Record Linkage with Uniqueness Constraints and Erroneous Values
Summary: Models linkage with uniqueness constraints as a k-partite graph clusterer, combining value similarity and source cooccurrence for linkage. Tolerates limited violations, separates incorrect values from true ones, with scalable, validated accuracy. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Songtao Guo (AT&T Interactive Research)
- 2. Xin Luna Dong (AT&T)
- 3. Divesh Srivastava (AT&T)
- 4. Remi Zajac (AT&T Interactive Research)
BibTeX Citation
@article{guo_vldb10,
title = {{Record Linkage with Uniqueness Constraints and Erroneous Values}},
author = {Guo, Songtao and Dong, Xin Luna and Srivastava, Divesh and Zajac, Remi},
journal = {PVLDB},
series = {{VLDB} '10},
volume = {3},
number = {1},
doi = {10.14778/1920841.1920897},
url = {https://doi.org/10.14778/1920841.1920897},
year = {2010}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,785 | Interaction between Record Matching and Data Repairing | 2011 | SIGMOD | 7.9995952e-05 |
| 3,813 | Incremental Record Linkage | 2014 | VLDB | 6.9873544e-05 |
| 6,539 | Parallel Discrepancy Detection and Incremental Detection | 2021 | VLDB | 5.7351897e-05 |
| 9,847 | Making It Tractable to Catch Duplicates and Conflicts in Graphs | 2023 | SIGMOD | 5.1064323e-05 |
| 11,644 | Enriching Relations with Additional Attributes for ER | 2024 | VLDB | 4.9605343e-05 |
| 11,788 | Splitting Tuples of Mismatched Entities | 2023 | SIGMOD | 4.9605343e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 190 | A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification | 2005 | SIGMOD | 0.00025812169 |
| 231 | Reference Reconciliation in Complex Information Spaces | 2005 | SIGMOD | 0.00023797615 |
| 264 | Record Linkage: Similarity Measures and Algorithms | 2006 | SIGMOD | 0.0002276412 |
| 502 | Dependencies Revisited for Improving Data Quality | 2008 | PODS | 0.00017239652 |
| 619 | Reasoning about Record Matching Rules | 2009 | VLDB | 0.00015503747 |
| 877 | Integrating Conflicting Data: The Role of Source Dependence | 2009 | VLDB | 0.00013267412 |
| 1,761 | Data Fusion – Resolving Data Conflicts for Integration | 2009 | VLDB | 9.6966864e-05 |
| 2,469 | Leveraging Aggregate Constraints For Deduplication | 2007 | SIGMOD | 8.401808e-05 |
| 8,196 | CORDS: Automatic Generation of Correlation Statistics in DB2 | 2004 | VLDB | 5.3637243e-05 |
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