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 (Purdue University)
- 2. Ahmed K. Elmagarmid (Purdue University; Qatar Computing Research Institute)
- 3. Hazem Elmeleegy (Purdue University)
- 4. Mourad Ouzzani (Purdue University)
- 5. Alan Qi (Purdue University)
BibTeX Citation
@article{yakout_vldb10,
title = {{Behavior Based Record Linkage}},
author = {Yakout, Mohamed and Elmagarmid, Ahmed K. and Elmeleegy, Hazem and Ouzzani, Mourad and Qi, Alan},
journal = {PVLDB},
series = {{VLDB} '10},
volume = {3},
number = {1},
pages = {439--448},
doi = {10.14778/1920841.1920899},
url = {https://doi.org/10.14778/1920841.1920899},
year = {2010}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,645 | Progressive Approach to Relational Entity Resolution | 2014 | VLDB | 8.177221e-05 |
| 2,895 | Linking Temporal Records | 2011 | VLDB | 7.8995964e-05 |
| 6,014 | Query-Driven Approach to Entity Resolution | 2013 | VLDB | 5.9140238e-05 |
| 6,751 | Modeling Entity Evolution for Temporal Record Matching | 2014 | SIGMOD | 5.690629e-05 |
| 7,848 | Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records | 2014 | VLDB | 5.4411745e-05 |
| 11,703 | Matching Roles from Temporal Data | 2023 | SIGMOD | 4.9793485e-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 |
|---|---|---|---|---|
| 230 | Reference Reconciliation in Complex Information Spaces | 2005 | SIGMOD | 0.00023871933 |
| 262 | Record Linkage: Similarity Measures and Algorithms | 2006 | SIGMOD | 0.00022821392 |
| 2,461 | Leveraging Aggregate Constraints For Deduplication | 2007 | SIGMOD | 8.4319356e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 10,180 | Progressive Entity Matching: A Design Space Exploration | 2025 | SIGMOD |
| 2 | 1,581 | Example-driven Design of Efficient Record Matching Queries | 2007 | VLDB |
| 3 | 8,916 | LinkDB: A Probabilistic Linkage Database System | 2011 | SIGMOD |
| 4 | 7,848 | Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records | 2014 | VLDB |
| 5 | 6,751 | Modeling Entity Evolution for Temporal Record Matching | 2014 | SIGMOD |
| 6 | 1,247 | Entity Matching: How Similar Is Similar | 2011 | VLDB |
| 7 | 2,895 | Linking Temporal Records | 2011 | VLDB |
| 8 | 6,849 | Record Linkage with Uniqueness Constraints and Erroneous Values | 2010 | VLDB |
| 9 | 3,812 | Incremental Record Linkage | 2014 | VLDB |
| 10 | 262 | Record Linkage: Similarity Measures and Algorithms | 2006 | SIGMOD |