A survey on spatio-temporal data analytics systems

MM Alam, L Torgo, A Bifet - ACM Computing Surveys, 2022 - dl.acm.org
Due to the surge of spatio-temporal data volume, the popularity of location-based services
and applications, and the importance of extracted knowledge from spatio-temporal data to …

Location-and keyword-based querying of geo-textual data: a survey

Z Chen, L Chen, G Cong, CS Jensen - The VLDB Journal, 2021 - Springer
With the broad adoption of mobile devices, notably smartphones, keyword-based search for
content has seen increasing use by mobile users, who are often interested in content related …

GeoFlink: an efficient and scalable spatial data stream management system

SA Shaikh, H Kitagawa, A Matono, K Mariam… - IEEE …, 2022 - ieeexplore.ieee.org
This era is witnessing an exponential growth in spatial data due to the increase in GPS-
enabled devices. Spatial data can be of extreme use to commercial businesses …

Points-of-interest relationship inference with spatial-enriched graph neural networks

Y Chen, X Li, G Cong, C Long, Z Bao, S Liu… - arxiv preprint arxiv …, 2022 - arxiv.org
As a fundamental component in location-based services, inferring the relationship between
points-of-interests (POIs) is very critical for service providers to offer good user experience to …

Feat-sksj: Fast and exact algorithm for top-k spatial-keyword similarity join

D Amagata, S Tsuruoka, Y Arai, T Hara - Proceedings of the 29th …, 2021 - dl.acm.org
Due to the proliferation of GPS-enabled mobile devices and IoT environments, location-
based services are generating a large number of objects that contain both spatial and …

STAR: A Cache-based Stream Warehouse System for Spatial Data

Z Chen, G Cong, WG Aref - ACM Transactions on Spatial Algorithms and …, 2023 - dl.acm.org
The proliferation of mobile phones and location-based services has given rise to an
explosive growth in spatial data. To enable spatial data analytics, spatial data needs to be …

Example-based spatial pattern matching

Y Chen, K Feng, G Cong, HM Kiah - Proceedings of the VLDB …, 2022 - dl.acm.org
The prevalence of GPS-enabled mobile devices and location-based services yield massive
volume of spatial objects where each object contains information including geographical …

Distributed spatial-keyword knn monitoring for location-aware pub/sub

S Tsuruoka, D Amagata, S Nishio, T Hara - Proceedings of the 28th …, 2020 - dl.acm.org
Recent applications employ publish/subscribe (Pub/Sub) systems so that publishers can
easily receive attentions of customers and subscribers can monitor useful information …

A Distributed and Scalable Framework for Low-latency Continuous Trajectory Stream Processing

SA Shaikh, H Kitagawa, A Matono, KS Kim - IEEE Access, 2024 - ieeexplore.ieee.org
In recent times, the widespread adoption of GPS-enabled devices has resulted in an
exponential surge in the amount of spatio-temporal data streams. These data streams, often …

STAR: A cache-based distributed warehouse system for spatial data streams

Z Chen, G Cong, WG Aref - … of the 29th International Conference on …, 2021 - dl.acm.org
The proliferation of mobile phones and location-based services has given rise to an
explosive growth in spatial data. In order to enable spatial data analytics, spatial data needs …