Leveraging Aggregate Constraints For Deduplication
Summary: Leveraging aggregate constraints (vs. pairwise) to improve cross-source deduplication in data integration. Defines a restricted search space, solves optimally within it, and shows substantial accuracy gains on real data despite semantic and computational challenges. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 700 | Reasoning about Record Matching Rules | 2009 | VLDB | 0.00017927576 |
| 3,137 | Behavior Based Record Linkage | 2010 | VLDB | 7.4921276e-05 |
| 3,366 | Modeling and Querying Possible Repairs in Duplicate Detection | 2009 | VLDB | 7.1671634e-05 |
| 3,583 | Efficient Approximate Entity Extraction with Edit Distance Constraints | 2009 | SIGMOD | 6.944299e-05 |
| 4,372 | Sample Debiasing in the Themis Open World Database System | 2020 | SIGMOD | 6.2367043e-05 |
| 5,892 | Efficient Approximate Search on String Collections (Tutorial) | 2009 | VLDB | 5.2829767e-05 |
| 6,083 | Querying Uncertain Data with Aggregate Constraints | 2011 | SIGMOD | 5.2173276e-05 |
| 6,808 | Record Linkage with Uniqueness Constraints and Erroneous Values | 2010 | VLDB | 4.9155856e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 67 | The Merge/Purge Problem for Large Databases | 1995 | SIGMOD | 0.00061419648 |
| 155 | Robust and Efficient Fuzzy Match for Online Data Cleaning | 2003 | SIGMOD | 0.00040666376 |
| 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 |
| 279 | Eliminating Fuzzy Duplicates in Data Warehouses | 2002 | VLDB | 0.00029141798 |
| 321 | Record Linkage: Similarity Measures and Algorithms | 2006 | SIGMOD | 0.00027524716 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 448 | The Magic of Duplicates and Aggregates | 1990 | VLDB | 0.00022922417 |
| 268 | A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification | 2005 | SIGMOD | 0.00029739054 |
| 8,718 | Aggregated Deletion Propagation for Counting Conjunctive Query Answers | 2021 | VLDB | 4.4566012e-05 |
| 3,526 | Distributed Data Deduplication | 2016 | VLDB | 7.0056559e-05 |
| 942 | Framework for Evaluating Clustering Algorithms in Duplicate Detection | 2009 | VLDB | 0.00015143877 |
| 10,289 | Efficient Query Repair for Aggregate Constraints | 2026 | VLDB | 4.1905499e-05 |
| 12,199 | Efficient Rank Join with Aggregation Constraints | 2011 | VLDB | 4.1905499e-05 |
| 4,617 | Crowd-Based Deduplication: An Adaptive Approach | 2015 | SIGMOD | 6.0400801e-05 |
| 3,366 | Modeling and Querying Possible Repairs in Duplicate Detection | 2009 | VLDB | 7.1671634e-05 |
| 2,544 | Aggregation and Relevance in Deductive Databases | 1991 | VLDB | 8.5646035e-05 |