STMaker–A System to Make Sense of Trajectory Data
Summary: STMaker automatically extracts semantically significant behaviors from raw spatiotemporal trajectories. It converts longitude–latitude–timestamp sequences into concise, human-readable textual summaries, demonstrated on real-world movement data. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Han Su (University of Queensland)
- 2. Kai Zheng (University of Queensland)
- 3. Kai Zeng (University of California Los Angeles)
- 4. Jiamin Huang (Nanjing University)
- 5. Xiaofang Zhou (University of Queensland)
BibTeX Citation
@article{su_vldb14,
title = {{STMaker–A System to Make Sense of Trajectory Data}},
author = {Su, Han and Zheng, Kai and Zeng, Kai and Huang, Jiamin and Zhou, Xiaofang},
journal = {PVLDB},
series = {{VLDB} '14},
volume = {7},
number = {13},
pages = {1701--1704},
doi = {10.14778/2733004.2733065},
url = {https://doi.org/10.14778/2733004.2733065},
year = {2014}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,046 | Distributed Trajectory Similarity Search | 2017 | VLDB | 9.260657e-05 |
| 7,514 | TRIPS: A System for Translating Raw Indoor Positioning Data into Visual Mobility Semantics | 2018 | VLDB | 5.6029996e-05 |
| 9,231 | PerNav: A Route Summarization Framework for Personalized Navigation | 2016 | SIGMOD | 5.3017894e-05 |
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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 |
|---|---|---|---|---|
| 221 | Robust and Fast Similarity Search for Moving Object Trajectories | 2005 | SIGMOD | 0.00024224879 |
| 1,280 | Indexing Spatio-Temporal Trajectories with Chebyshev Polynomials | 2004 | SIGMOD | 0.00011354776 |
| 1,381 | Finding Time Period-Based Most Frequent Path in Big Trajectory Data | 2013 | SIGMOD | 0.00010965263 |
| 2,375 | Novel Approaches to the Indexing of Moving Object Trajectories | 2000 | VLDB | 8.6753909e-05 |
| 3,849 | Calibrating Trajectory Data for Similarity-based Analysis | 2013 | SIGMOD | 7.0745507e-05 |
| 6,435 | Mining Significant Semantic Locations From GPS Data | 2010 | VLDB | 5.8794105e-05 |
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| 1 | 8,538 | Splitter: Mining Fine-Grained Sequential Patterns in Semantic Trajectories | 2014 | VLDB |
| 2 | 8,755 | TimeTrails: A System for Exploring Spatio-Temporal Information in Documents | 2010 | VLDB |
| 3 | 6,435 | Mining Significant Semantic Locations From GPS Data | 2010 | VLDB |
| 4 | 3,871 | DPT: Differentially Private Trajectory Synthesis Using Hierarchical Reference Systems | 2015 | VLDB |
| 5 | 11,090 | T-Assess: An Efficient Data Quality Assessment System Tailored for Trajectory Data | 2025 | VLDB |
| 6 | 7,514 | TRIPS: A System for Translating Raw Indoor Positioning Data into Visual Mobility Semantics | 2018 | VLDB |
| 7 | 12,517 | Demonstration of the TrajStore System | 2009 | VLDB |
| 8 | 6,579 | A Deep Generative Model for Trajectory Modeling and Utilization | 2023 | VLDB |
| 9 | 3,849 | Calibrating Trajectory Data for Similarity-based Analysis | 2013 | SIGMOD |
| 10 | 3,029 | Trajectory Simplification: An Experimental Study and Quality Analysis | 2018 | VLDB |