• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

A Model Analysis of Travel Behavior Changes by Advanced Traveler Information Systems and Their Implications to Transportation Planning

Research Project

Project/Area Number 11450193
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field 交通工学・国土計画
Research InstitutionNagoya University

Principal Investigator

MORIKAWA Takayuki  Grad. School of Eng, Nagoya Univ., Professor, 工学研究科, 教授 (30166392)

Co-Investigator(Kenkyū-buntansha) KURAUCHI Shinya  Grad. School of Eng, Nagoya Univ., Research Assoc., 工学研究科, 助手 (90314038)
KAWAKAMI Shogo  Grad. School of Eng, Nagoya Univ., Professor, 工学研究科, 教授 (60023058)
佐々木 邦明  山梨大学, 工学部, 助教授 (30242837)
Project Period (FY) 1999 – 2000
Project Status Completed (Fiscal Year 2001)
Budget Amount *help
¥5,500,000 (Direct Cost: ¥5,500,000)
Fiscal Year 2000: ¥2,200,000 (Direct Cost: ¥2,200,000)
Fiscal Year 1999: ¥3,300,000 (Direct Cost: ¥3,300,000)
KeywordsAdvanced Traveler Information System / Travel Behavior Analysis / Transportation Planning / EquilibriumTraffic Assignment / Imperfect Information / 交通手段選択 / リンクパフォーマンス関数 / 交通流シミュレーション
Research Abstract

This research investigated the impact of travel information provision on micro level, that is, individual's travel behavior, and macro level, transportation network of metropolitan area. Firstly, we developed a methodology to quantitatively evaluate the impact of traveler's pre-trip information considering transaction cost for travel behavior changes. The transaction cost was defined as the difference of expected utilities which are observed before and after travel behavior changes, and was estimated using a discrete choice model which represents mode choice behavior with and without the information on travel time respectively. We, then, developed a discrete choice model that incorporates non-compensatory decision making rules and attribute cutoff to explicitly consider the individual's information-processing capability. The model was empirically applied to the travel mode choice behavior under on-route traveler's information, and the result showed that the proposed model was superior … More in both reproducibility and prediction to the existing model in which an utility maximizing decision maker is assumed.
Next, we investigated the impact of advanced traveler information system on transportation network demand of Chukyo metropolitan area using equilibrium assignment model. Two different approaches were proposed to relax the assumption of driver's perfect information. From the viewpoint that the actual route demand is equilibrate not in travel time level but in utility level, we first developed a methodology to amend link performance function in order to incorporate many unobservable factors other than travel time and cost. This method was empirically applied and the goodness-of-fit, especially in off-peak period, was dramatically increased. We, then, developed an equilibrium assignment method considering heterogeneity of network perception. More specifically, drivers were divided into different categories according to his/her cognitive level on the network configuration and travel time, and were assigned using different principle. The proposed model was applied changing the composition ratio of each categories, and the result showed that the goodness-of fit was the highest in the situation where about 20% of drivers chose his/her route with imperfect information. Finally, we estimated the user benefit of the advanced traveler information system that provides the shortest path information to the drivers. Less

Report

(3 results)
  • 2001 Final Research Report Summary
  • 2000 Annual Research Report
  • 1999 Annual Research Report
  • Research Products

    (20 results)

All Other

All Publications (20 results)

  • [Publications] 倉内慎也, 森川高行, 岡田良之, 佐々木邦明: "プレトリップ情報提供下における短期的交通行動変更抵抗のモデル分析"土木計画学研究・論文集. No.16. 763-768 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 井ノ口弘昭, 河上省吾, 荻野弘: "ファジィ的ニューラルネットワークを用いた微視的道路交通シミュレーションモデルの開発"土木計画学研究・論文集. No.16. 911-918 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 倉内慎也, 森川高行, 中山隆: "補償型・非補償型意志決定ルールを同時に考慮した交通手段選択モデル"土木計画学研究・講演集. No.22(1). 389-392 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 金森亮, 河上省吾: "高速道路を含む道路網における配分交通量予測法の比較"土木学会第54回年次学術講演会講演概要集. 第4部. 712-713 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Kurauchi, S., Morikawa, T.: "Discrete Choice Model with Latent Classes Considering Heterogeneity of Decision Making Rules"Paper Presented at 9^<th> International Association for Travel Behaviour Research Conference, Gold Coast, Australia. (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 三村健太郎, 森川高行, 三輪富生: "都市圏レベルの均衡配分手法の適用性とリンクパフォーマンス関数の修正に関する研究"土木学会第55回年次学術講演会講演概要集. CD-ROM (第4部). (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 小林圭, 森川高行: "情報の不完全性を考慮したネットワーク配分手法と情報提供効果に関する研究"土木学会第56回年次学術講演会講演概要集. CD-ROM (第4部). (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Kurauchi, S., Morikawa, T., Okada, Y. and Sasaki, K.: "A Model Analysis of Travel Behavior Changes with Pre-Trip Information Provision Considering Transaction Cost"Infrastructure Planning Review, JSCE. No. 16. 763-768 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Inokuchi, H., Kawakami, S. and Ogino, H.: "Development of Microscopic Road Traffic Simulation Model by Using Fuzzy Neural Network"Infrastructure. Planning Review, JSCE. No. 16. 911-918 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Kurauchi, S., Morikawa, T. and Nakayama, T.: "Travel Mode Choice Model Including Both Compensatory and Non-compensatory Decision Making Rules"Proc. of Infrastructure Planning, JSCE. No. 22(1). 389-392 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Kanamori, R. and Kawakami, S.: "A Comparison of Traffic Assignment Models for Road Network with Expressway"Proc. of the 54th Annual Conference of the JSCE. No. 4. 712-713 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Kurauchi, S. and Morikawa, I.: "Discrete Choice Model with Latent Classes Considering Heterogeneity of Decision Making Rules"Paper Presented at 9 International Association for Travel Behaviour Research Conference, Gold Coast, Australia. (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Mimura, K., Morikawa, T. and Miwa, T.: "Empirical Analysis of Equilibrium Traffic Assignment Methods for Large-scale Road Network and Theoretical Amendment of Link Performance Function"Proc. of the 55^<th> Annual Conference of the JSCE. (CD-ROM). (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Kobayashi, K. and Morikawa, T.: "Traffic Assignment Considering Heterogeneity of Network Perception"Proc. of the 56^<th> Annual Conference of the JSCI. (CD-ROM). (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 三村健太郎: "都市圏レベルの均衡配分手法の適用性とリンクパフォーマンス関数の修正に関する研究"土木学会第55回年次学術講演会講演概要集. 第4部(CD-ROM). (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Kurauchi,Shinya: "Discrete Choice Model with Latent Classes Considering Heterogeneity of Decision Making Rules"Paper Presented at 9^<th> International Association for Travel Behaviour Research Conference, Gold Coast, Australia. (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 倉内慎也: "プレトリップ情報提供下における短期的交通行動変更抵抗のモデル分析"土木計画学研究・論文集. 16. 763-768 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 井ノ口弘昭: "ファジィ的ニューラルネットワークを用いた微視的道路交通シミュレーションモデルの開発"土木計画学研究・論文集. 16. 911-918 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 倉内慎也: "補償型・非補償型意思決定ルールを同時に考慮した交通手段選択モデル"土木計画学研究・講演集. 22(1). 389-392 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 金森亮: "高速道路を含む道路網における配分交通量予測法の比較"土木学会第54回年次学術講演会講演概要集. 第4部. 712-713 (1999)

    • Related Report
      1999 Annual Research Report

URL: 

Published: 1999-04-01   Modified: 2016-04-21  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi