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Research on human behavior modeling for massively multi-agent traffic simulation

Research Project

Project/Area Number 21700161
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Intelligent informatics
Research InstitutionKyoto University

Principal Investigator

HATTORI Hiromitsu  京都大学, 大学院・情報学研究科, 助教 (50455581)

Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2011: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2010: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2009: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywordsエージェントシミュレーション / 人間行動モデリング / 交通シミュレーション / モデリング / エコ社会デザイン / 再生可能エネルギー / 電気自動車 / マルチエージェントシステム / 社会シミュレーション / 都市シミュレーション / 参加型モデリング / ベイジアンネットワーク
Research Abstract

It is becoming obvious that I must work on two conflicting research directions for realizing multi-agent social simulations ; elaborating fine-scale human behavior models and creating large-scale simulations. The objective of this research is to show how to achieve massive multi-agent simulations with fine-grained levels of human behaviors. In terms of the research objective, I first developed a method for constructing an individual model with prior knowledge to explain human behaviors. Next, I designed and constructed a massive multi-agent simulation platform that can run a number of agents with fine-grained behavior model. Finally, I tried to simulate the social experiment held in the city of Kyoto in 2007 on the constructed simulation platform.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (35 results)

All 2012 2011 2010 2009 Other

All Journal Article (13 results) (of which Peer Reviewed: 9 results) Presentation (17 results) Book (1 results) Remarks (4 results)

  • [Journal Article] 参加型シミュレーション2012

    • Author(s)
      服部宏充, 石田亨, 中島悠
    • Journal Title

      システム/制御/情報システム制御情報学会誌

      Volume: Vol.56 No.2 Pages: 84-99

    • Related Report
      2011 Final Research Report
  • [Journal Article] 参加型シミュレーション2012

    • Author(s)
      服部宏充, 石田亨, 中島悠
    • Journal Title

      システム/制御/情報

      Volume: Vol.56,No.2 Pages: 84-89

    • Related Report
      2011 Annual Research Report
  • [Journal Article] ネットワークゲームに基づく参加型シミュレーション環境の構築2011

    • Author(s)
      山根昇平, 澤田祥一, 服部宏充, 石田亨
    • Journal Title

      ヒューマンインタフェース学会論文誌

      Volume: Vol.13No.3 Pages: 59-66

    • NAID

      10029465594

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Massive Multiagent-based Urban Traffic Simulation with Fine-Grained Behavior Models2011

    • Author(s)
      Hiromitsu Hattori, Yuu Nakajima, and Shohei Yamane
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics(JACIII)

      Volume: Vol.15No.2 Pages: 233-239

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Social and Group Simulation based on Real Data Analysis2011

    • Author(s)
      Kiyoshi Izumi, Keiki Takadama, Hiromitsu Hattori, Nariaki Nishino, and Itsuki Noda
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics(JACIII)

      Volume: Vol.15No.2 Pages: 166-172

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Learning from Humans : Agent Modeling with Individual Human Behaviors2011

    • Author(s)
      Hiromitsu Hattori, Yuu Nakajima, and Toru Ishida
    • Journal Title

      IEEE Transactions on Systems, Man, and Cybernetics-Part A

      Volume: Vol.41No.1 Pages: 1-9

    • NAID

      120002661538

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Massive Multiagent-based Urban Traffic Simulation with Fine-Grained Behavior Models2011

    • Author(s)
      Hiromitsu Hattori, Yuu Nakajima, Shohei Yamane
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics (JACIII)

      Volume: Vol.15,No.2 Pages: 233-239

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Learning from Humans : Agent Modeling with Individual Human Behaviors2011

    • Author(s)
      Hiromitsu Hattori, Yuu Nakajima, Toru Ishida
    • Journal Title

      IEEE Transactions on Systems, Man, and Cybernetics-Part A : Systems and Humans

      Volume: Vol.41,No.1 Pages: 1-9

    • NAID

      120002661538

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Social and Group Simulation based on Real Data Analysis2011

    • Author(s)
      Kiyoshi Izumi, Keiki Takadama, Hiromitsu Hatori, Nariaki Nishino, Itsuki Noda
    • Journal Title

      IEEE Transactions on Systems, Man, and Cybernetics-Part A : Systems and Humans

      Volume: Vol.15,No.2 Pages: 166-172

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 大規模マルチエージェント交通シミュレーション2010

    • Author(s)
      服部宏充, 中島悠, 加藤整, 石田亨, 山根昇平
    • Journal Title

      自動車技術

      Volume: Vol.64No.3 Pages: 38-44

    • NAID

      10026795005

    • Related Report
      2011 Final Research Report
  • [Journal Article] 大規模マルチエージェント交通シミュレーション2010

    • Author(s)
      服部宏充, 中島悠, 加藤整, 石田亨, 山根昇平
    • Journal Title

      自動車技術 Vol.64, No.3

      Pages: 38-44

    • NAID

      10026795005

    • Related Report
      2009 Annual Research Report
  • [Journal Article] 参加型モデリングに基づく運転行動モデル構築手法2009

    • Author(s)
      服部宏充, 中島悠, 石田亨
    • Journal Title

      電子情報通信学会論文誌

      Volume: Vol.J92-D, No.11 Pages: 1927-1934

    • NAID

      110007467234

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 参加型モデリングに基づく運転行動モデル構築手法2009

    • Author(s)
      服部宏充, 中島悠, 石田亨
    • Journal Title

      電子情報通信学会論文誌 Vol.J92-D, No.

      Pages: 1927-1934

    • NAID

      110007467234

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] Simulator Integration Platform for City Simulations2011

    • Author(s)
      Yuu Nakajima, and Hiromitsu Hattori
    • Organizer
      14th International Conference on Principles and Practice of Multi-Agent Systems
    • Place of Presentation
      Wollongong, Australia
    • Year and Date
      2011-11-17
    • Related Report
      2011 Final Research Report
  • [Presentation] A Simulator Integration Platform for City Simulations2011

    • Author(s)
      Yuu Nakajima, Hiromitsu Hattori
    • Organizer
      14th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA-2011)
    • Place of Presentation
      Wollongong, Australia
    • Year and Date
      2011-11-16
    • Related Report
      2011 Annual Research Report
  • [Presentation] マルチエージェントシミュレーションに基づく社会システムデザイン2011

    • Author(s)
      服部宏充, 中島悠, 内藤栄一, 清野正樹, 中俊弥
    • Organizer
      合同エージェントワークショップ&シンポジウム2011(JAWS2011)
    • Place of Presentation
      熱海後楽園ホテル(静岡県)
    • Year and Date
      2011-10-26
    • Related Report
      2011 Annual Research Report
  • [Presentation] 都市交通における協調的な運転行動の計算モデル化2011

    • Author(s)
      宮澤佑樹, 服部宏充
    • Organizer
      情報処理学会第73回全国大会
    • Place of Presentation
      東京工業大学,東京都
    • Year and Date
      2011-03-02
    • Related Report
      2010 Annual Research Report
  • [Presentation] Multi-model Based Simulation Platform for Urban Traffic Simulation2010

    • Author(s)
      Yuu Nakajima, Shohei Yamane, Hiromitsu Hattori
    • Organizer
      13th International Conference on Principles and Practice of Multi-Agent Systems
    • Place of Presentation
      Kolkata, India
    • Year and Date
      2010-11-15
    • Related Report
      2011 Final Research Report
  • [Presentation] Multi-model based Simulation Platform for Urban Traffic Simulation2010

    • Author(s)
      Yuu Nakajima, Shohei Yamane, Hiromitsu Hattori
    • Organizer
      The 13th International Conference on Principles of Practice in Multi-Agent Systems (PRIMA-2010)
    • Place of Presentation
      Kolkata, India
    • Year and Date
      2010-11-15
    • Related Report
      2010 Annual Research Report
  • [Presentation] マルチモデルに基づく都市交通シミュレーションプラットフォーム2010

    • Author(s)
      中島悠, 山根昇平, 服部宏充
    • Organizer
      第9回合同エージェントワークショップ&シンポジウム2010(JAWS-2010)
    • Place of Presentation
      富良野市, 北海道
    • Year and Date
      2010-10-29
    • Related Report
      2010 Annual Research Report
  • [Presentation] マルチエージェントに基づく都市交通シミュレーションとミクロ・マクロリンクに関する一考察2010

    • Author(s)
      服部宏充, 山根昇平, 中島悠, 石田亨
    • Organizer
      平成22年電気学会電子・情報・システム部門大会
    • Place of Presentation
      熊本大学,熊本県
    • Year and Date
      2010-09-02
    • Related Report
      2010 Annual Research Report
  • [Presentation] 都市交通におけるミクロ・マクロリンクの解明2010

    • Author(s)
      山根昇平, 服部宏充, 中島悠, 石田亨
    • Organizer
      第24回人工知能学会全国大会
    • Place of Presentation
      長崎市,長崎県
    • Year and Date
      2010-06-10
    • Related Report
      2010 Annual Research Report
  • [Presentation] Modeling Individual Driving Behaviors for Multiagent Traffic Simulation2010

    • Author(s)
      Hiromitsu Hattori, Yuu Nakajima, and Toru Ishida
    • Organizer
      6th Workshop on Agents in Traffic and Transportation
    • Place of Presentation
      Toronto, Canada
    • Year and Date
      2010-05-11
    • Related Report
      2011 Final Research Report
  • [Presentation] Traffic Simulations with Emotional Effects : A Proposal for Core Affect Contagion2010

    • Author(s)
      Mario Paolucci and Hiromitsu Hattori
    • Organizer
      6th Workshop on Agents in Traffic and Transportation
    • Place of Presentation
      Toronto, Canada
    • Year and Date
      2010-05-11
    • Related Report
      2011 Final Research Report
  • [Presentation] Modeling Individual Driving Behaviors for Multiagent Traffic Simulation2010

    • Author(s)
      Hiromitsu Hattori, Yuu Nakajima, Toru Ishida
    • Organizer
      The 6th Workshop on Agents in Traffic and Transportation (ATT-2010)
    • Place of Presentation
      Toronto,Canada
    • Year and Date
      2010-05-11
    • Related Report
      2010 Annual Research Report
  • [Presentation] Traffic Simulations with Emotional Effects : A Proposal for Core Affect Contagion2010

    • Author(s)
      Mario Paolucci, Hiromitsu Hattori
    • Organizer
      The 6th Workshop on Agents in Traffic and Transportation (ATT-2010)
    • Place of Presentation
      Toronto,Canada
    • Year and Date
      2010-05-11
    • Related Report
      2010 Annual Research Report
  • [Presentation] Participatory Simulation Environment gumonji/Q : A Network Game Em-powered by Agents2009

    • Author(s)
      Shohei Yamane, Shoichi Sawada, Hiromitsu Hattori, Marika Odagaki, Kengo Nakajima, and Toru Ishida
    • Organizer
      The 12th International Conference on Principles of Practice in Multi-Agent Systems
    • Place of Presentation
      Nagoya, Japan
    • Year and Date
      2009-12-16
    • Related Report
      2011 Final Research Report
  • [Presentation] Participatory Simulation Environment gumonji/Q : A Network Game Empowered by Agents.2009

    • Author(s)
      Shohei Yamane, Shoichi Sawada, Hiromitsu Hattori, Marika Odagaki, Kengo Nakajima, Toru Ishida.
    • Organizer
      International Conference on Principles of Practice in Multi-Agent Systems (PRIMA-09), Lecture Notes in Artificial Intelligence, 5925, Springer-Verlag, pp.416-427
    • Place of Presentation
      Nagoya
    • Year and Date
      2009-12-16
    • Related Report
      2009 Annual Research Report
  • [Presentation] Citywide Traffic Simulation Platform with Precise Driver Model2009

    • Author(s)
      Yuu Nakajima, Yoshiyuki Nakai, Hiromitsu Hattori, and Toru Ishida
    • Organizer
      12th International Conference on Principles of Practice in Multi-Agent Systems
    • Place of Presentation
      Nagoya, Japan
    • Year and Date
      2009-12-15
    • Related Report
      2011 Final Research Report
  • [Presentation] Wide-Area Traffic Simulation Based on Driving Behavior Model.2009

    • Author(s)
      Yuu Nakajima, Yoshiyuki Nakai, Hiromitsu Hattori, Toru Ishida.
    • Organizer
      International Conference on Principles of Practice in Multi-Agent Systems (PRIMA-09), Lecture Notes in Artificial Intelligence, 5925, Springer-Verlag, pp.459-470
    • Place of Presentation
      Nagoya
    • Year and Date
      2009-12-15
    • Related Report
      2009 Annual Research Report
  • [Book] フィールド情報学入門2009

    • Author(s)
      京都大学フィールド情報学研究会編
    • Total Pages
      8
    • Publisher
      共立出版
    • Related Report
      2011 Final Research Report 2009 Annual Research Report
  • [Remarks] 関連ホームページ

    • URL

      http://www.ai.soc.i.kyoto-u.ac.jp/trafficsim_viewer.html

    • Related Report
      2011 Final Research Report
  • [Remarks]

    • URL

      http://www.ai.soc.i.kyoto-u.ac.jp/trafficsim_viewer.html

    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      http://www.ai.soc.i.kyoto-u.ac.jp/trafficsim_viewer.html

    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://www.ai.soc.i.kyoto-u.ac.jp/participatory_simulation_j.html

    • Related Report
      2009 Annual Research Report

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Published: 2009-04-01   Modified: 2016-04-21  

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