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Data-driven explorations of international relations

Research Project

Project/Area Number 18H03627
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Review Section Medium-sized Section 6:Political science and related fields
Research InstitutionWaseda University

Principal Investigator

Kurizaki Shuhei  早稲田大学, 政治経済学術院, 准教授 (70708099)

Co-Investigator(Kenkyū-buntansha) 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) 2018-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥43,680,000 (Direct Cost: ¥33,600,000、Indirect Cost: ¥10,080,000)
Fiscal Year 2022: ¥8,580,000 (Direct Cost: ¥6,600,000、Indirect Cost: ¥1,980,000)
Fiscal Year 2021: ¥10,010,000 (Direct Cost: ¥7,700,000、Indirect Cost: ¥2,310,000)
Fiscal Year 2020: ¥9,100,000 (Direct Cost: ¥7,000,000、Indirect Cost: ¥2,100,000)
Fiscal Year 2019: ¥6,760,000 (Direct Cost: ¥5,200,000、Indirect Cost: ¥1,560,000)
Fiscal Year 2018: ¥9,230,000 (Direct Cost: ¥7,100,000、Indirect Cost: ¥2,130,000)
Keywordsビッグデータ / 株式保有構造 / グレーゾーン / 隠れ株主 / 企業支配 / NPI / 経済安全保障 / 株式保有ネットワーク / Network Power Index / Network Power Flow / Label Propagation / ESG投資 / 資本支配関係 / 国際政治経済 / パブリックディプロマシー / Twitter / 株式投資ネットワーク / データサイエンス / 海外投資 / 株式保有 / コーポレートガバナンス / 人間の安全保障 / 覇権支配 / 株保有ネットワーク / 間接支配 / 企業乗っ取り / 世界経済の支配構造 / 世界政治の力構造 / グローバル化 / 企業間サプライチェーンネットワーク / 企業間資本保有ネットワーク / 人権 / 政治暴力 / サプライチェーン / SNSによる人の移動データ / 株式保有データ / ネットワーク分析 / 国際関係 / 安全保障 / 量的テキスト分析
Outline of Final Research Achievements

We have explored how data-driven explorations could break a new ground in the study of international relations. Having attempted a few other projects, we have focused on the analysis of corporate ownership and control through equity investment as a new approach to power politics in international political economy. We have developed a series of theoretical models of how a shareholder may convert ownership shares into the power of corporate control as well as algorithms and methods to implement the models on large-scale databases. The analysis reveals that the rise of index, passive investing strategies and digital-transformation have expanded the size of the global capital market, that the added complexity of the market allows for some shareholders to hide their corporate influence, and that hidden influence allows for “silent” cross-border takeovers of the critical economic infrastructure and production resources.

Academic Significance and Societal Importance of the Research Achievements

本研究が開発した株式保有を通した企業支配の構造を検出する技術は、学術的には軍事力に代わる国際政治経済の新しい力の行使の実態を解明し、FDIに代わる対外投資の指標を提供し、ESG投資における責任の所在を記述するなど新しい地平を描く。企業の隠れ株主など経済安全保障のリスク検知、ESG投資の具体的なガイドライン、企業のサプライチェーン身体検査など企業や政府機関から協力要請を受け、社会実装が進んでいる

Report

(6 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Annual Research Report
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • Research Products

    (41 results)

All 2023 2022 2021 2020 2019 2018 Other

All Journal Article (10 results) (of which Int'l Joint Research: 5 results,  Peer Reviewed: 7 results,  Open Access: 6 results) Presentation (25 results) (of which Int'l Joint Research: 11 results,  Invited: 6 results) Remarks (1 results) Patent(Industrial Property Rights) (5 results)

  • [Journal Article] SDGsをめぐるESG投資を通じたグローバル・ガバナンスの可能性:ビッグデータを用いた株保有ネットワークの分析2023

    • Author(s)
      土屋貴裕・土井翔平・水野貴之・栗崎周平
    • Journal Title

      京都先端科学大学経済経営学部学会論集

      Volume: 5 Pages: 1-17

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 経済ネットワークの安全を保障する人工知能F.R.I.D.A.Y.を作れ2023

    • Author(s)
      水野貴之・土井翔平・栗崎周平
    • Journal Title

      人工知能

      Volume: 38 (2) Pages: 101-108

    • Related Report
      2022 Annual Research Report
  • [Journal Article] Socially responsible investing through the equity funds in the global ownership network2021

    • Author(s)
      Mizuno Takayuki、Doi Shohei、Tsuchiya Takahiro、Kurizaki Shuhei
    • Journal Title

      PLOS ONE

      Volume: 16 Issue: 8 Pages: 256160-256160

    • DOI

      10.1371/journal.pone.0256160

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] The power of corporate control in the global ownership network2020

    • Author(s)
      Takayuki Mizuno, Shohei Doi, and Shuhei Kurizaki
    • Journal Title

      PLoS One

      Volume: 15 (8) Issue: 8 Pages: e0237862-e0237862

    • DOI

      10.1371/journal.pone.0237862

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Network Shapley-Shubik Power Index: Measuring Indirect Influence in Shareholding Networks2019

    • Author(s)
      Takayuki Mizuno, Shohei Doi, Shuhei Kurizaki
    • Journal Title

      Studies in Computational Intelligence

      Volume: 882 Pages: 611-619

    • DOI

      10.1007/978-3-030-36683-4_49

    • ISBN
      9783030366827, 9783030366834
    • Related Report
      2020 Annual Research Report 2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Framing, Fabricating, and Leveraging Protest: How Russian State Media Manipulate Public Discontent2019

    • Author(s)
      Tomila Lankina, Kohei Watanabe and Yulia Netesova
    • Journal Title

      Citizens & the State in Authoritarian Regimes: Comparing Russia & China

      Volume: NA

    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Journal Article] The Credibility of Public and Private Diplomatic Signals: A Document-Based Approach2019

    • Author(s)
      Katagiri, Azusa and Eric Min
    • Journal Title

      American Political Science Review

      Volume: 113 Issue: 1 Pages: 156-172

    • DOI

      10.1017/s0003055418000643

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Quantitative Text Analysis in Japanese2018

    • Author(s)
      Amy Catalinac and Kohei Watanabe
    • Journal Title

      WIAS Research Bulletin

      Volume: 1 Pages: 1-8

    • Related Report
      2018 Annual Research Report
    • Open Access / Int'l Joint Research
  • [Journal Article] Quanteda: An R package for the quantitative analysis of textual data2018

    • Author(s)
      Kenneth Benoit, Kohei Watanabe, Haiyan Wang, Paul Nulty, Adam Obeng, Stefan ller, and Akitaka Matsuo
    • Journal Title

      Journal of Open Source Software

      Volume: 3 Issue: 30 Pages: 744-749

    • DOI

      10.21105/joss.00774

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Territorial Issues and Support for the Prime Minister: Experimental Evidence on Rally-’Round-the-Flag Effect in Japan2018

    • Author(s)
      Kobayashi, Tetsuro and Azusa Katagiri.
    • Journal Title

      Journal of East Asian Studies

      Volume: 18 Issue: 3 Pages: 299-319

    • DOI

      10.1017/jea.2018.21

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] ネットワーク・パワー・フローによる経済安全保障リスクの見える化2022

    • Author(s)
      水野貴之・土井翔平・栗崎周平
    • Organizer
      人工知能学会全国大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Echo Chambers and American and Chinese Public Diplomacy during the COVID-19 Era2021

    • Author(s)
      Shuhei Kurizaki, Shohei Doi, & Takayuki Mizuno
    • Organizer
      American Political Science Association
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] グローバルな株式ネットワークにおける中国による間接的な企業支配の可視化2020

    • Author(s)
      土井翔平, 水野貴之, 栗崎周平
    • Organizer
      情報処理学会第82回全国大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 香港問題・リブラ・世論誘導に関するビッグデータ研究2020

    • Author(s)
      水野貴之
    • Organizer
      萌芽研究会 - 経済物理学とその周辺 -
    • Related Report
      2019 Annual Research Report
  • [Presentation] Society 5.0の世界における新たな社会セキュリティ2020

    • Author(s)
      水野貴之
    • Organizer
      NIRA総合研究開発機構 Society 5.0の世界における新たな社会セキュリティ
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Visualizing indirect influence of China in global shareholding networks2020

    • Author(s)
      Takayuki Mizuno, Shohei Doi, Shuhei Kurizaki
    • Organizer
      NetSci-X 2020 (Network Science Society)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Shifting Hegemony in Hong Kong? Corporate Control in Global Ownership Networks2020

    • Author(s)
      Takayuki Mizuno, Shohei Doi, Shuhei Kurizaki
    • Organizer
      The 1st International Computational Humanities and Social Sciences Workshop
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Network Shapley-Shubik Power Index: Measuring Indirect Influence in Shareholding Networks2019

    • Author(s)
      Takayuki Mizuno, Shohei Doi, Shuhei Kurizaki
    • Organizer
      The 8th International Conference (Complex Networks 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The Shapley-Shubik Power Index in Complex Network2019

    • Author(s)
      Takayuki Mizuno, Shohei Doi, Shuhei Kurizaki
    • Organizer
      The 11th International Conference on Social Informatics (SocInfo 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Visualization of Hidden Competitiveness in Global Shareholding Networks2019

    • Author(s)
      Takayuki Mizuno, Shohei Doi, Shuhei Kurizaki
    • Organizer
      CCS2019 (2019 Conference on Complex Systems)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 複雑ネットワーク科学で紐解く3つのグローバルリスク2019

    • Author(s)
      水野貴之
    • Organizer
      金融シンポジウム(統計数理研究所)
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 情報学で世界を平和に2019

    • Author(s)
      水野貴之
    • Organizer
      数理工学シンポジウム2019
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 資産運用におけるグローバルリスクを見える化するビッグデータ戦略2019

    • Author(s)
      水野貴之
    • Organizer
      ウィントン・キャピタル シンポジウム 2019
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] China in global shareholding networks: Challenging to US global hegemony2019

    • Author(s)
      Takayuki Mizuno
    • Organizer
      Econophysics Colloquium 2019 (satellite meeting of CCS2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Network Power Index and Its Applications2019

    • Author(s)
      水野貴之, 土井翔平, 栗崎周平
    • Organizer
      日本物理学会 2019年秋季大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Does Order Matter?: The Strategic Sequencing of Signals in Crisis Bargaining2019

    • Author(s)
      Azusa Katagiri
    • Organizer
      American Political Science Association Annual Meeting
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Visualizing hidden economic influence of government on foreign countries through complex shareholding relasionships -Application of network power index-2019

    • Author(s)
      水野貴之, 土井翔平, 栗崎周平
    • Organizer
      Summer Workshop on Economic Theory 2019
    • Related Report
      2019 Annual Research Report
  • [Presentation] Indirect dominance detection on a global shareholding network2019

    • Author(s)
      Takayuki Mizuno and Mitsuhiro Odaka
    • Organizer
      5th International Conference on Computational Social Science (IC2S2 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Deliberating for De-escalation: A Text-Base Approach to U.S. Troop Withdrawal2019

    • Author(s)
      Azusa Katagiri
    • Organizer
      Pacific International Politics Conference 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] グローバル株所有ネットワークでの中国による間接支配の見える化2019

    • Author(s)
      水野貴之, 小髙充弘
    • Organizer
      2019年度人工知能学会全国大会(第33回)
    • Related Report
      2019 Annual Research Report
  • [Presentation] People Flow Data and the Analysis of Terrorism, Immigration, and Geo-coded Tweets2018

    • Author(s)
      Takayuki Mizuno
    • Organizer
      EBB workshop, Center for Positive Political Economy
    • Related Report
      2018 Annual Research Report
  • [Presentation] Indirect dominance detection on a global shareholding network2018

    • Author(s)
      Takayuki Mizuno and Mitsuhiro Odaka
    • Organizer
      International Conference on Computational Social Science
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] グローバル株主ネットワークによるChinalizationの見える化:一帯一路の浸透2018

    • Author(s)
      小髙充弘, 水野貴之
    • Organizer
      経済・社会への分野横断的研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] グローバル株式所有ネットワークにおける中国化の構造2018

    • Author(s)
      小髙充弘,水野貴之
    • Organizer
      第3回計算社会科学ワークショップ
    • Related Report
      2018 Annual Research Report
  • [Presentation] 「一帯一路」構想による中国化のデータ駆動型実証研究2018

    • Author(s)
      小髙充弘,水野貴之
    • Organizer
      情報処理学会第81回全国大会
    • Related Report
      2018 Annual Research Report
  • [Remarks] 水野研究室

    • URL

      http://research.nii.ac.jp/~mizuno/

    • Related Report
      2019 Annual Research Report
  • [Patent(Industrial Property Rights)] 影響力評価システム2022

    • Inventor(s)
      水野貴之、土井翔平
    • Industrial Property Rights Holder
      水野貴之、土井翔平
    • Industrial Property Rights Type
      特許
    • Filing Date
      2022
    • Related Report
      2022 Annual Research Report
  • [Patent(Industrial Property Rights)] 影響力評価システム2021

    • Inventor(s)
      水野貴之, 土井翔平, 栗崎周平
    • Industrial Property Rights Holder
      水野貴之, 土井翔平, 栗崎周平
    • Industrial Property Rights Type
      特許
    • Filing Date
      2021
    • Related Report
      2021 Annual Research Report
  • [Patent(Industrial Property Rights)] 影響力評価システム2021

    • Inventor(s)
      水野貴之, 土井翔平, 栗崎周平
    • Industrial Property Rights Holder
      水野貴之, 土井翔平, 栗崎周平
    • Industrial Property Rights Type
      特許
    • Filing Date
      2021
    • Related Report
      2020 Annual Research Report
  • [Patent(Industrial Property Rights)] 影響力評価システム2019

    • Inventor(s)
      水野貴之, 土井翔平
    • Industrial Property Rights Holder
      水野貴之, 土井翔平
    • Industrial Property Rights Type
      特許
    • Filing Date
      2019
    • Acquisition Date
      2021
    • Related Report
      2020 Annual Research Report
  • [Patent(Industrial Property Rights)] 影響力評価システム2019

    • Inventor(s)
      水野貴之、土井翔平
    • Industrial Property Rights Holder
      水野貴之、土井翔平
    • Industrial Property Rights Type
      特許
    • Filing Date
      2019
    • Related Report
      2019 Annual Research Report

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Published: 2018-04-23   Modified: 2024-01-30  

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