Comparative evaluation of entity resolution approaches with FEVER
Summary: FEVER provides a modular evaluation platform for entity resolution, enabling reuse and reconstruction of diverse approaches. It uniquely reports both standard effectiveness (precision/recall) and configuration effort (tuning/training) to enable fair cross-method comparisons across datasets and settings. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Hanna Köpcke (University of Leipzig)
- 2. Andreas Thor (University of Leipzig)
- 3. Erhard Rahm (University of Leipzig)
BibTeX Citation
@article{kopcke_vldb09,
title = {{Comparative evaluation of entity resolution approaches with FEVER}},
author = {Köpcke, Hanna and Thor, Andreas and Rahm, Erhard},
journal = {PVLDB},
series = {{VLDB} '09},
doi = {10.14778/1687553.1687595},
url = {https://doi.org/10.14778/1687553.1687595},
year = {2009}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 244 | Evaluation of entity resolution approaches on real-world match problems | 2010 | VLDB | 0.00023314591 |
| 11,894 | Frost: A Platform for Benchmarking and Exploring Data Matching Results | 2022 | VLDB | 4.9793485e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 168 | Efficient Exact Set-Similarity Joins | 2006 | VLDB | 0.00027163517 |
| 262 | Record Linkage: Similarity Measures and Algorithms | 2006 | SIGMOD | 0.00022821392 |
| 929 | Ed-Join: An Efficient Algorithm for Similarity Joins With Edit Distance Constraints | 2008 | VLDB | 0.00013020115 |
| 1,581 | Example-driven Design of Efficient Record Matching Queries | 2007 | VLDB | 0.00010180038 |
| 3,621 | MOMA - A Mapping-based Object Matching System | 2007 | CIDR | 7.1539025e-05 |
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