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Analysis and Learning Support for Nonverbal Interaction with Shared Empathy in Group Discussion

Research Project

Project/Area Number 18KT0029
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeMulti-year Fund
Section特設分野
Research Field Orality and Society
Research InstitutionKeio University (2022)
University of Tsukuba (2018-2021)

Principal Investigator

Osawa Hirotaka  慶應義塾大学, 理工学部(矢上), 准教授 (10589641)

Co-Investigator(Kenkyū-buntansha) 鳥海 不二夫  東京大学, 大学院工学系研究科(工学部), 教授 (30377775)
丹野 宏昭  東京福祉大学, 心理学部, 講師 (70637149)
片上 大輔  東京工芸大学, 工学部, 教授 (90345372)
Project Period (FY) 2018-07-18 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥15,730,000 (Direct Cost: ¥12,100,000、Indirect Cost: ¥3,630,000)
Fiscal Year 2021: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2020: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2019: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2018: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Keywordsオラリティ / ヒューマンエージェントインタラクション / 人狼 / Hanabi / グループディスカッション / 非言語コミュニケーション / 人狼ゲーム / 社会的知能
Outline of Final Research Achievements

In this study, we analyzed the physical behaviors that generate empathy in group discussions, with a focus on werewolf game. We presented our results at national and international conferences, and through the study of cross-cultural adaptive agents and strategy evolution, we identified algorithms for strategies that adapt to the group's cultural background and objectives. We also investigated the relationship between communication and thinking time and risk propensity using games such as Hanabi. We found that an agent's position as collaborator or rival had different effects, and we analyzed the influence of gestures that generate empathy. Results were presented at many conferences. In particular, his work on agent position received an award at the HAI Symposium. The findings contributed to the understanding of nonverbal communication and generated derivative applications.

Academic Significance and Societal Importance of the Research Achievements

本研究は、集団討論における非言語的な振る舞いと共感の関係性を探る多数の知見を発見した。また、国際会議のコンペティションやワークショップを通じ、こうした試みを海外へ広める貢献をした。学術的には、異なる文化や目的を持つ集団において、エージェントの戦略がどのように適応するかを理解する新しい知見を提供した。社会的には、共感を生む仕草が議論や交渉の質に与える影響を分析することで、更なる効果的なコミュニケーション手法の開発が可能となる。派生成果であるエージェントの関係性に関する評価や、小学校でのロボット用いた長期間の調査は、教育やビジネスなど多くの分野において、対人関係の質を向上させる可能性を秘めている。

Report

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

    (32 results)

All 2023 2022 2021 2020 2019 2018 Other

All Int'l Joint Research (4 results) Journal Article (11 results) (of which Int'l Joint Research: 1 results,  Open Access: 7 results,  Peer Reviewed: 6 results) Presentation (14 results) (of which Int'l Joint Research: 5 results,  Invited: 2 results) Remarks (2 results) Funded Workshop (1 results)

  • [Int'l Joint Research] Ozyegin University(トルコ)

    • Related Report
      2020 Research-status Report
  • [Int'l Joint Research] Delft University of Technology/Centrum Wiskunde & Informatica(オランダ)

    • Related Report
      2020 Research-status Report
  • [Int'l Joint Research] University of Central Florida/USC Institute for Creative Technologies(米国)

    • Related Report
      2020 Research-status Report
  • [Int'l Joint Research] IIIA-CSIC(スペイン)

    • Related Report
      2020 Research-status Report
  • [Journal Article] The Proposal of Cooperative Behavior Analysis using Cognitive Model in Hanabi Game2022

    • Author(s)
      川越 敦、大澤 博隆
    • Journal Title

      Proceedings of the Annual Conference of JSAI

      Volume: JSAI2022 Issue: 0 Pages: 4I3OS26b04-4I3OS26b04

    • DOI

      10.11517/pjsai.JSAI2022.0_4I3OS26b04

    • Related Report
      2022 Annual Research Report
    • Open Access
  • [Journal Article] Developing Culture Adaptation Agent for Werewolf Games2021

    • Author(s)
      武田 惇史, 鳥海 不二夫
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 36 Issue: 6 Pages: D-L36_1-12

    • DOI

      10.1527/tjsai.36-6_D-L36

    • NAID

      130008110419

    • ISSN
      1346-0714, 1346-8030
    • Year and Date
      2021-11-01
    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Analysis of Strategic Evolution Structure of 5-player Werewolf Based on Simulation2021

    • Author(s)
      武田 惇史, 鳥海 不二夫
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 36 Issue: 4 Pages: A-K64_1-13

    • DOI

      10.1527/tjsai.36-4_A-K64

    • NAID

      130008060600

    • ISSN
      1346-0714, 1346-8030
    • Year and Date
      2021-07-01
    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Hirotaka Osawa, Atsushi Kawagoe, Eisuke Sato, and Takuya Kato2021

    • Author(s)
      Hirotaka Osawa, Atsushi Kawagoe, Eisuke Sato, and Takuya Kato
    • Journal Title

      Frontiers in Robotics and AI

      Volume: 8 Pages: 321-339

    • DOI

      10.3389/frobt.2021.658348

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Development of a simple generation system of the werewolf AI agent2020

    • Author(s)
      武田 惇史、鳥海 不二夫
    • Journal Title

      Proceedings of the Annual Conference of JSAI

      Volume: JSAI2020 Issue: 0 Pages: 2F5OS20b02-2F5OS20b02

    • DOI

      10.11517/pjsai.JSAI2020.0_2F5OS20b02

    • NAID

      130007856824

    • Related Report
      2020 Research-status Report
    • Open Access
  • [Journal Article] ビデオ人狼での他者説得に見られる非言語情報の調査2020

    • Author(s)
      高山 周太郎、大澤 博隆
    • Journal Title

      日本認知科学会第37回大会

      Volume: 2020 Pages: 1010-1013

    • Related Report
      2020 Research-status Report
    • Open Access
  • [Journal Article] Challenges and Main Results of the Automated Negotiating Agents Competition (ANAC) 20192020

    • Author(s)
      Aydogan Reyhan、Baarslag Tim、Fujita Katsuhide、Mell Johnathan、Gratch Jonathan、de Jonge Dave、Mohammad Yasser、Nakadai Shinji、Morinaga Satoshi、Osawa Hirotaka、Aranha Claus、Jonker Catholijn M.
    • Journal Title

      International Conference on Agreement Technologies

      Volume: 2020 Pages: 366-381

    • DOI

      10.1007/978-3-030-66412-1_23

    • ISBN
      9783030664114, 9783030664121
    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Analyzing Gestures in Real-World Werewolf Game2019

    • Author(s)
      高山周太郎, 大澤博隆
    • Journal Title

      Proceedings of the Annual Conference of JSAI

      Volume: JSAI2019 Issue: 0 Pages: 3F3OS14a01-3F3OS14a01

    • DOI

      10.11517/pjsai.JSAI2019.0_3F3OS14a01

    • NAID

      130007658599

    • Related Report
      2019 Research-status Report
    • Open Access
  • [Journal Article] Negotiation in Hidden Identity: Designing Protocol for Werewolf Game2019

    • Author(s)
      Hirotaka Osawa, Takashi Otsuki, Aranha Claus, Fujio Toriumi
    • Journal Title

      Twelfth International Workshop on Agent-based Complex Automated Negotiations

      Volume: 1 Pages: 1-4

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Reducing Partner’s Cognitive Load by Estimating the Level of Understanding in the Cooperative Game Hanabi2019

    • Author(s)
      Eisuke Sato, Hirotaka Osawa
    • Journal Title

      Advances in Computer Games

      Volume: 1 Pages: 1-12

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] 人狼知能研究のすすめ2018

    • Author(s)
      片上大輔,鳥海不二夫,大澤博隆,狩野芳伸,稲葉通将,大槻恭士
    • Journal Title

      知能と情報

      Volume: 30 Pages: 236-244

    • NAID

      130007926371

    • Related Report
      2018 Research-status Report
  • [Presentation] 競争と協力を使い分けるエージェントシステムの設計2023

    • Author(s)
      大石 真史、大澤 博隆
    • Organizer
      HAIシンポジウム2023
    • Related Report
      2022 Annual Research Report
  • [Presentation] 触角型デバイスを用いた擬人化エージェントの提案2023

    • Author(s)
      福林 明日香、大澤 博隆
    • Organizer
      HAIシンポジウム2023
    • Related Report
      2022 Annual Research Report
  • [Presentation] 児童と図書紹介ロボットとの長期的な関係性の分析2023

    • Author(s)
      幡野 陸、大澤 博隆
    • Organizer
      HAIシンポジウム2023
    • Related Report
      2022 Annual Research Report
  • [Presentation] The Narrative Experience Scale of Science Fiction: Comprehension, Immersion, and Speculation2022

    • Author(s)
      Yuuki Namba, Miwa Nishinaka, Sachiko Kiyokawa, Dohjin Miyamoto, Tomoya Minegishi, Ryu Miyata, and Hirotaka Osawa
    • Organizer
      International Conference on Knowledge, Information and Creativity Support Systems
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 人狼知能エージェントの簡易生成システムの開発2020

    • Author(s)
      武田 惇史、鳥海 不二夫
    • Organizer
      人工知能学会全国大会
    • Related Report
      2020 Research-status Report
  • [Presentation] ビデオ人狼での他者説得に見られる非言語情報の調査2020

    • Author(s)
      高山 周太郎、大澤 博隆
    • Organizer
      日本認知科学会第37回大会
    • Related Report
      2020 Research-status Report
  • [Presentation] Kunstliche Soziale Intelligenz: Die Gesellschaft verwandeln mit sozialen Robotern (人工の社会的知能-ソーシャルロボットによる社会変容)2020

    • Author(s)
      Hirotaka Osawa
    • Organizer
      Technische und ethische Aspekte der Kunstlichen Intelligenz in Japan und Deutschland
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] 人狼知能同士の対戦ログデータを用いたデモンストレーション自動生成システムの開発2020

    • Author(s)
      上野大雅,片上大輔,鳥海不二夫,大澤博隆,稲葉通将,狩野芳伸,大槻恭士
    • Organizer
      HSSデザインコンテスト2020
    • Related Report
      2019 Research-status Report
  • [Presentation] 人狼知能における言語ヘッジを利用した信頼モデルの提案2020

    • Author(s)
      星野総士,片上大輔
    • Organizer
      HSSデザインコンテスト2020
    • Related Report
      2019 Research-status Report
  • [Presentation] 実世界人狼ゲームのジェスチャーの分析2019

    • Author(s)
      高山周太郎, 大澤博隆
    • Organizer
      人工知能学会全国大会
    • Related Report
      2019 Research-status Report
  • [Presentation] Negotiation in Hidden Identity: Designing Protocol for Werewolf Game2019

    • Author(s)
      H. Osawa, T. Otsuki, C. de C. Aranha, and F. Toriumi
    • Organizer
      Twelfth International Workshop on Agent-based Complex Automated Negotiations at IJCAI 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Find a liar AI!: “The AIWolf game viewer” which visualizes the battle of the strongest five AI players in the AIWolf competition2019

    • Author(s)
      D. Katagami, R. Yamamoto, F. Toriumi, H. Osawa, M. Inaba, Y. Kano, T. Otsuki
    • Organizer
      International Joint Conferences on Artificial Intelligence
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] The Scientific Imagination and Human-Agent Interaction2019

    • Author(s)
      Hirotaka Osawa
    • Organizer
      First International Scientific and Practial Conference "Robotics, Artificial Intelligence, Society: New Challenges
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] 音声感情と動作情報を表出する擬人化エージェントを用いた人狼知能対戦Viewerの開発2018

    • Author(s)
      曽根寛人,山本隆太郎,片上大輔,大澤博隆,鳥海不二夫,稲葉通将,狩野芳伸,大槻恭士
    • Organizer
      HCGシンポジウム2018
    • Related Report
      2018 Research-status Report
  • [Remarks] 人狼知能プロジェクト

    • URL

      http://aiwolf.org/

    • Related Report
      2022 Annual Research Report 2020 Research-status Report 2018 Research-status Report
  • [Remarks] 人狼知能

    • URL

      http://aiwolf.org/

    • Related Report
      2019 Research-status Report
  • [Funded Workshop] 4th International AIWolf Competition Protocol Division2022

    • Related Report
      2022 Annual Research Report

URL: 

Published: 2018-07-20   Modified: 2024-01-30  

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