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
Authors
- 1. Yasser Altowim (University of California Irvine)
- 2. Dmitri V. Kalashnikov (University of California Irvine)
- 3. Sharad Mehrotra (University of California Irvine)
BibTeX Citation
@article{altowim_vldb14,
title = {{Progressive Approach to Relational Entity Resolution}},
author = {Altowim, Yasser and Kalashnikov, Dmitri V. and Mehrotra, Sharad},
journal = {PVLDB},
series = {{VLDB} '14},
volume = {7},
number = {11},
pages = {999--1010},
doi = {10.14778/2732967.2732973},
url = {https://doi.org/10.14778/2732967.2732973},
year = {2014}
}Incoming Citations (Sorted by Pagerank)
Showing 10 of 10 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 483 | ActiveClean: Interactive Data Cleaning For Statistical Modeling | 2016 | VLDB | 0.00017584249 |
| 1,044 | Data Cleaning: Overview and Emerging Challenges | 2016 | SIGMOD | 0.00012329478 |
| 2,505 | Query-Oriented Data Cleaning with Oracles | 2015 | SIGMOD | 8.3743595e-05 |
| 3,409 | Waldo: An Adaptive Human Interface for Crowd Entity Resolution | 2017 | SIGMOD | 7.3230153e-05 |
| 3,666 | Online Entity Resolution Using an Oracle | 2016 | VLDB | 7.1151622e-05 |
| 4,861 | On Detecting Cherry-picked Trendlines | 2020 | VLDB | 6.3762488e-05 |
| 5,199 | QuERy: A Framework for Integrating Entity Resolution with Query Processing | 2016 | VLDB | 6.2309669e-05 |
| 7,228 | Certus: An Effective Entity Resolution Approach with Graph Differential Dependencies (GDDs) | 2019 | VLDB | 5.5783924e-05 |
| 9,394 | A Data Quality Metric (DQM): How to Estimate the Number of Undetected Errors in Data Sets | 2017 | VLDB | 5.1843659e-05 |
| 10,250 | Towards Interpretable and Learnable Risk Analysis for Entity Resolution | 2020 | SIGMOD | 5.0501823e-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 |
|---|---|---|---|---|
| 60 | The Merge/Purge Problem for Large Databases | 1995 | SIGMOD | 0.00039440583 |
| 198 | CrowdER: Crowdsourcing Entity Resolution | 2012 | VLDB | 0.00025546182 |
| 230 | Reference Reconciliation in Complex Information Spaces | 2005 | SIGMOD | 0.00023861741 |
| 307 | Eliminating Fuzzy Duplicates in Data Warehouses | 2002 | VLDB | 0.00021489374 |
| 888 | Pay-as-you-go User Feedback for Dataspace Systems | 2008 | SIGMOD | 0.00013250185 |
| 3,238 | Behavior Based Record Linkage | 2010 | VLDB | 7.4995246e-05 |
| 5,946 | Exploiting Context Analysis for Combining Multiple Entity Resolution Systems | 2009 | SIGMOD | 5.9352297e-05 |
| 6,014 | Query-Driven Approach to Entity Resolution | 2013 | VLDB | 5.9112242e-05 |
| 6,975 | Explore or Exploit? Effective Strategies for Disambiguating Large Databases | 2010 | VLDB | 5.6277347e-05 |
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| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 7,263 | Entity Resolution On-Demand | 2022 | VLDB |
| 2 | 623 | Entity Resolution: Theory, Practice & Open Challenges | 2012 | VLDB |
| 3 | 7,404 | BrewER: Entity Resolution On-Demand | 2023 | VLDB |
| 4 | 4,625 | Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach | 2016 | SIGMOD |
| 5 | 9,293 | Incremental Reorganization of Relational Databases | 1987 | VLDB |
| 6 | 1,307 | Entity Resolution with Iterative Blocking | 2009 | SIGMOD |
| 7 | 6,014 | Query-Driven Approach to Entity Resolution | 2013 | VLDB |
| 8 | 3,666 | Online Entity Resolution Using an Oracle | 2016 | VLDB |
| 9 | 10,184 | Progressive Entity Matching: A Design Space Exploration | 2025 | SIGMOD |
| 10 | 3,787 | Entity Resolution with Evolving Rules | 2010 | VLDB |