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DEVELOPMENT OF A BUS OPERATION PLANNING METHOD USING ROUTE SEARCH RECORDS

Research Project

Project/Area Number 17K06600
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Civil engineering project/Traffic engineering
Research InstitutionTottori University

Principal Investigator

KUWANO Masashi  鳥取大学, 工学研究科, 教授 (70432680)

Co-Investigator(Kenkyū-buntansha) 福山 敬  鳥取大学, 工学研究科, 教授 (30273882)
谷本 圭志  鳥取大学, 工学研究科, 教授 (20304199)
菅原 一孔  鳥取大学, 工学研究科, 教授 (90149948)
Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2019: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2018: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2017: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Keywords経路検索システム / 検索履歴 / ビッグデータ / バス時刻表 / 地方都市 / 損失時間 / 移動希望 / 経路検索サービス / 検索ログデータ / 事前検索時間 / バス運行計画 / ログデータ / 起終点 / 交通計画 / 中小都市
Outline of Final Research Achievements

In the public transit navigator system, the user’s search behaviors, such as the requested departure place and destination and what time to move, is recorded as log data. The inputted conditions in the public transit navigator system represent the user’s real desire for their movement that is not bound by the current timetable status of public transportations. Using the log data of “Bus-Net”, which is a public transit navigator system introduced in Tottori Prefecture, this study grasps the traffic characteristics of Tottori city and verifies factors that influence the length of prior search time. Moreover, this study proposes a methodology for designing the timetable of the bus according to the searcher’s requests using the log data.

Academic Significance and Societal Importance of the Research Achievements

アンケート調査や交通系ICカードの利用履歴などで得た公共交通利用者の交通実態データを用いて公共交通の需要分析や運行計画の設計が行われてきた.しかし,サービス水準が低い地域においては,利用者の選好が実際の行動として顕在化されるとはいえず,いつ,どこに移動したいかという潜在的なニーズを現状の行動から把握することは難しい.本研究は,経路検索システムの検索履歴データによる潜在的な利用者ニーズの抽出方法と,それに応じたバス運行計画の立案方法を提案した.

Report

(4 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Research-status Report
  • 2017 Research-status Report
  • Research Products

    (22 results)

All 2020 2019 2018 2017

All Journal Article (10 results) (of which Peer Reviewed: 10 results,  Open Access: 6 results) Presentation (12 results)

  • [Journal Article] BUS TIMETABLE DESIGN USING ROUTE SEARCH RECORD2020

    • Author(s)
      桑野 将司, 秋元 美穂奈, 細江 美欧, 古川 ゆり, 菅原 一孔
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 75 Issue: 6 Pages: I_501-I_511

    • DOI

      10.2208/jscejipm.75.6_I_501

    • NAID

      130007829601

    • ISSN
      2185-6540
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] RELATIONSHIPS BETWEEN PEDESTRIAN FLOW AND SPATIAL CONFIGURATIONS BASED ON STRUCTURES OF STREET NETWORKS AND LAND USE CHARACTERISTICS IN CITY CENTERS2020

    • Author(s)
      大平 悠季, 中村 茉樹, 福山 敬, 桑野 将司
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 75 Issue: 6 Pages: I_317-I_327

    • DOI

      10.2208/jscejipm.75.6_I_317

    • NAID

      130007829541

    • ISSN
      2185-6540
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Method for Feasibility Analysis of Joint Transportation Services for Passengers and Packages by Taxi2019

    • Author(s)
      谷本圭志,小澤陽
    • Journal Title

      Journal of the City Planning Institute of Japan

      Volume: 54 Issue: 3 Pages: 665-671

    • DOI

      10.11361/journalcpij.54.665

    • NAID

      130007742060

    • ISSN
      0916-0647, 2185-0593
    • Year and Date
      2019-10-25
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] An Analysis of Prior Search Time using Route Search Record2019

    • Author(s)
      古川 ゆり、桑野 将司、秋元 美穂奈、菅原 一孔
    • Journal Title

      JSTE Journal of Traffic Engineering

      Volume: 5 Issue: 2 Pages: A_184-A_192

    • DOI

      10.14954/jste.5.2_A_184

    • NAID

      130007595054

    • ISSN
      2187-2929
    • Year and Date
      2019-02-01
    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Statistical Processing of Delay Time of Public Secondary Traffic and its Application to the Operation Plan Rupali Bhattacherjee2019

    • Author(s)
      Toshihiko Sasama, Takao Kawamura, Kazunori Sugahara
    • Journal Title

      Proceedings of the Fourteenth International Conference on Software Engineering Advances (ICSEA2019)

      Volume: - Pages: 198-199

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Travel Pattern Extraction from Smart Card Data using Data Polishing2019

    • Author(s)
      Hosoe Mio、Kuwano Masashi、Moriyama Taku、Miyazaki Kosuke、Ito Masaki
    • Journal Title

      IEEE International Conference on Big Data

      Volume: なし Pages: 3563-3572

    • DOI

      10.1109/bigdata47090.2019.9005450

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Public Transport Smart Card Data Analysis Using Tucker Decomposition2019

    • Author(s)
      Hosoe Mio、Kuwano Masashi
    • Journal Title

      Proceedings of the 23rd Asia Pacific Symposium on Intelligent and Evolutionary Systems

      Volume: - Pages: 52-66

    • DOI

      10.1007/978-3-030-37442-6_6

    • ISBN
      9783030374419, 9783030374426
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Movement Pattern Extraction from Smart Card Data using Non-negative Tensor Factorization2018

    • Author(s)
      細江 美欧、桑野 将司、谷本 圭志
    • Journal Title

      Journal of the City Planning Institute of Japan

      Volume: 53 Issue: 3 Pages: 1320-1326

    • DOI

      10.11361/journalcpij.53.1320

    • NAID

      130007501237

    • ISSN
      0916-0647, 2185-0593
    • Year and Date
      2018-10-25
    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] COMPARATIVE ANALYSIS OF TOPICS ON MASS MEDIA AND SOCIAL MEDIA IN DISASTER2018

    • Author(s)
      細江 美欧, 桑野 将司, 長曽我部 まどか, 福山 敬, 石井 晃
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 74 Issue: 5 Pages: I_65-I_77

    • DOI

      10.2208/jscejipm.74.I_65

    • NAID

      130007555648

    • ISSN
      2185-6540
    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] ANALYSES ON PASSENGER CHARACTERISTICS USING BUS ROUTE SEARCH RECORDS BASED ON NON-NEGATIVE TENSOR FACTORIZATION2017

    • Author(s)
      桑野将司, 木下 礼央, 福山敬, 谷本 圭志, 菅原 一孔, 川村 尚生
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 73 Issue: 5 Pages: I_569-I_578

    • DOI

      10.2208/jscejipm.73.I_569

    • NAID

      130006286572

    • ISSN
      2185-6540
    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Presentation] 乗継ぎ割引の拡大が利用者に与えた効果の定量的把握に関する一考察2019

    • Author(s)
      宮崎耕輔,桑野将司,伊藤昌毅,谷本圭志
    • Organizer
      第59回土木計画学研究発表会(春大会)
    • Related Report
      2019 Annual Research Report
  • [Presentation] 経路検索履歴データを用いたバス時刻表の設計に関する研究2019

    • Author(s)
      桑野将司,秋元美穂奈,細江美欧,古川ゆり,菅原一孔
    • Organizer
      第59回土木計画学研究発表会(春大会)
    • Related Report
      2019 Annual Research Report
  • [Presentation] 交通系ICカードデータからの交通弱者の移動パターン抽出2019

    • Author(s)
      細江美欧,桑野将司
    • Organizer
      第18回情報科学技術フォーラム
    • Related Report
      2019 Annual Research Report
  • [Presentation] 交通系ICカードからの類似行動の抽出2019

    • Author(s)
      細江美欧,桑野将司,森山卓,宮崎耕輔,伊藤昌毅
    • Organizer
      第60回土木計画学研究発表会(秋大会)
    • Related Report
      2019 Annual Research Report
  • [Presentation] 突発的な検索行動の抽出2019

    • Author(s)
      桑野将司,岩田千加良,森山卓,小田島輝知,細江美欧
    • Organizer
      第22回社会システム部会研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] グラフ研磨を用いた交通系ICカードデータからの移動パターン抽出方法の提案2019

    • Author(s)
      細江 美欧,桑野 将司
    • Organizer
      第3回計算社会科学システムワークショップ
    • Related Report
      2018 Research-status Report
  • [Presentation] スマートカードデータを用いた公共交通の施策実施評価に関する一考察2018

    • Author(s)
      柳原 奨,宮崎 耕輔,桑野 将司,伊藤 昌毅,谷本 圭志
    • Organizer
      第58回土木計画学研究発表会(秋大会)
    • Related Report
      2018 Research-status Report
  • [Presentation] 非負値テンソル因子分析を用いた交通系ICカードデータの乗降履歴データの分析2018

    • Author(s)
      吉永 隆太,桑野 将司,細江 美欧,谷本 圭志
    • Organizer
      第70回土木学会中国支部研究発表会
    • Related Report
      2018 Research-status Report
  • [Presentation] 経路検索履歴データを用いた事前検索時間の分析2018

    • Author(s)
      古川 ゆり,桑野 将司,秋元 美穂奈,菅原 一孔
    • Organizer
      第70回土木学会中国支部研究発表会
    • Related Report
      2018 Research-status Report
  • [Presentation] 非負値テンソル因子分解を用いた災害時におけるメディア分析2017

    • Author(s)
      細江美欧,桑野将司,長曽我部まどか,福山敬,石井晃
    • Organizer
      第16回情報科学技術フォーラム
    • Related Report
      2017 Research-status Report
  • [Presentation] バス乗換案内シテムとその利便性向上へ向けた試み2017

    • Author(s)
      早川 寛人, 笹間 俊彦, 川村 尚生, 菅原 一孔
    • Organizer
      第70回 高度交通システムとスマートコミュニティ(ITS)研究会
    • Related Report
      2017 Research-status Report
  • [Presentation] スマートフォン版バスネットの利便性向上へ向けた試み2017

    • Author(s)
      早川 寛人, 笹間 俊彦, 川村 尚生, 菅原 一孔
    • Organizer
      情報関連学会中国支部第68回連合大会講演論文集
    • Related Report
      2017 Research-status Report

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Published: 2017-04-28   Modified: 2021-02-19  

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