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Proposal of a method for learning by construction, which supports processes to instantiate abstract models

Research Project

Project/Area Number 15K12426
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Educational technology
Research InstitutionTeikyo University

Principal Investigator

KOJIMA Kazuaki  帝京大学, 理工学部, 助教 (30437082)

Project Period (FY) 2015-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2016: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2015: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Keywords作ることによる学習 / 認知モデル / 例からの学習
Outline of Final Research Achievements

Understanding of targets by construction of models is promising as a learning activity. However, it can be a difficult activity which imposes heavy load on learners because it requires eminent skills. This study designed a basic framework for learning by experiencing construction of models in the domain of cognitive science. In this framework, a model abstractly describing human thinking processes and its computer model implemented is prepared by an instructor in advance. A learner is given the abstract model and thinking processes produced by executing the implementation model, and then engaged in instantiating the abstract model into an implementation model. This activity is expected to deepen learner understanding of thinking embedded in the abstract model. We empirically studied the effect of learning in the framework. The results indicated the possibility that this framework can improve learner understanding of thinking behind the model.

Report

(3 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • Research Products

    (2 results)

All 2017 2016

All Presentation (2 results) (of which Int'l Joint Research: 1 results)

  • [Presentation] 認知モデル構築を経験することによる学習の予備的検討2017

    • Author(s)
      小島一晃, 三輪和久, 中池竜一, 神崎奈奈, 寺井仁, 森田純哉, 齋藤ひとみ, 松室美紀
    • Organizer
      第79回人工知能学会先進的学習科学と工学研究会
    • Place of Presentation
      花びしホテル(北海道函館市)
    • Year and Date
      2017-03-08
    • Related Report
      2016 Annual Research Report
  • [Presentation] Basic Framework for Learning by Constructing Cognitive Models Based on Problem-Solving Processes2016

    • Author(s)
      Kazuaki Kojima, Kazuhisa Miwa, Ryuichi Nakaike, Nana Kanzaki, Hitoshi Terai, Junya Morita, Hitomi Saito, Miki Matsumuro
    • Organizer
      Workshop W8 on 24th International Conference on Computers in Education
    • Place of Presentation
      Mumbai (India)
    • Year and Date
      2016-11-28
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research

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Published: 2015-04-16   Modified: 2018-03-22  

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