PerNav: A Route Summarization Framework for Personalized Navigation
Summary: PerNav uses user trajectories to extract landmarks and frequent routes, enabling personalized turn-by-turn directions. Route summarization as data-driven knowledge extraction from trajectories, highlighting data-management and personalization challenges. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yaguang Li (University of Southern California)
- 2. Han Su (University of Southern California)
- 3. Ugur Demiryurek (University of Southern California)
- 4. Bolong Zheng (University of Queensland)
- 5. Kai Zeng (Microsoft)
- 6. Cyrus Shahabi (University of Southern California)
BibTeX Citation
@inproceedings{li_sigmod16,
title = {{PerNav: A Route Summarization Framework for Personalized Navigation}},
author = {Li, Yaguang and Su, Han and Demiryurek, Ugur and Zheng, Bolong and Zeng, Kai and Shahabi, Cyrus},
series = {{SIGMOD} '16},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2882903.28899384},
url = {https://dl.acm.org/doi/10.1145/2882903.28899384},
year = {2016}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,525 | QARTA: An ML-based System for Accurate Map Services | 2021 | VLDB | 5.4119882e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,656 | TraClass: Trajectory Classification Using Hierarchical Region-Based and Trajectory-Based Clustering | 2008 | VLDB | 8.2888028e-05 |
| 3,849 | Calibrating Trajectory Data for Similarity-based Analysis | 2013 | SIGMOD | 7.0745507e-05 |
| 5,116 | STMaker–A System to Make Sense of Trajectory Data | 2014 | VLDB | 6.358207e-05 |
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