Emergency medical services and beyond: Addressing new challenges through a wide literature review

R Aringhieri, ME Bruni, S Khodaparasti… - Computers & Operations …, 2017 - Elsevier
One of the most important health care services is emergency medical service as it plays a
vital role in saving people's lives and reducing the rate of mortality and morbidity. Over the …

Towards mobility data science (vision paper)

M Mokbel, M Sakr, L Xiong, A Züfle, J Almeida… - arXiv preprint arXiv …, 2023 - arxiv.org
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: a survey

L Chen, S Shang, C Yang, J Li - GeoInformatica, 2020 - Springer
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 …

Next POI recommendation with dynamic graph and explicit dependency

F Yin, Y Liu, Z Shen, L Chen, S Shang… - Proceedings of the AAAI …, 2023 - ojs.aaai.org
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 …

Parallel trajectory-to-location join

S Shang, L Chen, K Zheng, CS Jensen… - … on knowledge and …, 2018 - ieeexplore.ieee.org
The matching between trajectories and locations, called Trajectory-to-Location join (TL-
Join), is fundamental functionality in spatiotemporal data management. Given a set of …

HMGCL: Heterogeneous multigraph contrastive learning for LBSN friend recommendation

Y Li, Z Fan, D Yin, R Jiang, J Deng, X Song - World Wide Web, 2023 - Springer
Friend recommendation from user trajectory is a vital real-world application of location-
based social networks (LBSN) services. Previous statistical analysis indicated that social …

Reverse Nearest Neighbor Search over Trajectories

S Wang, Z Bao, JS Culpepper, T Sellis… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
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 …

Discovery of path nearby clusters in spatial networks

S Shang, K Zheng, CS Jensen, B Yang… - … on Knowledge and …, 2014 - ieeexplore.ieee.org
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 …

Where will the next emergency event occur? Predicting ambulance demand in emergency medical services using artificial intelligence

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 …

Deep understanding of big geospatial data for self-driving: Data, technologies, and systems

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 …