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Analysis of research papers appearing in social media

Research Project

Project/Area Number 16K16155
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Web informatics, Service informatics
Research InstitutionToyohashi University of Technology

Principal Investigator

Yoshida Mitsuo  豊橋技術科学大学, 工学(系)研究科(研究院), 助教 (60734978)

Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Fiscal Year 2017: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywordsオルトメトリクス / ソーシャルメディア / 計量書誌学 / 研究評価 / 学術雑誌 / プライバシー / 固有表現抽出 / 学術情報流通 / 情報拡散 / ソーシャルウェブ
Outline of Final Research Achievements

We aimed to develop a new academic research evaluation index. We therefore collected data on the mention of research papers in social media on a large scale, and analyzed factors of the mention. As a result, we found that the papers of the humanity and social science is more often mentioned to by social media than the papers of the science and engineering. In addition, in order to analyze the source papers of science news articles, we developed an algorithm to automatically extract the journal names appearing in news articles.

Academic Significance and Societal Importance of the Research Achievements

従来の研究評価指標は理工系に有利であるとの指摘があり,理工学系の論文よりも人文社会学系の論文の方がソーシャルメディアで言及されるという結果は,従来の研究評価に加えてソーシャルメディアのデータを利用することで,研究評価における分野の有利不利を補正できる可能性を示している。また,ニュース記事から自動的に学術雑誌名を抽出できることは,そのニュースの典拠となる学術論文へのアクセスを提供し,多様な視点での理解を助けることに繋がる。

Report

(4 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (19 results)

All 2019 2018 2017 2016 Other

All Journal Article (12 results) (of which Peer Reviewed: 10 results,  Open Access: 8 results,  Acknowledgement Compliant: 1 results) Presentation (6 results) (of which Invited: 1 results) Remarks (1 results)

  • [Journal Article] 観測頻度に基づくゆう度比の保守的な直接推定2019

    • Author(s)
      菊地真人, 川上賢十, 吉田光男, 梅村恭司
    • Journal Title

      電子情報通信学会和文論文誌D

      Volume: J102-D Pages: 289-301

    • NAID

      120006619092

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Journal Name Extraction from Japanese Scientific News Articles2018

    • Author(s)
      Masato Kikuchi, Mitsuo Yoshida, Kyoji Umemura
    • Journal Title

      Proceedings of the 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference

      Volume: - Pages: 143-148

    • DOI

      10.23919/apsipa.2018.8659765

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Information Diffusion Power of Political Party Twitter Accounts During Japan’s 2017 Election2018

    • Author(s)
      Mitsuo Yoshida, Fujio Toriumi
    • Journal Title

      Proceedings of the 10th International Conference on Social Informatics

      Volume: 2 Pages: 334-342

    • DOI

      10.1007/978-3-030-01159-8_32

    • ISBN
      9783030011581, 9783030011598
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Temporal Analysis of Online Social Graph by Home Location2018

    • Author(s)
      Shiori Hironaka, Mitsuo Yoshida, Kyoji Umemura
    • Journal Title

      Proceedings of the ACM IUI 2018 Workshop on Web Intelligence and Interaction

      Volume: (11)

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] 集合知による新たな研究評価2017

    • Author(s)
      吉田光男
    • Journal Title

      Biophilia

      Volume: 6(3) Pages: 31-37

    • Related Report
      2017 Research-status Report
  • [Journal Article] Home Location Estimation Using Weather Observation Data2017

    • Author(s)
      Yuki Kondo, Masatsugu Hangyo, Mitsuo Yoshida, Kyoji Umemura
    • Journal Title

      Proceedings of the 2017 International Conference On Advanced Informatics: Concepts, Theory And Application

      Volume: - Pages: 1-6

    • DOI

      10.1109/icaicta.2017.8090972

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] When Do Users Change Their Profile Information on Twitter?2017

    • Author(s)
      Jinsei Shima, Mitsuo Yoshida, Kyoji Umemura
    • Journal Title

      Proceedings of the 2017 IEEE International Conference on Big Data

      Volume: - Pages: 3119-3122

    • DOI

      10.1109/bigdata.2017.8258287

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Availability of altmetrics for articles in Japanese society journals2017

    • Author(s)
      佐藤翔, 吉田光男
    • Journal Title

      Joho Chishiki Gakkaishi

      Volume: 27 Issue: 1 Pages: 23-42

    • DOI

      10.2964/jsik_2017_009

    • NAID

      130006825367

    • ISSN
      0917-1436, 1881-7661
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Analysis of Social Network Generation Methods for Home Location Estimation in Japan2017

    • Author(s)
      廣中,吉田,岡部,梅村
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 32 Issue: 1 Pages: WII-M_1-11

    • DOI

      10.1527/tjsai.WII-M

    • NAID

      130005290736

    • ISSN
      1346-0714, 1346-8030
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Uncovering Information Flow Among Users by Time-Series Retweet Data: who is a friend of whom on Twitter?2016

    • Author(s)
      Yuka Kamiko, Mitsuo Yoshida, Hirotada Ohashi, Fujio Toriumi
    • Journal Title

      Proceedings of the 2016 IEEE International Conference on Big Data

      Volume: - Pages: 2500-2504

    • DOI

      10.1109/bigdata.2016.7840888

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Analysis of Home Location Estimation with Iteration on Twitter Following Relationship2016

    • Author(s)
      Shiori Hironaka, Mitsuo Yoshida, Kyoji Umemura
    • Journal Title

      Proceedings of the 2016 International Conference On Advanced Informatics: Concepts, Theory And Application

      Volume: - Pages: 1-5

    • DOI

      10.1109/icaicta.2016.7803100

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] ソーシャル言及数で論文に新たな評価軸2016

    • Author(s)
      吉田光男
    • Journal Title

      日経ビッグデータ

      Volume: 28 Pages: 29-29

    • Related Report
      2016 Research-status Report
  • [Presentation] インターネット上の論文の閲覧行動と言及行動の関係の分析2019

    • Author(s)
      小林和央, 風間一洋, 吉田光男, 大向一輝
    • Organizer
      第3回計算社会科学ワークショップ
    • Related Report
      2018 Annual Research Report
  • [Presentation] ウェブマイニングのためのデータ収集と学術情報分析2019

    • Author(s)
      吉田光男
    • Organizer
      第七回計算社会科学とその周辺セミナー
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 共著者ネットワークをもとにした共同研究者探索支援システムの試作2018

    • Author(s)
      吉田光男
    • Organizer
      第12回Webインテリジェンスとインタラクション研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 2017年衆議院選挙における政党公式アカウントフォロワーの分析2018

    • Author(s)
      鳥海不二夫, 吉田光男
    • Organizer
      第32回人工知能学会全国大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Twitterのプロフィール変更時におけるユーザの行動と関係のあるキーワードの抽出2017

    • Author(s)
      島仁誠, 吉田光男, 梅村恭司
    • Organizer
      第11回Webインテリジェンスとインタラクション研究会
    • Related Report
      2017 Research-status Report
  • [Presentation] 日本における居住地推定のためのソーシャルネットワーク作成方法の調査2016

    • Author(s)
      廣中詩織, 吉田光男, 岡部正幸, 梅村恭司
    • Organizer
      第30回人工知能学会全国大会
    • Place of Presentation
      福岡県北九州市
    • Year and Date
      2016-06-06
    • Related Report
      2016 Research-status Report
  • [Remarks] Ceek.jp Altmetrics

    • URL

      http://altmetrics.ceek.jp/

    • Related Report
      2016 Research-status Report

URL: 

Published: 2016-04-21   Modified: 2020-03-30  

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