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Simulation and Evaluation of Scalable Demand Transportation using Wireless Network

Research Project

Project/Area Number 23710177
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Social systems engineering/Safety system
Research InstitutionSugiyama Jogakuen University

Principal Investigator

MUKAI Naoto  椙山女学園大学, 文化情報学部, 講師 (30453822)

Project Period (FY) 2011 – 2012
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Fiscal Year 2012: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2011: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywordsデマンド型交通 / タクシープローブデータ / 交通ビッグデータ / 交通システム / デマンド交通 / 無線ネットワーク / プローブデータ / 交通シミュレータ / 車両配送問題
Research Abstract

The objective of this research is to improve the efficiency of demand-based transportation by using collected information of vehicle and customers via the wireless network. At the beginning, we tried to find a correlation between customer demand and other factors (i.e., time zone, a day of the week, and so on) from taxi probe data in 23 wards of Tokyo. We believe that this result will contribute to improve the assignment of vehicles in the city. Moreover, in order to analyze the collected information via network in real-time, we adopted "Hadoop Map Reduce" which is one of the distributed processing software. We realized the online visualization system for vehicle distribution and vehicle flow by using its technology.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (9 results)

All 2013 2012 2011 Other

All Journal Article (6 results) (of which Peer Reviewed: 6 results) Presentation (3 results)

  • [Journal Article] PageRank-based Traffic Simulation Using Taxi Probe Data2013

    • Author(s)
      Naoto Mukai
    • Journal Title

      Proceedings of 17th International Conference in Knowledge Based and Intelligent Information and Engineering Systems (KES2013), Invited Session, 20130900

      Volume: vol.22 Pages: 1156-1163

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Knowledge Discovery from Taxi Probe Information in Tokyo by Using Hadoop Map Reduce2013

    • Author(s)
      Naoto Mukai
    • Journal Title

      Proceedings of 20th ITS World Congress Tokyo 2013, Technical /Scientific Session, 20131000

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] PageRank-based Traffic Simulation Using Taxi Probe Data2013

    • Author(s)
      Naoto Mukai
    • Journal Title

      Proceedings of 17th International Conference in Knowledge Based and Intelligent Information and Engineering Systems

      Volume: 22 Pages: 1156-1163

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Taxi Demand Forecasting Based on Taxi Probe Data by Neural Network2012

    • Author(s)
      Naoto Mukai and Naoto Yoden
    • Journal Title

      Proceedings of the 5th International Conference on Intelligent Interactive Multimedia Systems and Services (IIMSS2012), Invited Session, Gifu, Japan, 20120500

      Pages: 589-597

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Optimization of Charging Station Placement by Using Taxi Probe Data for On-Demand Electrical Bus System2011

    • Author(s)
      Hisashi Kameda and Naoto Mukai
    • Journal Title

      Proceedings of Knowledge-Based and Intelligent Information & Engineering Systems (KES2011), Invited Session, Kaiserslautern, Germany, 20110900

      Volume: Vol.6883 Pages: 606-615

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Optimization of Charging Station Placement by Using Taxi Probe Data for On-Demand Electrical Bus System2011

    • Author(s)
      Hisashi Kameda and Naoto Mukai
    • Journal Title

      Proceedings of Knowledge-Based and Intelligent Information & Engineering Systems (KES2011)

      Volume: 6883 Pages: 606-615

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Presentation] Optimization of Charging Station Placement by Using Taxi Probe Data for On-Demand Electrical Bus System2011

    • Author(s)
      Hisashi Kameda and Naoto Mukai
    • Organizer
      Knowledge-Based and Intelligent Information & Engineering Systems (KES2011)
    • Place of Presentation
      Kaiserslautern, Germany
    • Related Report
      2011 Research-status Report
  • [Presentation] Knowledge Discovery from Taxi Probe Information in Tokyo by Using Hadoop MapReduce

    • Author(s)
      Naoto Mukai
    • Organizer
      20th ITS World Congress Tokyo 2013
    • Place of Presentation
      Tokyo, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] Taxi Demand Forecasting Based on Taxi Probe Data by Neural Network

    • Author(s)
      Naoto Mukai and Naoto Yoden
    • Organizer
      Proceedings of the 5th International Conference on Intelligent Interactive Multimedia Systems and Services (IIMSS2012), pp.589-597
    • Place of Presentation
      Gifu, Japan
    • Related Report
      2012 Research-status Report

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

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