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Mathematical foundation of stress test simulation based on business transaction network

Research Project

Project/Area Number 26310207
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section特設分野
Research Field Mathematical Sciences in Search of New Cooperation
Research InstitutionTokyo Institute of Technology

Principal Investigator

TAKAYASU MISAKO  東京工業大学, 科学技術創成研究院, 教授 (20296776)

Co-Investigator(Kenkyū-buntansha) 金澤 輝代士  東京工業大学, 総合理工学研究科(研究院), 研究員 (50759256)
Project Period (FY) 2014-07-18 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥8,840,000 (Direct Cost: ¥6,800,000、Indirect Cost: ¥2,040,000)
Fiscal Year 2018: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2017: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2016: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2014: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords経済物理学 / 複雑ネットワーク / 非線形輸送現象 / 企業取引ネットワーク / 社会シミュレーション / ストレステスト / 相転移 / 非線形輸送方程式 / 多層マルチ時空間シミュレーション / システムロバストネス / レジリエンス / 複雑ネットワーク科学 / ビッグデータ / 非線形相互作用 / 災害シミュレーション / ビッグデータ解析 / 非線形輸送システム / 重力相互作用モデル / 重力型相互作用 / 解の安定性 / 主流ネットワーク
Outline of Final Research Achievements

We established the basis of a generalized gravity-type transport model that describes the flow of money on the business relationship network between approximately 1 million companies in Japan. We established a method to estimate model parameters optimally from data, and it becomes possible to perform mathematical simulation under various scenarios such as large scale natural disasters.
Theoretical analysis and simulations have shown that increasing the power exponent of the nonlinear partition results in a new type of phase transition in which the flow of money is localized around large enterprises. In addition, we found that when the probability of merger between large companies is higher, the tendency of oligopolisticity by large companies becomes stronger, and the ecosystem will become unstable.

Academic Significance and Societal Importance of the Research Achievements

複雑ネットワーク構造の研究は、学術的に大きなブームになっているが、本研究では、現実の企業間の取引が典型的な複雑ネットワークとして記述されることを明らかにし、さらに、そのネットワーク上の輸送現象に見られる相転移を研究した点において先駆的である。
現実のデータと同化したシミュレーションが可能となり、様々な災害のシナリオに合わせて、ある地域で企業活動が一定期間停止したとき、それがどのような経済的な影響をもたらすのかをシミュレーションで推定することができるようになった。また、内閣府が提供する地域経済活性化のためのプラットフォームRESASの中で地域間のお金の流れを推定する手法として用いられた。

Report

(6 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • Research Products

    (75 results)

All 2019 2018 2017 2016 2015 2014 Other

All Int'l Joint Research (5 results) Journal Article (36 results) (of which Int'l Joint Research: 17 results,  Peer Reviewed: 31 results,  Open Access: 30 results,  Acknowledgement Compliant: 13 results) Presentation (30 results) (of which Int'l Joint Research: 16 results,  Invited: 19 results) Book (1 results) Remarks (3 results)

  • [Int'l Joint Research] Imperial College London(英国)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] Bar-Ilan University(イスラエル)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] Imperial College London(英国)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] BarIlan University(Israel)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] ETH Zurich(スイス)

    • Related Report
      2016 Annual Research Report
  • [Journal Article] 企業間取引ネットワーク構造を用いた企業活動予測2019

    • Author(s)
      尾崎順一、高安美佐子
    • Journal Title

      証券アナリストジャーナル

      Volume: 第57巻第5号 Pages: 36-43

    • Related Report
      2018 Annual Research Report
  • [Journal Article] “Time evolution of companies towards a stable scaling curve obtained from flow diagrams in 3-dimensional phase space”2019

    • Author(s)
      Yuh Kobayashi, Hideki Takayasu, Shlomo Havlin, Misako Takayasu
    • Journal Title

      New Journal of Physics 21, (2019), 043038, 26 pages,

      Volume: 21 Issue: 4 Pages: 043038-043038

    • DOI

      10.1088/1367-2630/ab0e55

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] "Smoluchowski Equation for Networks: Merger Induced Intermittent Giant Node Formation and Degree Gap"2018

    • Author(s)
      Hayato Goto, Eduardo Viegas, Henrik Jeldtoft Jensen, Hideki Takayasu, Misako Takayasu
    • Journal Title

      Journal of Statistical Physics

      Volume: 172(4) Pages: 1086-1100

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] "Diffusion-localization transition caused by nonlinear transport on complex networks"2018

    • Author(s)
      Koutarou Tamura, Hideki Takayasu, and Misako Takayasu
    • Journal Title

      Scientific Reports 8, Article number 5517 (2018), 7 pages

      Volume: 5517 Issue: 1

    • DOI

      10.1038/s41598-018-23675-x

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Appearance of Unstable Monopoly State Caused by Selective and Concentrative Mergers in Business Networks2017

    • Author(s)
      Goto Hayato、Viegas Eduardo、Jensen Henrik Jeldtoft、Takayasu Hideki、Takayasu Misako
    • Journal Title

      Scientific Reports

      Volume: 7 Issue: 1

    • DOI

      10.1038/s41598-017-05362-5

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Network Anatomy Controlling Abrupt-like Percolation Transition2017

    • Author(s)
      Kawamoto Hirokazu、Takayasu Hideki、Takayasu Misako
    • Journal Title

      Scientific Reports

      Volume: 7 Issue: 1

    • DOI

      10.1038/s41598-017-00242-4

    • Related Report
      2017 Annual Research Report 2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A 3-dimensional mathematical model of microbial proliferation that generates the characteristic cumulative relative abundance distributions in gut microbiomes2017

    • Author(s)
      Takayasu Lena、Suda Wataru、Watanabe Eiichiro、Fukuda Shinji、Takanashi Kageyasu、Ohno Hiroshi、Takayasu Misako、Takayasu Hideki、Hattori Masahira
    • Journal Title

      PLOS ONE

      Volume: 12 Issue: 8 Pages: e0180863-e0180863

    • DOI

      10.1371/journal.pone.0180863

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Detection of statistical asymmetries in non-stationary sign time series: Analysis of foreign exchange data2017

    • Author(s)
      Yamashita Rios de Sousa Arthur Matsuo、Takayasu Hideki、Takayasu Misako
    • Journal Title

      PLOS ONE

      Volume: 12 Issue: 5 Pages: e0177652-e0177652

    • DOI

      10.1371/journal.pone.0177652

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Motif formation and industry specific topologies in the Japanese business firm network2017

    • Author(s)
      Maluck Julian、Donner Reik V、Takayasu Hideki、Takayasu Misako
    • Journal Title

      Journal of Statistical Mechanics: Theory and Experiment

      Volume: 2017 Issue: 5 Pages: 053404-053404

    • DOI

      10.1088/1742-5468/aa6ddb

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Improvement of the Measure of the Network Survival Rate and its Application to a Japanese Business Relations Network2017

    • Author(s)
      Kawamoto Hirokazu、Takayasu Hideki、Takayasu Misako
    • Journal Title

      Proceedings of the Asia-Pacific Econophysics Conference 2016

      Volume: 1

    • DOI

      10.7566/jpscp.16.011003

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Bipartite Networks of Universities and Companies: Recruiting New Graduates in Japan2017

    • Author(s)
      Takahashi Katsuhide、Kobayashi Yuh、Kondo Yohei、Takayasu Hideki、Takayasu Misako
    • Journal Title

      Proceedings of the Asia-Pacific Econophysics Conference 2016

      Volume: 1

    • DOI

      10.7566/jpscp.16.011004

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Time-Variation of Imbalance of Order Book in Foreign Exchange Market2017

    • Author(s)
      Takumi Sueshige, Kiyoshi Kanazawa, Hideki Takayasu, Misako Takayasu
    • Journal Title

      JPS Conference Proceedings

      Volume: 16 Pages: 011008-011015

    • DOI

      10.7566/jpscp.16.011008

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Price and Volume Dynamics in the Japanese Stock Market2017

    • Author(s)
      Yamashita Hirofumi、Takayasu Hideki、Takayasu Misako
    • Journal Title

      Proceedings of the Asia-Pacific Econophysics Conference 2016

      Volume: 1

    • DOI

      10.7566/jpscp.16.011011

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A dealer model of foreign exchange market with finite assets2017

    • Author(s)
      Tomoya Hamano, Kiyoshi Kanazawa, Hideki Takayasu, Misako Takayasu
    • Journal Title

      Conference Proceedings

      Volume: 16 Pages: 011012-011020

    • DOI

      10.7566/jpscp.16.011012

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Bankruptcy Prediction with Interfirm Network Structure2017

    • Author(s)
      Kamei Hideto、Takayasu Hideki、Kabashima Yoshiyuki、Takayasu Misako
    • Journal Title

      Proceedings of the Asia-Pacific Econophysics Conference 2016

      Volume: 1

    • DOI

      10.7566/jpscp.16.011013

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Replication of Cancellation Orders Using First-Passage Time Theory in Foreign Currency Market2017

    • Author(s)
      Jean-Francois Boilard, Kiyoshi Kanazawa, Hideki Takayasu, Misako Takayasu
    • Journal Title

      JPS Conference Proceedings

      Volume: 16 Pages: 011014-011021

    • DOI

      10.7566/jpscp.16.011014

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Property of Fluctuations of Sales Quantities by Product Category in Convenience Stores2016

    • Author(s)
      Gaku Fukunaga, Hideki Takayasu, Misako Takayasu
    • Journal Title

      Plosone

      Volume: 11 Pages: 052317-052317

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Statistical properties of fluctuations of time series representing appearances of words in2016

    • Author(s)
      Hayafumi Watanabe, Yukie Sano, Hideki Takayasu, Misako Takayasu
    • Journal Title

      Phys. Rev. E

      Volume: 94 Issue: 5 Pages: 052317-052317

    • DOI

      10.1103/physreve.94.052317

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 「ブラウン運動と確率過程」 ~金融市場へのアプローチ~2016

    • Author(s)
      金澤輝代士、高安美佐子
    • Journal Title

      数理科学、2016年1月号、No.631

      Volume: 631

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Extraction of conjugate main-stream structures from a complex network flow2015

    • Author(s)
      Koutarou Tamura, Hideki Takayasu, Misako Takayasu
    • Journal Title

      Physical Review E

      Volume: 91 Issue: 4 Pages: 042815-042815

    • DOI

      10.1103/physreve.91.042815

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Financial Knudsen number: breakdown of continuous price dynamics and asymmetric buy and sell structures confirmed by high precision order book information2015

    • Author(s)
      Yoshihiro Yura, Hideki Takayasu, Didier Sornette, Misako Takayasu
    • Journal Title

      Physical Review E

      Volume: 92 Issue: 4 Pages: 042811-042811

    • DOI

      10.1103/physreve.92.042811

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Precise Calculation of a Bond Percolation Transition and Survival Rates of Nodes in a Complex Network2015

    • Author(s)
      Hirokazu Kawamoto, Hideki Takayasu, Henrik J Jensen, Misako Takayasu
    • Journal Title

      PLOS ONE

      Volume: 10(4)

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Rumor Diffusion and Convergence during the 3.11 Earthquake: A Twitter Case Study2015

    • Author(s)
      Misako Takayasu, Kazuya Sato, Yukie Sano, Kenta Yamada, Wataru Miura, Hideki Takayasu
    • Journal Title

      PLOS ONE

      Volume: 10(4) Issue: 4 Pages: 0121443-0121443

    • DOI

      10.1371/journal.pone.0121443

    • NAID

      120007130281

    • Related Report
      2015 Annual Research Report 2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Simulation of Gross Domestic Product in International Trade Networks: Linear Gravity Transportation Model2015

    • Author(s)
      Tsuyoshi Deguchi, Hideki Takayasu, and Misako Takayasu
    • Journal Title

      H. Takayasu et al. (eds.) Proceedings of the International Conference on Social Modeling and Simulation, plus Econophysics Colloquium 2014, Springer Proceedings in Complexity

      Volume: - Pages: 111-118

    • DOI

      10.1007/978-3-319-20591-5_10

    • ISBN
      9783319205908, 9783319205915
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Analysis of Network Robustness for a Japanese Business Relation Network by Percolation Simulation2015

    • Author(s)
      Hirokazu Kawamoto, Hideki Takayasu, and Misako Takayasu
    • Journal Title

      H. Takayasu et al. (eds.) Proceedings of the International Conference on Social Modeling and Simulation, plus Econophysics Colloquium 2014, Springer Proceedings in Complexity

      Volume: - Pages: 119-127

    • DOI

      10.1007/978-3-319-20591-5_11

    • ISBN
      9783319205908, 9783319205915
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Empirical Analysis of Firm-Dynamics on Japanese Internet Trade Network2015

    • Author(s)
      Hayato Goto, Hideki Takayasu, and Misako Takayasu
    • Journal Title

      H. Takayasu et al. (eds.) Proceedings of the International Conference on Social Modeling and Simulation, plus Econophysics Colloquium 2014, Springer Proceedings in Complexity

      Volume: - Pages: 195-204

    • DOI

      10.1007/978-3-319-20591-5_18

    • ISBN
      9783319205908, 9783319205915
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Generalised Sandpile Dynamics on Artificial and Real-World Directed Networks2015

    • Author(s)
      Nicky Zachariou, Paul Expert, Misako Takayasu, Kim Christensen
    • Journal Title

      PLOS ONE

      Volume: 10(11)

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Extraction of conjugate main-stream structures from a complex network flow2015

    • Author(s)
      Koutarou Tamura, Hideki Takayasu, Misako Takayasu
    • Journal Title

      Physical Review E

      Volume: 印刷中

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Empirical Analysis of Firm-Dynamics on Japanese Interfirm trade Network2015

    • Author(s)
      Hayato Goto, Hideki Takayasu, Misako Takayasu
    • Journal Title

      Proceedings of the International Conference on Social Modeling and Simulation, plus Econophysics Colloquium 2014

      Volume: 印刷中

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Analysis of Network Robustness for a Japanese Business Relation Network by Percolation Simulation2015

    • Author(s)
      Hirokazu Kawamoto, Hideki Takayasu, Misako Takayasu
    • Journal Title

      Proceedings of the International Conference on Social Modeling and Simulation, plus Econophysics Colloquium 2014

      Volume: 印刷中

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Simulation of Gross Domestic Product in International Trade Networkds: Linear Gravity Transportation Model2015

    • Author(s)
      Tsuyoshi Deguchi, Hideki Takayasu, Misako Takayasu
    • Journal Title

      Proceedings of the International Conference on Social Modeling and Simulation, plus Econophysics Colloquium 2014

      Volume: 印刷中

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Emotional Changes in Japanese Blog Space Resulting from the 3.11 Earthquake2015

    • Author(s)
      Yukie Sano, Hideki Takayasu, Misako Takayasu
    • Journal Title

      Proceedings of the International Conference on Social Modeling and Simulation, plus Econophysics Colloquium 2014

      Volume: 印刷中

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Precise Calculation of a Bond Percolation Transition and Survival Rates of Nodes in a Complex Network2015

    • Author(s)
      Hirokazu Kawamoto, Hideki Takayasu, Henrik J Jensen, Misako Takayasu
    • Journal Title

      PLOS ONE

      Volume: 10(4) Issue: 4 Pages: 0119979-0119979

    • DOI

      10.1371/journal.pone.0119979

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] サイバー空間上での口コミブームのシミュレーション2014

    • Author(s)
      山田健太, 高安秀樹, 高安美佐子
    • Journal Title

      シミュレーション

      Volume: Vol.33 No.4 Pages: 31-36

    • Related Report
      2014 Annual Research Report
  • [Journal Article] 外国為替市場のシミュレーション2014

    • Author(s)
      由良嘉啓, 高安美佐子
    • Journal Title

      シミュレーション

      Volume: Vol.33 No.4 Pages: 8-11

    • Related Report
      2014 Annual Research Report
  • [Journal Article] 企業間取引ネットワーク上でのお金の流れのモデル化とシミュレーション2014

    • Author(s)
      田村光太郎, 高安美佐子
    • Journal Title

      シミュレーション

      Volume: Vol.33 No.4 Pages: 16-22

    • Related Report
      2014 Annual Research Report
  • [Presentation] 日本企業の網羅的データを全面利用した企業業績の時間発展シミュレーション2019

    • Author(s)
      小林祐一朗, 高安秀樹, 高安美佐子
    • Organizer
      日本物理学会第74回年次大会,九州大学
    • Related Report
      2018 Annual Research Report
  • [Presentation] 地域性を取り入れた企業間取引ネットワークのモデル化2019

    • Author(s)
      尾崎順一、高安秀樹、高安美佐子
    • Organizer
      日本物理学会第74回年次大会,九州大学
    • Related Report
      2018 Annual Research Report
  • [Presentation] Evolution of Companies towards Scaling in 3-Dimensional State Space: Visualization by Evolutionary Flow Diagrams2018

    • Author(s)
      Yuh Kobayashi, Hideki Takayasu, Misako Takayasu
    • Organizer
      Conference on Complex Systems 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Linear Stability Analysis of Money Flow in Inter-firm Trading networks: Exact Diagonalization2018

    • Author(s)
      Jun'Ichi Ozaki, Hideki Takayasu, Misako Takayasu
    • Organizer
      Conference on Complex Systems 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Dynamical model of Japanese inter-firm trading network: for GDP simulation2018

    • Author(s)
      Jun'Ichi Ozaki
    • Organizer
      Econophysics Colloquium 2018,Palermo, Italy
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 平均流ダイアグラムから見る日本企業の時間発展とスケーリング則2018

    • Author(s)
      小林祐一朗, 高安秀樹, 高安美佐子
    • Organizer
      日本物理学会2018年秋季大会,同志社大学
    • Related Report
      2018 Annual Research Report
  • [Presentation] Growth dynamics of complex business firms network2017

    • Author(s)
      Misako Takayasu
    • Organizer
      International Conference on Statistical Physics (Sigma Phi2017), Corfu, Greece, July 12nd, 2017.
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Business firms networks: From basic properties to advanced application2017

    • Author(s)
      Misako Takayasu
    • Organizer
      13th Econophysics Colloquium & 9th Polish Symposium on Physics in Economy and Social Science (EC&FEN2017) Warsaw, Poland, July 5th, 2017.
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Rethinking Economics for the Real World2017

    • Author(s)
      Misako Takayasu
    • Organizer
      Annual Meeting of the New Champions 2017, World Economic Forum, Dalian International Conference Center, China, June 16th, 2017.
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Dynamical Properties of Monetary Flow on Business Transaction Networks2017

    • Author(s)
      Misako Takayasu
    • Organizer
      2nd Workshop on Statistical Physics for Financial and Economic Networks, Satellite Meetings of the NetSci2017 Conference. JW Marriott Indianapolis, Indianapolis, USA, June 19th, 2017.
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Dynamical Money Transport on One Million Business Transaction Network2017

    • Author(s)
      Misako Takayasu
    • Organizer
      International Workshop on Dynamic Risk Management of Transport Network --- Social Interaction, Monitoring and Simulation --- Midorigaoka Hall, Tokyo Institute of technology, Tokyo, March 5th, 2017.
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Generalized Central Limit Theorem for Randomly Growing Aggregates2016

    • Author(s)
      Misako Takayasu
    • Organizer
      APCTP 2016 Workshop on Frontiers of Physics
    • Place of Presentation
      Korea
    • Year and Date
      2016-12-13
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Complex Network of Buisiness Firms From Basic Properties to Advanced Applications2016

    • Author(s)
      Misako Takayasu
    • Organizer
      ICM24(THE 4TH INTERNATIONAL CONFERENCE ON MATHEMATICAL SCIENCES)
    • Place of Presentation
      Malaysia
    • Year and Date
      2016-11-15
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Modeling & Application of Transaction Network of Real Business Firms2016

    • Author(s)
      Misako Takayasu
    • Organizer
      The Conference on Complex Systems 2016
    • Place of Presentation
      Amsterdam
    • Year and Date
      2016-09-16
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Instability of Nationwide Business Transaction Network2016

    • Author(s)
      Misako Takayasu
    • Organizer
      6th IFAC Workshop on Distributed Estimation and Control in Networked System
    • Place of Presentation
      Tokyo
    • Year and Date
      2016-09-08
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Analysis and modeling of complex business relation network2015

    • Author(s)
      Misako Takayasu
    • Organizer
      Fens2015(8th Polish Symposium on Econo-and Sociophysics)
    • Place of Presentation
      Rzeszow, Poland
    • Year and Date
      2015-11-05
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Various power laws in business firms and evolution dynamics of their trading network2015

    • Author(s)
      Misako Takayasu
    • Organizer
      The Latin-America School and International Workshop on Foundations of Complexity-Nonadditive entropies and nonextensive statistical mechanics
    • Place of Presentation
      Rio de Janeiro, Brazil
    • Year and Date
      2015-10-22
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] ビッグデータと数理モデル:経済物理学の先端で2015

    • Author(s)
      高安美佐子
    • Organizer
      第19回自然科学研究機構シンポジウム 「宇宙から脳まで 自然科学研究の”ビッグバン”-コンピュータが切り開く自然科学の未来-」
    • Place of Presentation
      名古屋大学(愛知県名古屋市)
    • Year and Date
      2015-09-20
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] 複雑ネットワークから抽出される流路分岐構造の特徴づけ2015

    • Author(s)
      田村光太郎,高安秀樹,高安美佐子
    • Organizer
      日本物理学会2015年秋季大会
    • Place of Presentation
      関西大学千里山キャンパス(大阪府吹田市)
    • Year and Date
      2015-09-18
    • Related Report
      2015 Annual Research Report
  • [Presentation] 企業間取引ネットワーク上の重み付きパーコレーション2015

    • Author(s)
      河本弘和,高安秀樹,高安美佐子
    • Organizer
      日本物理学会2015年秋季大会
    • Place of Presentation
      関西大学千里山キャンパス(大阪府吹田市)
    • Year and Date
      2015-09-18
    • Related Report
      2015 Annual Research Report
  • [Presentation] 生成、消滅、凝集を考慮したネットワーク成長モデルのパラメータ依存性の解析2015

    • Author(s)
      後藤隼人,高安秀樹,高安美佐子
    • Organizer
      日本物理学会2015年秋季大会
    • Place of Presentation
      関西大学千里山キャンパス(大阪府吹田市)
    • Year and Date
      2015-09-18
    • Related Report
      2015 Annual Research Report
  • [Presentation] 企業ネットワークにおける重力相互作用モデルの検証2015

    • Author(s)
      用害愛希,田村光太郎,高安秀樹,高安美佐子
    • Organizer
      日本物理学会2015年秋季大会
    • Place of Presentation
      関西大学千里山キャンパス(大阪府吹田市)
    • Year and Date
      2015-09-18
    • Related Report
      2015 Annual Research Report
  • [Presentation] ネットワーク成長の優先的選択則とネットワーク上の輸送の関係性2015

    • Author(s)
      村上優太,高安秀樹,高安美佐子
    • Organizer
      日本物理学会2015年秋季大会
    • Place of Presentation
      関西大学千里山キャンパス(大阪府吹田市)
    • Year and Date
      2015-09-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] Practical application of mathematical models of business firm networks2015

    • Author(s)
      Misako Takayasu
    • Organizer
      Econophysics Colloquium 2015
    • Place of Presentation
      Prague, Czech Republic
    • Year and Date
      2015-09-14
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Mathematical models of business firm networks2015

    • Author(s)
      Misako Takayasu
    • Organizer
      Symposium on Complex Network Approaches to Business Relations
    • Place of Presentation
      Imperial College London, London, United Kingdom
    • Year and Date
      2015-07-14
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 企業ネットワークの数理とその応用2014

    • Author(s)
      高安美佐子
    • Organizer
      国際高等研究所 研究プロジェクト 2014年度第2回研究会
    • Place of Presentation
      国際高等研究所(京都府)
    • Year and Date
      2014-12-26
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] ソーシャルメディアの利活用事例について2014

    • Author(s)
      高安美佐子
    • Organizer
      政府統計におけるビッグデータの活用等に係る勉強会(経産省大臣官房調査統計グループ)
    • Place of Presentation
      経済産業省(東京都)
    • Year and Date
      2014-10-17
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] 東日本大震災時におけるTwitter内でのデマの拡散と収束2014

    • Author(s)
      高安美佐子
    • Organizer
      日本学術振興会「放射線の影響とクライシスコミュニケーション」に関する先導的研究開発委員会
    • Place of Presentation
      株式会社堀場製作所東京支店(東京都)
    • Year and Date
      2014-10-15
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] 社会・経済の現象の数理2014

    • Author(s)
      高安美佐子
    • Organizer
      第35回数理の翼夏期セミナー
    • Place of Presentation
      筑波大学(茨城県)
    • Year and Date
      2014-08-20
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] 経済・社会に観測される非平衡現象2014

    • Author(s)
      高安美佐子
    • Organizer
      2014年度日本物理学会科学セミナー「非平衡の世界ー凝集系、地震、経済、生命まで」
    • Place of Presentation
      東京大学駒場キャンパス(東京都)
    • Year and Date
      2014-08-07
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Book] 学生・技術者のためのビッグデータ解析入門2014

    • Author(s)
      高安美佐子/編著,田村光太郎・三浦航/著
    • Total Pages
      255
    • Publisher
      日本評論社
    • Related Report
      2014 Annual Research Report
  • [Remarks] 東京工業大学 高安美佐子研究室

    • URL

      http://www.smp.dis.titech.ac.jp/

    • Related Report
      2015 Annual Research Report
  • [Remarks] 東京工業大学 総合理工学研究科 知能システム科学専攻 高安美佐子研究室

    • URL

      http://www.smp.dis.titech.ac.jp/index.html

    • Related Report
      2014 Annual Research Report
  • [Remarks] 東京工業大学 帝国データバンク先端データ解析共同研究講座

    • URL

      http://www.tdb.dis.titech.ac.jp/index.html

    • Related Report
      2014 Annual Research Report

URL: 

Published: 2014-09-09   Modified: 2022-02-16  

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