Query-Guided Resolution in Uncertain Databases
Summary: Query-guided resolution for uncertain databases using an oracle to certify tuple correctness. Provenance-based tracking and active-learning selectivity minimize oracle calls while preserving correct outputs for mission-critical queries. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Osnat Drien (Bar-Ilan University)
- 2. Matanya Freiman (Bar-Ilan University)
- 3. Antoine Amarilli (Télécom Paris)
- 4. Yael Amsterdamer (Bar-Ilan University)
BibTeX Citation
@inproceedings{drien_sigmod23,
title = {{Query-Guided Resolution in Uncertain Databases}},
author = {Drien, Osnat and Freiman, Matanya and Amarilli, Antoine and Amsterdamer, Yael},
series = {{SIGMOD} '23},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3589325},
url = {https://dl.acm.org/doi/10.1145/3589325},
year = {2023}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,100 | A Rank-Based Approach to Recommender System’s Top-K Queries with Uncertain Scores | 2025 | SIGMOD | 4.9793485e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 29 of 29 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 1,827 | Querying Data Provenance | 2010 | SIGMOD |
| 2 | 5,911 | On Efficient Approximate Queries over Machine Learning Models | 2023 | VLDB |
| 3 | 5,175 | Cleaning Uncertain Data with Quality Guarantees | 2008 | VLDB |
| 4 | 9,105 | New Directions For Uncertainty Reasoning In Deductive Databases | 1991 | SIGMOD |
| 5 | 715 | Data Integration with Uncertainty | 2007 | VLDB |
| 6 | 4,868 | Uncertainty Annotated Databases - A Lightweight Approach for Approximating Certain Answers | 2019 | SIGMOD |
| 7 | 1,615 | Sensitivity Analysis and Explanations for Robust Query Evaluation in Probabilistic Databases | 2011 | SIGMOD |
| 8 | 8,426 | Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds | 2021 | SIGMOD |
| 9 | 622 | On the Provenance of Non-Answers to Queries over Extracted Data | 2008 | VLDB |
| 10 | 11,905 | ActivePDB: Active Probabilistic Databases | 2022 | VLDB |