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Methods for Strategically Presenting the Clues of Fostering Search Skills based on Analysis on Novices' Behaviors of Page Attention

Research Project

Project/Area Number 19K14309
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 09070:Educational technology-related
Research InstitutionFukushima University

Principal Investigator

Onuma Ryo  福島大学, 共生システム理工学類, 特任助教 (60829729)

Project Period (FY) 2019-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2020: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2019: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords探索能力育成 / ページ注目行為 / 探索意図 / 手がかり示唆 / 情報視覚化 / 無意識の探索意図
Outline of Research at the Start

PBL等における模索的なWeb探索では,獲得したページを的確に解釈し,それを踏まえて自らの探索意図を新たな検索クエリとして表現することが重要だが,その能力育成方法は確立されていない.本研究では,「既有ページに対する注目行為に,未熟者の認識や探索意図が,半ば無意識的に体現される現象」に注目し,段階的な手がかり示唆による能力育成支援の実現を目指す.そのために,探索意図の整理に際して注目に値するページ抽出手法,注目ページに応じた検索クエリ候補生成手法,経験状況に応じた手がかり示唆戦略を開発する.これらの手法に基づいて支援システムを開発し,実際的経験を促しつつ探索能力育成を図る新たな方法を示す.

Outline of Final Research Achievements

Opportunities to perform Web explorations involving trial and error as a part of intellectual activities such as PBL have increased and cultivation of its skills is increasingly needed. In order to successfully conduct such exploration, it is necessary to understand the results of searches along with their circumstances and utilize them to later explorations. Although the stacking of exploration experience is important to acquire the skills, it is difficult for unskilled people to accumulate sufficient experiences since multiple factors such as expression of queries, examination of acquired pages and change of search intentions are involved. This research focus on a fact that novices’ behaviors of page selection during looking back their exploration often express unconsciously their search intentions and recognition against search progress. Utilizing this fact, methods for promoting the experience of exploration with trial and error by suggesting the clues in steps were proposed.

Academic Significance and Societal Importance of the Research Achievements

重要性が指摘されながらも,これまで困難であった模索経験の積み重ねによるWeb探索能力の育成を可能とする教育支援充実の意義を有する.

また,これまで見過ごされてきた「半ば無意識的な既有ページに対する注目行為」を活かして,未熟者の認識や探索意図を反映し得る形で模索経験促進に挑戦する本研究は,教育工学研究の新たな可能性を提示する意義を有する.

Report

(3 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Research-status Report
  • Research Products

    (6 results)

All 2020 2019

All Journal Article (5 results) (of which Peer Reviewed: 3 results,  Open Access: 1 results) Presentation (1 results)

  • [Journal Article] Initial Evaluation of System for Visualizing Novices’ Unaware Search Intentions by Analyzing Behaviors of Article Selection2020

    • Author(s)
      Ryo Onuma, Hiroki Nakayama, Yota Kawawa, Hiroaki Kaminaga, Youzou Miyadera, Shoichi Nakamura
    • Journal Title

      Proc. 2020 IEEE International Conference on Teaching, Assessment, and Learning for Engineering

      Volume: ー Pages: 392-397

    • DOI

      10.1109/tale48869.2020.9368364

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Web探索能力育成のための未熟者の潜在的な意図を反映した手がかり示唆システム2020

    • Author(s)
      川和耀太,大沼亮,中山祐貴,神長裕明,宮寺庸造,中村勝一
    • Journal Title

      電子情報通信学会 技術研究報告

      Volume: 119(468) Pages: 103-108

    • Related Report
      2019 Research-status Report
  • [Journal Article] A Strategy for Cultivating Practical Exploration Skills by Suggesting the Clues based on the Analysis of Novices' Unaware Intentions2019

    • Author(s)
      Ryo Onuma, Yota Kawawa, Hiroki Nakayama, Hiroaki Kaminaga, Youzou Miyadera, Shoichi Nakamura
    • Journal Title

      Proc. 18th International Conference on Information Technology Based Higher Education and Training

      Volume: - Pages: 1-6

    • DOI

      10.1109/ithet46829.2019.8937357

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] A System for Cultivating Exploration Skills by Presenting Clues Based on the Analysis of Page Selection Behaviors2019

    • Author(s)
      Yota Kawawa, Ryo Onuma, Hiroki Nakayama, Hiroaki Kaminaga, Youzou Miyadera, Shoichi Nakamura
    • Journal Title

      Proc. the 2019 2nd International Conference on Computational Intelligence and Intelligent Systems

      Volume: - Pages: 134-139

    • DOI

      10.1145/3372422.3372449

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] 記事選択行為に潜在する未熟者の認識・意図に応じた有望ページ抽出2019

    • Author(s)
      川和耀太, 大沼亮, 中山祐貴, 神長裕明, 宮寺庸造, 中村勝一
    • Journal Title

      電子情報通信学会 技術研究報告

      Volume: 119(105) Pages: 35-40

    • Related Report
      2019 Research-status Report
  • [Presentation] ページ選択行動の分析に基づく探索遂行能力育成のための手がかり示唆2019

    • Author(s)
      大沼亮, 川和耀太, 中山祐貴, 神長裕明, 宮寺庸造, 中村勝一
    • Organizer
      第44回教育システム情報学会全国大会
    • Related Report
      2019 Research-status Report

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Published: 2019-04-18   Modified: 2022-01-27  

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