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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
5.1672232e-05
Overall Rank
9,408 | 36.94%
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
11,170 A Rank-Based Approach to Recommender System’s Top-K Queries with Uncertain Scores 2025 SIGMOD 4.9605343e-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 0.00059660827
92 CrowdDB: Answering Queries with Crowdsourcing 2011 SIGMOD 0.00034613457
100 HoloClean: Holistic Data Repairs with Probabilistic Inference 2017 VLDB 0.00033951027
257 Crowdsourced Databases: Query Processing with People 2011 CIDR 0.00022914527
340 Trio: A System for Data, Uncertainty, and Lineage 2006 VLDB 0.00020548826
460 ActiveClean: Interactive Data Cleaning For Statistical Modeling 2016 VLDB 0.00017836918
652 Don’t be SCAREd: Use SCalable Automatic REpairing with Maximal Likelihood and Bounded Changes 2013 SIGMOD 0.00015117165
811 Provenance for Aggregate Queries 2011 PODS 0.00013713646
1,099 KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing 2015 SIGMOD 0.00012008783
1,314 Computing Optimal Repairs for Functional Dependencies 2018 PODS 0.000110547
1,551 Conditioning Probabilistic Databases 2008 VLDB 0.00010257014
1,721 A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data 2014 SIGMOD 9.7821782e-05
1,776 Putting Lipstick on Pig: Enabling Database-style Workflow Provenance 2012 VLDB 9.6661217e-05
1,822 ProvSQL: Provenance and Probability Management in PostgreSQL 2018 VLDB 9.5464187e-05
1,837 Querying Data Provenance 2010 SIGMOD 9.5210079e-05
2,486 ClaimBuster: The First-ever End-to-end Fact-checking System 2017 VLDB 8.3800359e-05
2,492 Query-Oriented Data Cleaning with Oracles 2015 SIGMOD 8.3722864e-05
4,369 Horizon: Scalable Dependency-driven Data Cleaning 2021 VLDB 6.6220109e-05
4,697 Provenance for Natural Language Queries 2017 VLDB 6.4479645e-05
5,051 CDB: A Crowd-Powered Database System 2018 VLDB 6.2863221e-05
5,194 Cleaning Uncertain Data with Quality Guarantees 2008 VLDB 6.2200717e-05
5,623 Annotated XML: Queries and Provenance 2008 PODS 6.045738e-05
5,796 Consistent Query Answers in Inconsistent Probabilistic Databases 2010 SIGMOD 5.9752115e-05
6,083 ACID: A System for Computing Approximate Certain Query Answers over Incomplete Databases 2018 SIGMOD 5.8754816e-05
6,753 On Multiple Semantics for Declarative Database Repairs 2020 SIGMOD 5.673161e-05
6,990 Explore or Exploit? Effective Strategies for Disambiguating Large Databases 2010 VLDB 5.6105767e-05
7,041 CoCo: Interactive Exploration of Conformance Constraints for Data Understanding and Data Cleaning 2021 SIGMOD 5.5982623e-05
8,967 Compact, Tamper-Resistant Archival of Fine-Grained Provenance 2021 VLDB 5.2356443e-05
9,439 Enabling Personal Consent in Databases 2022 VLDB 5.1633032e-05
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