Continuous spatial query processing: A survey of safe region based techniques

J Qi, R Zhang, CS Jensen… - ACM Computing …, 2018 - dl.acm.org
In the past decade, positioning system-enabled devices such as smartphones have become
most prevalent. This functionality brings the increasing popularity of location-based services …

Urban region representation learning with attentive fusion

F Sun, J Qi, Y Chang, X Fan… - 2024 IEEE 40th …, 2024 - ieeexplore.ieee.org
An increasing number of related urban data sources have brought forth novel opportunities
for learning urban region representations, ie, embeddings. The embeddings describe latent …

Probabilistic Threshold k-ANN Query Method Based on Uncertain Voronoi Diagram in Internet of Vehicles

S Li, B Li, J Yu, L Zhang, A Zhang… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Effective querying of data in the road networks is an important problem in the Internet of
vehicles. Aggregate nearest neighbor queries can return the objects that minimizes an …

Efficient processing of moving collective spatial keyword queries

H Xu, Y Gu, Y Sun, J Qi, G Yu, R Zhang - The VLDB Journal, 2020 - Springer
As a major type of continuous spatial queries, the moving spatial keyword queries have
been studied extensively. Most existing studies focus on retrieving single objects, each of …

Maasdb: Spatial databases in the era of large language models (vision paper)

J Qi, Z Li, E Tanin - Proceedings of the 31st ACM International …, 2023 - dl.acm.org
Large language models (LLMs) are advancing rapidly. Such models have demonstrated
strong capabilities in learning from large-scale (unstructured) text data and answering user …

A gpu accelerated update efficient index for knn queries in road networks

C Li, Y Gu, J Qi, J He, Q Deng… - 2018 IEEE 34th …, 2018 - ieeexplore.ieee.org
The k nearest neighbor (kNN) query in road networks is a traditional query type in spatial
databases. This query has found new applications in the fast-growing location-based …

The Moving Diversified Nearest Neighbor Query

Y Gu, G Liu, J Qi, H Xu, G Yu… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
As a major type of continuous spatial queries, the moving nearest neighbor (NN) query has
been studied extensively. However, most existing studies have focused on only the query …

A safe region based approach to moving KNN queries in obstructed space

C Li, Y Gu, J Qi, R Zhang, G Yu - Knowledge and Information Systems, 2015 - Springer
The moving kk nearest neighbor (M k NN) query has been studied extensively. Most of the
studies assume no obstacle in the space. However, obstacles like rivers, buildings and …

Moving kNN query processing in metric space based on influential sets

C Li, Y Gu, J Qi, R Zhang, G Yu - Information Systems, 2019 - Elsevier
The moving k nearest neighbor query computes one's k nearest neighbor set and maintains
it while at move. This query is gaining importance due to the prevalent use of smart mobile …

Data streams processing techniques

F Mohamed, RM Ismail, NL Badr, MF Tolba - Multimedia Forensics and …, 2017 - Springer
Many modern applications in several domains such as sensor networks, financial
applications, web logs and click-streams operate on continuous, unbounded, rapid, time …