Development of travel behavior survey method using smart mobile devices for improving preference survey

• Project/Area Number: 24760408
• Research Category: Grant-in-Aid for Young Scientists (B)
• Allocation Type: Multi-year Fund
• Research Field: Civil engineering project/Traffic engineering
• Research Institution: Tokyo Institute of Technology
• Principal Investigator: Kusakabe Takahiko 東京工業大学, 理工学研究科, 助教 (80604610)
• Project Period (FY): 2012-04-01 – 2016-03-31
• Project Status: Completed (Fiscal Year 2015)
• Budget Amount: ¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000); Fiscal Year 2015: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000); Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000); Fiscal Year 2013: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000); Fiscal Year 2012: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
• Keywords: 交通行動調査 / 交通工学 / プローブパーソン調査 / 移動体通信 / ネットワーク

Outline of Final Research Achievements

This study develops systems to identify activities in travel behavior and to collect stated preferences corresponding to the activity situations. This study shows that the proposed methods can be used in advanced travel behavior survey using smart phones, and it is also confirmed that the customized questionnaires can be utilizable.

Research Products

• [Journal Article] DATA-ORIENTED APPROACH IN TRANSPORT STUDIES (2015)
  • Author(s): 日下部貴彦
  • Journal Title: Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management) Volume: 71 Issue: 5 Pages: I_21-I_31
  • DOI: 10.2208/jscejipm.71.I_21
  • NAID: 130005114752
  • ISSN: 2185-6540
• [Journal Article] Behavioural Data Mining of Transit Smart Card Data: A Data Fusion Approach (2014)
  • Author(s): Takahiko KUSAKABE and Yasuo ASAKURA
  • Journal Title: Transportation Research Part C: Emerging Technologies Volume: 46 Pages: 179-191
  • DOI: 10.1016/j.trc.2014.05.012
  • Peer Reviewed
• [Journal Article] 都市高速道路における突発事象情報の提供による行動変化のSP調査とその分析 (2013)
  • Author(s): 日下部 貴彦, 社領 沢, 朝倉 康夫
  • Journal Title: 土木学会論文集D3 (土木計画学) Volume: 69(5)
  • NAID: 130004707545
  • Peer Reviewed
• [Presentation] Validation study of naive Bayes probabilistic model for transit passengers’ trip purpose estimation: A case study exploiting detailed Brisbane household travel survey data (2016)
  • Author(s): Takahiko KUSAKABE, Takahiro TSUBOTA, Ashish BHASKAR
  • Organizer: The 95th annual meeting of Transportation Research Board
  • Place of Presentation: Washington, DC, USA
  • Year and Date: 2016-01-10
  • Int'l Joint Research
• [Presentation] 対話して学習するプローブパーソン調査システムの提案 (2015)
  • Author(s): 後藤啓人, 定金乾一郎, 瀬尾亨, 日下部貴彦, 朝倉康夫
  • Organizer: 第13回ITSシンポジウム2015 対話セッション発表論文
  • Place of Presentation: 首都大学東京, 東京
  • Year and Date: 2015-12-03
• [Presentation] 都市・交通のセンシングとこれから (2015)
  • Author(s): 日下部貴彦
  • Organizer: 第13回ITSシンポジウム2015 企画セッション
  • Place of Presentation: 首都大学東京, 東京
  • Year and Date: 2015-12-03
• [Presentation] Data oriented analysis of transit smart card users (2015)
  • Author(s): Takahiko KUSAKABE
  • Organizer: Smartcities international seminar, Sharing experiences from Chile and Japan
  • Place of Presentation: Universidad de Chile, Santiago, Chile
  • Year and Date: 2015-09-04
  • Int'l Joint Research
• [Presentation] Interactive Online Machine Learning Approach for Activity-Travel Survey (2015)
  • Author(s): Takahiko KUSAKABE, Toru SEO, Hiroto GOTO, Yasuo ASAKURA
  • Organizer: The 14th International Conference on Travel Behaviour Research
  • Place of Presentation: Beaumont Estate, Windsor, United Kingdom
  • Year and Date: 2015-07-19
  • Int'l Joint Research
• [Presentation] Continuous Travel Behaviour Data Collection from Smart Devices (2015)
  • Author(s): Takahiko KUSAKABE
  • Organizer: Special Seminar Series on Transportation Planning and Travel Behavioral Analysis (The 2nd International Seminar of Committee of Infrastructure Planning and Management, JSCE in FY2015)
  • Place of Presentation: The University of Tokyo, Tokyo, Japan
  • Year and Date: 2015-06-25
  • Int'l Joint Research
• [Presentation] 学習する対話型交通行動調査アプリの提案 (2015)
  • Author(s): 後藤啓人, 日下部貴彦, 柳原正実, 瀬尾亨, 朝倉康夫
  • Organizer: 情報処理学会第77回全国大会
  • Place of Presentation: 京都大学
  • Year and Date: 2015-03-17 – 2015-03-19
• [Presentation] 交通系常時収集データ活用のためのデータオリエンテッド分析手法 (2015)
  • Author(s): 日下部貴彦
  • Organizer: 防衛施設学会年次フォーラム2015
  • Place of Presentation: ホテルグランドヒル市ヶ谷（東京都）
  • Year and Date: 2015-02-04
• [Presentation] Improving activity-travel survey using on-line machine learning and smartphone-based interactive system (2014)
  • Author(s): Takahiko KUSAKABE, Toru SEO, Hiroto GOTOH and Yasuo ASAKURA
  • Organizer: International Workshop on Activity-Travel Behavior Analysis and Multi-State Supernetwork Modeling
  • Place of Presentation: The Hong Kong Polytechnic University（中国）
  • Year and Date: 2014-12-16
• [Presentation] データオリエンテッド交通研究 (2014)
  • Author(s): 日下部貴彦
  • Organizer: 土木計画学研究発表会
  • Place of Presentation: 鳥取大学
  • Year and Date: 2014-11-01 – 2014-11-03
  • Invited
• [Presentation] Behavioural Survey of Travellers Reaction to Incident Information on Urban Expressway (2013)
  • Author(s): Kusakabe, T., Sharyo, T., Asakura, Y.
  • Organizer: International Symposium on Recent Advances in Transport Modelling (OPTIMUM 2013)
  • Place of Presentation: Kingscliffe, Australia
• [Presentation] Evaluating the Effects of Travel Time Reliability Information on a Driver's Departure Time Choice (2012)
  • Author(s): Takahiko KUSAKABE, Yohei TSUJIMOTO and Yasuo ASAKURA
  • Organizer: Proceedings of the 5th International Symposium on Transportation Network Reliability
  • Place of Presentation: Hong Kong, China