Query-Driven Approach to Entity Resolution
Summary: Proposes a Query-Driven Approach (QDA) for on-the-fly data cleaning, doing just-enough steps to answer a given selection query. Empirical evaluation shows QDA outperforms traditional full-cleaning techniques in query-driven data cleaning tasks. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,725 | Progressive Approach to Relational Entity Resolution | 2014 | VLDB | 8.2268045e-05 |
| 5,594 | QuERy: A Framework for Integrating Entity Resolution with Query Processing | 2016 | VLDB | 5.416945e-05 |
| 9,247 | ZIP: Lazy Imputation during Query Processing | 2024 | VLDB | 4.3648789e-05 |
| 9,463 | BrewER: Entity Resolution On-Demand | 2023 | VLDB | 4.3324933e-05 |
| 10,625 | Deduplicated Sampling On-Demand | 2025 | VLDB | 4.1905499e-05 |
| 11,251 | A Randomized Blocking Structure for Streaming Record Linkage | 2023 | VLDB | 4.1905499e-05 |
| 11,540 | LOCATER: Cleaning WiFi Connectivity Datasets for Semantic Localization | 2021 | VLDB | 4.1905499e-05 |
| 11,938 | ConfSeer: Leveraging Customer Support Knowledge Bases for Automated Misconfiguration Detection | 2015 | VLDB | 4.1905499e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 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 | 0.00061419648 |
| 228 | Reference Reconciliation in Complex Information Spaces | 2005 | SIGMOD | 0.00032266415 |
| 279 | Eliminating Fuzzy Duplicates in Data Warehouses | 2002 | VLDB | 0.00029141798 |
| 700 | Reasoning about Record Matching Rules | 2009 | VLDB | 0.00017927576 |
| 3,137 | Behavior Based Record Linkage | 2010 | VLDB | 7.4921276e-05 |
| 3,535 | Entity Resolution with Evolving Rules | 2010 | VLDB | 6.996132e-05 |
| 3,626 | On-the-Fly Entity-Aware Query Processing in the Presence of Linkage | 2010 | VLDB | 6.9003552e-05 |
| 5,789 | Exploiting Context Analysis for Combining Multiple Entity Resolution Systems | 2009 | SIGMOD | 5.3248395e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,733 | Keyword Query Cleaning | 2008 | VLDB | 4.9435837e-05 |
| 7,930 | Entity Resolution On-Demand | 2022 | VLDB | 4.6089604e-05 |
| 994 | Assisted Querying using Instant-Response Interfaces | 2007 | SIGMOD | 0.00014745808 |
| 4,101 | Online Entity Resolution Using an Oracle | 2016 | VLDB | 6.4462498e-05 |
| 10,632 | Evaluating Methods for Efficient Entity Count Estimation | 2025 | VLDB | 4.1905499e-05 |
| 3,535 | Entity Resolution with Evolving Rules | 2010 | VLDB | 6.996132e-05 |
| 8,002 | A Grammar-based Entity Representation Framework for Data Cleaning | 2009 | SIGMOD | 4.60503e-05 |
| 3,626 | On-the-Fly Entity-Aware Query Processing in the Presence of Linkage | 2010 | VLDB | 6.9003552e-05 |
| 2,725 | Progressive Approach to Relational Entity Resolution | 2014 | VLDB | 8.2268045e-05 |
| 5,594 | QuERy: A Framework for Integrating Entity Resolution with Query Processing | 2016 | VLDB | 5.416945e-05 |