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 |
|---|---|---|---|---|
| 2,784 | Interaction between Record Matching and Data Repairing | 2011 | SIGMOD | 8.018482e-05 |
| 3,812 | Incremental Record Linkage | 2014 | VLDB | 7.0085181e-05 |
| 6,525 | Parallel Discrepancy Detection and Incremental Detection | 2021 | VLDB | 5.756805e-05 |
| 9,806 | Making It Tractable to Catch Duplicates and Conflicts in Graphs | 2023 | SIGMOD | 5.1257999e-05 |
| 11,590 | Enriching Relations with Additional Attributes for ER | 2024 | VLDB | 4.9793485e-05 |
| 11,738 | Splitting Tuples of Mismatched Entities | 2023 | SIGMOD | 4.9793485e-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 |
|---|---|---|---|---|
| 188 | A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification | 2005 | SIGMOD | 0.00025872962 |
| 230 | Reference Reconciliation in Complex Information Spaces | 2005 | SIGMOD | 0.00023871933 |
| 262 | Record Linkage: Similarity Measures and Algorithms | 2006 | SIGMOD | 0.00022821392 |
| 500 | Dependencies Revisited for Improving Data Quality | 2008 | PODS | 0.00017280722 |
| 618 | Reasoning about Record Matching Rules | 2009 | VLDB | 0.00015536912 |
| 877 | Integrating Conflicting Data: The Role of Source Dependence | 2009 | VLDB | 0.00013306717 |
| 1,754 | Data Fusion – Resolving Data Conflicts for Integration | 2009 | VLDB | 9.7241105e-05 |
| 2,461 | Leveraging Aggregate Constraints For Deduplication | 2007 | SIGMOD | 8.4319356e-05 |
| 8,173 | CORDS: Automatic Generation of Correlation Statistics in DB2 | 2004 | VLDB | 5.3840335e-05 |
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