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Distributed Trajectory Similarity Search

Summary: Distributed framework for trajectory similarity search over massive trajectory collections. Spark-based implementation supporting Hausdorff and Fréchet distances; extensive experiments show scalable, efficient query performance against alternatives. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11433
Venue
VLDB
Year
2017
Pagerank
0.00010684148
Overall Rank
1,749 | 87.85%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 15 of 15 citing papers.

Rank Citing Paper Year Venue Pagerank
2,198 DITA: Distributed In-Memory Trajectory Analytics 2018 SIGMOD 9.3096071e-05
5,297 Fast Subtrajectory Similarity Search in Road Networks under Weighted Edit Distance Constraints 2020 VLDB 5.5772847e-05
6,013 Ratel: Interactive Analytics for Large Scale Trajectories 2019 SIGMOD 5.2365238e-05
6,080 Pigeonring: A Principle for Faster Thresholded Similarity Search 2019 VLDB 5.219249e-05
6,508 Trajectory Similarity Measurement: An Efficiency Perspective 2024 VLDB 5.0273291e-05
6,720 DeepTEA: Effective and Efficient Online Time-dependent Trajectory Outlier Detection 2022 VLDB 4.9457362e-05
7,022 VRE: A Versatile, Robust, and Economical Trajectory Data System 2022 VLDB 4.8534529e-05
9,495 Spatial Data Quality in the IoT Era: Management and Exploitation 2022 SIGMOD 4.3300131e-05
10,538 Revisiting CNNs for Trajectory Similarity Learning 2025 VLDB 4.1905499e-05
10,596 SimRN: Trajectory Similarity Learning in Road Networks based on Distributed Deep Reinforcement Learning 2025 VLDB 4.1905499e-05
10,716 SIMformer: Single-Layer Vanilla Transformer Can Learn Free-Space Trajectory Similarity 2025 VLDB 4.1905499e-05
10,983 BT-Tree: A Reinforcement Learning Based Index for Big Trajectory Data 2024 SIGMOD 4.1905499e-05
11,190 ST4ML: Machine Learning Oriented Spatio-Temporal Data Processing at Scale 2023 SIGMOD 4.1905499e-05
11,203 Ghost: A General Framework for High-Performance Online Similarity Queries over Distributed Trajectory Streams 2023 SIGMOD 4.1905499e-05
11,691 The Maximum Trajectory Coverage Query in Spatial Databases 2019 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 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 0.0032118946
91 M-tree: An Efficient Access Method for Similarity Search in Metric Spaces 1997 VLDB 0.00051785122
251 Robust and Fast Similarity Search for Moving Object Trajectories 2005 SIGMOD 0.00030589775
356 Hilbert R-tree: An Improved R-tree Using Fractals 1994 VLDB 0.00026091196
358 On The Marriage of Lp-norms and Edit Distance 2004 VLDB 0.00026059337
1,127 Trajectory Clustering: A Partition-and-Group Framework 2007 SIGMOD 0.00013801775
1,301 Simba: Efficient In-Memory Spatial Analytics 2016 SIGMOD 0.00012702767
2,052 TraClass: Trajectory Classification Using Hierarchical Region-Based and Trajectory-Based Clustering 2008 VLDB 9.6854498e-05
2,846 Trajectory Simplification: On Minimizing the Direction-based Error 2015 VLDB 8.0293734e-05
3,090 Direction-Preserving Trajectory Simplification 2013 VLDB 7.5904432e-05
3,609 Calibrating Trajectory Data for Similarity-based Analysis 2013 SIGMOD 6.9199121e-05
3,821 STMaker - A System to Make Sense of Trajectory Data 2014 VLDB 6.726077e-05
4,706 SharkDB: An In-Memory Storage System for Massive Trajectory Data 2015 SIGMOD 5.9773995e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
5,297 Fast Subtrajectory Similarity Search in Road Networks under Weighted Edit Distance Constraints 2020 VLDB 5.5772847e-05
6,013 Ratel: Interactive Analytics for Large Scale Trajectories 2019 SIGMOD 5.2365238e-05
4,623 A General and Parallel Platform for Mining Co-Movement Patterns over Large-scale Trajectories 2017 VLDB 6.0352004e-05
4,111 Searching Trajectories by Locations - An Efficiency Study 2010 SIGMOD 6.4354586e-05
11,691 The Maximum Trajectory Coverage Query in Spatial Databases 2019 VLDB 4.1905499e-05
2,198 DITA: Distributed In-Memory Trajectory Analytics 2018 SIGMOD 9.3096071e-05
11,259 Efficient Non-Learning Similar Subtrajectory Search 2023 VLDB 4.1905499e-05
11,722 DITA: A Distributed In-Memory Trajectory Analytics System 2018 SIGMOD 4.1905499e-05
11,203 Ghost: A General Framework for High-Performance Online Similarity Queries over Distributed Trajectory Streams 2023 SIGMOD 4.1905499e-05
6,596 Trajectory Similarity Join in Spatial Networks 2017 VLDB 4.9945871e-05