Progressive Top-K Nearest Neighbors Search in Large Road Networks

Summary: Parameter-free, tree-decomposition index for kNN in road networks enables progressive, bounded-delay retrieval. Optimized index construction/maintenance scales to large networks, validated on real-world data from ten regions. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5961
Venue: SIGMOD
Year: 2020
Pagerank: 5.0357715e-05
Overall Rank: 6,503 | 54.77%
DOI: 10.1145/3318464.3389746

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 13 of 13 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,193	Relative Subboundedness of Contraction Hierarchy and Hierarchical 2-Hop Index in Dynamic Road Networks	2022	SIGMOD	6.37019e-05
4,743	Cohesive Subgraph Search over Big Heterogeneous Information Networks: Applications, Challenges, and Solutions	2021	SIGMOD	5.9586508e-05
5,597	Efficient Shortest Path Counting on Large Road Networks	2022	VLDB	5.4178241e-05
6,985	CompressGraph: Efficient Parallel Graph Analytics with Rule-Based Compression	2023	SIGMOD	4.8729387e-05
8,175	Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models	2025	VLDB	4.5676289e-05
8,527	Simpler is More: Efficient Top-K Nearest Neighbors Search on Large Road Networks	2024	VLDB	4.4937074e-05
10,171	High-Throughput k Nearest Neighbors Search in Road Networks	2026	SIGMOD	4.1945683e-05
10,515	Divide-and-Conquer: Scalable Shortest Path Counting on Large Road Networks	2025	SIGMOD	4.1945683e-05
10,703	Fast Graph Vector Search via Hardware Acceleration and Delayed-Synchronization Traversal	2025	VLDB	4.1945683e-05
10,874	A CPU-GPU Hybrid Labelling Algorithm for Massive Shortest Distance Queries on Road Networks	2025	VLDB	4.1945683e-05
11,002	LION: Fast and High-Resolution Network Kernel Density Visualization	2024	VLDB	4.1945683e-05
11,065	Efficient kNN Search in Public Transportation Networks	2024	VLDB	4.1945683e-05
11,141	Expanding Reverse Nearest Neighbors	2024	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
376	TEDI: Efficient Shortest Path Query Answering on Graphs	2010	SIGMOD	0.00025097452
1,165	SINA: Scalable Incremental Processing of Continuous Queries in Spatio-temporal Databases	2004	SIGMOD	0.00013557822
1,774	Query and Update Efficient B+-Tree Based Indexing of Moving Objects	2004	VLDB	0.00010604097
2,201	When Hierarchy Meets 2-Hop-Labeling: Efficient Shortest Distance Queries on Road Networks	2018	SIGMOD	9.3048105e-05
4,854	TOAIN: A Throughput Optimizing Adaptive Index for Answering Dynamic kNN Queries on Road Networks	2018	VLDB	5.8743687e-05
6,537	Parallel Main-Memory Indexing for Moving-Object Query and Update Workloads	2012	SIGMOD	5.0235647e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
1,526	Monitoring Path Nearest Neighbor in Road Networks	2009	SIGMOD	0.00011512916
2,535	Distance Indexing on Road Networks	2006	VLDB	8.5864426e-05
4,621	Diversified Top-k Route Planning in Road Network	2022	VLDB	6.0426586e-05
598	Voronoi-Based K Nearest Neighbor Search for Spatial Network Databases	2004	VLDB	0.00019474545
1,576	Continuous Nearest Neighbor Monitoring in Road Networks	2006	VLDB	0.00011286717
5,597	Efficient Shortest Path Counting on Large Road Networks	2022	VLDB	5.4178241e-05
6,200	k-Nearest Neighbors on Road Networks: A Journey in Experimentation and In-Memory Implementation	2016	VLDB	5.1602201e-05
11,065	Efficient kNN Search in Public Transportation Networks	2024	VLDB	4.1945683e-05
10,171	High-Throughput k Nearest Neighbors Search in Road Networks	2026	SIGMOD	4.1945683e-05
8,527	Simpler is More: Efficient Top-K Nearest Neighbors Search on Large Road Networks	2024	VLDB	4.4937074e-05