WADaR: Joint Wrapper and Data Repair
Summary: WADaR is a scalable tool for joint wrapper and data repair in web-scraped relations. It uses off-the-shelf entity recognizers to locate targets and Markov-chain repairs to fix data and wrappers; yields 15–60% quality gains and full wrapper repair in >50% without site knowledge. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Stefano Ortona (University of Oxford)
- 2. Giorgio Orsi (University of Oxford)
- 3. Marcello Buoncristiano (University of Basilicata)
- 4. Tim Furche (University of Oxford)
BibTeX Citation
@article{ortona_vldb15,
title = {{WADaR: Joint Wrapper and Data Repair}},
author = {Ortona, Stefano and Orsi, Giorgio and Buoncristiano, Marcello and Furche, Tim},
journal = {PVLDB},
series = {{VLDB} '15},
volume = {8},
number = {12},
doi = {10.14778/2824032.2824120},
url = {https://doi.org/10.14778/2824032.2824120},
year = {2015}
}Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,645 | Auto-Suggest: Learning-to-Recommend Data Preparation Steps Using Data Science Notebooks | 2020 | SIGMOD | 8.1641056e-05 |
| 6,412 | CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web | 2018 | VLDB | 5.7765809e-05 |
| 7,994 | The Smallest Extraction Problem | 2021 | VLDB | 5.394581e-05 |
| 9,611 | Web Record Extraction with Invariants | 2023 | VLDB | 5.1376962e-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 |
|---|---|---|---|---|
| 519 | RoadRunner: Towards Automatic Data Extraction from Large Web Sites | 2001 | VLDB | 0.00016911163 |
| 2,265 | Extraction and Integration of Partially Overlapping Web Sources | 2013 | VLDB | 8.7205552e-05 |
| 3,579 | Context-Aware Wrapping: Synchronized Data Extraction | 2007 | VLDB | 7.1740394e-05 |
| 3,618 | TEGRA: Table Extraction by Global Record Alignment | 2015 | SIGMOD | 7.1365624e-05 |
| 4,162 | Hybrid In-Database Inference for Declarative Information Extraction | 2011 | SIGMOD | 6.7567031e-05 |
| 5,880 | DIADEM: Thousands of Websites to a Single Database | 2014 | VLDB | 5.9431868e-05 |
| 12,622 | Aggregating Semantic Annotators | 2013 | VLDB | 4.9605343e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 519 | RoadRunner: Towards Automatic Data Extraction from Large Web Sites | 2001 | VLDB |
| 2 | 6,794 | Optimal Schemes for Robust Web Extraction | 2011 | VLDB |
| 3 | 9,389 | Robust and Noise Resistant Wrapper Induction | 2016 | SIGMOD |
| 4 | 4,039 | Robust Web Extraction: An Approach Based on a Probabilistic Tree-Edit Model | 2009 | SIGMOD |
| 5 | 6,863 | RoadRunner: Automatic Data Extraction from Data-Intensive Web Sites | 2002 | SIGMOD |
| 6 | 3,405 | Automatic Wrappers for Large Scale Web Extraction | 2011 | VLDB |
| 7 | 2,265 | Extraction and Integration of Partially Overlapping Web Sources | 2013 | VLDB |
| 8 | 8,498 | DADER: Hands-Off Entity Resolution with Domain Adaptation | 2022 | VLDB |
| 9 | 5,880 | DIADEM: Thousands of Websites to a Single Database | 2014 | VLDB |
| 10 | 8,753 | An XML-based Wrapper Generator for Web Information Extraction | 1999 | SIGMOD |