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J-GLOBAL ID：201801019814379907   Update date: Mar. 06, 2025

Yamano Hiroko

Yamano Hiroko
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Affiliation and department：
Institute for Future Initiatives, The University of Tokyo

About Institute for Future Initiatives, The University of Tokyo


Job title： Lecturer
Research field  (3)： Computational science ,  Business administration ,  Library/information science, humanistic/social informatics
Research keywords  (10)： Industrial metrology ,  Science and Technology Studies ,  Machine Learning ,  Knowledge Discovery ,  Information science ,  Innovation Management ,  Data Mining ,  Technology Management ,  Computational social science ,  Network analysis
Research theme for competitive and other funds  (5)：
  • 2024 - 2027 大規模企業間取引データを用いた高次取引先企業間の影響関係の推定
  • 2024 - 2025 複雑ネットワークの解析手法および適用領域の探索
  • 2019 - 2024 Metabolism of Inter-Firm Transactions in Complex Large Network
  • 2023 - 2024 地域ネットワーク解析-ビジネス生態系に おけるつながりの構造と新陳代謝
  • 2019 - 2022 科学技術ビッグデータ分析を用いた薬事規制分野におけるホライゾン・スキャニング手法に関する研究
Papers (19)：
  • Hiroko Yamano, Shu Liu, Fujio Toriumi. Hypergraph modeling of complex interactions: Applications from human musculoskeletal structures to complex system dynamics. PLOS ONE. 2024. 19. 11
  • Hiroko Yamano, Ichiro Sakata. Supply chain dynamics beyond optimization: Metabolism of regional inter-firm networks. Heliyon. 2023. 9. 5. e16104-e16104
  • Hiroko Yamano, Ichiro Sakata. Assessing research trends and scientific advances in well-being studies. AAAI 2023 Spring Symposium on “Socially Responsible AI for Well-being". 2023
  • Hiroko Yamano, John Jongho Park, Nathan Hyungsok Choe, Ichiro Sakata. Understanding Students’ Perception of Sustainability: Educational NLP in the Analysis of Free Answers. Sustainability. 2022. 14. 21. 13970-13970
  • Hiroko Yamano, Ichiro Sakata. Roles of Brokers and Clusters in the Inter-firm Network Dynamics: Evolution Map Perspective. 2022 Portland International Conference on Management of Engineering and Technology (PICMET). 2022. 1-9
ｍore...
MISC (44)：
  • Hiroshi Okamoto, Hiroko Yamano, Ichiro Sakata. Associations between distant nodes in complex networks. The 13th International Conference on Complex Networks and their Applications (Complex Networks 2024). 2024
  • Hiroko Yamano, Shu Liu, Fujio Toriumi. Investigating degrees of freedom in the human musculoskeletal system as a hypergraph. The 13th International Conference on Complex Networks and their Applications (Complex Networks 2024). 2024
  • Hiroko Yamano, Hiroshi Okamoto, Ichiro Sakata. Interdependencies between distant nodes in complex networks. 11th workshop on Complexity in Economics & Finance (FinEcoNets), Conference of Complex Systems 2024 (CCS 2024). 2024
  • Hiroko Yamano, Shu Liu, Fujio Toriumi. Beyond Pairwise Limits: Hypergraph Representation of Complex Interactions in the Human Musculoskeletal System. Representation Learning for Complex Systems (Rep4CS), Conference of Complex Systems 2024 (CCS 2024). 2024
  • 山野泰子, 山本祐輔, 榊剛史, 岩澤駿. アーティクル: 表紙企画 人工知能をめぐる旅:JSAI研究会の窓5 -AIチャレンジ研究会(Challenge). 人工知能. 2024. 39. 5. 778-780
ｍore...
Books (2)：
  • Regional Network Analysis - The Structure and Metabolism of Linkages in Business Ecosystems
    The University of Tokyo Press (UTP) 2024 ISBN:9784130461405
  • Regulation of phenotypes of human aorta endothelial cells and smooth muscle cells in culture by type IV collagen aggregates
    Academic Press 2003
Lectures and oral presentations  (9)：
  • ハイパーグラフにおける構造的類似度と仲介ノードの役割
    (ネットワーク科学研究会(統計数理研究所 統計思考院事業) 2025)
  • 複雑ネットワークにおける遠隔ノード間の影響関係
    (第20回 数理モデリング研究会(2024年度国立情報学研究所 公募型共同研究) 2025)
  • Beyond Pairwise Limits: Hypergraph modeling of Complex Interactions in the Human Musculoskeletal System
    (The 58th Hawaii International Conference on System Sciences (HICSS 2025), Symposium on Computational Social Science. 2025)
  • Regional Network Analysis - The Structure and Metabolism of Linkages in Business Ecosystems
    (2024)
  • 地域ネットワーク解析:ビジネス生態系におけるつながりの構造と新陳代謝
    (メタエンジニアリング研究所 研究会 2022)
ｍore...
Education (3)：
  • 2000 - 2007 The University of Tokyo
  • 1998 - 2000 The University of Tokyo College of Arts and Sciences
  • 1996 - 2000 The University of Tokyo
Professional career (1)：
  • Ph.D. (Engineering) (The University of Tokyo)
Work history (4)：
  • 2023/04 - 現在 The University of Tokyo Institute of Future Initiatives
  • 2019/04 - 現在 The University of Tokyo Institute of Future Initiatives
  • 2015/06 - 2019/03 Policy Alternatives Research Institute, The University of Tokyo
  • 2008/08 - 2015/05 Policy Alternatives Research Institute, The University of Tokyo
Committee career (8)：
  • 2024/10 - 現在 内閣官房「政府関係機関移転の総括的評価に向けた検討会」 有識者ヒアリング委員
  • 2024/07 - 現在 経済産業省「地域未来牽引企業の選定基準検討委員会」 委員
  • 2022/03 - 現在 情報処理学会主催: ネットワーク生態学研究会 幹事
  • 2021/06 - 現在 人工知能学会 編集委員
  • 2020/08 - 現在 ネットワーク生態学研究会後援: ネットワーク科学勉強会 運営委員
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※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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