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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)

Paper ID
h1f80c89deb0740d9
Venue
SIGMOD
Year
2023
Pagerank
5.1843659e-05
Overall Rank
9,382 | 36.95%
DOI
10.1145/3589325

Incoming Non-self Citations Over Time

Authors

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
11,109 A Rank-Based Approach to Recommender System’s Top-K Queries with Uncertain Scores 2025 SIGMOD 4.9769913e-05
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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.

Rank Cited Paper Year Venue Pagerank
17 Provenance Semirings 2007 PODS 0.00059813669
92 CrowdDB: Answering Queries with Crowdsourcing 2011 SIGMOD 0.00034670735
104 HoloClean: Holistic Data Repairs with Probabilistic Inference 2017 VLDB 0.00033676943
257 Crowdsourced Databases: Query Processing with People 2011 CIDR 0.00022958404
337 Trio: A System for Data, Uncertainty, and Lineage 2006 VLDB 0.00020613834
483 ActiveClean: Interactive Data Cleaning For Statistical Modeling 2016 VLDB 0.00017584249
652 Don’t be SCAREd: Use SCalable Automatic REpairing with Maximal Likelihood and Bounded Changes 2013 SIGMOD 0.00015114401
811 Provenance for Aggregate Queries 2011 PODS 0.00013746145
1,098 KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing 2015 SIGMOD 0.00012031983
1,362 Computing Optimal Repairs for Functional Dependencies 2018 PODS 0.00010912749
1,548 Conditioning Probabilistic Databases 2008 VLDB 0.00010288842
1,722 A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data 2014 SIGMOD 9.7921604e-05
1,767 Putting Lipstick on Pig: Enabling Database-style Workflow Provenance 2012 VLDB 9.6910812e-05
1,812 ProvSQL: Provenance and Probability Management in PostgreSQL 2018 VLDB 9.5780882e-05
1,827 Querying Data Provenance 2010 SIGMOD 9.5518797e-05
2,479 ClaimBuster: The First-ever End-to-end Fact-checking System 2017 VLDB 8.405634e-05
2,505 Query-Oriented Data Cleaning with Oracles 2015 SIGMOD 8.3743595e-05
4,348 Horizon: Scalable Dependency-driven Data Cleaning 2021 VLDB 6.6438522e-05
4,684 Provenance for Natural Language Queries 2017 VLDB 6.4692258e-05
5,050 CDB: A Crowd-Powered Database System 2018 VLDB 6.2955765e-05
5,176 Cleaning Uncertain Data with Quality Guarantees 2008 VLDB 6.2400289e-05
5,612 Annotated XML: Queries and Provenance 2008 PODS 6.0656179e-05
5,781 Consistent Query Answers in Inconsistent Probabilistic Databases 2010 SIGMOD 5.9947648e-05
6,068 ACID: A System for Computing Approximate Certain Query Answers over Incomplete Databases 2018 SIGMOD 5.8949741e-05
6,734 On Multiple Semantics for Declarative Database Repairs 2020 SIGMOD 5.6919385e-05
6,975 Explore or Exploit? Effective Strategies for Disambiguating Large Databases 2010 VLDB 5.6277347e-05
7,917 CoCo: Interactive Exploration of Conformance Constraints for Data Understanding and Data Cleaning 2021 SIGMOD 5.4254123e-05
8,947 Compact, Tamper-Resistant Archival of Fine-Grained Provenance 2021 VLDB 5.2530141e-05
9,413 Enabling Personal Consent in Databases 2022 VLDB 5.180433e-05
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