A process for trip purpose imputation from Global Positioning System data

Research output: Contribution to journalArticlepeer-review

38 Scopus citations

Abstract

Global Positioning System (GPS) devices have been applied in travel data collection for much of the past decade to improve data quality. These devices can record positions, time, and travel speed. However, trip purposes currently cannot be recorded automatically by the devices, therefore, the accuracy of purpose imputation becomes important to improve the quality of travel survey data. This paper proposes an improved process which introduces some additional information (e.g., activity duration, tour information) for trip purpose imputation. An application of this approach is reported in this paper based on a Global Positioning System survey in the Greater Cincinnati region to show the improvement in the accuracy of trip purpose detection over more conventional methods.

Original languageEnglish (US)
Pages (from-to)261-267
Number of pages7
JournalTransportation Research Part C: Emerging Technologies
Volume36
DOIs
StatePublished - Nov 2013
Externally publishedYes

Keywords

  • GPS survey
  • Tour-based information
  • Trip purpose imputation

ASJC Scopus subject areas

  • Civil and Structural Engineering
  • Automotive Engineering
  • Transportation
  • Computer Science Applications

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