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Dynamic simulation of social relationships using multi-modal human datasets

Research Project

Project/Area Number 22KK0220
Research Category

Fund for the Promotion of Joint International Research (Fostering Joint International Research (A))

Allocation TypeMulti-year Fund
Review Section Basic Section 90010:Design-related
Research InstitutionKyushu University

Principal Investigator

松前 あかね  九州大学, 芸術工学研究院, 教授 (50707859)

Project Period (FY) 2023 – 2025
Project Status Granted (Fiscal Year 2024)
Budget Amount *help
¥15,470,000 (Direct Cost: ¥11,900,000、Indirect Cost: ¥3,570,000)
Keywords社会的関係性 / ソーシャルイノベーション / 共創的協働 / 協力的協働 / 相互主観性 / Social Dynamics / Inter-Subjectivity / Multimodal Datasets / Social Relationships / Social Innovation Design
Outline of Research at the Start

インフラ高度化により一段と流動化する社会環境(VUCA)に呼応し,従来の個人やチーム協働で一定の成果物を完成させる行為型doingデザインから,デザイン主体・客体いずれも関係性の再構築を繰り返し,変動する望ましい状態well-beingを共創し続ける,社会デザインはじめ状態型beingデザインの台頭が近年顕著である.
基課題では,特に共創主体となる社会的関係性として相互主観性に着目し,その定量的捕捉に挑戦した.本課題では,定量的アプローチによるデザイン研究を国際的に牽引するグループとの共同研究を通じて,基課題成果を社会的関係性の動態理解ひいては状態型社会デザイン方法論開発に向けて発展させる.

Outline of Annual Research Achievements

本研究は社会デザイン要素たる社会的関係性への作用機序理解に基づく社会デザイン方法論化に向けて、いかなる関与がいかなる社会的関係性の変化を導くのか、作用機序を探索しうる多元的ヒューマンデータによる社会的関係性動態のシミュレーション手法の開発を目的とする。
2024年2月下旬から3月上旬にかけて、当初研究計画通りプログラミングに長けた研究協力者を帯同してのSUTDへの渡航を実現し、Data-Driven Innovation Lab主宰者Prof. Janxi Luoとの共同研究に取り組んだ。渡航に先立ち、生理データに加え言語・非言語コミュニケーションデータを測定する共創実験を設計・実施し、解析対象となる個人間(inter-personal)多次元ヒューマンデータを収集した。滞在中はそれら関与要素を組込み得る社会的関係性動態シミュレーション手法の開発に向けて、まず本研究課題が寄与すべきソーシャルイノベーションデザインビジョンについて議論共有し、彼らが先行研究で採用した理論モデルとの相違点や共通点を整理した。その結果シミュレーションモデルについて新たな課題が浮上し、これを既存モデルから更新すべき新規性として合意した。帰国後、以上の渡航成果を反映させた新たなヒューマンデータでの共創実験を設計・実施し、シミュレーションモデルの再検討を進めた。2024年9月にはGrenoble INPへの渡航を実現し、当初研究計画通りProf. Jean-francois Boujutとの共同研究に取り組んだ。滞在中は関連実験設備把握の他、招待講演はじめ同研究所スタッフや博士課程学生との日常的な交流機会をいただき、現在進行中の研究プロジェクトにつき情報交換を行い研究方針につき再検討した。

Current Status of Research Progress
Current Status of Research Progress

3: Progress in research has been slightly delayed.

Reason

SUTDでの議論により必要となったシミュレーションモデル改善について、採用する数理モデルの再検討・変更を行い、入力データについても社会的関係性を直接的に把握する多次元ヒューマンデータを得る共創実験を追加的に計画し実施したため、本研究課題の進捗状況はやや遅れている。

Strategy for Future Research Activity

今年度は本研究課題で得られた共同研究関係を持続的に発展させるプラットフォームとして国際デザイン創造性シンポジウム(ISDC)シリーズの立ち上げを当初計画通り実現した。加えて本シンポジウムシリーズ立ち上げに端を発して、国際学術ジャーナル誌Design Science(Percentile 98%)への本研究課題キーワードを中心とするThematic Collection企画提案が採択された。当該分野での新たな研究動向としての認知度を高め、今後の研究の推進に繋げる。

Report

(2 results)
  • 2024 Research-status Report
  • 2023 Research-status Report
  • Research Products

    (22 results)

All 2025 2024 2023 Other

All Journal Article (12 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 12 results,  Open Access: 7 results) Presentation (8 results) (of which Int'l Joint Research: 5 results,  Invited: 5 results) Remarks (1 results) Funded Workshop (1 results)

  • [Journal Article] The Impact of Psychological Ownership Formation of Commons on Co-Creative Participation, Smart Innovation, Systems and Technologies (accepted to bepublished)2025

    • Author(s)
      Tomoko Shimada, Akane Matsumae
    • Journal Title

      Smart Innovation, Systems and Technologies (Springer Nature)

      Volume: -

    • Related Report
      2024 Research-status Report
    • Peer Reviewed
  • [Journal Article] Decentralized Autonomous Social Innovation Design and Social Creativity in a Connected Society2025

    • Author(s)
      Akane Matsumae
    • Journal Title

      Design Science and Innovation

      Volume: 1 Pages: 149-157

    • Related Report
      2024 Research-status Report
    • Peer Reviewed
  • [Journal Article] An attempt to estimate the creative state during co-creation by using a Hidden Markov Model(accepted to be published)2025

    • Author(s)
      Keisuke Shoji, Ken-ichi Sawai, Akane Matsumae
    • Journal Title

      Proceedings of the Design Society (Cambridge University Press)

      Volume: -

    • Related Report
      2024 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Behaviour change design for reducing plastic usage by perceived similarity nudge (accepted to be published)2025

    • Author(s)
      Quentin Ehkirch, Ferdi Raharja, Udari Samaranayake, Ken-ichi Sawai, Akane Matsumae
    • Journal Title

      Proceedings of the Design Society (Cambridge University Press)

      Volume: -

    • Related Report
      2024 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Characteristics of paralinguistic communication indicating pre-resonance during co-creative design grasped by decision tree analysis2024

    • Author(s)
      Karen Shichijo, Akane Matsumae
    • Journal Title

      Proceedings of the Design Society (Cambridge University Press)

      Volume: 4 Pages: 1075-1084

    • DOI

      10.1017/pds.2024.110

    • Related Report
      2024 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Experience of Globally Distributed Design Team in a Changing World2024

    • Author(s)
      E. Coutts, A. Wodehouse, A. Berglund, H. Grierson, J. Liikkanen, H. Parkkamaki, A. Matsumae, M. Johnsson, S. Venkataraman, K. Petrakis
    • Journal Title

      Proc. of the International Conference on Engineering and Product Design Education

      Volume: - Pages: 663-668

    • DOI

      10.35199/epde.2024.112

    • Related Report
      2024 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Understanding the influence of interpersonal factors on interactions in co-design through intersubjectivity: a systematic literature review2024

    • Author(s)
      Quentin Ehkirch, Akane Matsumae
    • Journal Title

      Design Science

      Volume: 10

    • DOI

      10.1017/dsj.2024.1

    • Related Report
      2023 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Decentralized Autonomous Social Innovation Design and Social Creativity in a Connected Society2024

    • Author(s)
      Akane Matsumae
    • Journal Title

      Design Science and Education (Springer Nature)

      Volume: -

    • Related Report
      2023 Research-status Report
    • Peer Reviewed
  • [Journal Article] Characteristics of Interpersonal Phonetic Communication in Resonance during Co-creation2023

    • Author(s)
      Matsumae A, Shichijo K, Shoji K, Sawai K.
    • Journal Title

      Proceedings of the Design Society (Cambridge University Press)

      Volume: 3 Pages: 877-886

    • DOI

      10.1017/pds.2023.88

    • Related Report
      2023 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] The Role of Multi-senses in Designing a Travel Service Experience: A Systematic Review of the Literature2023

    • Author(s)
      Sashrika Cooray, Akane Matsumae
    • Journal Title

      Smart Innovation, Systems and Technologies: Design in the Era of Industry 4.0

      Volume: 2 Pages: 339-349

    • DOI

      10.1007/978-981-99-0264-4_29

    • ISBN
      9789819902637, 9789819902644
    • Related Report
      2023 Research-status Report
    • Peer Reviewed
  • [Journal Article] The Role of Awareness and Experience in Designing Social Inclusion2023

    • Author(s)
      Elly Fitriana Soedjito, Akane Matsumae
    • Journal Title

      Smart Innovation, Systems and Technologies: Design in the Era of Industry 4.0

      Volume: 343 Pages: 61-73

    • DOI

      10.1007/978-981-99-0293-4_6

    • ISBN
      9789819902927, 9789819902934
    • Related Report
      2023 Research-status Report
    • Peer Reviewed
  • [Journal Article] Creative States Estimation and Resonance Detection using Hidden Markov Models2023

    • Author(s)
      東海林慶祐, 澤井賢一, 松前あかね
    • Journal Title

      Journal of Japan Creativity Society

      Volume: 26 Issue: 0 Pages: 118-136

    • DOI

      10.24578/japancreativity.26.0_118

    • ISSN
      1349-2454, 2433-4588
    • Related Report
      2023 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] Social Creativity as a Foundation for Decentralized Autonomous Societies2024

    • Author(s)
      Akane Matsumae
    • Organizer
      CentraleSupelec Laboratoire Genie Industriel Seminar Laboratoire Genie Industrie Industriel, CentraleSupelec - Universite; Paris-Saclay
    • Related Report
      2024 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Exploring Co-Creation Dynamics for Social Innovation Design: Focusing on Social Relationships2024

    • Author(s)
      Akane Matsumae
    • Organizer
      Grenoble INP G-Scope Laboratory Seminar Grenoble INP G-Scope Laboratory
    • Related Report
      2024 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] 即興ダンスを介した共創プロセスの理解:文脈共有の観点から2024

    • Author(s)
      満野結斗,松前あかね
    • Organizer
      日本創造学会第46回研究大会
    • Related Report
      2024 Research-status Report
  • [Presentation] Design Creativity & Design Theory from the Perspective of Societal Innovation Design2024

    • Author(s)
      Akane Matsumae
    • Organizer
      International Symposium on Design Theory
    • Related Report
      2023 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Essence of Social Creativity:Its impact on Designing and Leading Social Innovation2023

    • Author(s)
      Akane Matsumae
    • Organizer
      Bandung Institute of Technology
    • Related Report
      2023 Research-status Report
    • Invited
  • [Presentation] Characteristics of Interpersonal Phonetic Communication in Resonance during Co-creation2023

    • Author(s)
      Akane Matsumae
    • Organizer
      International Conference on Engineering Design (ICED23)
    • Related Report
      2023 Research-status Report
    • Int'l Joint Research
  • [Presentation] Encouraging Creativity through Effective Feedback through Ideas2023

    • Author(s)
      Mayu Akaki, Quentin Ehkirch, Akane Matsumae
    • Organizer
      International Conference on Engineering Design (ICED23)
    • Related Report
      2023 Research-status Report
    • Int'l Joint Research
  • [Presentation] 創造性とリスキリング:共創とソーシャルイノベーションの観点から2023

    • Author(s)
      松前あかね
    • Organizer
      日本創造学会第45回研究大会
    • Related Report
      2023 Research-status Report
    • Invited
  • [Remarks] 九州大学研究者情報[松前あかね]

    • URL

      https://hyoka.ofc.kyushu-u.ac.jp/search/details/K006776/index.html

    • Related Report
      2023 Research-status Report
  • [Funded Workshop] The 1st International Symposium on Design Creativity2024

    • Related Report
      2024 Research-status Report

URL: 

Published: 2023-02-01   Modified: 2025-12-26  

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