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
Authors
- 1. Zhaoqi Chen (Microsoft)
- 2. Dmitri V. Kalashnikov (University of California Irvine)
- 3. Sharad Mehrotra (University of California Irvine)
BibTeX Citation
@inproceedings{chen_sigmod09,
title = {{Exploiting Context Analysis for Combining Multiple Entity Resolution Systems}},
author = {Chen, Zhaoqi and Kalashnikov, Dmitri V. and Mehrotra, Sharad},
series = {{SIGMOD} '09},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/1559845.1559869},
url = {https://dl.acm.org/doi/10.1145/1559845.1559869},
year = {2009}
}Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,645 | Progressive Approach to Relational Entity Resolution | 2014 | VLDB | 8.177221e-05 |
| 4,051 | Crowd-Based Deduplication: An Adaptive Approach | 2015 | SIGMOD | 6.8285415e-05 |
| 5,064 | Supervised Meta-blocking | 2014 | VLDB | 6.2906903e-05 |
| 6,014 | Query-Driven Approach to Entity Resolution | 2013 | VLDB | 5.9140238e-05 |
| 7,181 | FlexER: Flexible Entity Resolution for Multiple Intents | 2023 | SIGMOD | 5.5923113e-05 |
| 7,226 | Certus: An Effective Entity Resolution Approach with Graph Differential Dependencies (GDDs) | 2019 | VLDB | 5.5810344e-05 |
| 9,380 | JENNER: Just-in-time Enrichment in Query Processing | 2022 | VLDB | 5.1868213e-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 |
|---|---|---|---|---|
| 60 | The Merge/Purge Problem for Large Databases | 1995 | SIGMOD | 0.000394583 |
| 230 | Reference Reconciliation in Complex Information Spaces | 2005 | SIGMOD | 0.00023871933 |
| 3,621 | MOMA - A Mapping-based Object Matching System | 2007 | CIDR | 7.1539025e-05 |
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