Research

TRANSP-OR: Jingmin Chen

Jingmin Chen

This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Jingmin Chen.

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Jingmin Chen

International journals

Published

Total: 2

    Book chapters

    Papers in conference proceedings

    • Chen, J., Bierlaire, M., and Flötteröd, G. (2011). Probabilistic multi-modal map matching with rich smartphone data. Proceedings of the Swiss Transportation Research Conference (STRC) May 11-13, 2011 , 2011.
    • Bierlaire, M., Chen, J., and Newman, J. P (2010). Using location observations to observe routing for choice models. Proceedings of the 89th Transportation Research Board Annual Meeting (TRB) January 10-14, 2010.
    • Newman, J. P, Chen, J., and Bierlaire, M. (2009). Generating probabilistic path observation from GPS data for route choice modeling. Proceedings of the European Transport Conference (ETC) 5-7 October 2009, 2009.
    • Chen, J., Newman, J. P, and Bierlaire, M. (2009). Modeling Route Choice Behavior From Smart-phone GPS data. Proceedings of the The 12th International Conference on Travel Behaviour Research (IATBR) December 13-18, 2009, 2009.
    • Bierlaire, M., Newman, J. P, and Chen, J. (2009). A method of probabilistic map distribution of path likelihood. Proceedings of the 9th Swiss Transport Research Conference (STRC) September 9 - 11, 2009.

    Technical reports

    Seminars

    Reviewing

  • IET Intelligent Transport Systems (5)
  • Transportation Research Part C: Emerging Technologies (2)
  • Total: 7 reviews for 2 journals (since 2004). Per year:
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    2012: 1,
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    Unknown year: 6.

    Research projects

    Route choice models and smart phone data
    Sponsor: Swiss National Science Foundation
    Team: Michel Bierlaire (PI), Jingmin Chen (PM), Jingmin Chen
    Period: October 01, 2010-September 30, 2013
    Smart phones are able to collect a great wealth of information about the mobility patterns of individuals, including their itinerary. In addition to GPS tracks, smart phones contain several sensors and software revealing various aspects of the user's behavior (nearby Bluetooth devices, WiFi antenna, media players, etc.) Route choice models rely on the knowledge of the origin and the destination of the trip, and the transportation mode. They may also benefit from other contextual data, such as the trip purpose or the chain of subsequent activities. We plan to investigate how to infer this information from the smart phone data.
    Disaggregate behavioral models exploiting data from Nokia devices
    Sponsor: Nokia Research Center
    Team: Michel Bierlaire (PI), Jeffrey Newman (PM), Jingmin Chen
    Period: December 01, 2008-June 30, 2010
    The projects aims at investigating how to perform an appropriate fusion of data from smartphones in order to predict the mobility behavior of a given individual.

    Regular teaching

    Decision-aid methodologies in transportation
    Year: Spring 2012
    Section(s): Civil Engineering
    Lecturers: Michel Bierlaire, Prem Kumar
    Teaching assistant: Jingmin Chen, Nitish Umang
    Webpage: http://transp-or.epfl.ch/courses/decisionAid2012
    Decision-aid methodologies in transportation
    Year: Spring 2011
    Section(s): Civil Engineering
    Lecturers: Michel Bierlaire, Prem Kumar
    Teaching assistant: Jingmin Chen, Nitish Umang
    Webpage: http://transp-or.epfl.ch/courses/decisionAid2011
    Mathematical Modeling of Behavior
    Year: Fall 2009
    Section(s): Mathematics
    Lecturer: Michel Bierlaire
    Teaching assistant: Thomas Robin, Jingmin Chen
    Webpage: NULL
    Number of students: 37
    Recherche opérationnelle
    Year: Spring 2009
    Section(s): Civil Engineering, Environmental Sciences and Engineering
    Lecturer: Michel Bierlaire
    Teaching assistant: Mamy Fetiarison, Jingmin Chen
    Webpage: NULL
    Number of students: 59

    Project supervision

    Masters theses

    Laurene Aigrain
    Section: Civil Engineering
    Mobility in the Middle East
    Supervision:Michel Bierlaire, Jingmin Chen
    Expert: Prof. John Polak
    21/02/2011-24/06/2011
    Done at Imperial College, London, UK
    Julien Eberle
    Section: Computer science
    Balancing Energy Consumption and Location Precision in Continuous Location Tracking
    Supervision:Michel Bierlaire, Jingmin Chen
    Expert: Gian Paolo Perrucci
    20/02/2010-20/08/2010

    Semester projects

    • Mobility learning from smartphone WIFI data, Amélie Buisson (SGC), June 07, 2013
    • Mobility identification from smartphone GPS data, Denis Garcia (SMA), January 11, 2012
    • Testing the algorithm for generating path observation from GPS data, Jensen Anders Fjendbo (SGC), January 15, 2010
    • Visualization of Cell Phone Data on Google Earth, Raoul Neu (SIN), January 15, 2010