Inferring twitters' socio-demographics to correct sampling bias of social media data for augmenting travel behavior analysis

Y Cui, Q He - Journal of big data analytics in transportation, 2021 - Springer
Many studies demonstrated that social media data, especially Twitter data, have significant
potentials to develop models for estimating travel demand, managing operation, and …

Travel Behavior Analysis with Social Media Data and Smartphone GPS Data

Y Cui, Q He - 2019 - rosap.ntl.bts.gov
This project consists of two research components. The objective of the first component is to
develop an approach to resample social media data in order to reduce biases and errors …

Augmenting household travel survey and travel behavior analysis using large-scale social media data and smartphone GPS data

Y Cui - 2019 - search.proquest.com
Household travel survey data is a critical input to travel behavior modeling, and it also can
be used to generate trip chains for activity-based traffic simulation. However, traditional …