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Estimation of travel contexts from longitudinal behavioural data

Research Project

Project/Area Number 23656318
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Civil engineering project/Traffic engineering
Research InstitutionTokyo Institute of Technology

Principal Investigator

ASAKURA Yasuo  東京工業大学, 大学院・理工学研究科, 教授 (80144319)

Co-Investigator(Kenkyū-buntansha) IRYO Takamasa  神戸大学, 工学(系)研究科(研究院), 教授 (10362758)
KUSAKABE Takahiko  東京工業大学, 大学院・理工学研究科, 助教 (80604610)
Project Period (FY) 2011 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2012: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2011: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords交通工学 / 交通行動分析 / 行動ログデータ
Research Abstract

Recent advances of information technologies enable us to obtain huge and continuous log data on travel behaviour. For example, a survey using GPS equipped mobile phone is often performed. Also the smart card systems used by the payment of transport systems collect huge data on travellers' usage of the transport systems. However, the methodologies of estimating travel contexts from such longitudinal log data are not still established. This study developed the methods to estimate travel contexts from the longitudinal behavioural log data, based on the methods of the natural language processing.

Report

(3 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Research-status Report
  • Research Products

    (16 results)

All 2012 2011 Other

All Journal Article (5 results) (of which Peer Reviewed: 5 results) Presentation (11 results)

  • [Journal Article] 大規模データを用いた情報提供と経路選択行動の実証的分析2012

    • Author(s)
      柳沼秀樹,石田貴志,足立智之,朝倉康夫
    • Journal Title

      第32回交通工学研究発表会論文集

      Pages: 375-379

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Estimation of Behavioural Change of Railway Passengers Using Smart Card Data2012

    • Author(s)
      Yasuo ASAKURA, Takamasa IRYO, Yoshiki NAKAJIMA, and Takahiko KUSAKABE
    • Journal Title

      Public Transport

      Volume: 4 Issue: 1 Pages: 1-16

    • DOI

      10.1007/s12469-011-0050-0

    • Related Report
      2012 Annual Research Report 2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] 都市高速道路のランプ間OD交通量に旅行時間が与える影響の実証分析2011

    • Author(s)
      上田大樹,井料隆雅,朝倉康夫
    • Journal Title

      第31回交通工学研究発表会論文集

      Pages: 147-152

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 都市高速道路のランプ間OD 交通量に旅行時間が与える影響の実証分析2011

    • Author(s)
      上田大樹, 井料隆雅, 朝倉康夫
    • Journal Title

      第31回交通工学研究発表会論文集

      Volume: - Pages: 147-152

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Estimation of Behavioural Change of Railway Passengers Using Smart Card Data

    • Author(s)
      Yasuo ASAKURA,Takamasa IRYO,Yoshiki NAKAJIMA,Takahiko KUSAKABE;
    • Journal Title

      Public Transport

      Volume: VOL:4(1) Pages: 1-16

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Presentation] Empirical Analysis of Demand Fluctuation Caused by Incidental Congestion2012

    • Author(s)
      Takamasa IRYO, Hiroki UEDA Kohei OZASA and Yasuo ASAKURA
    • Organizer
      Proceedings of the 5th International Symposium on Transportation Network Reliability
    • Place of Presentation
      Hong Kong,China
    • Year and Date
      2012-12-19
    • Related Report
      2012 Final Research Report
  • [Presentation] ETC統計データを用いた旅行時間がランプ間OD交通量に与える影響の実証分析2012

    • Author(s)
      上田大樹,井料隆雅,朝倉康夫
    • Organizer
      第46回土木計画学研究発表会.
    • Place of Presentation
      さいたま(埼玉大学)
    • Year and Date
      2012-11-03
    • Related Report
      2012 Final Research Report
  • [Presentation] データフュージョンによる行動データマイニングのための基礎分析2012

    • Author(s)
      日下部貴彦,朝倉康夫
    • Organizer
      第45回土木計画学研究発表会
    • Place of Presentation
      京都(京都大学)
    • Year and Date
      2012-06-01
    • Related Report
      2012 Final Research Report
  • [Presentation] データフュージョンによる行動データマイニングのための基礎分析2012

    • Author(s)
      日下部貴彦, 朝倉康夫
    • Organizer
      第45回土木計画学研究発表会・講演集,
    • Place of Presentation
      京都大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] ETC統計データを用いた旅行時間がランプ間OD交通量に与える影響の実証分析2012

    • Author(s)
      上田大樹,井料隆雅,朝倉康夫
    • Organizer
      第46回土木計画学研究発表会・講演集
    • Place of Presentation
      埼玉大学
    • Related Report
      2012 Annual Research Report
  • [Presentation] 大規模データを用いた情報提供と経路選択行動の実証的分析2012

    • Author(s)
      柳沼秀樹, 石田貴志, 足立智之, 朝倉康夫
    • Organizer
      第32回交通工学研究発表会論文集
    • Place of Presentation
      東洋大学白山第二キャンパス
    • Related Report
      2012 Annual Research Report
  • [Presentation] Empirical Analysis of Demand Fluctuation Caused by Incidental Congestion2012

    • Author(s)
      Takamasa IRYO, Hiroki UEDA, Kohei OZASA and Yasuo ASAKURA
    • Organizer
      Proceedings of the 5th International Symposium on Transportation Network Reliability
    • Place of Presentation
      Hong Kong, China
    • Related Report
      2012 Annual Research Report
  • [Presentation] Behavioural Data Mining for Railway Travellers with Smart Card Data2011

    • Author(s)
      Takahiko KUSAKABE,Yasuo ASAKURA
    • Organizer
      2nd International Workshop on Traffic Data Collection & its Standardisation
    • Place of Presentation
      Brisbane Queensland Australia
    • Year and Date
      2011-09-23
    • Related Report
      2012 Final Research Report
  • [Presentation] 旅行時間信頼性情報による高速道路利用者の行動変化の分析2011

    • Author(s)
      日下部貴彦,辻本洋平,朝倉康夫
    • Organizer
      第43回土木計画学研究発表会
    • Place of Presentation
      つくば(筑波大学)
    • Year and Date
      2011-05-29
    • Related Report
      2012 Final Research Report
  • [Presentation] 旅行時間信頼性情報による高速道路利用者の行動変化の分析2011

    • Author(s)
      日下部 貴彦・辻本 洋平・朝倉 康夫
    • Organizer
      第43回土木計画学研究発表会
    • Place of Presentation
      つくば(筑波大学)
    • Related Report
      2011 Research-status Report
  • [Presentation] Behavioural Data Mining for Railway Travellers with Smart Card Data2011

    • Author(s)
      Takahiko KUSAKABE, Yasuo ASAKURA
    • Organizer
      2nd International Workshop on Traffic Data Collection & its Standardisation
    • Place of Presentation
      Brisbane
    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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