Progressive Entity Matching: A Design Space Exploration
Summary: Progressive Entity Matching frames ER as pay-as-you-go, with four steps: filtering, weighting, scheduling, matching. A design-space taxonomy unifies existing and novel techniques, yielding high-performing progressive ER strategies across RL/Dedup datasets. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Jakub Maciejewski (National and Kapodistrian University of Athens)
- 2. Konstantinos Nikoletos (National and Kapodistrian University of Athens)
- 3. George Papadakis (National and Kapodistrian University of Athens)
- 4. Yannis Velegrakis (University of Trento; Utrecht University)
BibTeX Citation
@inproceedings{maciejewski_sigmod25,
title = {{Progressive Entity Matching: A Design Space Exploration}},
author = {Maciejewski, Jakub and Nikoletos, Konstantinos and Papadakis, George and Velegrakis, Yannis},
series = {{SIGMOD} '25},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3709715},
url = {https://dl.acm.org/doi/10.1145/3709715},
year = {2025}
}
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,381 | Deduplicated Sampling On-Demand | 2025 | VLDB | 5.2755515e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 17 of 17 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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| 3 | 9,121 | Entity Matching in the Wild: A Consistent and Versatile Framework to Unify Data in Industrial Applications | 2020 | SIGMOD |
| 4 | 248 | Evaluation of entity resolution approaches on real-world match problems | 2010 | VLDB |
| 5 | 3,602 | Online Entity Resolution Using an Oracle | 2016 | VLDB |
| 6 | 2,120 | Comparative Analysis of Approximate Blocking Techniques for Entity Resolution | 2016 | VLDB |
| 7 | 3,732 | Entity Resolution with Evolving Rules | 2010 | VLDB |
| 8 | 1,248 | Entity Matching: How Similar Is Similar | 2011 | VLDB |
| 9 | 2,711 | Progressive Approach to Relational Entity Resolution | 2014 | VLDB |
| 10 | 1,293 | Entity Resolution with Iterative Blocking | 2009 | SIGMOD |