Progressive Approach to Relational Entity Resolution
Summary: Progressive, budget-aware ER that seeks the best possible quality under a user-defined budget. It dynamically reassesses progress to decide which records to resolve next and how, with experiments showing strong efficiency gains over traditional ER. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 10 of 10 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 791 | ActiveClean: Interactive Data Cleaning For Statistical Modeling | 2016 | VLDB | 0.00016629664 |
| 1,627 | Data Cleaning: Overview and Emerging Challenges | 2016 | SIGMOD | 0.00011086905 |
| 2,797 | Query-Oriented Data Cleaning with Oracles | 2015 | SIGMOD | 8.1108589e-05 |
| 3,686 | On Detecting Cherry-picked Trendlines | 2020 | VLDB | 6.84423e-05 |
| 4,104 | Online Entity Resolution Using an Oracle | 2016 | VLDB | 6.4493809e-05 |
| 4,126 | Waldo: An Adaptive Human Interface for Crowd Entity Resolution | 2017 | SIGMOD | 6.4314729e-05 |
| 5,586 | QuERy: A Framework for Integrating Entity Resolution with Query Processing | 2016 | VLDB | 5.4219548e-05 |
| 7,185 | Certus: An Effective Entity Resolution Approach with Graph Differential Dependencies (GDDs) | 2019 | VLDB | 4.8066159e-05 |
| 9,056 | A Data Quality Metric (DQM): How to Estimate the Number of Undetected Errors in Data Sets | 2017 | VLDB | 4.4039656e-05 |
| 9,896 | Towards Interpretable and Learnable Risk Analysis for Entity Resolution | 2020 | SIGMOD | 4.2600049e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 67 | The Merge/Purge Problem for Large Databases | 1995 | SIGMOD | 0.00061348205 |
| 229 | Reference Reconciliation in Complex Information Spaces | 2005 | SIGMOD | 0.00032242633 |
| 263 | CrowdER: Crowdsourcing Entity Resolution | 2012 | VLDB | 0.00029862413 |
| 280 | Eliminating Fuzzy Duplicates in Data Warehouses | 2002 | VLDB | 0.00029113044 |
| 692 | Pay-as-you-go User Feedback for Dataspace Systems | 2008 | SIGMOD | 0.00018083948 |
| 3,130 | Behavior Based Record Linkage | 2010 | VLDB | 7.4993061e-05 |
| 5,798 | Exploiting Context Analysis for Combining Multiple Entity Resolution Systems | 2009 | SIGMOD | 5.3231654e-05 |
| 6,175 | Query-Driven Approach to Entity Resolution | 2013 | VLDB | 5.169496e-05 |
| 6,670 | Explore or Exploit? Effective Strategies for Disambiguating Large Databases | 2010 | VLDB | 4.9672601e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,008 | Entity Resolution On-Demand | 2022 | VLDB | 4.6067684e-05 |
| 814 | Entity Resolution: Theory, Practice & Open Challenges | 2012 | VLDB | 0.00016370594 |
| 9,461 | BrewER: Entity Resolution On-Demand | 2023 | VLDB | 4.3366491e-05 |
| 5,362 | Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach | 2016 | SIGMOD | 5.5473503e-05 |
| 8,891 | Incremental Reorganization Of Relational Databases | 1987 | VLDB | 4.4275475e-05 |
| 1,410 | Entity Resolution with Iterative Blocking | 2009 | SIGMOD | 0.00012127555 |
| 6,175 | Query-Driven Approach to Entity Resolution | 2013 | VLDB | 5.169496e-05 |
| 4,104 | Online Entity Resolution Using an Oracle | 2016 | VLDB | 6.4493809e-05 |
| 9,855 | Progressive Entity Matching: A Design Space Exploration | 2025 | SIGMOD | 4.269353e-05 |
| 3,532 | Entity Resolution with Evolving Rules | 2010 | VLDB | 7.0020216e-05 |