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Research on participatory design using massively multi-agent systems

Research Project

Project/Area Number 18200009
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent informatics
Research InstitutionKyoto University

Principal Investigator

ISHIDA Toru  Kyoto University, 大学院・情報学研究科, 教授 (20252489)

Co-Investigator(Kenkyū-buntansha) HATTORI Hiromitsu  京都大学, 大学院・情報学研究科, 助教 (50455581)
YOSHINO Takashi  和歌山大学, システム工学部, 准教授 (90274860)
松原 繁夫  京都大学, 情報学研究科, 准教授 (80396118)
八槇 博史  名古屋大学, 情報連携基盤センター, 准教授 (10322166)
Co-Investigator(Renkei-kenkyūsha) MATSUBARA Shigeo  京都大学, 大学院・情報学研究科, 准教授 (80396118)
KUWABARA Kazuhiro  立命館大学そ, 立命館大学, 教授 (10374092)
YAMAKI Hirofumi  名古屋大学, 情報連携基盤センター, 准教授 (10322166)
Project Period (FY) 2006 – 2008
Project Status Completed (Fiscal Year 2008)
Budget Amount *help
¥48,620,000 (Direct Cost: ¥37,400,000、Indirect Cost: ¥11,220,000)
Fiscal Year 2008: ¥16,120,000 (Direct Cost: ¥12,400,000、Indirect Cost: ¥3,720,000)
Fiscal Year 2007: ¥15,600,000 (Direct Cost: ¥12,000,000、Indirect Cost: ¥3,600,000)
Fiscal Year 2006: ¥16,900,000 (Direct Cost: ¥13,000,000、Indirect Cost: ¥3,900,000)
Keywords人工知能アーキテクチャ / マルチエージェントシステム / 参加型シミュレーション / マルチエージェント / 仮説推論 / エージェントモデリング / 交通シミュレーション / エージェント / シミュレーション / 参加型デザイン
Research Abstract

本研究では, ユビキタスコンピューティングを用いたサービスシナリオを, 参加型デザインや社会中心設計と呼ぶ新しい設計法を用いて構築するための方法論の確立を試みた.本研究で提案した方法論は, 大規模マルチエージェントシステムに基づくシミュレーション技術を背景に, 利用者が参加するシミュレーションや実験を繰り返し, 徐々に実世界での運用に移行させるものである.本研究では, 1)計算型シミュレーション, 2)参加型シミュレーション, および3)拡張実験の3段階からなる参加型デザインのプロセスを提案し, その実現方法と効果を, 実問題を用いた実証を通じて明らかにした.

Report

(4 results)
  • 2008 Annual Research Report   Final Research Report ( PDF )
  • 2007 Annual Research Report
  • 2006 Annual Research Report
  • Research Products

    (58 results)

All 2009 2008 2007 2006 Other

All Journal Article (26 results) (of which Peer Reviewed: 20 results) Presentation (26 results) Book (3 results) Remarks (3 results)

  • [Journal Article] Participatory Technologies for Designing Ambient Intelligence Systems2009

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

      Journal of Ambient Intelligence and Smart Environments, IOS Press Vol. 1

      Pages: 39-45

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] Participatory Technologies for Designing Ambient Intelligence Systems.2009

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

      Journal of Ambient Intelligence and Smart Environments, IOS Press Vol. 1

      Pages: 39-45

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Local Interaction and Non-Local Coordination in Agent Social Law Diffusion2008

    • Author(s)
      Yi-Chuan Jiang and Toru Ishida
    • Journal Title

      Expert Systems with Applications Vol. 34,No. 1

      Pages: 87-95

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] マルチエージェントシステムを用いた避難誘導実験の拡張2008

    • Author(s)
      中島 悠, 椎名宏徳, 服部宏充, 八槇博史, 石田亨
    • Journal Title

      情報処理学会論文誌 Vol.49, No.6

      Pages: 1954-1961

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] Local Interaction and Non-Local Coordination in Agent Social Law Diffusion.2008

    • Author(s)
      Yi-Chuan Jiang, Toru Ishida.
    • Journal Title

      Expert Systems with Applications Vol. 34, No. 1

      Pages: 87-95

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] マルチエージェントシステムを用いた避難誘導実験の拡張2008

    • Author(s)
      中島悠, 椎名宏徳, 服部宏充, 八槇博史, 石田亨.
    • Journal Title

      情報処理学会論文誌 Vol. 49, No. 6

      Pages: 1954-1961

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] マルチエージェントシミュレーションを用いた避難誘導実験の拡張.2008

    • Author(s)
      中島悠, 椎名宏徳, 服部宏充, 八槇博史, 石田亨.
    • Journal Title

      情報処理学会論文誌(採録決定) Vol.49-6

    • NAID

      40019583757

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 大規模実環境実験のためのマルチエージェントシミュレーション2007

    • Author(s)
      中西英之, 石田 亨, 小泉智史
    • Journal Title

      日本バーチャルリアリティ学会論文誌 Vol. 12, No. 4

      Pages: 509-517

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] 大規模マルチエージェントシステムにおけるエージェント配置2007

    • Author(s)
      宮田直輝, 石田 亨
    • Journal Title

      電子情報通信学会論文誌 Vol. J90-D, No. 4

      Pages: 1023-1030

    • NAID

      110007380696

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] 超越型コミュニケーションを用いた位置に基づく遠隔指示の分析2007

    • Author(s)
      伊藤英明, 中西英之, 石田亨
    • Journal Title

      情報処理学会論文誌 Vol.48, No. 3

      Pages: 1372-1380

    • NAID

      110006223874

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] Analysis of Pedestrian Navigation using Cellular Phones.2007

    • Author(s)
      Yuu Nakajima, Oishi Takatoshi, Toru Ishida, Daisuke Morikawa.
    • Journal Title

      Pacific Rim International Workshop on Multi-Agents (PRIMA-07), Lecture Notes in Artificial Intelligence, Springer-Verlag. 2007

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Driver Modeling Methodology for Traffic Simulation.2007

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

      Pacific Rim International Workshop on Multi-Agents (PRIMA-07), Lecture Notes in Artificial Intelligence, Springer-Verlag. 2007

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Agent Modeling Method Based on Scenario Rehearsal for Multiagent Simulation.2007

    • Author(s)
      Shohei Yamane, Toru Ishida.
    • Journal Title

      Pacific Rim International Workshop on Multi-Agents (PRIMA-07), Lecture Notes in Artificial Intelligence, Springer-Verlag. 2007

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 大規模マルチエージェントシステムにおけるエージェント配置.2007

    • Author(s)
      宮田直輝, 石田 亨.
    • Journal Title

      電子情報通信学会論文誌 Vol.J90-D,No.4

      Pages: 1023-1030

    • NAID

      110007380696

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 大規模マルチエージェントシミュレーションにおけるプロトコル記述と実行基盤2006

    • Author(s)
      中島 悠 椎名宏徳, 山根昇平, 八槇博史, 石田 亨
    • Journal Title

      電子情報通信学会論文誌 Vol.J89-D,No.10

      Pages: 2229-2236

    • NAID

      110007380148

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] 超越型コミュニケーション : 大規模公共空間のための位置依存型誘導法2006

    • Author(s)
      伊藤英明, 中西英之, 小泉智史, 石田 亨
    • Journal Title

      情報処理学会論文誌 Vol.47, No.2

      Pages: 547-554

    • NAID

      110004081264

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] 大規模マルチエージェントシステムのためのメタレベル制御機構2006

    • Author(s)
      山根昇平, 石田 亨
    • Journal Title

      情報処理学会論文誌 Vol.47, No.5

      Pages: 1363-1370

    • NAID

      110004720699

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] 仮想訓練システムのためのエージェントのモデル構築2006

    • Author(s)
      村上陽平, 杉本悠樹, 石田 亨
    • Journal Title

      人工知能学会論文誌 Vol.21, No.3

      Pages: 243-250

    • NAID

      10022006309

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] 参加型アプローチによる交渉モデルの獲得2006

    • Author(s)
      鳥居大祐, 石田 亨, ブスケ フランソワ
    • Journal Title

      人工知能学会論文誌 Vol.21, No.3

      Pages: 287-294

    • NAID

      10022006408

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] 社会・環境シミュレーションにおけるインタラクション層の構築2006

    • Author(s)
      鳥居大祐, 石田 亨
    • Journal Title

      人工知能学会論文誌 Vol.21, No.1

      Pages: 28-35

    • NAID

      10022005854

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] 大規模マルチエージェントシミュレーションにおけるプロトコル記述と実行基盤.2006

    • Author(s)
      中島 悠, 椎名宏徳, 山根昇平, 八槇博史, 石田 亨
    • Journal Title

      電子情報通信学会論文誌 Vol. J89-D, No. 10

      Pages: 2229-2236

    • NAID

      110007380148

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 超越型コミュニケーション : 大規模公共空間のための位置依存型誘導法.2006

    • Author(s)
      伊藤英明, 中西英之, 小泉智史, 石田 亨
    • Journal Title

      情報処理学会論文誌 Vol. 47, No. 2

      Pages: 547-554

    • NAID

      110004081264

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 大規模マルチエージェントシステムのためのメタレベル制御機構.2006

    • Author(s)
      山根昇平, 石田 亨
    • Journal Title

      情報処理学会論文誌 Vol. 47, No. 5

      Pages: 1363-1370

    • NAID

      110004720699

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 仮想訓練システムのためのエージェントのモデル構築.2006

    • Author(s)
      村上陽平, 杉本悠樹, 石田 亨
    • Journal Title

      人工知能学会論文誌 Vol. 21, No. 3

      Pages: 243-250

    • NAID

      10022006309

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 参加型アプローチによる交渉モデルの獲得.2006

    • Author(s)
      鳥居大祐, 石田 亨, ブスケ フランソワ
    • Journal Title

      人工知能学会論文誌 Vol. 21, No. 3

      Pages: 287-294

    • NAID

      10022006408

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 社会・環境シミュレーションにおけるインタラクション層の構築.2006

    • Author(s)
      鳥居大祐, 石田 亨
    • Journal Title

      人工知能学会論文誌 Vol. 21, No. 1

      Pages: 28-35

    • NAID

      10022005854

    • Related Report
      2006 Annual Research Report
  • [Presentation] Participatory Simulation Platform Using Network Games2008

    • Author(s)
      Shoichi Sawada, Hiromitsu Hattori, Marika Odagaki, Kengo Nakajima and Toru Ishida
    • Organizer
      Eleventh Pacific Rim International Conference on Multi-Agents (PRIMA-08), Lecture Notes in Artificial Intelligence(5357)
    • Place of Presentation
      Hanoi, VIETNAM(Springer-Verlag)
    • Year and Date
      2008-12-16
    • Related Report
      2008 Final Research Report
  • [Presentation] Participatory Simulation Platform Using Network Games.2008

    • Author(s)
      Shoichi Sawada, Hiromitsu Hattori, Marika Odagaki, Kengo Nakajima, Toru Ishida.
    • Organizer
      Eleventh Pacific Rim International Conference on Multi-Agents. (PRIMA-08), Lecture Notes in Artificial Intelligence, 5357, Springer-Verlag, pp. 370-380, 2008.
    • Place of Presentation
      Ha Noi, Vietnam
    • Year and Date
      2008-12-16
    • Related Report
      2008 Annual Research Report
  • [Presentation] ネットワークゲームを用いた参加型シミュレーションプラットフォームの実現.2008

    • Author(s)
      澤田祥一, 服部宏充, 石田亨, 小田垣まりか, 中島謙互.
    • Organizer
      合同エージェントワークショップ&シンポジウム2008(JAWS-2008)
    • Place of Presentation
      滋賀県大津市
    • Year and Date
      2008-10-31
    • Related Report
      2008 Annual Research Report
  • [Presentation] 大規模マルチエージェント交通シミュレーションのための運転者のモデル化手法の提案.2008

    • Author(s)
      田中祐介, 中島悠, 服部宏充, 石田亨.
    • Organizer
      第22回人工知能学会全国大会, オーガナイズドセツション「次世代知的交通システムにおけるAI」
    • Place of Presentation
      北海道旭川市
    • Year and Date
      2008-06-13
    • Related Report
      2008 Annual Research Report
  • [Presentation] Evacuation Guide System based on Massively Multiagent System.2008

    • Author(s)
      Yuu Nakajima, Shohei Yamane, Hiroiitsu Hattori, Toru Ishida.
    • Organizer
      International Conference on Autonomous Agents and Multi-agent Systems (AAMAS-08), demo session
    • Place of Presentation
      Estoril, Portugal
    • Year and Date
      2008-05-15
    • Related Report
      2008 Annual Research Report
  • [Presentation] Analysis of Pedestrian Navigation using Cellular Phones2007

    • Author(s)
      Yuu Nakajima, Takatoshi Oishi and Toru Ishida
    • Organizer
      Pacific Rim International Conference on Multi-Agents (PRIMA-07)(5044)
    • Place of Presentation
      Bangkoku, Thailand. Lecture Notes in Artificial Intelligence(Springer-Verlag)(2009)
    • Year and Date
      2007-11-23
    • Related Report
      2008 Final Research Report
  • [Presentation] Learning Driver's Model Using Hypothetical Reasoning2007

    • Author(s)
      Yusuke Tanaka, Yuu Nakajima and Toru Ishida
    • Organizer
      Pacific Rim International Conference on Multi-Agents (PRIMA-07)(5044)
    • Place of Presentation
      Bangkoku, Thailand. Lecture Notes in Artificial Intelligence(Springer-Verlag)(2009)
    • Year and Date
      2007-11-22
    • Related Report
      2008 Final Research Report
  • [Presentation] An Agent Modeling Method Based on Scenario Rehearsal for Multiagent Simulation2007

    • Author(s)
      Shohei Yamane and Toru Ishida
    • Organizer
      Pacific Rim International Conference on Multi-Agents (PRIMA-07)(5044)
    • Place of Presentation
      Bangkoku, Thailand. Lecture Notes in Artificial Intelligence(Springer-Verlag)(2009)
    • Year and Date
      2007-11-21
    • Related Report
      2008 Final Research Report
  • [Presentation] 携帯電話による歩行者の遠隔誘導の分析.2007

    • Author(s)
      中島悠, 大石隆俊, 石田亨.
    • Organizer
      合同エージェントワークショップ&シンポジウム2007 (JAWS-07)
    • Place of Presentation
      沖縄県宜野湾市
    • Year and Date
      2007-10-30
    • Related Report
      2007 Annual Research Report
  • [Presentation] 仮説推論を用いた運転者モデルの学習.2007

    • Author(s)
      田中 祐介, 中島悠, 石田亨.
    • Organizer
      第21回人工知能学会全国大会
    • Place of Presentation
      宮崎県宮崎市
    • Year and Date
      2007-06-21
    • Related Report
      2007 Annual Research Report
  • [Presentation] マルチエージェントシステムのためのシナリオリハーサル.2007

    • Author(s)
      山根昇平, 石田 亨.
    • Organizer
      第21回人工知能学会全国大会
    • Place of Presentation
      宮崎県宮崎市
    • Year and Date
      2007-06-20
    • Related Report
      2007 Annual Research Report
  • [Presentation] Agent Coordination by Trade-off between Locally Diffusion Effects and Socially Structural Influences.2007

    • Author(s)
      Yichuan Jiang, Jiuchuan Jiang and Toru Ishida.
    • Organizer
      International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-07),
    • Place of Presentation
      Honolulu, Hawai
    • Year and Date
      2007-05-16
    • Related Report
      2007 Annual Research Report
  • [Presentation] GPS携帯電話を用いた誘導支援システムの実装とその評価.2007

    • Author(s)
      神部洋介, 中島悠, 石田亨.
    • Organizer
      電子情報通信学会 知識処理と人工知能研究会・知能ソフトウェア工学合同研究会(AI2006-74 KBSE2006-82)
    • Place of Presentation
      東京都
    • Year and Date
      2007-03-28
    • Related Report
      2007 Annual Research Report
  • [Presentation] Introduction to Scenario Description language Q2007

    • Author(s)
      Toru Ishida and Shohei Yamane
    • Organizer
      International Conference on Informatics Research for Development of Knowledge Society Infrastructure (ICKS-07)(pp. 137-144)
    • Place of Presentation
      Kyoto, JAPAN
    • Year and Date
      2007-01-29
    • Related Report
      2008 Final Research Report
  • [Presentation] Introduction to Scenario Description language Q.2007

    • Author(s)
      Toru Ishida and Shohei Yamane.
    • Organizer
      International Conference on Informatics Research for Development of Knowledge Society Infrastructure (ICKS-07), IEEE Computer Society,
    • Place of Presentation
      Kyoto, Japan
    • Year and Date
      2007-01-29
    • Related Report
      2007 Annual Research Report
  • [Presentation] Disaster Evacuation Guide : Using a Massively Multiagent Server and GPS Mobile Phones2007

    • Author(s)
      Yuu Nakajima, Hironori Shiina, Shohei Yamane, Hirofumi Yamaki and Toru Ishida
    • Organizer
      IEEE/IPSJ Symposium on Applications and the Internet (SAINT-07)(pp. 2-8)
    • Place of Presentation
      Hiroshima, JAPAN
    • Year and Date
      2007-01-17
    • Related Report
      2008 Final Research Report
  • [Presentation] A Model for Collective Strategy Diffusion in Agent Social Law Evolution2007

    • Author(s)
      Yichuan Jiang and Toru Ishida
    • Organizer
      International Joint Conference on Artificial Intelligence (IJCAI-07)
    • Place of Presentation
      Hyderabad, India
    • Year and Date
      2007-01-11
    • Related Report
      2008 Final Research Report
  • [Presentation] Augmented Experiment : Participatory Design with Multiagent Simulation2007

    • Author(s)
      Toru Ishida, Yuu Nakajima, Yohei Murakami and Hideyuki Nakanishi
    • Organizer
      International Joint Conference on Artificial Intelligence (IJCAI-07)(pp. 1341-1346)
    • Place of Presentation
      Hyderabad, India
    • Year and Date
      2007-01-11
    • Related Report
      2008 Final Research Report
  • [Presentation] Meta-level Control Architecture for Massively Multiagent Simulations2006

    • Author(s)
      Shohei Yamane and Toru Ishida
    • Organizer
      Winter Simulation Conference (WSC-06)
    • Place of Presentation
      Monterey, California, USA
    • Year and Date
      2006-11-05
    • Related Report
      2008 Final Research Report
  • [Presentation] Caribbean/Q : A Massively Multi-Agent Platform with Scenario Description2006

    • Author(s)
      Yuu Nakajima, Hironori Shiina, Shohei Yamane, Hirofumi Yamaki and Toru Ishida
    • Organizer
      International Conference on Semantics, Knowledge and Grid (SKG-06)
    • Place of Presentation
      Guilin, CHINA
    • Year and Date
      2006-11-03
    • Related Report
      2008 Final Research Report
  • [Presentation] A Hybrid Negotiation Mechanism among Agent Strategies2006

    • Author(s)
      Yichuan Jiang and Toru Ishida
    • Organizer
      International Conference on Semantics, Knowledge and Grid (SKG-06)
    • Place of Presentation
      Guilin, CHINA
    • Year and Date
      2006-11-03
    • Related Report
      2008 Final Research Report
  • [Presentation] Coordination of Concurrent Scenarios in Multi-Agent Interaction. Pacific Rim International Workshop on Multi-Agents2006

    • Author(s)
      Rie Tanaka, Hideyuki Nakanishi and Toru Ishida
    • Organizer
      Lecture Notes in Artificial Intelligence
    • Place of Presentation
      Guilin, CHINA
    • Year and Date
      2006-08-08
    • Related Report
      2008 Final Research Report
  • [Presentation] Concurrent Agent Social Strategy Diffusion with the Unification Trend. Pacific Rim International Workshop on Multi-Agents (PRIMA-06)2006

    • Author(s)
      Yichuan Jiang, Toru Ishida
    • Organizer
      Lecture Notes in Artificial Intelligence
    • Place of Presentation
      Guilin, CHINA
    • Year and Date
      2006-08-08
    • Related Report
      2008 Final Research Report
  • [Presentation] Modeling Agents and Interactions in Agricultural Economics2006

    • Author(s)
      Daisuke Torii, Toru Ishida and Francois Bousquet
    • Organizer
      International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-06)
    • Place of Presentation
      Hakodate, JAPAN
    • Year and Date
      2006-05-10
    • Related Report
      2008 Final Research Report
  • [Presentation] Community-Based Load Balancing for Massively Multi-Agent Systems2006

    • Author(s)
      Naoki Miyata and Toru Ishida
    • Organizer
      Massively multi-agent systems ,(MMAS2006)
    • Place of Presentation
      Hakodate, JAPAN
    • Year and Date
      2006-05-09
    • Related Report
      2008 Final Research Report
  • [Presentation] Evolve Individual Agent Strategies to Global Social Law by Hierarchical Immediate Deffusion. Massively multi-agent systems2006

    • Author(s)
      Naoki Miyata and Toru Ishida
    • Organizer
      Massively Multi-Agent Techonology, Lecture Notes in Artificial Intelligence, 5043, Springer-Verlag
    • Place of Presentation
      Hakodate, JAPAN
    • Year and Date
      2006-05-09
    • Related Report
      2008 Final Research Report
  • [Book] The Advancement of World Digital Cities. Handbook on Ambient Intelligence and Smart Environments2009

    • Author(s)
      Mika Yasuoka, Toru Ishida and Alessandro Aurigi
    • Publisher
      Springer-Verlag
    • Related Report
      2008 Final Research Report
  • [Book] Virtual Cities for Simulating Smart Urban Public Spaces. Urban Informatics : Community Integration and Implementation. F. Marcus Ed. Handbook of Research on Urban Informatics2008

    • Author(s)
      Hideyuki Nakanishi, Toru Ishida and Satoshi Koizumi
    • Publisher
      The Practice and Promise of the Real-Time City. Information Science Reference, IGI Global
    • Related Report
      2008 Final Research Report
  • [Book] Virtual Cities for Simulating Smart Urban Public Spaces. Urban Informatics : Community Integration and Iiplementation. F. Marcus Ed. Handbook of Research on Urban Informatics : The Practice and Promise of the Real-Time City, pp. 256-268.2008

    • Author(s)
      Hideyuki Nakanishi, Toru Ishida, Satoshi Koizumi.
    • Total Pages
      506
    • Publisher
      Information Science Reference
    • Related Report
      2008 Annual Research Report
  • [Remarks] 報道関連「交通シミュレート技術.日本IBM と京大,共同開発」, フジサンケイビジネスアイ2008年6月11日. /「交通状況ミクロに予測.日本IBM, 京大と開発」,日刊工業新聞2008年6月11日, 10 面./「車数百万台個別に再現.交通量・CO2 を予測」, 日経産業新聞2008年6月11日, 11 面./「デジタル都市で未来占う」,日本経済新聞, 2007年6月17日(日)朝刊31 面, かがくCafe

    • Related Report
      2008 Final Research Report
  • [Remarks]

    • URL

      http://www.ai.soc.i.kyoto-u.ac.jp/publications/research_report/kibanA_report_2006_2008.pdf

    • Related Report
      2008 Final Research Report
  • [Remarks]

    • URL

      http://www.ai.soc.i.kyoto-u.ac.jp/publications/research_report/kibanA_report_2006_2008.pdf

    • Related Report
      2008 Annual Research Report

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Published: 2006-04-01   Modified: 2016-04-21  

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