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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
6745
Venue
SIGMOD
Year
2023
Pagerank
5.3058708e-05
Overall Rank
9,193 | 36.93%
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
10,657 A Rank-Based Approach to Recommender System’s Top-K Queries with Uncertain Scores 2025 SIGMOD 5.093636e-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 0.00059843817
90 CrowdDB: Answering Queries with Crowdsourcing 2011 SIGMOD 0.00034951786
112 HoloClean: Holistic Data Repairs with Probabilistic Inference 2017 VLDB 0.00032801121
251 Crowdsourced Databases: Query Processing with People 2011 CIDR 0.00023261113
331 Trio: A System for Data, Uncertainty, and Lineage 2006 VLDB 0.00020936658
582 ActiveClean: Interactive Data Cleaning For Statistical Modeling 2016 VLDB 0.00016148948
661 Don’t be SCAREd: Use SCalable Automatic REpairing with Maximal Likelihood and Bounded Changes 2013 SIGMOD 0.0001519162
806 Provenance for Aggregate Queries 2011 PODS 0.00013890398
1,101 KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing 2015 SIGMOD 0.00012168934
1,399 Computing Optimal Repairs for Functional Dependencies 2018 PODS 0.00010893312
1,520 Conditioning Probabilistic Databases 2008 VLDB 0.00010510496
1,736 A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data 2014 SIGMOD 9.8984415e-05
1,786 Putting Lipstick on Pig: Enabling Database-style Workflow Provenance 2012 VLDB 9.7690421e-05
1,912 Querying Data Provenance 2010 SIGMOD 9.4946756e-05
1,965 ProvSQL: Provenance and Probability Management in PostgreSQL 2018 VLDB 9.3852716e-05
2,428 ClaimBuster: The First-ever End-to-end Fact-checking System 2017 VLDB 8.5897309e-05
2,570 Query-Oriented Data Cleaning with Oracles 2015 SIGMOD 8.4061164e-05
4,488 Horizon: Scalable Dependency-driven Data Cleaning 2021 VLDB 6.668457e-05
4,602 Provenance for Natural Language Queries 2017 VLDB 6.6107638e-05
5,211 CDB: A Crowd-Powered Database System 2018 VLDB 6.3161892e-05
5,318 Cleaning Uncertain Data with Quality Guarantees 2008 VLDB 6.2672687e-05
5,502 Annotated XML: Queries and Provenance 2008 PODS 6.1961339e-05
5,648 Consistent Query Answers in Inconsistent Probabilistic Databases 2010 SIGMOD 6.1351417e-05
5,943 ACID: A System for Computing Approximate Certain Query Answers over Incomplete Databases 2018 SIGMOD 6.0331149e-05
6,664 On Multiple Semantics for Declarative Database Repairs 2020 SIGMOD 5.8090585e-05
6,863 Explore or Exploit? Effective Strategies for Disambiguating Large Databases 2010 VLDB 5.7514261e-05
7,749 CoCo: Interactive Exploration of Conformance Constraints for Data Understanding and Data Cleaning 2021 SIGMOD 5.5525665e-05
9,228 Enabling Personal Consent in Databases 2022 VLDB 5.3018457e-05
9,289 Compact, Tamper-Resistant Archival of Fine-Grained Provenance 2021 VLDB 5.2912339e-05
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