CerFix: A System for Cleaning Data with Certain Fixes
Summary: CerFix enables certain fixes at data entry via master data, editing rules, and region-based validation. Regions define attribute sets whose validation triggers fixes; region finder, data monitor guiding minimal validation, and auditing with provenance. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Wenfei Fan
- 2. Jianzhong Li
- 3. Shuai Ma
- 4. Nan Tang
- 5. Wenyuan Yu
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,805 | Query-Oriented Data Cleaning with Oracles | 2015 | SIGMOD | 8.103731e-05 |
| 9,354 | GIDCL: A Graph-Enhanced Interpretable Data Cleaning Framework with Large Language Models | 2024 | SIGMOD | 4.3484715e-05 |
| 11,225 | Splitting Tuples of Mismatched Entities | 2023 | SIGMOD | 4.1905499e-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 |
|---|---|---|---|---|
| 268 | A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification | 2005 | SIGMOD | 0.00029739054 |
| 621 | Improving Data Quality: Consistency and Accuracy | 2007 | VLDB | 0.00018978331 |
| 700 | Reasoning about Record Matching Rules | 2009 | VLDB | 0.00017927576 |
| 830 | Guided Data Repair | 2011 | VLDB | 0.00016125759 |
| 1,160 | Towards Certain Fixes with Editing Rules and Master Data | 2010 | VLDB | 0.0001358129 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,565 | PIClean: A Probabilistic and Interactive Data Cleaning System | 2019 | SIGMOD | 4.7048523e-05 |
| 6,348 | NADEEF: A Generalized Data Cleaning System | 2013 | VLDB | 5.0969173e-05 |
| 2,830 | Interaction between Record Matching and Data Repairing | 2011 | SIGMOD | 8.0515409e-05 |
| 1,012 | NADEEF: A Commodity Data Cleaning System | 2013 | SIGMOD | 0.00014638349 |
| 11,687 | IHCS: An Integrated Hybrid Cleaning System | 2019 | VLDB | 4.1905499e-05 |
| 8,363 | Deducing Certain Fixes to Graphs | 2019 | VLDB | 4.5311185e-05 |
| 5,454 | QFix: Diagnosing Errors through Query Histories | 2017 | SIGMOD | 5.4967096e-05 |
| 11,845 | QFix: Demonstrating Error Diagnosis in Query Histories | 2016 | SIGMOD | 4.1905499e-05 |
| 3,198 | Towards Dependable Data Repairing with Fixing Rules | 2014 | SIGMOD | 7.4029546e-05 |
| 1,160 | Towards Certain Fixes with Editing Rules and Master Data | 2010 | VLDB | 0.0001358129 |