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
- 2. Xin Luna Dong
- 3. Divesh Srivastava
- 4. Remi Zajac
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,830 | Interaction between Record Matching and Data Repairing | 2011 | SIGMOD | 8.0515409e-05 |
| 4,380 | Incremental Record Linkage | 2014 | VLDB | 6.2325868e-05 |
| 6,691 | Parallel Discrepancy Detection and Incremental Detection | 2021 | VLDB | 4.9573939e-05 |
| 9,489 | Making It Tractable to Catch Duplicates and Conflicts in Graphs | 2023 | SIGMOD | 4.3300131e-05 |
| 11,057 | Enriching Relations with Additional Attributes for ER | 2024 | VLDB | 4.1905499e-05 |
| 11,225 | Splitting Tuples of Mismatched Entities | 2023 | SIGMOD | 4.1905499e-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 |
|---|---|---|---|---|
| 228 | Reference Reconciliation in Complex Information Spaces | 2005 | SIGMOD | 0.00032266415 |
| 268 | A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification | 2005 | SIGMOD | 0.00029739054 |
| 321 | Record Linkage: Similarity Measures and Algorithms | 2006 | SIGMOD | 0.00027524716 |
| 560 | Dependencies Revisited for Improving Data Quality | 2008 | PODS | 0.0002012328 |
| 700 | Reasoning about Record Matching Rules | 2009 | VLDB | 0.00017927576 |
| 853 | Integrating Conflicting Data: The Role of Source Dependence | 2009 | VLDB | 0.00015892569 |
| 2,385 | Leveraging Aggregate Constraints For Deduplication | 2007 | SIGMOD | 8.9167648e-05 |
| 2,453 | Data Fusion – Resolving Data Conflicts for Integration | 2009 | VLDB | 8.7815427e-05 |
| 7,655 | CORDS: Automatic Generation of Correlation Statistics in DB2 | 2004 | VLDB | 4.6830102e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,546 | LinkDB: A Probabilistic Linkage Database System | 2011 | SIGMOD | 4.4893996e-05 |
| 67 | The Merge/Purge Problem for Large Databases | 1995 | SIGMOD | 0.00061419648 |
| 3,366 | Modeling and Querying Possible Repairs in Duplicate Detection | 2009 | VLDB | 7.1671634e-05 |
| 3,626 | On-the-Fly Entity-Aware Query Processing in the Presence of Linkage | 2010 | VLDB | 6.9003552e-05 |
| 7,342 | Linking Temporal Records for Profiling Entities | 2015 | SIGMOD | 4.751696e-05 |
| 2,405 | Linking Temporal Records | 2011 | VLDB | 8.8729897e-05 |
| 11,225 | Splitting Tuples of Mismatched Entities | 2023 | SIGMOD | 4.1905499e-05 |
| 3,137 | Behavior Based Record Linkage | 2010 | VLDB | 7.4921276e-05 |
| 4,380 | Incremental Record Linkage | 2014 | VLDB | 6.2325868e-05 |
| 321 | Record Linkage: Similarity Measures and Algorithms | 2006 | SIGMOD | 0.00027524716 |