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The development of quantitative network analysis methods for cultural field analysis

Research Project

Project/Area Number 16K04027
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Sociology
Research InstitutionTohoku University

Principal Investigator

Takikawa Hiroki  東北大学, 災害科学国際研究所, 助教 (60456340)

Co-Investigator(Kenkyū-buntansha) 稲垣 佑典  統計数理研究所, データ科学研究系, 特任助教 (30734503)
大林 真也  青山学院大学, 社会情報学部, 助教 (10791767)
Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2018: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2017: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2016: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords数理社会学 / 計算社会科学 / 公共性 / 社会ネットワーク分析 / ソーシャルメディア / 道徳心理学 / テクスト分析 / 場の理論 / 分極化 / オンライン実験 / ビッグデータ / ネットワーク分析 / 理論社会学 / 文化社会学
Outline of Final Research Achievements

This study clarifies the importance of computational social science approach to cultural field analysis. computational social science enables us to directly examine the dynamics of social interaction and relations that constitute essential parts of cultural fields. As case studies, we explicate the mechanism about ideological and attitude polarization on social media and the mechanism about emotional and moral dynamics in political debates.

Academic Significance and Societal Importance of the Research Achievements

文化場の解析にとっての計算社会科学的方法の有効性を理論的に明らかにし、かつ経験的研究の一例を提供した。このことにより、従来とは異なる仕方で、文化の場を社会学的に研究する可能性が示されたと考える。また、計算社会科学の方法論を応用することで、ソーシャルメディア上の論議やあるいはフォーマルな政治的討論がどのような特質を持ち、またなぜ対立しがちであるかを明らかにした。より公共的で開かれた議論を活性化するためのポリシーを考えるために、これらの知見は役立つと考えられる。

Report

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

    (32 results)

All 2019 2018 2017 2016 Other

All Int'l Joint Research (4 results) Journal Article (12 results) (of which Peer Reviewed: 5 results,  Open Access: 8 results,  Acknowledgement Compliant: 2 results) Presentation (16 results) (of which Int'l Joint Research: 9 results,  Invited: 1 results)

  • [Int'l Joint Research] スタンフォード大学(米国)

    • Related Report
      2017 Research-status Report
  • [Int'l Joint Research] リンショーピン大学(スウェーデン)

    • Related Report
      2017 Research-status Report
  • [Int'l Joint Research] スタンフォード大学/コーネル大学(米国)

    • Related Report
      2016 Research-status Report
  • [Int'l Joint Research] リンショーピン大学(スウェーデン)

    • Related Report
      2016 Research-status Report
  • [Journal Article] Modelling the emergence of an egalitarian society in the n-player game framework2019

    • Author(s)
      Kohei Tamura,Hiroki Takikawa
    • Journal Title

      Journal of Theoretical Biology

      Volume: 461 Pages: 1-7

    • DOI

      10.1016/j.jtbi.2018.10.037

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 社会学におけるビッグデータ分析の可能性2019

    • Author(s)
      瀧川裕貴
    • Journal Title

      社会と調査

      Volume: 22 Pages: 16-26

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Triadic Social Structure Facilitates Backing for Crowdfunding Projects2018

    • Author(s)
      Yutaka Yutaka, Hiroki Takikawa
    • Journal Title

      IEEE International Conference on Big Data

      Volume: ― Pages: 4346-4351

    • DOI

      10.1109/bigdata.2018.8621987

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Computational Social Science:2018

    • Author(s)
      瀧川裕貴
    • Journal Title

      Sociological Theory and Methods

      Volume: 33 Issue: 1 Pages: 132-148

    • DOI

      10.11218/ojjams.33.132

    • NAID

      130007585981

    • ISSN
      0913-1442, 1881-6495
    • Related Report
      2018 Annual Research Report
    • Open Access
  • [Journal Article] 国会会議録データを用いた自然災害に関する集合的認知ダイナミクスの分析2018

    • Author(s)
      瀧川裕貴・阪本拓人
    • Journal Title

      第二回計算社会科学ワークショップ論文集

      Volume: なし

    • Related Report
      2017 Research-status Report
    • Open Access
  • [Journal Article] ソーシャルメディアにおける公共圏の成立可能性――公共圏の関係論的定式化の提唱とTwitter政治場の経験的分析2018

    • Author(s)
      瀧川裕貴
    • Journal Title

      遠藤薫編『ソーシャルメディア時代の公共性:リスク社会を読み解く』東京大学出版会

      Volume: なし Pages: 63-95

    • Related Report
      2017 Research-status Report
  • [Journal Article] Political Polarization in Social Media: Analysis of the ‘Twitter Political Field’ in Japan,2017

    • Author(s)
      Takikawa, H. and K. Nagayoshi
    • Journal Title

      The Proceedings of the 2017 IEEE International Conference on Big Data

      Volume: なし Pages: 3061-8

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Cross-National Measurement of Polarization in Political Discourse: Analyzing Floor Debate in the U.S. and the Japanese Legislatures2017

    • Author(s)
      Sakamoto, T. and H. Takikawa
    • Journal Title

      The Proceedings of the 2017 IEEE International Conference on Big Data

      Volume: なし Pages: 3022-8

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] 政党政治の道徳分析:日米議会のスピーチデータを用いた多面的分析2017

    • Author(s)
      瀧川裕貴・阪本拓人
    • Journal Title

      第一回計算社会科学ワークショップ論文集

      Volume: -

    • Related Report
      2016 Research-status Report
  • [Journal Article] 民主的討論の構造と動態:トピックモデルによる日米議会スピーチデータの比較分析2017

    • Author(s)
      阪本拓人・瀧川裕貴
    • Journal Title

      第一回計算社会科学ワークショップ論文集

      Volume: -

    • Related Report
      2016 Research-status Report
  • [Journal Article] The Condition for Generous Trust2016

    • Author(s)
      Obayashi Shinya, Inagaki Yusuke and Hiroki Takikawa
    • Journal Title

      PLoS ONE

      Volume: 11

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Thirty Years of Themes and Methods in Sociological Theory and Methods2016

    • Author(s)
      大林真也・瀧川裕貴
    • Journal Title

      Sociological Theory and Methods

      Volume: 31 Issue: 1 Pages: 99-108

    • DOI

      10.11218/ojjams.31.99

    • NAID

      130005259579

    • ISSN
      0913-1442, 1881-6495
    • Related Report
      2016 Research-status Report
    • Open Access / Acknowledgement Compliant
  • [Presentation] 計算社会科学と因果推論2018

    • Author(s)
      瀧川裕貴
    • Organizer
      第67回数理社会学会大会
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] Triadic Social Structure Facilitates Backing for Crowdfunding Projects2018

    • Author(s)
      Nakai Yutaka、 Takikawa Hiroki
    • Organizer
      2018 IEEE International Conference on Big Data, Seattle, WA, USA
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Do echo chambers exit on Japanese Twitter?2018

    • Author(s)
      Takikawa Hiroki 、 Nagayoshi Kikuko
    • Organizer
      CeDEM Asia 18
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Online randomized experiment for identifying the mechanism of opinion dynamics in web forums2018

    • Author(s)
      Takikawa Hiroki、 Inagaki Yusuke 、Obayashi Shinya
    • Organizer
      11th Annual INAS Conference
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Online Randomized Experiment on Social Influences upon Behaviors in Web Forums2018

    • Author(s)
      Takikawa Hiroki、 Inagaki Yusuke 、Obayashi Shinya
    • Organizer
      XIX ISA world congress of Sociology
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 分析社会学の方法論へのインパクト2018

    • Author(s)
      瀧川裕貴
    • Organizer
      第65回数理社会学会大会「挑戦する分析社会学」シンポジウム
    • Related Report
      2017 Research-status Report
  • [Presentation] 国会会議録データを用いた自然災害に関する集合的認知ダイナミクスの分析2018

    • Author(s)
      瀧川裕貴・阪本拓人
    • Organizer
      第二回計算社会科学ワークショップ
    • Related Report
      2017 Research-status Report
  • [Presentation] Political Polarization in Social Media: Analysis of the "Twitter Political Field" in Japan2017

    • Author(s)
      Takikawa, Hiroki and Kikuko Nagayoshi
    • Organizer
      2017 IEEE International Conference on Big Data
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Cross-National Measurement of Polarization in Political Discourse: Analyzing floor debate in the U.S. and the Japanese legislatures2017

    • Author(s)
      Sakamoto, Takuto and Hiroki Takikawa
    • Organizer
      2017 IEEE International Conference on Big Data
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] 社会学理論はいかなる種類の経験的データを必要とするか2017

    • Author(s)
      瀧川裕貴
    • Organizer
      第90回日本社会学会大会
    • Related Report
      2017 Research-status Report
  • [Presentation] Moral Foundations of Political Discourse: Comparative Analysis of the Speech Records of the US Congress and the Japanese Diet2017

    • Author(s)
      Takikawa, Hiroki and Takuto Sakamoto
    • Organizer
      International Conference on Computational Social Science
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] 日米議会における政治的討論の大規模テクスト解析による道徳社会学的分析2017

    • Author(s)
      瀧川裕貴
    • Organizer
      ソーシャルコンピュテーション研究会
    • Place of Presentation
      ワーカーズ倶楽部(東京都、千代田区)
    • Related Report
      2016 Research-status Report
  • [Presentation] 政党政治の道徳分析:日米議会のスピーチデータを用いた多面的分析2017

    • Author(s)
      瀧川裕貴
    • Organizer
      第一回計算社会科学ワークショップ
    • Place of Presentation
      学習院大学(東京都、豊島区)
    • Related Report
      2016 Research-status Report
  • [Presentation] The Duality Revisited: A New Methodology for Bipartite Networks2016

    • Author(s)
      Takikawa, Hiroki and Paolo Parigi
    • Organizer
      "American Sociological Association 111th Annual Meeting Oral Presentation"
    • Place of Presentation
      Seattle, WA, United States.
    • Year and Date
      2016-08-20
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] "戦後日本社会学史への計算社会科学的アプローチ ーー『社会学評論』1954-2015の構造トピックモデルによる分析"2016

    • Author(s)
      瀧川裕貴
    • Organizer
      第89回日本社会学会大会
    • Place of Presentation
      九州大学(福岡県、福岡市)
    • Related Report
      2016 Research-status Report
  • [Presentation] Empirically Agent Based Modeling of Occupational Position Network in Japan2016

    • Author(s)
      Takikawa, Hiroki and Paolo Parigi
    • Organizer
      3rd ISA Forum of Sociology
    • Place of Presentation
      Vienna, Austria
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research

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Published: 2016-04-21   Modified: 2022-02-21  

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