An Extendable Framework for Managing Uncertain Spatio-Temporal Data

Summary: Extendable Uncertain-Spatio-Temporal (UST) framework for visualizing location-time triples with explicit uncertainty. Demonstrates uncertainty minimization via stochastic models, and enables time navigation plus spatio-temporal window and NN queries. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4892
Venue: SIGMOD
Year: 2014
Pagerank: 5.1685424e-05
Overall Rank: 10,054 | 31.03%
DOI: 10.1145/2588555.2594523

Incoming Non-self Citations Over Time

Authors

1. Tobias Emrich (Ludwig Maximilian University of Munich)
2. Maximilian Franzke (Ludwig Maximilian University of Munich)
3. Hans-Peter Kriegel (Ludwig Maximilian University of Munich)
4. Johannes Niedermayer (Ludwig Maximilian University of Munich)
5. Matthias Renz (Ludwig Maximilian University of Munich)
6. Andreas Züfle (Ludwig Maximilian University of Munich)

BibTeX Citation

@inproceedings{emrich_sigmod14,
        title = {{An Extendable Framework for Managing Uncertain Spatio-Temporal Data}},
        author = {Emrich, Tobias and Franzke, Maximilian and Kriegel, Hans-Peter and Niedermayer, Johannes and Renz, Matthias and Züfle, Andreas},
        series = {{SIGMOD} '14},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2588555.2594523},
        url = {https://dl.acm.org/doi/10.1145/2588555.2594523},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
11,850	Top-k Queries over Digital Traces	2019	SIGMOD	5.093636e-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
560	Indexing the Positions of Continuously Moving Objects	2000	SIGMOD	0.00016525569
957	The TPR*-Tree: An Optimized Spatio-Temporal Access Method for Predictive Queries	2003	VLDB	0.00012962576
1,281	Continuous Nearest Neighbor Search	2002	VLDB	0.00011349245
2,375	Novel Approaches to the Indexing of Moving Object Trajectories	2000	VLDB	8.6753909e-05
3,581	Time-Parameterized Queries in Spatio-Temporal Databases	2002	SIGMOD	7.2873782e-05
9,431	Probabilistic Nearest Neighbor Queries on Uncertain Moving Object Trajectories	2014	VLDB	5.2704151e-05

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