Repairing Data through Regular Expressions
Summary: Introduces regex-driven repair for sequence data, separating structural edits enforcing an NFA-recognized pattern from token-value correction. RSR computes prefix-to-pattern edit distance in O(nm²), while a unified criterion selects rule- or edit-distance-based value repairs. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Zeyu Li (Harbin Engineering University)
- 2. Hongzhi Wang (Harbin Engineering University)
- 3. Wei Shao (Harbin Engineering University)
- 4. Jianzhong Li (Harbin Engineering University)
- 5. Hong Gao (Harbin Engineering University)
BibTeX Citation
@article{li_vldb16,
title = {{Repairing Data through Regular Expressions}},
author = {Li, Zeyu and Wang, Hongzhi and Shao, Wei and Li, Jianzhong and Gao, Hong},
journal = {PVLDB},
series = {{VLDB} '16},
volume = {9},
number = {5},
pages = {432},
doi = {10.14778/2876473.2876478},
url = {https://doi.org/10.14778/2876473.2876478},
year = {2016}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,973 | Exploiting Structure in Regular Expression Queries | 2023 | SIGMOD | 5.1845938e-05 |
| 10,505 | The Case For Language Model Approximated LIKE Predicate | 2026 | SIGMOD | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 13 | Mining Association Rules between Sets of Items in Large Databases | 1993 | SIGMOD | 0.0006567919 |
| 94 | Potter's Wheel: An Interactive Data Cleaning System | 2001 | VLDB | 0.00034616103 |
| 549 | ERACER: A Database Approach for Statistical Inference and Data Cleaning | 2010 | SIGMOD | 0.00016692839 |
| 647 | Discovering Data Quality Rules | 2008 | VLDB | 0.00015334666 |
| 800 | The LLUNATIC Data-Cleaning Framework | 2013 | VLDB | 0.00013911223 |
| 890 | Integrating Conflicting Data: The Role of Source Dependence | 2009 | VLDB | 0.00013382697 |
| 1,393 | Truth Discovery and Copying Detection in a Dynamic World | 2009 | VLDB | 0.00010934682 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 998 | Towards Certain Fixes with Editing Rules and Master Data | 2010 | VLDB |
| 2 | 5,698 | Improving Regular-Expression Matching on Strings Using Negative Factors | 2013 | SIGMOD |
| 3 | 185 | A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification | 2005 | SIGMOD |
| 4 | 10,372 | From Suspicious Errors to Valid Data: On Repairing Spatio-Temporal Data via Spatial and Temporal Dependencies | 2026 | SIGMOD |
| 5 | 12,299 | Deterministic Regular Expressions in Linear Time | 2012 | PODS |
| 6 | 9,199 | On Repairing Timestamps for Regular Interval Time Series | 2022 | VLDB |
| 7 | 2,782 | Interaction between Record Matching and Data Repairing | 2011 | SIGMOD |
| 8 | 4,391 | Scalable Regular Expression Matching on Data Streams | 2008 | SIGMOD |
| 9 | 2,981 | Towards Dependable Data Repairing with Fixing Rules | 2014 | SIGMOD |
| 10 | 5,338 | On Repairing Structural Problems In Semi-structured Data | 2013 | VLDB |