Exploiting Context Analysis for Combining Multiple Entity Resolution Systems
Summary: ER Ensemble, a supervised-learning framework, combines multiple base ER systems to boost disambiguation quality. This approach maps base clustering decisions and local context to a final clustering, via two novel methods, yielding gains across domains. (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 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,725 | Progressive Approach to Relational Entity Resolution | 2014 | VLDB | 8.2268045e-05 |
| 4,617 | Crowd-Based Deduplication: An Adaptive Approach | 2015 | SIGMOD | 6.0400801e-05 |
| 4,967 | Supervised Meta-blocking | 2014 | VLDB | 5.7939544e-05 |
| 6,179 | Query-Driven Approach to Entity Resolution | 2013 | VLDB | 5.1645342e-05 |
| 7,187 | Certus: An Effective Entity Resolution Approach with Graph Differential Dependencies (GDDs) | 2019 | VLDB | 4.8020046e-05 |
| 8,094 | FlexER: Flexible Entity Resolution for Multiple Intents | 2023 | SIGMOD | 4.5840579e-05 |
| 9,049 | JENNER: Just-in-time Enrichment in Query Processing | 2022 | VLDB | 4.3997447e-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 |
|---|---|---|---|---|
| 67 | The Merge/Purge Problem for Large Databases | 1995 | SIGMOD | 0.00061419648 |
| 228 | Reference Reconciliation in Complex Information Spaces | 2005 | SIGMOD | 0.00032266415 |
| 3,708 | MOMA - A Mapping-based Object Matching System | 2007 | CIDR | 6.8213121e-05 |
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