Modeling and Querying Possible Repairs in Duplicate Detection

Summary: Models duplicate detection as uncertain outcomes over parameterized clustering; proposes a compact uncertainty model for the space of possible repairs. Supports efficient relational queries on repairs and new query types; experiments show scalability. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: h7dbc69abc722c5dc
Venue: VLDB
Year: 2009
Pagerank: 7.3053186e-05
Overall Rank: 3,426 | 76.98%
DOI: 10.14778/1687627.1687695

Incoming Non-self Citations Over Time

Authors

1. George Beskales (University of Waterloo)
2. Mohamed A. Soliman (University of Waterloo)
3. Ihab F. Ilyas (University of Waterloo)
4. Shai Ben-David (University of Waterloo)

BibTeX Citation

@article{beskales_vldb09,
        title = {{Modeling and Querying Possible Repairs in Duplicate Detection}},
        author = {Beskales, George and Soliman, Mohamed A. and Ilyas, Ihab F. and Ben-David, Shai},
        journal = {PVLDB},
        series = {{VLDB} '09},
        doi = {10.14778/1687627.1687695},
        url = {https://doi.org/10.14778/1687627.1687695},
        year = {2009}
}

Incoming Citations (Sorted by Pagerank)

Showing 9 of 9 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,044	Data Cleaning: Overview and Emerging Challenges	2016	SIGMOD	0.00012329478
2,614	Database Repairs and Consistent Query Answering: Origins and Further Developments	2019	PODS	8.2221507e-05
2,784	Interaction between Record Matching and Data Repairing	2011	SIGMOD	8.0147123e-05
2,967	Towards Dependable Data Repairing with Fixing Rules	2014	SIGMOD	7.8016942e-05
5,781	Consistent Query Answers in Inconsistent Probabilistic Databases	2010	SIGMOD	5.9947648e-05
6,384	Qualitative Data Cleaning	2016	VLDB	5.8039496e-05
6,975	Explore or Exploit? Effective Strategies for Disambiguating Large Databases	2010	VLDB	5.6277347e-05
8,446	Multi-Source Uncertain Entity Resolution at Yad Vashem: Transforming Holocaust Victim Reports into People	2016	SIGMOD	5.3324907e-05
12,497	Tutorial: Uncertain Entity Resolution: Re-evaluating Entity Resolution in the Big Data Era	2014	VLDB	4.9769913e-05

Outgoing Citations (Sorted by Pagerank)

Showing 5 of 5 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
33	Consistent Query Answers in Inconsistent Databases	1999	PODS	0.00049326063
204	Declarative Data Cleaning: Language, Model, and Algorithms	2001	VLDB	0.00025179068
364	CURE: An Efficient Clustering Algorithm for Large Databases	1998	SIGMOD	0.00019978187
971	On the Representation and Querying of Sets of Possible Worlds	1987	SIGMOD	0.00012766663
2,461	Leveraging Aggregate Constraints For Deduplication	2007	SIGMOD	8.4279724e-05

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4	2,461	Leveraging Aggregate Constraints For Deduplication	2007	SIGMOD
5	5,852	Industry-Scale Duplicate Detection	2008	VLDB
6	2,784	Interaction between Record Matching and Data Repairing	2011	SIGMOD
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8	526	Improving Data Quality: Consistency and Accuracy	2007	VLDB
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