1 GPS-based travel survey is an emerging data collection method in transportation planning. 2 Its application in trip mode detection has been explored in many existing studies. 3 However, most existing research on GPS data based trip mode detection methods are 4 developed and tested with data collected from European and American countries. Their 5 methods cannot be easily adapted to Asian count...

This paper investigates the impacts of information and communication technologies on daily time allocation to various activities and travel, and on modal split for a substantially large sample of 1480 persons interviewed repeatedly. Employing structural equations we explore the relationships among different activity and travel time use indicators and daily frequencies of travel mode use. Using ...

Although previous studies have explored how satisfied people are with their travel, the link built environment and available travel options is unclear. This research investigates whether influence commute time satisfaction relates to environment. First, profiles among commuters in terms of (CTS) residential (RBE) were identified by performing a cluster analysis using large European sample Union...

Travel mode choice prediction is critical for travel demand prediction, which influences transport resource allocation and policies. modes are often characterised by severe class imbalance inequality, leads to the inferior predictive performance of minority bias in prediction. In existing studies, has not been addressed with a general approach. Basic resampling methods were adopted without much...