渉・原田史子・島川博光
    • Organizer
      第11回情報技術フォーラム
    • Place of Presentation
      法政大学小金井キャンパス(東京都)
    • Related Report
      2012 Research-status Report
  • [Presentation] 階層構造化によるC言語ソースコードの自動採点

    • Author(s)
      小山昂紘・原田史子・島川博光
    • Organizer
      第11回情報技術フォーラム
    • Place of Presentation
      法政大学小金井キャンパス(東京都)
    • Related Report
      2012 Research-status Report
  • [Presentation] 問題文の切り分けによる学習者の機能分割能力の評価

    • Author(s)
      板戸陽子・小山昂紘・原田史子・島川博光
    • Organizer
      第11回情報技術フォーラム
    • Place of Presentation
      法政大学小金井キャンパス(東京都)
    • Related Report
      2012 Research-status Report
  • [Remarks] RitsPen

    • URL

      http://www.de.is.ritsumei.ac.jp/lecture/programming/RitsPenForLinux/RitsPenManual/index.html

    • Related Report
      2014 Annual Research Report
  • [Remarks] RitsPen

    • URL

      http://www.de.is.ritsumei.ac.jp/lecture/programming/RitsPenForLinux/RitsPenManual/

    • Related Report
      2013 Research-status Report
  • [Remarks] project edual

    • URL

      http://www.de.is.ritsumei.ac.jp/projects/

    • Related Report
      2012 Research-status Report

URL: 

Published: 2013-05-31   Modified: 2019-07-29  

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