NADEEF/ER: Generic and Interactive Entity Resolution
Summary: NADEEF/ER extends NADEEF with a generic, interactive entity-resolution engine for data cleaning. Browser-based ER rule specification maps to modular functions, enabling extensibility through refinement, and a dashboard with summarization and clustering to guide decisions. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Ahmed Elmagarmid (Qatar Computing Research Institute)
- 2. Ihab F. Ilyas (University of Waterloo)
- 3. Mourad Ouzzani (Qatar Computing Research Institute)
- 4. Jorge-Arnulfo Quiané-Ruiz (Qatar Computing Research Institute)
- 5. Nan Tang (Qatar Computing Research Institute)
- 6. Si Yin (Qatar Computing Research Institute)
BibTeX Citation
@inproceedings{elmagarmid_sigmod14,
title = {{NADEEF/ER: Generic and Interactive Entity Resolution}},
author = {Elmagarmid, Ahmed and Ilyas, Ihab F. and Ouzzani, Mourad and Quiané-Ruiz, Jorge-Arnulfo and Tang, Nan and Yin, Si},
series = {{SIGMOD} '14},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2588555.2594511},
url = {https://dl.acm.org/doi/10.1145/2588555.2594511},
year = {2014}
}
Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 141 | Deep Entity Matching with Pre-Trained Language Models | 2021 | VLDB | 0.0002964847 |
| 1,465 | Synthesizing Entity Matching Rules by Examples | 2018 | VLDB | 0.00010689571 |
| 3,304 | Saga: A Platform for Continuous Construction and Serving of Knowledge At Scale | 2022 | SIGMOD | 7.5404346e-05 |
| 6,601 | What Is the Price for Joining Securely? Benchmarking Equi-Joins in Trusted Execution Environments | 2022 | VLDB | 5.8246671e-05 |
| 7,134 | PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching | 2023 | VLDB | 5.6942765e-05 |
| 11,586 | Frost: A Platform for Benchmarking and Exploring Data Matching Results | 2022 | VLDB | 5.093636e-05 |
| 11,936 | A Demonstration of PERC: Probabilistic Entity Resolution With Crowd Errors | 2018 | VLDB | 5.093636e-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 |
|---|---|---|---|---|
| 196 | CrowdER: Crowdsourcing Entity Resolution | 2012 | VLDB | 0.00025780596 |
| 725 | NADEEF: A Commodity Data Cleaning System | 2013 | SIGMOD | 0.00014617251 |
| 751 | AJAX: An Extensible Data Cleaning Tool | 2000 | SIGMOD | 0.00014369237 |
| 2,055 | Dedoop: Efficient Deduplication with Hadoop | 2012 | VLDB | 9.2512023e-05 |
| 6,050 | NADEEF: A Generalized Data Cleaning System | 2013 | VLDB | 5.9945626e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 7,743 | Entity Resolution On-Demand | 2022 | VLDB |
| 2 | 5,730 | Domain Adaptation for Deep Entity Resolution | 2022 | SIGMOD |
| 3 | 7,415 | SystemER: A Human-in-the-loop System for Explainable Entity Resolution | 2019 | VLDB |
| 4 | 626 | Entity Resolution: Theory, Practice & Open Challenges | 2012 | VLDB |
| 5 | 2,623 | The return of JedAI: End-to-End Entity Resolution for Structured and Semi-Structured Data | 2018 | VLDB |
| 6 | 196 | CrowdER: Crowdsourcing Entity Resolution | 2012 | VLDB |
| 7 | 8,336 | DADER: Hands-Off Entity Resolution with Domain Adaptation | 2022 | VLDB |
| 8 | 9,611 | BrewER: Entity Resolution On-Demand | 2023 | VLDB |
| 9 | 725 | NADEEF: A Commodity Data Cleaning System | 2013 | SIGMOD |
| 10 | 6,050 | NADEEF: A Generalized Data Cleaning System | 2013 | VLDB |