Abstract

In the last decades, studies on travel mode detection from location data have been increasing exponentially. However, these studies have struggled with three limitations: data collection-, feature ...

Highlights

  • Traffic congestion in cities has increasingly spread in terms of temporal and spatial ranges

  • A travel survey with smartphones is conducted by a surveyor-involved Prompted recall (PR) survey with telephones

  • In this PR survey, the surveyor asks respondents to validate the travel information derived from the trajectory data, increasing the data quality of the ground truth

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Summary

Introduction

Traffic congestion in cities has increasingly spread in terms of temporal and spatial ranges. Transportation infrastructure investment was significantly increased to ease congestions by increasing the supply of transportation The data collected are usually used to derive daily travel patterns and policies for transportation demand management

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