Entity Resolution with Evolving Rules
Summary: Keeps ER results up-to-date as rules evolve by reusing materialized results instead of re-running from scratch. Proposes evolution-aware algorithm properties and efficient rule-evolution methods for match-based and distance-based clustering, with real-data evaluation showing cost savings. (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 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,383 | Incremental Record Linkage | 2014 | VLDB | 6.2383094e-05 |
| 6,111 | Why Big Data Industrial Systems Need Rules and What We Can Do About It | 2015 | SIGMOD | 5.2049579e-05 |
| 6,175 | Query-Driven Approach to Entity Resolution | 2013 | VLDB | 5.169496e-05 |
| 6,475 | Explain3D: Explaining Disagreements in Disjoint Datasets | 2019 | VLDB | 5.0497183e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11 | Implementing Data Cubes Efficiently | 1996 | SIGMOD | 0.0011708144 |
| 67 | The Merge/Purge Problem for Large Databases | 1995 | SIGMOD | 0.00061348205 |
| 662 | A Framework for Clustering Evolving Data Streams | 2003 | VLDB | 0.00018475968 |
| 1,410 | Entity Resolution with Iterative Blocking | 2009 | SIGMOD | 0.00012127555 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,022 | In-context Clustering-based Entity Resolution with Large Language Models: A Design Space Exploration | 2026 | SIGMOD | 4.1945683e-05 |
| 7,706 | Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records | 2014 | VLDB | 4.6723595e-05 |
| 319 | Evaluation of entity resolution approaches on real-world match problems | 2010 | VLDB | 0.00027781866 |
| 6,754 | Modeling Entity Evolution for Temporal Record Matching | 2014 | SIGMOD | 4.9384574e-05 |
| 3,177 | Evaluating Entity Resolution Results | 2010 | VLDB | 7.4367331e-05 |
| 8,585 | Robust Entity Resolution using Random Graphs | 2018 | SIGMOD | 4.4905755e-05 |
| 9,855 | Progressive Entity Matching: A Design Space Exploration | 2025 | SIGMOD | 4.269353e-05 |
| 1,410 | Entity Resolution with Iterative Blocking | 2009 | SIGMOD | 0.00012127555 |
| 4,104 | Online Entity Resolution Using an Oracle | 2016 | VLDB | 6.4493809e-05 |
| 2,722 | Progressive Approach to Relational Entity Resolution | 2014 | VLDB | 8.2338356e-05 |