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Quantitative overview of mechanisms of social dynamics using multimodal physiological data

Research Project

Project/Area Number 20K20119
Research Category

Grant-in-Aid for Early-Career Scientists

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

Principal Investigator

Matsumae Akane  九州大学, 芸術工学研究院, 准教授 (50707859)

Project Period (FY) 2020-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2022: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2021: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2020: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords社会的創造性 / 共創 / 社会的関係性 / 相互主観性 / ソーシャルダイナミクス / ソーシャルイノベーションデザイン / マルチモーダル / 定量評価 / 隠れマルコフモデル / 創造性 / 共創造性 / 社会的認知 / 生理指標 / ソーシャルデザイン / 量的評価 / 概念生成
Outline of Research at the Start

本研究ではソーシャルデザインの要素としての社会的関係性,とりわけ相互主観性(intersubjectivity)の形成・展開過程の定量評価を通じた関係性の動的メカニズムの捕捉を通じて,個々人の自律的参画が鍵となるwell-being志向のソーシャルデザイン方法論の開発に寄与することを目指す.具体的には,①協働プロセス類型の構造的把握および協働主体に着目した「共創」概念の緻密化,②表情筋筋電図はじめマルチモーダルな生理データによる相互主観性の形成・展開過程の定量評価,③相互主観性の動的メカニズムの捕捉およびモデリング,④ソーシャルデザインとして社会的関係性の動的デザインへの適用および検証を行う.

Outline of Final Research Achievements

This study quantitatively and multiply evaluated intersubjectivity as a co-creation subjectivity from multimodal bio-signals to grasp its dynamic mechanism as a mathematical model, and explored how "you and I" can form and develop a relationship "we" beyond the given relationship, aiming to developing social innovation design methodology.
As a result, the following findings were obtained: 1) the subjective perception of social relationships can be grasped externally by the knowledge sharing structure, 2) the formation of intersubjectivity can be grasped as a convergent phenomenon of multimodal bio-signal data, 3) the co-creative psychological state can be well estimated by the hidden Markov model using multimodal bio-signal data, etc. 4) The related concepts are structured from the viewpoints of quantitative understanding of intersubjectivity and dynamic modelling.

Academic Significance and Societal Importance of the Research Achievements

近年「関係性」の構築可能性・流動性が急速に高度化した社会的環境(Connected Society, VUCA)を背景に「共創」への関心が一段と高まっている. 本研究では,知識科学・認知科学の理論的基盤と実践との往還により,「人」を起点とした社会構築,すなわち社会的関係性の動的デザイン方法論の開発に取り組んだ.従来実践知に委ねられていた「共創」社会構築に向けたソーシャルダイナミクスの形式知化は,再現性確保の観点のみならず,教育可能領域の拡張による幅広い担い手の確保を可能とし,個々人の自律的参画が鍵となるwell-being志向の社会デザイン学領域において,極めて重要な学術的意義がある.

Report

(4 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Research-status Report
  • 2020 Research-status Report
  • Research Products

    (66 results)

All 2023 2022 2021 2020 Other

All Int'l Joint Research (17 results) Journal Article (14 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 13 results,  Open Access: 6 results) Presentation (33 results) (of which Int'l Joint Research: 3 results,  Invited: 4 results) Remarks (2 results)

  • [Int'l Joint Research] Indian Institute of Science (IISc)/IIT Delhi/IIT Guwahati(インド)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] Institut Teknologi Bandung (ITB)(インドネシア)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] Strathclyde University(英国)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] Linkoping University(スウェーデン)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] Gent University(ベルギー)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research]

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] Institut Teknologi Bandung (ITB)(インドネシア)

    • Related Report
      2021 Research-status Report
  • [Int'l Joint Research] University of Peradeniya(スリランカ)

    • Related Report
      2021 Research-status Report
  • [Int'l Joint Research] 同済大学(中国)

    • Related Report
      2021 Research-status Report
  • [Int'l Joint Research] Politecnico di Milano(イタリア)

    • Related Report
      2021 Research-status Report
  • [Int'l Joint Research] Pontificia Universidad Catolica de Chile(チリ)

    • Related Report
      2021 Research-status Report
  • [Int'l Joint Research]

    • Related Report
      2021 Research-status Report
  • [Int'l Joint Research] Universite de Technologie de B-M, UTBM(フランス)

    • Related Report
      2020 Research-status Report
  • [Int'l Joint Research] Universidade Federal do ABC, UFABC/Federal University of Sao Paulo, UNIFESP/Universidade Federal do Amazonas, UFAM(ブラジル)

    • Related Report
      2020 Research-status Report
  • [Int'l Joint Research] Linkoping University, LiU(スウェーデン)

    • Related Report
      2020 Research-status Report
  • [Int'l Joint Research] Indian Institute of Science, IISc/Indian Institute of Technology, IITs(インド)

    • Related Report
      2020 Research-status Report
  • [Int'l Joint Research] University of Strathclyde(英国)

    • Related Report
      2020 Research-status Report
  • [Journal Article] 隠れマルコフモデルを用いた創造的心理状態の推定 および「響きあい」の検出2023

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

      日本創造学会論文誌

      Volume: 26

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The Role of Awareness and Experience in Designing Social Inclusion.2023

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

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

      Volume: 343

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [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: 342

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Decentralized Autonomous Social Innovation Design and Social Creativity in a Connected Society2023

    • Author(s)
      Akane Matsumae
    • Journal Title

      Future of Design Education

      Volume: 1

    • Related Report
      2022 Annual Research Report
  • [Journal Article] An Attempt to Grasp Resonance during Co-Creation with Biosignal Indicators2022

    • Author(s)
      Akane Matsumae, Keisuke Shoji, Yuki Motomura
    • Journal Title

      DESIGN2022 (Cambridge University Press)

      Volume: 2 Pages: 921-930

    • DOI

      10.1017/pds.2022.94

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] The Relation between the Characteristics of Individual and Collaborative Concept Generation2022

    • Author(s)
      Akane Matsumae, Hikari Hirasawa
    • Journal Title

      DESIGN2022 (Cambridge University Press)

      Volume: 2 Pages: 911-920

    • DOI

      10.1017/pds.2022.93

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] An Attempt to Grasp Resonance during Co-Creation with Biosignal Indicators2022

    • Author(s)
      Akane Matsumae, Shoji Keisuke, Yuki Motomura
    • Journal Title

      Cambridge Core Journals pages: Proceedings of the Design Society: DESIGN Conference

      Volume: -

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] The Relation between the Characteristics of Individual and Collaborative Concept Generation2022

    • Author(s)
      Akane Matsumae, Hikari Hirasawa
    • Journal Title

      Cambridge Core Journals pages: Proceedings of the Design Society: DESIGN Conference

      Volume: -

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] How the Co-creative Process Affects Concept Formation2021

    • Author(s)
      Akane MATSUMAE, Ferdi Trihadi Raharja, Quentin Ehkirch, Yukari Nagai
    • Journal Title

      Design in Motion

      Volume: -

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] How an Incorrect Decision Caused by Peer Pressure and Personality Affects Regret2021

    • Author(s)
      Akane MATSUMAE, Sei HADANO
    • Journal Title

      Human Systems Engineering and Design (Springer Nature)

      Volume: -

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] An Attempt to Understand Social Relationships Using Facial Expression Electromyography Analysis2021

    • Author(s)
      Quentin Ehkirch, Saya Kakiuchi, Yuki Motomura, Susumu Matsumae, Akane Matsumae
    • Journal Title

      Smart Innovation, Systems and Technologies (Springer Nature)

      Volume: 221 Pages: 83-95

    • DOI

      10.1007/978-981-16-0041-8_8

    • ISBN
      9789811600401, 9789811600418
    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] The Impact of Social Media Features on User Relationships on Online Video Sharing Platforms2021

    • Author(s)
      松前 あかね、張 雨濛
    • Journal Title

      Journal of Japan Creativity Society

      Volume: 24 Issue: 0 Pages: 137-154

    • DOI

      10.24578/japancreativity.24.0_137

    • NAID

      130008025200

    • ISSN
      1349-2454, 2433-4588
    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Co-Creative Social Media Features on Video Platforms, and their Impact on Customer Relationships2021

    • Author(s)
      Akane MATSUMAE, Yumeng ZHANG
    • Journal Title

      Intelligent Human Systems Integration (Springer Nature)

      Volume: 1322 Pages: 597-602

    • DOI

      10.1007/978-3-030-68017-6_88

    • ISBN
      9783030680169, 9783030680176
    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Process Design for Evoking Emotional Response Focusing on Empathy2020

    • Author(s)
      Akane MATSUMAE, Mitsuki MIYAHARA
    • Journal Title

      Human Systems Engineering and Design Ⅲ (Springer)

      Volume: 1269 Pages: 96-101

    • DOI

      10.1007/978-3-030-58282-1_16

    • ISBN
      9783030582814, 9783030582821
    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Presentation] 渾沌学 個人と社会の潮目から:渾沌学から創造学へ2022

    • Author(s)
      松前あかね, 國藤進, 永井由佳里
    • Organizer
      日本創造学会第44回研究大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 共創ワーク中の音声コミュニケーションと「響きあい」発現との関係2022

    • Author(s)
      七條花恋, 澤井賢一, 松前あかね
    • Organizer
      日本創造学会第44回研究大会,
    • Related Report
      2022 Annual Research Report
  • [Presentation] 共創時「響きあい」定量的評価方法論の検討2022

    • Author(s)
      東海林慶祐, 澤井賢一, 松前あかね
    • Organizer
      日本創造学会第44回研究大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 公共財の心理的所有感形成が公共財管理への関わり方に与える影響2022

    • Author(s)
      嶋田知子, 松前あかね
    • Organizer
      日本創造学会第44回研究大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Understanding human interactions in co-creation through intersubjectivity2022

    • Author(s)
      Ehkirch Quentin, 松前あかね
    • Organizer
      日本創造学会第44回研究大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 視聴覚刺激の低減が創造性に与える影響2022

    • Author(s)
      平沢洸, 松前あかね
    • Organizer
      日本創造学会第44回研究大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 相互主観性と知識共有に与える楽しみの影響2022

    • Author(s)
      Stephanie Power Chacin Yamarthe, 松前あかね
    • Organizer
      日本創造学会第44回研究大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 筆跡が形成する第一印象と評価者性格特性の関係2022

    • Author(s)
      眞岸聖奈, 松前あかね
    • Organizer
      日本創造学会第44回研究大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 温冷覚に着目した「馴染み」の形成2022

    • Author(s)
      青木万由子, 松前あかね
    • Organizer
      日本創造学会第44回研究大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 視覚の共感覚形成と暗記学習への活用2022

    • Author(s)
      若林絋平, 松前あかね
    • Organizer
      日本創造学会第44回研究大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] The Role of Awareness and Experience in Designing Social Inclusion2022

    • Author(s)
      Elly Fitriana Soedjito, 松前あかね
    • Organizer
      日本創造学会第44回研究大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 共創時「響きあい」定量的評価方法論の検討2022

    • Author(s)
      東海林慶祐, 澤井賢一, 松前あかね
    • Organizer
      電子情報通信学会 Human Communication Group シンポジウム
    • Related Report
      2022 Annual Research Report
  • [Presentation] 共創ワーク中の音声コミュニケーションと「響きあい」発現との関係2022

    • Author(s)
      七條花恋, 澤井賢一, 松前あかね
    • Organizer
      電子情報通信学会 Human Communication Group シンポジウム
    • Related Report
      2022 Annual Research Report
  • [Presentation] ソーシャルイノベーションデザイン教育ー個の創造性と集団の創造性ー2021

    • Author(s)
      松前 あかね
    • Organizer
      AI時代の教育学会
    • Related Report
      2021 Research-status Report 2020 Research-status Report
    • Invited
  • [Presentation] 共創ワーク中の音声コミュニケーションと「響きあい」発現との関係2021

    • Author(s)
      七條花恋, 東海林 慶祐, 松前あかね
    • Organizer
      日本創造学会第43回研究大会
    • Related Report
      2021 Research-status Report
  • [Presentation] Estimation and modeling of intersubjective cognitive states during co-creation using objective indicators2021

    • Author(s)
      Quentin Ehkirch, Akane Matsumae
    • Organizer
      日本創造学会第43回研究大会
    • Related Report
      2021 Research-status Report
  • [Presentation] Nudge Design Strategy for Inclusive Society2021

    • Author(s)
      Karolina Cicenaite, Akane Matsumae
    • Organizer
      日本創造学会第43回研究大会
    • Related Report
      2021 Research-status Report
  • [Presentation] 類似性認知によるナッジデザイン:プラスチック消費行動2021

    • Author(s)
      Ferdi Trihadi Raharja, 松前 あかね
    • Organizer
      日本創造学会第43回研究大会
    • Related Report
      2021 Research-status Report
  • [Presentation] イノベーターの創造的動因と社会規範2021

    • Author(s)
      末吉進太郎, 松前あかね
    • Organizer
      日本創造学会第43回研究大会
    • Related Report
      2021 Research-status Report
  • [Presentation] 個人の概念生成特性と共創の関係2021

    • Author(s)
      平沢洸, 松前あかね
    • Organizer
      日本創造学会第43回研究大会
    • Related Report
      2021 Research-status Report
  • [Presentation] 隠れマルコフモデルを用いた共創時創造的心理状態の推定2021

    • Author(s)
      東海林慶祐, 澤井賢一, 松前あかね
    • Organizer
      日本創造学会第43回研究大会
    • Related Report
      2021 Research-status Report
  • [Presentation] Creativity for Social Innovation Design2021

    • Author(s)
      Akane MATSUMAE
    • Organizer
      International Symposium on Intelligence Design
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] 客観的指標による「響きあい」捕捉の試み2020

    • Author(s)
      東海林慶祐, 松前あかね
    • Organizer
      日本創造学会第42回研究大会
    • Related Report
      2020 Research-status Report
  • [Presentation] 概念生成プロセスがメタ認知へ及ぼす影響2020

    • Author(s)
      平沢洸, 松前あかね
    • Organizer
      日本創造学会第42回研究大会
    • Related Report
      2020 Research-status Report
  • [Presentation] 表情筋筋電図による相互主観性形成度の捕捉2020

    • Author(s)
      Quentin Ehkirch, 垣内沙耶, 元村佑貴, 松前進, 松前あかね
    • Organizer
      日本創造学会第42回研究大会
    • Related Report
      2020 Research-status Report
  • [Presentation] 共創プロセスが語彙修得に与える影響究大会2020

    • Author(s)
      Ferdi Trihadi Raharja, 松前 あかね
    • Organizer
      日本創造学会第42回研
    • Related Report
      2020 Research-status Report
  • [Presentation] 共創プロセスが文脈知識・関係性・共創造性に及ぼす影響2020

    • Author(s)
      Lin Chingmin, 松前あかね
    • Organizer
      日本創造学会第42回研究大会
    • Related Report
      2020 Research-status Report
  • [Presentation] グラフィティライターの創造的動因と社会規範2020

    • Author(s)
      末吉進太郎, 松前あかね
    • Organizer
      日本創造学会第42回研究大会
    • Related Report
      2020 Research-status Report
  • [Presentation] 動画共有プラットフォームにおける共創的ソーシャルメディア機能の顧客関係性への影響2020

    • Author(s)
      Zhang Yumeng, 松前あかね
    • Organizer
      日本創造学会第42回研究大会
    • Related Report
      2020 Research-status Report
  • [Presentation] 同調の誤選択時後悔への影響-意思決定のデザイン-2020

    • Author(s)
      羽田野世惟, 松前あかね
    • Organizer
      日本創造学会第42回研究大会
    • Related Report
      2020 Research-status Report
  • [Presentation] 域外在住者のシビックプライド傾向 -関係人口醸成の視点から-2020

    • Author(s)
      越本匡哉, 松前あかね
    • Organizer
      日本創造学会第42回研究大会
    • Related Report
      2020 Research-status Report
  • [Presentation] Strategies for the Development of Joint Distance Research2020

    • Author(s)
      Akane MATSUMAE
    • Organizer
      International Symposium Coimbra Group of Brazilian Universities
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Disasters from the Perspective of Societal Transformation Mechanism2020

    • Author(s)
      Akane MATSUMAE
    • Organizer
      PHOENIX
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research / Invited
  • [Remarks] 九州大学研究者情報(松前あかね>研究)

    • URL

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

    • Related Report
      2021 Research-status Report 2020 Research-status Report
  • [Remarks] 松前あかね研究室

    • URL

      http://www.design.kyushu-u.ac.jp/~matsumae/matsumaelab/top/

    • Related Report
      2021 Research-status Report 2020 Research-status Report

URL: 

Published: 2020-04-28   Modified: 2024-01-30  

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