Continuous Nearest Neighbor Monitoring in Road Networks

Summary: Continuous k-NN on road networks via shortest-path distance; dynamic objects/queries. Two strategies: (i) update-filtering processes only updates likely to invalidate NN sets; (ii) shared execution groups queries by road segments to reuse NN sets. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 9649
Venue: VLDB
Year: 2006
Pagerank: 0.00010206305
Overall Rank: 1,620 | 88.89%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Kyriakos Mouratidis (Singapore Management University)
2. Man Lung Yiu (University of Hong Kong)
3. Dimitris Papadias (Hong Kong University of Science and Technology)
4. Nikos Mamoulis (University of Hong Kong)

BibTeX Citation

@article{mouratidis_vldb06,
        title = {{Continuous Nearest Neighbor Monitoring in Road Networks}},
        author = {Mouratidis, Kyriakos and Yiu, Man Lung and Papadias, Dimitris and Mamoulis, Nikos},
        journal = {PVLDB},
        series = {{VLDB} '06},
        pages = {43--54},
        year = {2006}
}

Incoming Citations (Sorted by Pagerank)

Showing 14 of 14 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,035	Large Scale Real-time Ridesharing with Service Guarantee on Road Networks	2014	VLDB	0.00012505885
1,618	Continuous Monitoring of Nearest Neighbors on Land Surface	2009	VLDB	0.00010207737
2,153	Monitoring Path Nearest Neighbor in Road Networks	2009	SIGMOD	9.0762376e-05
4,573	TOAIN: A Throughput Optimizing Adaptive Index for Answering Dynamic kNN Queries on Road Networks	2018	VLDB	6.6226156e-05
7,246	Privacy-Aware Mobile Services over Road Networks	2009	VLDB	5.6637035e-05
8,659	Spatial Queries with Two kNN Predicates	2012	VLDB	5.3904242e-05
8,731	Simpler is More: Efficient Top-K Nearest Neighbors Search on Large Road Networks	2024	VLDB	5.3766157e-05
9,111	Efficient Algorithms for Finding Optimal Meeting Point on Road Networks	2011	VLDB	5.3221578e-05
9,143	Processing Proximity Relations in Road Networks	2010	SIGMOD	5.3153925e-05
9,229	Continuously Monitoring Alternative Shortest Paths on Road Networks	2020	VLDB	5.3017894e-05
9,354	Range-based Obstructed Nearest Neighbor Queries	2016	SIGMOD	5.282937e-05
10,460	High-Throughput k Nearest Neighbors Search in Road Networks	2026	SIGMOD	5.093636e-05
11,452	Automatic Road Extraction with Multi-Source Data Revisited: Completeness, Smoothness and Discrimination	2023	VLDB	5.093636e-05
12,471	Parsimonious Linear Fingerprinting for Time Series	2010	VLDB	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
2	R-Trees: A Dynamic Index Structure For Spatial Searching	1984	SIGMOD	0.0020210012
28	Nearest Neighbor Queries	1995	SIGMOD	0.00052102434
449	Query Processing in Spatial Network Databases	2003	VLDB	0.0001826404
665	Voronoi-Based K Nearest Neighbor Search for Spatial Network Databases	2004	VLDB	0.00015167291
1,025	An Efficient and Scalable Approach to CNN Queries in a Road Network	2005	VLDB	0.00012578515
1,201	SINA: Scalable Incremental Processing of Continuous Queries in Spatio-temporal Databases	2004	SIGMOD	0.00011674339
1,698	A Generic Framework for Monitoring Continuous Spatial Queries over Moving Objects	2005	SIGMOD	9.980335e-05
2,205	Conceptual Partitioning: An Efficient Method for Continuous Nearest Neighbor Monitoring	2005	SIGMOD	8.9591376e-05
2,886	Approximate NN Queries on Streams with Guaranteed Error/performance Bounds	2004	VLDB	7.9957585e-05
3,562	Location-based Spatial Queries	2003	SIGMOD	7.3080612e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	1,025	An Efficient and Scalable Approach to CNN Queries in a Road Network	2005	VLDB
2	9,143	Processing Proximity Relations in Road Networks	2010	SIGMOD
3	1,618	Continuous Monitoring of Nearest Neighbors on Land Surface	2009	VLDB
4	2,205	Conceptual Partitioning: An Efficient Method for Continuous Nearest Neighbor Monitoring	2005	SIGMOD
5	3,462	Continuous K-Nearest Neighbor Queries for Continuously Moving Points with Updates	2003	VLDB
6	8,731	Simpler is More: Efficient Top-K Nearest Neighbors Search on Large Road Networks	2024	VLDB
7	10,460	High-Throughput k Nearest Neighbors Search in Road Networks	2026	SIGMOD
8	5,987	Progressive Top-K Nearest Neighbors Search in Large Road Networks	2020	SIGMOD
9	5,851	k-Nearest Neighbors on Road Networks: A Journey in Experimentation and In-Memory Implementation	2016	VLDB
10	2,153	Monitoring Path Nearest Neighbor in Road Networks	2009	SIGMOD