Entity Matching in the Wild: A Consistent and Versatile Framework to Unify Data in Industrial Applications
Summary: Fusion: an industrial entity-matching framework using ordinal-regression scoring to unify records at multiple confidence levels. A clustering approach tolerates missing data via transitive linking and a persistent-ID to sustain stable IDs for evolving data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yan Yan
- 2. Stephen Meyles
- 3. Aria Haghighi
- 4. Dan Suciu
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,711 | Saga: A Platform for Continuous Construction and Serving of Knowledge At Scale | 2022 | SIGMOD | 6.823609e-05 |
| 11,223 | Splitting Tuples of Mismatched Entities | 2023 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 398 | Big Data Integration | 2013 | VLDB | 0.00024372588 |
| 667 | Incremental Knowledge Base Construction Using DeepDive | 2015 | VLDB | 0.00018440557 |
| 3,177 | Evaluating Entity Resolution Results | 2010 | VLDB | 7.4367331e-05 |
| 4,383 | Incremental Record Linkage | 2014 | VLDB | 6.2383094e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 322 | Record Linkage: Similarity Measures and Algorithms | 2006 | SIGMOD | 0.00027518768 |
| 7,706 | Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records | 2014 | VLDB | 4.6723595e-05 |
| 2,514 | Comparative Analysis of Approximate Blocking Techniques for Entity Resolution | 2016 | VLDB | 8.6139012e-05 |
| 6,810 | Record Linkage with Uniqueness Constraints and Erroneous Values | 2010 | VLDB | 4.9203397e-05 |
| 11,223 | Splitting Tuples of Mismatched Entities | 2023 | SIGMOD | 4.1945683e-05 |
| 3,532 | Entity Resolution with Evolving Rules | 2010 | VLDB | 7.0020216e-05 |
| 10,022 | In-context Clustering-based Entity Resolution with Large Language Models: A Design Space Exploration | 2026 | SIGMOD | 4.1945683e-05 |
| 9,855 | Progressive Entity Matching: A Design Space Exploration | 2025 | SIGMOD | 4.269353e-05 |
| 319 | Evaluation of entity resolution approaches on real-world match problems | 2010 | VLDB | 0.00027781866 |
| 1,345 | Entity Matching: How Similar Is Similar | 2011 | VLDB | 0.00012468408 |