Regularity and Adaptation Process on Travel Behaviour: Longitudinal Analysis Using Smartcard data

• Project/Area Number: 23656312
• Research Category: Grant-in-Aid for Challenging Exploratory Research
• Allocation Type: Multi-year Fund
• Research Field: Civil engineering project/Traffic engineering
• Research Institution: Gifu University
• Principal Investigator: KURAUCHI Fumitaka 岐阜大学, 工学部, 教授 (10263104)
• Co-Investigator(Kenkyū-buntansha): JAN-DIRK Schmocker 京都大学, 大学院・工学研究科, 准教授 (70467017) ; SHIMAMOTO Hiroshi 京都大学, 大学院・工学研究科, 講師 (90464304)
• Project Period (FY): 2011 – 2012
• Project Status: Completed (Fiscal Year 2012)
• Budget Amount: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000); Fiscal Year 2012: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000); Fiscal Year 2011: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
• Keywords: 交通工学 / 経路選択 / ネットワーク理論 / 交通ICカード / 規則性 / 順応プロセス / 変動 / 時系列解析

Research Abstract

This study aims at understanding individual travel regularity/irregularity and adaptation process by large impact by using smartcard data. The regularity on travel behavior was investigated by using smartcard data, and we identified the factors which may influence regularity of travel behavior. Adaptation behavior after transport impact is also modeled. We consider the mass effect and temporal change of public transport use is discussed. As a result, the model suggests that the mass effect may not always contribute to promote public transport use. The benefit of using smartcard data for travel behavioral analysis is also expressed.

Research Products

• [Journal Article] 交通ICカードを用いたバスサービス評価に関する研究 (2013)
  • Author(s): Nguyen, T. T.,倉内文孝
  • Journal Title: 土木計画学研究・講演集 Volume: Vol. 47,CD-ROM
• [Journal Article] Estimation of Transit Hyperpaths with Smartcard data (2013)
  • Author(s): Schmocker, J.-D., Shimamoto, H. andKurauchi, F
  • Journal Title: 土木計画学研究 ・講演集 Volume: Vol. 47, CD-ROM
• [Journal Article] IC カードデータを用いた公共交通利用者の行動変動分析 (2013)
  • Author(s): 北脇徹, 嶋本寛,宇野伸宏,中村俊之
  • Journal Title: 土木計画学研究 ・講演集 Volume: Vol. 47,CD-ROM
• [Journal Article] Dynamic Process Model of Mass Effects (2013)
  • Author(s): Schmocker, J.-D., Hatori, T. and Watling, D
  • Journal Title: Transportation, accepted for publication Volume: 41 Issue: 2 Pages: 279-304
  • DOI: 10.1007/s11116-013-9460-y
  • Peer Reviewed
• [Journal Article] The impact of irregular headways on seat availability (2013)
  • Author(s): Babei, M., Schmocker, J.-D. and ShariatMohaymanya, A
  • Journal Title: Transportmetrica, accepted for publication
  • Peer Reviewed
• [Journal Article] Generation and Calibration of Transit Hyperpaths (2013)
  • Author(s): Schmocker, J.-D., Shimamoto, H. andKurauchi, F.
  • Journal Title: Procedia - Social and Behavioral Sciences, accepted for publication
  • NAID: 120005357090
  • Peer Reviewed
• [Journal Article] Generation and Calibration of Transit Hyperpaths (2013)
  • Author(s): Schmoecker, J-D., Shimamoto, H. and Kurauchi, F.
  • Journal Title: Procedia - Social and Behavioral Sciences Volume: In press
  • NAID: 120005357090
  • Peer Reviewed
• [Journal Article] Dynamic Process Model of Mass Effects (2013)
  • Author(s): Schmoecker, J.-D., Hatori, T. and Watling, D.
  • Journal Title: Transportation Volume: In press
  • Peer Reviewed
• [Journal Article] The impact of irregular headways on seat availability (2013)
  • Author(s): Babei, M., Schmoecker, J.-D. and Shariat-Mohaymanya, A.
  • Journal Title: Transportmetrica Volume: In press
  • Peer Reviewed
• [Journal Article] Estimation of Weights of Times and Transfers for Hyperpath Travellers (2013)
  • Author(s): Kurauchi, F., Schmoecker, J.-D., Fonzone, A., Hemdam, S.M.H., Shimamto, H., and Bell, M.G.H.
  • Journal Title: Transportation Research Record Volume: 2284 Issue: 1 Pages: 89-99
  • DOI: 10.3141/2284-11
  • Peer Reviewed
• [Journal Article] Understanding Demand/ Supply Variations on Transit Network Using Smartcard Data (2012)
  • Author(s): Kurauchi, F., Schmocker, J.-D. and Shimamoto, H
  • Journal Title: Proceedings of the 5th International Symposium on Transportation Network Reliability Pages: 1011-1024
• [Journal Article] 車両容量と路線相関を考慮した乗客配分モデルを用いた公共交通の所要時間信頼性評価 (2012)
  • Author(s): 嶋本寛, 倉内文孝, Schmocker, J.-D
  • Journal Title: 土木学会論文集D3 Volume: Vol. 68, No.5
  • NAID: 120006342129
  • Peer Reviewed
• [Journal Article] 交通ICカードデータを用いた公共交通利用者行動分析の可能性 (2012)
  • Author(s): 嶋本寛, 倉内文孝, Schmocker, J.-D., Luo, H. and Hassan, S
  • Journal Title: 土木計画学研究・講演集 Volume: Vol. 45,CD-ROM
• [Journal Article] Estimation of Weights of Times and Transfers for Hyperpath Travellers (2012)
  • Author(s): Kurauchi, F., Schmocker, J.-D., Fonzone, A., Hemdam, S.M.H., Shimamto, H., and Bell, M.G.H
  • Journal Title: Transportation Research Record Volume: 2284 Pages: 89-99
  • Peer Reviewed
• [Journal Article] Optimisation of a Bus Network Configuration and Frequency Considering the Common Lines Problem (2012)
  • Author(s): Shimamoto, H., Schmocker, J.-D. andKurauchi, F
  • Journal Title: Journal of Transportation Technologies Volume: 2(3) Pages: 220-229
  • Peer Reviewed
• [Journal Article] Changes in Land Use, Socioeconomic Indices, and the Transportation System in Gifu City and their Relevance during the Late 20th Century (2012)
  • Author(s): Guo, M. and Kurauchi, F.
  • Journal Title: Open Journal of Civil Engineering Volume: 2(3) Issue: 03 Pages: 183-192
  • DOI: 10.4236/ojce.2012.23024
  • Peer Reviewed
• [Journal Article] 車両容量と路線相関を考慮した乗客配分モデルを用いた公共交通の所要時間信頼性評価 (2012)
  • Author(s): 嶋本寛，倉内文孝，Schmoecker, J.-D
  • Journal Title: 土木学会論文集D3 Volume: Vol. 68, No.5
  • NAID: 120006342129
  • Peer Reviewed
• [Journal Article] スマートカードデータを用いた公共交通利用者行動分析の可能性 (2012)
  • Author(s): 嶋本寛，倉内文孝，Schmoecker, Jan-Dirk，羅罕勛，Hassan, Seham
  • Journal Title: 土木計画学研究・講演集 Volume: 45
• [Journal Article] 地域生活交通サービス計画支援システムの構築 (2012)
  • Author(s): 坂穂崇，倉内文孝
  • Journal Title: 土木計画学研究・講演集 Volume: 46
• [Journal Article] Changes in Land Use, Transportation System and the Mobility in Gifu by Using Historical Map, Statistics and Personal Trip Survey Data (2012)
  • Author(s): Guo, M. and Kurauchi, F.
  • Journal Title: 土木計画学研究・講演集 Volume: 46
• [Journal Article] Estimation of Weights of Times and Transfers for Hyperpath Travellers (2012)
  • Author(s): Kurauchi, F. Schmoecker, J.-D., Fonzone, A., Hemdam, S.M.H., Shimamoto, H. and Bell, M.G.H.
  • Journal Title: Transportation Research Record Volume: In Press
  • Peer Reviewed
• [Journal Article] Frequency-based Transit Assignment Considering Seat Capacities (2011)
  • Author(s): Schmocker, J.-D., Fonzone, A., Bell, M.G.H., Kurauchi, F. and Shimamoto, H
  • Journal Title: Transportation Research, Part B Volume: Vol. 45, Issue 2 Issue: 2 Pages: 392-408
  • DOI: 10.1016/j.trb.2010.07.002
  • Peer Reviewed
• [Journal Article] Passengers' Hyperpath Choice Behaviour Observation on Transit Network Using Smartcard Data (2011)
  • Author(s): Hassan, S. M., Sheng-YU, C., Schmocker, J.-D., Kurauchi, F. and Fukuda, D
  • Journal Title: 土木計画学研究・講演集 Volume: Vol. 43,CD-ROM
• [Journal Article] 生活交通サービスの持つ多様な機能とその評価方法の整理 (2011)
  • Author(s): 山川央,倉内文孝,坂穂崇
  • Journal Title: 土木計画学研究・講演集 Volume: Vol. 44,CD-ROM
• [Presentation] 交通ICカードを用いた利用者分類と降雨時の行動変化に関する研究" (2013)
  • Author(s): Nguyen Thanh Tinh,倉内文孝
  • Organizer: 平成24年度土木学会中部支部研究発表会講演概要
  • Place of Presentation: 愛知
• [Presentation] Evaluation of Service Punctuality of London Buses Using the Bus Travel Log Data (2012)
  • Author(s): Luo, H., Shimamoto, H., Kurauchi, F., and Schmocker, J.-D
  • Organizer: 17th International Conference of Hong Kong Society for Transportation and Traffic Studies
  • Place of Presentation: 香港
• [Presentation] Strategy Choice in Transit Networks (2012)
  • Author(s): Fonzone, A. , Schmocker, J.-D., Kurauchi, F.and Hassan, S. M
  • Organizer: paper presented at Conference on Advanced Systems for Public Transport, Santiago
  • Place of Presentation: Chile
• [Presentation] Empirical analysis on passengers' hyperpath construction by smart card data (2012)
  • Author(s): Kurauchi, F., Schmocker, J.-D., Shimamoto, H. and Hassan, S. M
  • Organizer: paper presented at Conference on Advanced Systems for Public Transport
  • Place of Presentation: Santiago, Chile
• [Presentation] 生活交通サービス導入・再編のための運行計画支援システムの構築 (2012)
  • Author(s): 坂穂崇,倉内文孝
  • Organizer: 平成23年度土木学会中部支部研究発表会講演概要
  • Place of Presentation: 長野
• [Presentation] 期待一般化費用最小経路群探索による岐阜市バスネットワークのサービスレベル評価 (2012)
  • Author(s): 山内慎,倉内文孝,坂穂崇
  • Organizer: 平成23年度土木学会中部支部研究発表会講演概要
  • Place of Presentation: 長野
• [Presentation] Understanding Demand/Supply Variations on Transit Network Using Smartcard Data (2012)
  • Author(s): Kurauchi, F., Schmoecker, J.-D. and Shimamto, H.
  • Organizer: 5th International Symposium on Transportation Network Reliability
  • Place of Presentation: 香港（中国）
• [Presentation] Empirical analysis on passengers’ hyperpath construction by smart card data (2012)
  • Author(s): Fumitaka Kurauchi, Jan-Dirk Schmoecker, Hirosi Shimamoto, Seham M. Hassan
  • Organizer: 12th Conference on Advanced Systems for Pubic Transport
  • Place of Presentation: Santiago (Chile)
• [Presentation] Strategy choice in transit networks (2012)
  • Author(s): Achille Fonzone, Jan-Dirk Schmoecker, Fumitaka Kurauchi, Seham M. Hassan
  • Organizer: 12th Conference on Advanced Systems for Pubic Transport
  • Place of Presentation: Santiago (Chile)
• [Presentation] Evaluation of Service Punctuality of London Buses Using the Bus Travel Log Data (2012)
  • Author(s): Luo, H., Shimamoto, H., Kurauchi, F. and Schmoecker, J.-D.
  • Organizer: The 17th HKSTS International Conference
  • Place of Presentation: 香港（中国）
• [Presentation] Optimisation of a Bus Network Configuration Considering the Common Lines Problem (2012)
  • Author(s): Shimamto, H., Schmoecker, J.-D. and Kurauchi, F.
  • Organizer: 91st Annual Meeting of the Transportation Research Board
  • Place of Presentation: Washington D. C.
• [Presentation] 期待一般化費用最小経路群探索による岐阜市バスネットワークのサービスレベル評価 (2012)
  • Author(s): 山内慎，倉内文孝，嶋本寛
  • Organizer: 平成23年度土木学会中部支部研究発表会講演概要集
  • Place of Presentation: 長野市
• [Presentation] Passengers’ Hyperpath Choice Behavior Observation on Transit Network Using Smartcard Data (2012)
  • Author(s): Hassan, S. M., Sheng-YU, C., Schmöcker, J.-D. Kurauchi, F. and Fukuda, D.
  • Organizer: 第43回土木計画学研究発表会
  • Place of Presentation: つくば市
• [Presentation] Commuters' Route Choice Behavior in a Transit Network Based on London's Oystercard Data (2011)
  • Author(s): Hassan, S.M., Sheng-Yu, C., Kurauchi, F., , Fukuda, D. and Shimamoto, H
  • Organizer: Paper presented at BiNs (Behavior in Networks)
  • Place of Presentation: workshop, Seoul, South Korea