Mobility data captures the locations of moving objects such as humans, animals, and cars. With the availability of GPS-equipped mobile devices and other inexpensive location …
Spatial keyword search has been playing an indispensable role in personalized route recommendation and geo-textual information retrieval. In this light, we conduct a survey on …
Abstract Next Point-Of-Interest (POI) recommendation plays an important role in various location-based services. Its main objective is to predict the user's next interested POI based …
The matching between trajectories and locations, called Trajectory-to-Location join (TL- Join), is fundamental functionality in spatiotemporal data management. Given a set of …
Friend recommendation from user trajectory is a vital real-world application of location- based social networks (LBSN) services. Previous statistical analysis indicated that social …
GPS enables mobile devices to continuously provide new opportunities to improve our daily lives. For example, the data collected in applications created by Uber or Public Transport …
The discovery of regions of interest in large cities is an important challenge. We propose and investigate a novel query called the path nearby cluster (PNC) query that finds regions of …
G Grekousis, Y Liu - Computers, Environment and Urban Systems, 2019 - Elsevier
Predicting demand in emergency medical services is crucial for saving people's lives. Most studies aggregate demand prediction within a zone, failing to offer insights at a more …
H Wang, J Feng, K Li, L Chen - Future Generation Computer Systems, 2022 - Elsevier
With the continued development of Autonomous Vehicle System (AVS), self-driving related technologies have attracted much attention over the past decade. In this light, we survey …