UUKG: unified urban knowledge graph dataset for urban spatiotemporal prediction

Y Ning, H Liu, H Wang, Z Zeng… - Advances in Neural …, 2024 - proceedings.neurips.cc
Abstract Accurate Urban SpatioTemporal Prediction (USTP) is of great importance to the
development and operation of the smart city. As an emerging building block, multi-sourced …

Exploring Intercity Mobility in Urban Agglomeration: Evidence from Private Car Trajectory Data

Z Xiao, L Wu, H Jiang, Z Qin, C Gao, Y Li… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
In this article, we explore intercity mobility in urban agglomerations by surveying people
traveling across cities based on private car trajectory data. Specifically, we first adopt the …

Predicting Where You Visit in a Surrounding City: A Mobility Knowledge Transfer Framework Based on Cross-City Travelers

S Xu, J Xu, B Li, X Fu - International Conference on Database Systems for …, 2023 - Springer
The increasingly built intercity transportation enables people to visit surrounding cities
conveniently. Hence it is becoming a hot research topic to predict where a traveler would …

Context-Aware Deep Learning Model for Predicting\Non-Mandatory Activity Locations

C Kuai - 2024 - escholarship.org
The explosion of mobile internet usage has generated vast amounts of data on users'
spatiotemporal activities. This data is crucial for studying human movement, enhancing …