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2020 Fiscal Year Annual Research Report

Clarifying the hierarchical structure of global society using big data

Research Project

Project/Area Number 17KT0034
Research InstitutionKyoto University

Principal Investigator

池田 裕一  京都大学, 総合生存学館, 教授 (90610858)

Co-Investigator(Kenkyū-buntansha) 家富 洋  新潟大学, 自然科学系, 教授 (20168090)
水野 貴之  国立情報学研究所, 情報社会相関研究系, 准教授 (50467057)
Project Period (FY) 2017-07-18 – 2021-03-31
Keywordsサプライチェーンネットワーク / オーナーシップネットワーク / ネットワーク科学 / 国際租税回避 / 多重ネットワーク / コミュニティ解析 / 中心性指標 / 伝統産業ネットワーク
Outline of Annual Research Achievements

本研究では,グローバル化の階層構造をビッグデータとネットワーク科学の手法で見える化し,ヒト・モノ・カネのグローバルな流れに潜むコミュニティの孤立性を表す指標を開発する。そのために,自由貿易を前提とした経済共同体構想を阻害する「コミュニティの孤立化」によりもたらされる「コミュニティ間格差」の実態をネットワーク科学の様々な方法論を用いて解明した。今年度の実績は以下の通りである。
(1)本研究の成果をまとめた書籍が,6月末にSpringer Nature社から出版される。本書は,15章から構成され,図表80枚を含む,約500ページの分量である。最終稿を英語校閲をかけて,2月末に脱稿した。
(2)英文ジャーナルApplied network science (Springer Nature)誌で,11編の論文から成る特集号を完成した。Lead guest editorは池田が担当し,Guest editorsは米国2名,イタリア1名,日本1名の合計4名研究者が担当した。本特集号の内容は,本研究と直接的に関係しており,この課題についての世界的な関心の高まりを反映している。本特集号では,本研究の成果の2本の論文も掲載されている。
(3)グローバル化の表側の現象に関して,(a)世界の企業間取引のネットワーク解析からサプライチェーンの特徴抽出と仮説検証,(b)World Value Surveyデータを基にしたネットワーク解析による東アジアにおける移民受け入れを決める要因の特徴分析,(c)株式所有ネットワーク,サプライチェーンネットワーク解析による世界の製薬開発パイプラインと企業間経済的関係性の相関,などについて,またグローバル化の裏側で進む現象に関して,(d)サプライチェーンネットワーク解析に基づき京都の伝統産業の現代的な産業との比較分析などについて,査読付きジャーナル論文を出版した。

  • Research Products

    (43 results)

All 2021 2020 Other

All Journal Article (7 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 7 results,  Open Access: 5 results) Presentation (16 results) (of which Int'l Joint Research: 6 results,  Invited: 3 results) Book (18 results) Remarks (2 results)

  • [Journal Article] From stress testing to systemic stress testing: The importance of macroprudential regulation2021

    • Author(s)
      Vodenska Irena、Aoyama Hideaki、Becker Alexander P.、Fujiwara Yoshi、Iyetomi Hiroshi、Lungu Eliza
    • Journal Title

      Journal of Financial Stability

      Volume: 52 Pages: 100803~100803

    • DOI

      10.1016/j.jfs.2020.100803

    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] The sustainability and the survivability of Kyoto’s traditional craft industry revealed from supplier-customer network2020

    • Author(s)
      Sato Daisuke、Ikeda Yuichi、Kawai Shuichi、Schich Maxmilian
    • Journal Title

      PLOS ONE

      Volume: 15 Pages: 1,23

    • DOI

      10.1371/journal.pone.0240618

    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Testing “efficient supply chain propositions” using topological characterization of the global supply chain network2020

    • Author(s)
      Chakraborty Abhijit、Ikeda Yuichi
    • Journal Title

      PLOS ONE

      Volume: 15 Pages: 1, 18

    • DOI

      10.1371/journal.pone.0239669

    • Peer Reviewed / Open Access
  • [Journal Article] Network analysis of attitudes towards immigrants in Asia2020

    • Author(s)
      Kawasaki Rachael Kei、Ikeda Yuichi
    • Journal Title

      Applied Network Science

      Volume: 5 Pages: 1,34

    • DOI

      10.1007/s41109-020-00315-w

    • Peer Reviewed / Open Access
  • [Journal Article] Multilayer network analysis of the drugs development cycle in the global pharmaceutical industry2020

    • Author(s)
      Goto Hiromitsu、Jibu Mari、Souma Wataru、Ikeda Yuichi
    • Journal Title

      Applied Network Science

      Volume: 5 Pages: 1, 25

    • DOI

      10.1007/s41109-020-00328-5

    • Peer Reviewed / Open Access
  • [Journal Article] Relationship between Macroeconomic Indicators and Economic Cycles in U.S2020

    • Author(s)
      Iyetomi Hiroshi、Aoyama Hideaki、Fujiwara Yoshi、Souma Wataru、Vodenska Irena、Yoshikawa Hiroshi
    • Journal Title

      Scientific Reports

      Volume: 10 Pages: 1,12

    • DOI

      10.1038/s41598-020-65002-3

    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Identifying the Hierarchical Influence Structure Behind Smart Sanctions Using Network Analysis2020

    • Author(s)
      Hisano Ryohei、Iyetomi Hiroshi、Mizuno Takayuki
    • Journal Title

      Aref S. et al. (eds) Social Informatics. SocInfo 2020. Lecture Notes in Computer Science, vol 12467.

      Volume: 12467 Pages: 95~107

    • DOI

      10.1007/978-3-030-60975-7_8

    • Peer Reviewed
  • [Presentation] ソーシャルデータ分析のための教師あり機械学習2021

    • Author(s)
      水野貴之
    • Organizer
      CCSS School on Computational Social Science 2021
    • Invited
  • [Presentation] 産業連関ネットワークのHelmholtz-Hodge分解:国際比較2021

    • Author(s)
      星智晴,家富洋
    • Organizer
      日本物理学会第76回年次大会
  • [Presentation] 世界規模での株式所有構造のネットワーク分析2021

    • Author(s)
      家富洋,吉川悠一,池田裕一
    • Organizer
      日本物理学会第76回年次大会
  • [Presentation] Cross-national Features: Network Analysis of Attitudes Towards Immigrants2020

    • Author(s)
      Rachael Kei Kawasaki, Yuichi Ikeda
    • Organizer
      The 5th International Workshop on Application of Big Data for Computational Social Science
    • Int'l Joint Research
  • [Presentation] Economic Integration Index Evaluated from Loop Flow Component in Global Value-Added Network2020

    • Author(s)
      Sotaro Sada and Yuichi Ikeda
    • Organizer
      The 9th International Conference on Complex Networks and their Applications
    • Int'l Joint Research
  • [Presentation] 統計力学モデルによる京都市内での観光客と市民の相平衡の検証2020

    • Author(s)
      大木 有,田中 仁海,池田 裕一
    • Organizer
      日本物理学会2020年秋季大会
  • [Presentation] 再生可能エネルギーと原子力による水素コジェネレーションの経済性評価2020

    • Author(s)
      田中仁海, 池田裕一
    • Organizer
      資源エネルギー学会
  • [Presentation] The Optimal Energy Mix in 20502020

    • Author(s)
      Hitomi Tanaka, Yuichi Ikeda
    • Organizer
      9th International Symposium on Human Survivability
    • Int'l Joint Research
  • [Presentation] 仮想通貨市場での詐欺: HYIP活性の予測モデル2020

    • Author(s)
      全珠美, 水野貴之
    • Organizer
      2020年度人工知能学会(第34回)
  • [Presentation] Location-based Big Data to Visualize the Risk of Infection and Economic Activity2020

    • Author(s)
      Takayuki Mizuno
    • Organizer
      Asia-Europe Consortium for AI Research (AECAIR) webinars
    • Int'l Joint Research / Invited
  • [Presentation] Analysis of the ethnicity network using surname data2020

    • Author(s)
      Joomi Jun, Takayuki Mizuno
    • Organizer
      Conference on Complex Systems 2020
    • Int'l Joint Research
  • [Presentation] COVID-19 and Location Based Big Data2020

    • Author(s)
      Takayuki Mizuno
    • Organizer
      Asian Network of Complexity Scientists Meeting 2020
    • Int'l Joint Research / Invited
  • [Presentation] Helmholtz- Hodge分解に基づくランダム有向ネットワークの数理的性質2020

    • Author(s)
      星智晴,家富洋
    • Organizer
      日本物理学会2020年秋季大会
  • [Presentation] 産業連関ネットワークのHelmholtz-Hodge分解2020

    • Author(s)
      星智晴,家富洋
    • Organizer
      日本物理学会2020年秋季大会
  • [Presentation] 産業連関構造のネットワーク解析:国際比較2020

    • Author(s)
      星智晴,家富洋
    • Organizer
      明治大学MIMS研究会「Data-driven MathematicalSciences: 経済物理とその周辺」
  • [Presentation] 世界規模での株式所有構造2020

    • Author(s)
      家富洋,吉川悠一,池田裕一
    • Organizer
      明治大学MIMS研究会「Data-driven MathematicalSciences: 経済物理とその周辺」
  • [Book] 実践する総合生存学2021

    • Author(s)
      池田 裕一、京都大学総合生存学研究会
    • Total Pages
      506
    • Publisher
      京都大学学術出版会
    • ISBN
      9784814002962
  • [Book] Big Data Analysis on Global Community Formation and Isolation: Sustainability and Flow2021

    • Author(s)
      Yuichi Ikeda, Hiroshi Iyetomi, Takayuki Mizuno (Eds)
    • Total Pages
      534
    • Publisher
      Springer
    • ISBN
      9789811549434
  • [Book] "Global Production and Domestic Divides", In Y.Ikeda, H.Iyetomi, and T.Mizuno (Eds.), "Big Data Analysis on Global Community Formation and Isolation"2021

    • Author(s)
      Yuichi Ikeda
    • Total Pages
      21
    • Publisher
      Springer, Singapore
    • ISBN
      9789811549434
  • [Book] "Is Firm-Level International Trade More Pronounced at the Inter-industry or Intra-industry Level?", In Y.Ikeda, H.Iyetomi, and T.Mizuno (Eds.), "Big Data Analysis on Global Community Formation and Isolation"2021

    • Author(s)
      Abhijit Chakraborty and Yuichi Ikeda
    • Total Pages
      40
    • Publisher
      Springer, Singapore
    • ISBN
      9789811549434
  • [Book] "Supplier-Customer Network of Kyoto' s Traditional Craft Industry", In Y.Ikeda, H.Iyetomi, and T.Mizuno (Eds.), "Big Data Analysis on Global Community Formation and Isolation"2021

    • Author(s)
      Daisuke Sato and Yuichi Ikeda
    • Total Pages
      26
    • Publisher
      Springer, Singapore
    • ISBN
      9789811549434
  • [Book] "Regional and Sectoral Change of Global Value-Added Network Around the 2009 Economic Crisis", In Y.Ikeda, H.Iyetomi, and T.Mizuno (Eds.), "Big Data Analysis on Global Community Formation and Isolation"2021

    • Author(s)
      Sotaro Sada and Yuichi Ikeda
    • Total Pages
      33
    • Publisher
      Springer, Singapore
    • ISBN
      9789811549434
  • [Book] "International Tax Avoidance Investigated from A Network Science Perspective", In Y.Ikeda, H.Iyetomi, and T.Mizuno (Eds.), "Big Data Analysis on Global Community Formation and Isolation"2021

    • Author(s)
      Tembo Nakamoto and Yuichi Ikeda
    • Total Pages
      75
    • Publisher
      Springer, Singapore
    • ISBN
      9789811549434
  • [Book] "Immigrant Integration in Asia", In Y.Ikeda, H.Iyetomi, and T.Mizuno (Eds.), "Big Data Analysis on Global Community Formation and Isolation"2021

    • Author(s)
      Rachael Kei Kawasaki and Yuichi Ikeda
    • Total Pages
      55
    • Publisher
      Springer, Singapore
    • ISBN
      9789811549434
  • [Book] "Data Envelopment Analysis on the Fulfillment of Right to Health for Syrian Refugees in Turkey", In Y.Ikeda, H.Iyetomi, and T.Mizuno (Eds.), "Big Data Analysis on Global Community Formation and Isolation"2021

    • Author(s)
      Shun Kuriki and Yuichi Ikeda
    • Total Pages
      28
    • Publisher
      Springer, Singapore
    • ISBN
      9789811549434
  • [Book] "Design of Social Isolation Index", In Y.Ikeda, H.Iyetomi, and T.Mizuno (Eds.), "Big Data Analysis on Global Community Formation and Isolation"2021

    • Author(s)
      Yu Ohki, Yuichi Ikeda, and Hiroshi Iyetomi
    • Total Pages
      31
    • Publisher
      Springer, Singapore
    • ISBN
      9789811549434
  • [Book] "Making Policy Recommendations in International Organizations", In Y.Ikeda, H.Iyetomi, and T.Mizuno (Eds.), "Big Data Analysis on Global Community Formation and Isolation"2021

    • Author(s)
      Tembo Nakamoto, Ayaka Nomura, and Yuichi Ikeda
    • Total Pages
      35
    • Publisher
      Springer, Singapore
    • ISBN
      9789811549434
  • [Book] "ビッグデータとネットワーク科学が描くグローバル分断構造の実像", In 池田裕一(編), "実践する総合生存学"2021

    • Author(s)
      池田裕一
    • Total Pages
      41
    • Publisher
      京都大学学術出版会
    • ISBN
      9784814002962
  • [Book] Multilayer network approach to dynamics of japanese interfirm transaction relations. In Big Data Analysis on Global Community Formation andIsolation2021

    • Author(s)
      Hitomi Sato, Yuichi Kichikawa, Hiroshi Iyetomi, and Tsutomu Watanabe.
    • Total Pages
      33
    • Publisher
      Springer, Singapore
    • ISBN
      9789811549434
  • [Book] Who possesses whom in terms of the global ownership network.In Big Data Analysis on Global Community Formation and Isolation2021

    • Author(s)
      Yuichi Kichikawa, Hiroshi Iyetomi, and Yuichi Ikeda.
    • Total Pages
      50
    • Publisher
      Springer, Singapore
    • ISBN
      9789811549434
  • [Book] Stock ownership structure in Japan. In Big DataAnalysis on Global Community Formation and Isolation2021

    • Author(s)
      Haruka Kato, Yuichi Kichikawa, Hiroshi Iyetomi, and Wataru Souma
    • Total Pages
      29
    • Publisher
      Springer, Singapore
    • ISBN
      9789811549434
  • [Book] Beyond “evidence-based” policymaking. In Big Data Analysis on Global Community Formation andIsolation2021

    • Author(s)
      Hiroshi Iyetomi
    • Total Pages
      12
    • Publisher
      Springer, Singapore
    • ISBN
      9789811549434
  • [Book] "An Interacting Agent Model of Economic Crisis" IN Hideaki Aoyama, Yuji Aruka, Hiroshi Yoshikawa (Eds) Complexity, Heterogeneity, and the Methods of Statistical Physics in Economics2020

    • Author(s)
      Yuichi Ikeda
    • Total Pages
      22
    • Publisher
      Springer Singapore
    • ISBN
      978-981-15-4805-5
  • [Book] Collective phenomena in economic systems. In Complexity, Heterogeneity, and the Methods ofStatistical Physics in Economics2020

    • Author(s)
      Iyetomi, H.
    • Total Pages
      25
    • Publisher
      Springer, Singapore
    • ISBN
      978-981-15-4805-5
  • [Remarks] 京都大学大学院総合生存学館(思修館) 池田裕一

    • URL

      https://www.gsais.kyoto-u.ac.jp/staff/ikeda/

  • [Remarks] ネットワーク社会研究会

    • URL

      https://www.gsais-nsrg.com/

URL: 

Published: 2022-12-28  

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