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Study of Dynamic Process of Social Exclusion by Computational Social Science

Research Project

Project/Area Number 18H00918
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 08010:Sociology-related
Research InstitutionKyoto University of Advanced Science (2020-2021)
Tohoku University (2018-2019)

Principal Investigator

Sato Yoshimichi  京都先端科学大学, 人文学部, 教授 (90196288)

Co-Investigator(Kenkyū-buntansha) 中井 豊  芝浦工業大学, システム理工学部, 教授 (00348905)
武藤 正義  芝浦工業大学, システム理工学部, 教授 (00553231)
浜田 宏  東北大学, 文学研究科, 教授 (40388723)
永吉 希久子  東京大学, 社会科学研究所, 准教授 (50609782)
瀧川 裕貴  東北大学, 文学研究科, 准教授 (60456340)
関口 卓也  国立研究開発法人理化学研究所, 革新知能統合研究センター, 研究員 (70780724)
浦川 邦夫  九州大学, 経済学研究院, 教授 (90452482)
Project Period (FY) 2018-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥15,470,000 (Direct Cost: ¥11,900,000、Indirect Cost: ¥3,570,000)
Fiscal Year 2020: ¥5,850,000 (Direct Cost: ¥4,500,000、Indirect Cost: ¥1,350,000)
Fiscal Year 2019: ¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2018: ¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Keywords社会的排除 / 計算社会科学 / 動的過程分析 / 多水準分析 / 社会的不平等 / シミュレーション / オンライン実験 / エージェント・ベースト・モデル / ビッグデータ解析
Outline of Final Research Achievements

Social exclusion has been addressed primarily through case studies or social surveys. Although they have reported important findings, it has been difficult to analyze the general dynamic process of social exclusion. Therefore, this research project aimed to elucidate the dynamic process of social exclusion using computational social science and to propose measures to deter social exclusion based on the findings. As a result, we found that an analysis using big data such as Twitter data and a simulation combining Schelling's residential segregation model and the dynamic fluctuation of land prices can grasp the dynamic process of social exclusion. In the future, we will examine the possibility of making policy recommendations based on the findings obtained.

Academic Significance and Societal Importance of the Research Achievements

本研究プロジェクトの学術的意義は2つある。第1に、社会的排除研究に計算社会科学の手法を導入することで社会的排除の動的過程を把握できたことである。第2に、計算社会科学の可能性を拡張したことである。
本研究プロジェクトの社会的意義は、社会的排除という重要な社会問題に対して従来の研究方法に加えて計算社会科学の手法を導入することで新たな社会的提言の可能性を示したことである。

Report

(4 results)
  • 2021 Final Research Report ( PDF )
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • Research Products

    (63 results)

All 2022 2021 2020 2019 2018 Other

All Int'l Joint Research (3 results) Journal Article (22 results) (of which Int'l Joint Research: 4 results,  Peer Reviewed: 14 results,  Open Access: 17 results) Presentation (33 results) (of which Int'l Joint Research: 17 results,  Invited: 8 results) Book (4 results) Remarks (1 results)

  • [Int'l Joint Research] リンショーピン大学分析社会学研究所(スウェーデン)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] リンショーピン大学分析社会学研究所(スウェーデン)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] リンショーピン大学分析社会学研究所(スウェーデン)

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Effects of university graduation on multidimensional poverty risks in Japan2022

    • Author(s)
      Wang, W., Urakawa, K. and Anegawa, K.
    • Journal Title

      International Journal of Educational Research

      Volume: 113 Pages: 101973-101973

    • DOI

      10.1016/j.ijer.2022.101973

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Are Social Norms Associated with Married Women’s Labor Force Participation? A Comparison of Japan and the United States2022

    • Author(s)
      Li, W., Urakawa, K. and Suga, F.
    • Journal Title

      Journal of Family and Economic Issues

      Volume: 43 Issue: 1 Pages: 193-205

    • DOI

      10.1007/s10834-021-09815-y

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Disparity and Dynamics of Social Distancing Behaviors in Japan: An Investigation of Mobile Phone Mobility Data2022

    • Author(s)
      Zeyu Lyu, Hiroki Takikawa
    • Journal Title

      JMIR Medical Informatics

      Volume: 10(3) Issue: 3 Pages: e31557-e31557

    • DOI

      10.2196/31557

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Do the learning opportunities from university experiences affect preferences for redistribution? - The case of Japan2021

    • Author(s)
      浦川邦夫・姉川恭子
    • Journal Title

      經濟學研究

      Volume: 88 Issue: 1 Pages: 99-115

    • DOI

      10.15017/4492456

    • NAID

      120007160541

    • ISSN
      0022-975X
    • Year and Date
      2021-06-30
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 親から暴力を受けた子どもの体罰容認意識―世代間連鎖の観点から―2021

    • Author(s)
      眞田英毅
    • Journal Title

      社会学年報

      Volume: 50 Pages: 57-68

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 「コロナウイルス感染症と日本の経済格差-「家計調査」の結果(2019年、2020年)による考察-」,2021

    • Author(s)
      浦川邦夫
    • Journal Title

      個人金融

      Volume: 2021.夏号 Pages: 2-11

    • Related Report
      2020 Annual Research Report
    • Open Access
  • [Journal Article] Analyzing vaccination priority judgments for 132 occupations using word vector models.2021

    • Author(s)
      Ueshima, A., & Takikawa, H.
    • Journal Title

      IEEE/WIC/ACM International Conference on Web Intelligence.

      Volume: 0 Pages: 76-82

    • DOI

      10.1145/3498851.3498933

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] "Empirical Analysis of Time Poverty and Health-Related Activities in Japan"2020

    • Author(s)
      Kunio Urakawa, Wei Wang and Masrul Alam
    • Journal Title

      Journal of Family and Economic Issues

      Volume: 21 Issue: 3 Pages: 1-10

    • DOI

      10.1007/s10834-020-09671-2

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] ソーシャル・キャピタル生成メカニズムの理論的分析2019

    • Author(s)
      佐藤嘉倫
    • Journal Title

      社会学年報

      Volume: 48 Pages: 85-93

    • Related Report
      2019 Annual Research Report
    • Open Access
  • [Journal Article] Subjective poverty equivalence scales in Japan: Empirical analysis by regional area and household type2019

    • Author(s)
      Kunio Urakawa and Tomoya Tokudomi
    • Journal Title

      Keizaigaku-Kenkyu (Journal of Political Economy)

      Volume: 86(4) Pages: 57-72

    • NAID

      120006779188

    • Related Report
      2019 Annual Research Report
  • [Journal Article] クラウドファンディングにおける過去の行為が支援獲得に及ぼす影響:計算社会科学によるクラウドファンディング内部の社会関係資本形成の研究2019

    • Author(s)
      中井豊,瀧川裕貴,大谷仁哉,雨宮俊貴
    • Journal Title

      理論と方法

      Volume: 34 Pages: 124-147

    • NAID

      130007992247

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Effect of voluntary participation on an alternating and a simultaneous prisoner’s dilemma.2019

    • Author(s)
      武藤正義
    • Journal Title

      Physical Review E

      Volume: 100 Issue: 3 Pages: 032304-032304

    • DOI

      10.1103/physreve.100.032304

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] The moral-emotional foundations of political discourse: a comparative analysis of the speech records of the US and the Japanese legislatures2019

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

      Quality & Quantity

      Volume: 54 Pages: 547-566

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [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: 16-22

    • Related Report
      2019 Annual Research Report 2018 Annual Research Report
  • [Journal Article] 家族と移動レジーム―若年非正規雇用者の困難をめぐって2019

    • Author(s)
      佐藤嘉倫
    • Journal Title

      小林盾・川端健嗣『変貌する恋愛と結婚―データで読む平成』(新曜社)

      Volume: - Pages: 122-127

    • Related Report
      2018 Annual Research 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] Evolutionary Formation of a Justified Predatory State Under the Movement of People2019

    • Author(s)
      Yutaka Nakai
    • Journal Title

      SSRN

      Volume: -

    • Related Report
      2018 Annual Research Report
    • Open Access
  • [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] 様子見は付き合いに何をもたらすか:行動エラー下での離脱・復帰可能な繰り返し囚人のジレンマ2018

    • Author(s)
      武藤正義、田口拓哉、坂本雄飛
    • Journal Title

      理論と方法

      Volume: 33(2) Pages: 331-348

    • NAID

      130007719665

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 2000年代における貧困指標の変動要因―要因分解を通じた分析―2018

    • Author(s)
      徳冨智哉、浦川邦夫
    • Journal Title

      社会保障研究

      Volume: 2(4) Pages: 551-565

    • NAID

      40021500855

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 格差は主観的なウェルビーイングに影響を与えるのか2018

    • Author(s)
      浦川邦夫
    • Journal Title

      日本労働研究雑誌

      Volume: 690 Pages: 31-43

    • Related Report
      2018 Annual Research Report
    • Open Access
  • [Presentation] ソーシャルメディア上での行動は社会的差異をシグナルするか?2022

    • Author(s)
      瀧川裕貴, 水野誠
    • Organizer
      計算社会科学会
    • Related Report
      2020 Annual Research Report
  • [Presentation] ソーシャルメディア上での?動と社会階層との関連:ツイート・ サーベイ統合データの擬似予測法(fictitious prediction)による分析2022

    • Author(s)
      瀧川裕貴, 水野誠
    • Organizer
      数理社会学会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Cross-Cutting Interaction, Out-Group Hostility, and Partisan Identity: Investigation of Affective Polarization on Social Media2022

    • Author(s)
      Zeyu Lyu
    • Organizer
      計算社会科学会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 何がいじめと捉えられているのか:Web調査の対応分析から2021

    • Author(s)
      眞田英毅
    • Organizer
      第63回日本教育心理学会大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] いじめ被害者および加害者の社会経済的地位の関連2021

    • Author(s)
      眞田英毅
    • Organizer
      第73回日本教育社会学会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 学校外教育は大衆化したのか?東大社研パネル調査(JLPS)データの分析(5)2021

    • Author(s)
      眞田英毅
    • Organizer
      第94回日本社会学会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Circulations of Tweets within and beyond Communities in Japanese Twitter Political Fields2021

    • Author(s)
      Kikuko Nagayoshi, Hiroki Takikawa, and Teruki Sanada
    • Organizer
      13th Annual INAS Conference
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effects of social capital related to human resources on donation behaviors in Japan 2021.11.2021

    • Author(s)
      Xiao Fan and Kunio Urakawa
    • Organizer
      日本応用経済学会(Online)
    • Related Report
      2020 Annual Research Report
  • [Presentation] Effects of Family and Social Interaction on Mental Well-being in Populations under Social distancing Restrictions during the COVID-19 pandemic2021

    • Author(s)
      Takikawa, Hiroki
    • Organizer
      INAS
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ディープラーニングによるセンチメント分析の社会科学における応用2021

    • Author(s)
      瀧川裕貴・呂沢宇
    • Organizer
      選挙学会
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] Anti-China Sentiments during the COVID-19 pandemic: An Analysis Using Deep Learning Methods2021

    • Author(s)
      Zeyu Lyu, Hiroki Takikawa
    • Organizer
      International Conference on Computational Social Science (IC2S2 2021)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effects of family and social interaction on mental well-being in populations under social distancing restrictions during the COVID-19 pandemic2021

    • Author(s)
      Zeyu Lyu, Hiroki Takikawa
    • Organizer
      International Conference on Computational Social Science (IC2S2 2021)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Studying Inequality: Some Questions and Answers2021

    • Author(s)
      Guillermina Jasso and Yoshimichi Sato
    • Organizer
      The 13th Annual INAS Conference
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ベイジアンネットワークを用いた高齢者の社会参加メカニズムの探索2020

    • Author(s)
      山中宏幸・中井豊
    • Organizer
      第39回社会経済システム学会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Japanese Language Schools as Alternative Routes to the Labor Market in Japan2019

    • Author(s)
      Yoshimichi Sato and Zeyu Lyu
    • Organizer
      American Sociological Association
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Space, Social Stratification, and Social Capital: The Case of Tokyo2019

    • Author(s)
      Yoshimichi Sato
    • Organizer
      Global City and Urban Development: Livability with Social Inclusion, Cohesion and Equality
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Intra-generational Mobility between the Regular and Non-regular Employment Sectors in Japan2019

    • Author(s)
      Yoshimichi Sato
    • Organizer
      2019 CASS Forum Road and experience in the new founding of China: Social Development during the last 70 years
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Intragenerational Mobility between the Regular and Non-Regular Employment Sectors in Japan: From the Viewpoint of the Theory of Mobility Regime2019

    • Author(s)
      Yoshimichi Sato
    • Organizer
      NCCU Workshop
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Social Capital and Social Networks: Toward Clearer Understanding of Functions of Social Capital2019

    • Author(s)
      Yoshimichi Sato
    • Organizer
      The 31th Dokkyo International Forum 2019 Recent Trends in Social Network Analysis
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Do the learning opportunities provided by university experiences affect preference for redistribution?- The case of Japan2019

    • Author(s)
      浦川邦夫
    • Organizer
      日本経済学会(神戸大学)
    • Related Report
      2019 Annual Research Report
  • [Presentation] Do social norms overpower comparative advantage theory? A comparison of Japan and the U.S.2019

    • Author(s)
      Wen Li and Kunio Urakawa
    • Organizer
      日本応用経済学会(南山大学)
    • Related Report
      2019 Annual Research Report
  • [Presentation] Income and housing poverty: Multidimensionality, heterogeneity and nonlinearity2019

    • Author(s)
      Kunio Urakawa
    • Organizer
      International Studies on Social Security (FISS), 26th International Research Seminar on Issues in Social Security (Sigtuna, Sweden)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 何が外国人と日本人の交流を阻害するのか2019

    • Author(s)
      永吉希久子
    • Organizer
      第66回東北社会学会
    • Related Report
      2019 Annual Research Report
  • [Presentation] AIは社会学理論の構築に資するか2019

    • Author(s)
      瀧川裕貴
    • Organizer
      第92回日本社会学会大会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 計算社会科学は因果メカニズムの解明に役立ちうるか2019

    • Author(s)
      瀧川裕貴
    • Organizer
      第92回日本社会学会大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 計算社会科学と因果推論2019

    • 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] Institutions and Agency in the Creation of Social Inequality2018

    • Author(s)
      Yoshimichi Sato
    • Organizer
      The 30th SASE Annual Meeting
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Triadic Social Structure Facilitates Backing for Crowdfunding Projects2018

    • Author(s)
      Yutaka Nakai、Hiroki Takikawa
    • 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)
      Hiroki Takikawa、Kikuko Nagayoshi
    • 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)
      Hiroki Takikawa、Yusuke Inagaki、Shinya Obayashi
    • 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)
      Hiroki Takikawa、Yusuke Inagaki、Shinya Obayashi
    • Organizer
      XIX ISA World Congress of Sociology
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Game Theoretical Analysis on Linkage between Groups Relation and Individuals Relation2018

    • Author(s)
      Masayoshi Muto
    • Organizer
      XIX ISA World Congress of Sociology, Toronto, Canada
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analysis of poverty of income and living time in Japan: An approach from estimation of CES well-being function2018

    • Author(s)
      Kunio Urakawa
    • Organizer
      World Social Science Forum 2018 (Fukuoka Convention Center)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Book] AIはどのように社会を変えるか-ソーシャル・キャピタルと格差の視点から2022

    • Author(s)
      佐藤嘉倫・稲葉陽二・藤原佳典
    • Total Pages
      269
    • Publisher
      東京大学出版会
    • ISBN
      4130502050
    • Related Report
      2020 Annual Research Report
  • [Book] 人生中期の階層構造2021

    • Author(s)
      渡邊勉・吉川徹・佐藤嘉倫
    • Total Pages
      249
    • Publisher
      東京大学出版会
    • ISBN
      9784130551427
    • Related Report
      2020 Annual Research Report
  • [Book] "Effects of multidimensional poverty on health indicators in Japan: Income, time and social relations," Contemporary Issues in Applied Economics2019

    • Author(s)
      Kunio Urakawa and Wei Wang [Hosoe, M., Ju, B.G., Yakita, A. and Hong, K. (eds.)]
    • Total Pages
      16
    • Publisher
      Springer
    • ISBN
      9789811370359
    • Related Report
      2019 Annual Research Report
  • [Book] ソーシャル・キャピタルと社会―社会学における研究のフロンティア2018

    • Author(s)
      佐藤嘉倫
    • Total Pages
      268
    • Publisher
      ミネルヴァ書房
    • ISBN
      9784623077755
    • Related Report
      2018 Annual Research Report
  • [Remarks] 社会的排除研究会

    • URL

      http://www2.sal.tohoku.ac.jp/exclusion/wiki.cgi

    • Related Report
      2019 Annual Research Report 2018 Annual Research Report

URL: 

Published: 2018-04-23   Modified: 2023-01-30  

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