Behavior Based Record Linkage
Summary: Behavior-based record linkage using entity actions from transaction logs to decide if two records refer to the same entity. Merge candidate entities’ behavior to get a gain-based matching score; fast candidate generation and scalable algorithms yield improved linkage on large logs. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Mohamed Yakout
- 2. Ahmed K. Elmagarmid
- 3. Hazem Elmeleegy
- 4. Mourad Ouzzani
- 5. Alan Qi
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,405 | Linking Temporal Records | 2011 | VLDB | 8.8729897e-05 |
| 2,725 | Progressive Approach to Relational Entity Resolution | 2014 | VLDB | 8.2268045e-05 |
| 6,179 | Query-Driven Approach to Entity Resolution | 2013 | VLDB | 5.1645342e-05 |
| 6,757 | Modeling Entity Evolution for Temporal Record Matching | 2014 | SIGMOD | 4.9337649e-05 |
| 7,705 | Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records | 2014 | VLDB | 4.6678785e-05 |
| 11,186 | Matching Roles from Temporal Data | 2023 | SIGMOD | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 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 |
| 321 | Record Linkage: Similarity Measures and Algorithms | 2006 | SIGMOD | 0.00027524716 |
| 2,385 | Leveraging Aggregate Constraints For Deduplication | 2007 | SIGMOD | 8.9167648e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,854 | Progressive Entity Matching: A Design Space Exploration | 2025 | SIGMOD | 4.2652623e-05 |
| 1,530 | Example-driven Design of Efficient Record Matching Queries | 2007 | VLDB | 0.00011483613 |
| 8,546 | LinkDB: A Probabilistic Linkage Database System | 2011 | SIGMOD | 4.4893996e-05 |
| 7,705 | Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records | 2014 | VLDB | 4.6678785e-05 |
| 6,757 | Modeling Entity Evolution for Temporal Record Matching | 2014 | SIGMOD | 4.9337649e-05 |
| 1,338 | Entity Matching: How Similar Is Similar | 2011 | VLDB | 0.00012501156 |
| 2,405 | Linking Temporal Records | 2011 | VLDB | 8.8729897e-05 |
| 6,808 | Record Linkage with Uniqueness Constraints and Erroneous Values | 2010 | VLDB | 4.9155856e-05 |
| 4,380 | Incremental Record Linkage | 2014 | VLDB | 6.2325868e-05 |
| 321 | Record Linkage: Similarity Measures and Algorithms | 2006 | SIGMOD | 0.00027524716 |