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To Model a Learnier Assistance using Lecture and Library Data Analysis

Research Project

Project/Area Number 24500318
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Library and information science/Humanistic social informatics
Research InstitutionKyushu Institute of Information Sciences

Principal Investigator

MINAMI Toshiro  九州情報大学, 経営情報学部, 教授 (80315150)

Co-Investigator(Kenkyū-buntansha) OHURA Yoko  九州情報大学, 経営情報学部・情報ネットワーク学科, 教授 (70122695)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2014: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2013: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2012: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywordsデータ解析 / 図書館データ解析 / 授業データ解析 / 教育データ解析 / 受講姿勢推定 / 学びへの視野 / 図書館データ / 授業データ / 受講姿勢 / データマイニング / 図書館マーケティング / 学生の学習モデル
Outline of Final Research Achievements

The aim of this study is to model learner's attitudes to learning by analyzing the lecture and library data. Our analysis methodology is different from the statistical analysis of the answers to questionnare. We have proposed a new measure for extracting information about the learner's attitudes to learning.
As the results, we have found that the representing faculty for art and humanity field is the faculty of law, which is different from our prediction. We also have found that the students who have wide view to lectures can get more outcome than those who concentrate too much to the lecture itself.
Our research outcomes have been published through the international conferences, the international journals, invited lectures, and other opportunities.

Report

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

    (26 results)

All 2015 2014 2013 Other

All Journal Article (18 results) (of which Peer Reviewed: 14 results,  Open Access: 7 results,  Acknowledgement Compliant: 6 results) Presentation (8 results)

  • [Journal Article] How Student's Attitude Influences and Learn Achievement? --An Analysis of Attitude-Representing Words Appearing in Looking-Back Evaluation Texts--2015

    • Author(s)
      Toshiro Minami and Yoko Ohura
    • Journal Title

      International Journal of Database Theory and Application

      Volume: 8 Pages: 129-144

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] 画ナビの姿勢が学習成果に与える影響の探究-自己・授業評価アンケートからの受講態度モデル化の試み-2015

    • Author(s)
      南俊朗,大浦洋子
    • Journal Title

      九州情報大学研究論集

      Volume: 17 Pages: 87-98

    • Related Report
      2014 Annual Research Report
    • Open Access / Acknowledgement Compliant
  • [Journal Article] Towards Improving Students' Attitudes to lectues and Getting Higher Grades --With Analyzing the Usage of Keywords in Class-Evaluation Questionnaire--2015

    • Author(s)
      Toshiro Minami and Yoko Ohura
    • Journal Title

      The Seventh International Conference on Information Process, and Knowledge Management

      Volume: 1 Pages: 78-83

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Let Decimal Classification System of Library be More Dynamic and Practical --A Modification with Loan Record Analysis--2015

    • Author(s)
      Toshiro Minami and Kensuke Baba
    • Journal Title

      The 8th IADIS International Conference on Information Systems

      Volume: 1 Pages: 169-176

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] 図書館マーケティングから大学IR(機関研究)へ-図書館データ解析への期待-2014

    • Author(s)
      南俊朗
    • Journal Title

      九州大学附属図書館研究開発室年報

      Volume: 2013/2014 Pages: 8-17

    • NAID

      120005813952

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Knowledge Field Re-Categorization to Tune the Decimal Classification System of Library -- An Approach from Library Data Analysis --2014

    • Author(s)
      Toshiro Minami and Kensuke Baba
    • Journal Title

      IADIS International Journal on WWW/Internet

      Volume: 12 Pages: 65-80

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A Correlation Analysis of Student's Attitude and Outcome of Lectures --Investigation of Keywords in Class-Evaluation Questionnaire--2014

    • Author(s)
      Toshiro Minami and Yoko Ohura
    • Journal Title

      Advanced Science and Technology Letters (FGCN/IJDTA)

      Volume: 73 Pages: 11-16

    • Related Report
      2014 Annual Research Report
    • Open Access
  • [Journal Article] An Analysis of Interest Area Similarities by Utilizing the Loan Records of Library2014

    • Author(s)
      Toshiro Minami
    • Journal Title

      Proc. IADIS International Journal on Computer Science and Information Systems (IJCSIS)

      Volume: Vol. 8, No. 1 Pages: 112-129

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 図書館貸出データを用いた学習グループ候補の発見-利用者の社会的ネットワーク発見の試み-2014

    • Author(s)
      南俊朗,馬場謙介
    • Journal Title

      九州情報大学研究論集

      Volume: 第16巻 Pages: 13-25

    • Related Report
      2013 Research-status Report
  • [Journal Article] Changes of Interest Range of Students with Circulation Record Analysis2013

    • Author(s)
      Toshiro Minami
    • Journal Title

      Proc. Information conference 2013 (Information’2013), International Information Institute

      Volume: none

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Lecture Data Analysis towards to Know How the Students’ Attitudes Affect to their Evaluations2013

    • Author(s)
      Toshiro Minami and Yoko Ohura
    • Journal Title

      Proc. 8th International Conference on Information Technology and Applications (ICITA 2013)

      Volume: none

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Investigation of Students’ Attitudes to Lectures with Text-Analysis of Questionnaires2013

    • Author(s)
      Toshiro Minami and Yoko Ohura
    • Journal Title

      Proc. 4th International Conference on E-Service and Knowledge Management (ESKM 2013)

      Volume: none

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 学生SDのためのデータ解析の可能性と重要性-学生の仕事力養成のための1つのアプローチ2013

    • Author(s)
      南俊朗
    • Journal Title

      九州大学附属図書館研究開発室年報2012/2013

      Volume: none Pages: 18-27

    • NAID

      40019818230

    • Related Report
      2013 Research-status Report
  • [Journal Article] An Attempt to Find Potential Group of Patrons from Library’s Loan Records2013

    • Author(s)
      Toshiro Minami and Kensuke Baba
    • Journal Title

      Proc. International Conference on Advanced and Applied Convergence (ICAAC 2013)

      Volume: none

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Library Patron’s Interest Area Profiling and Similarity Based Grouping – With an Investigation on Applicability to Study Group Formation2013

    • Author(s)
      Toshiro Minami and Kensuke Baba
    • Journal Title

      Proc. International Conference on Applied and Theoretical Information Systems Research (ATISR 2013)

      Volume: none

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Trichotomic Approach to Approximate Representation of Concepts – With its Application to Library Data Mining―2013

    • Author(s)
      Toshiro Minami, Sachio Hirokawa, Kensuke Baba, and Eriko Amano
    • Journal Title

      Proc. International Conference on Advanced Software Engineering and Information Systems (ICASEIS) as a part of IIAI International Conference on Advanced Information Technologies (IIAI AIT 2013)

      Volume: none

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 図書館データマイニングのすすめ -図書館マーケティングの可能性を広げるために-2013

    • Author(s)
      南俊朗
    • Journal Title

      現代の図書館,特集:図書館マネジメントのキーワード,日本図書館協会

      Volume: Vol.51, No.3 Pages: 172-179

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Study on Finding Potential Group of Patrons from Library’s Loan Records2013

    • Author(s)
      Toshiro Minami and Kensuke Baba
    • Journal Title

      International Journal of Advanced Smart Convergence (IJASC)

      Volume: Vol. 2, No. 2 Pages: 23-26

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] Toward Learning Support for Decision Making -- Utilization of Library and Lecture Data --

    • Author(s)
      Toshiro Minami and Yoko Ohura
    • Organizer
      4th International Conference on Intelligent Decision Technologies (KES-IDT’2012)
    • Place of Presentation
      岐阜
    • Related Report
      2012 Research-status Report
  • [Presentation] Investigation of Interest Range and Earnestness of Library Patrons from Circulation Records

    • Author(s)
      Toshiro Minami and Kensuke Baba
    • Organizer
      International Conference on e-Services and Knowledge Management (ESKM 2012)
    • Place of Presentation
      福岡
    • Related Report
      2012 Research-status Report
  • [Presentation] An Attempt on Effort-Achievement Analysis of Lecture Data for Effective Teaching

    • Author(s)
      Toshiro Minami and Yoko Ohura
    • Organizer
      The 2012 International Conference on Database Theory and Application (DTA 2012)
    • Place of Presentation
      Korea
    • Related Report
      2012 Research-status Report
  • [Presentation] Towards Development of Lecture Data Analysis Method and its Application to Improvement of Teaching

    • Author(s)
      Toshiro Minami and Yoko Ohura
    • Organizer
      2nd International Conference on Applied and Theoretical Information Systems Research (2ndATISR 2012)
    • Place of Presentation
      Taiwan
    • Related Report
      2012 Research-status Report
  • [Presentation] Profiling of Patrons’ Interest Areas from Library’s Circulation Records -- An Approach to Knowledge Management for University Students --

    • Author(s)
      Toshiro Minami
    • Organizer
      The Fifth International Conference on Information, Process, and Knowledge Management (eKNOW 2013)
    • Place of Presentation
      France
    • Related Report
      2012 Research-status Report
  • [Presentation] Interest Area Analysis of Person and Group Using Library’s Circulation Records

    • Author(s)
      Toshiro Minami
    • Organizer
      IADIS International Conference Information Systems 2013 (IS 2013)
    • Place of Presentation
      Portugal
    • Related Report
      2012 Research-status Report
  • [Presentation] 授業データ解析による授業改善策発見を目指して-努力・成果・評価の関連性からのアプローチ-

    • Author(s)
      南俊朗,大浦洋子
    • Organizer
      九州情報大学研究論集第15巻
    • Place of Presentation
      福岡
    • Related Report
      2012 Research-status Report
  • [Presentation] Changes of Interest Range of Students with Circulation Record Analysis

    • Author(s)
      Toshiro Minami
    • Organizer
      Information conference 2013 (Information’2013)
    • Place of Presentation
      東京
    • Related Report
      2012 Research-status Report

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

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