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Research on analysis of child-raising anxiety using big data and support for parents

Research Project

Project/Area Number 26282053
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Educational technology
Research InstitutionTohoku University (2016-2017)
Osaka University (2014-2015)

Principal Investigator

MATSUKAWA Hideya  東北大学, 高度教養教育・学生支援機構, 講師 (50379111)

Co-Investigator(Kenkyū-buntansha) 堀田 博史  園田学園女子大学, 人間健康学部, 教授 (60300349)
岩崎 千晶  関西大学, 教育推進部, 准教授 (80554138)
新居 佳子  大阪市立大学, 大学院文学研究科, 研究員 (90420421)
金城 洋子  園田学園女子大学短期大学部, 幼児教育学科, 准教授 (20225121)
Project Period (FY) 2014-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥15,860,000 (Direct Cost: ¥12,200,000、Indirect Cost: ¥3,660,000)
Fiscal Year 2016: ¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2015: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2014: ¥8,060,000 (Direct Cost: ¥6,200,000、Indirect Cost: ¥1,860,000)
Keywords子育て不安 / ビックデータ / 保護者の支援 / 電子掲示板 / テキストデータ / トピックモデル / 自動分類 / ワークショップ / ビッグデータ
Outline of Final Research Achievements

In this study, We analysed large-scale message data obtained from Bulletin Board System (BBS) used for discussing anxiety or problems during raising children by parents. Topicmodel, which is a kind of method for automatic classification of text data, was applied to analyse the messages on BBS to find such keywords typical to children of a certain age as "immunization", "breast feeding", "development of language", "entering school". Further, we held some workshops to support parents who felt anxiety or problems during raising children based on what we have revealed from the analysis collaborated with the specialist of childcare.

Report

(5 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • Research Products

    (10 results)

All 2017 2016 2015 2014 Other

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Open Access: 1 results) Presentation (7 results) (of which Int'l Joint Research: 1 results) Remarks (2 results)

  • [Journal Article] Analysis of Free Descriptions of Course Evaluation Questionnaires Using Topic Mode2017

    • Author(s)
      松河 秀哉、大山 牧子、根岸 千悠、新居 佳子、岩﨑 千晶、堀田 博史
    • Journal Title

      Japan Journal of Educational Technology

      Volume: 41 Issue: 3 Pages: 233-244

    • DOI

      10.15077/jjet.41018

    • NAID

      130006337700

    • ISSN
      1349-8290, 2189-6453
    • Year and Date
      2017-12-31
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] 「トピックモデルを用いた統一基準による子育て不安の分類2017

    • Author(s)
      松河秀哉、新居佳子、岩崎千晶、堀田博史
    • Organizer
      日本教育工学会33回全国大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 松河秀哉、大山牧子、根岸千悠2016

    • Author(s)
      トピックモデルを用いた授業評価アンケートの自由記述の分析
    • Organizer
      日本教育工学会第32回全国大会講演論文集
    • Place of Presentation
      大阪大学(大阪府豊中市)
    • Year and Date
      2016-09-19
    • Related Report
      2016 Annual Research Report
  • [Presentation] What kind of anxiety do parents have during raising children2016

    • Author(s)
      Matsukawa, H., Arai, Y., Iwasaki, C., Hotta. H.
    • Organizer
      17th PECERA(Pacific Early Childhood Education Research Association) ANNUAL CONFERENCE
    • Place of Presentation
      チュラロンコン大学(Bangkok, Thailand)
    • Year and Date
      2016-07-07
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] シラバス分析による授業形態分類方法の開発2016

    • Author(s)
      重田勝介、松河秀哉、松田岳士、渡辺雄貴、加藤浩、八木秀文、永嶋知紘
    • Organizer
      日本教育工学会研究会報告集 16(1), 167-170
    • Place of Presentation
      香川大学
    • Year and Date
      2016-03-05
    • Related Report
      2015 Annual Research Report
  • [Presentation] ネットワーク分析とトピックモデルによるメッセージ分類の比較2015

    • Author(s)
      松河秀哉、新居佳子、岩崎千晶、金城洋子、堀田博史
    • Organizer
      日本教育工学会30回全国大会講演論文集、461-462
    • Place of Presentation
      電気通信大学
    • Year and Date
      2015-09-22
    • Related Report
      2015 Annual Research Report
  • [Presentation] Semantic Classification of Text Messages Using the Concept of Community in Social Network Analysis2015

    • Author(s)
      Hideya Matsukawa, Yoshiko Arai, Chiaki Iwasaki, Yoko Kinjo, Hiroshi Hotta
    • Organizer
      IADIS International Conference e-society 2015, 340-342
    • Place of Presentation
      Madeira, Portugal.
    • Year and Date
      2015-03-14
    • Related Report
      2014 Annual Research Report
  • [Presentation] ネットワーク分析におけるコミュニティの概念を用いたメッセージの概要把握2014

    • Author(s)
      松河秀哉,新居佳子,岩崎千晶,金城洋子,堀田博史
    • Organizer
      日本教育工学会30回全国大会講演論文集,529-530
    • Place of Presentation
      岐阜大学
    • Year and Date
      2014-09-20
    • Related Report
      2014 Annual Research Report
  • [Remarks]

    • URL

      http://kids.sonoda-u.ac.jp/matsukawa/

    • Related Report
      2017 Annual Research Report
  • [Remarks]

    • URL

      http://kids.sonoda-u.ac.jp/matsukawa/

    • Related Report
      2016 Annual Research Report

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Published: 2014-04-04   Modified: 2019-03-29  

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