• DocumentCode
    679374
  • Title

    Estimating dynamic origin-destination matrices from the ATV data

  • Author

    Chidlovskii, Boris

  • Author_Institution
    Xerox Res. Centre Eur., Meylan, France
  • fYear
    2013
  • fDate
    6-9 Oct. 2013
  • Firstpage
    2415
  • Lastpage
    2420
  • Abstract
    We revise the extraction of dynamic origin-destination (OD) matrices from the ATV data in public transportation systems. We extend the previous approaches by arguing that passengers plan their trips with multiple goals in mind. We argue a need for determining the multi-goal transfer trips and propose a method for recognizing such trips and including their elements in the OD matrix. We deploy the utility theory to describe the uncertainty relevant to the unobservable parameters which can impact the user´s choices.
  • Keywords
    human factors; intelligent transportation systems; utility theory; ATV data; OD matrix; automatic ticketing validation; dynamic origin-destination matrix estimation; multigoal transfer trips; public transportation systems; trip planning; unobservable parameters; user choices; utility theory; Cities and towns; Data mining; Heuristic algorithms; Legged locomotion; Transportation; Vectors; Vehicle dynamics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Transportation Systems - (ITSC), 2013 16th International IEEE Conference on
  • Conference_Location
    The Hague
  • Type

    conf

  • DOI
    10.1109/ITSC.2013.6728588
  • Filename
    6728588