Robust and Noise Resistant Wrapper Induction
Summary: Robust wrapper induction for template-based web data extraction, tolerant to page changes and noisy samples. A restricted subset of XPATH yields discriminative anchor nodes; despite infeasibility of optimal-query induction, the framework learns long-lived, noise-resistant wrappers validated on Internet Archive snapshots. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Tim Furche (University of Oxford)
- 2. Jinsong Guo (University of Oxford)
- 3. Sebastian Maneth (University of Edinburgh)
- 4. Christian Schallhart (Google; University of Oxford)
BibTeX Citation
@inproceedings{furche_sigmod16,
title = {{Robust and Noise Resistant Wrapper Induction}},
author = {Furche, Tim and Guo, Jinsong and Maneth, Sebastian and Schallhart, Christian},
series = {{SIGMOD} '16},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2882903.2915214},
url = {https://dl.acm.org/doi/10.1145/2882903.2915214},
year = {2016}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,972 | The Smallest Extraction Problem | 2021 | VLDB | 5.4150414e-05 |
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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 |
|---|---|---|---|---|
| 2,255 | Extraction and Integration of Partially Overlapping Web Sources | 2013 | VLDB | 8.7442418e-05 |
| 2,615 | Visual Web Information Extraction with Lixto | 2001 | VLDB | 8.2253533e-05 |
| 3,395 | Automatic Wrappers for Large Scale Web Extraction | 2011 | VLDB | 7.3436783e-05 |
| 3,568 | Context-Aware Wrapping: Synchronized Data Extraction | 2007 | VLDB | 7.200842e-05 |
| 4,010 | Exploiting Content Redundancy for Web Information Extraction | 2010 | VLDB | 6.8582009e-05 |
| 4,021 | Robust Web Extraction: An Approach Based on a Probabilistic Tree-Edit Model | 2009 | SIGMOD | 6.8498852e-05 |
| 5,866 | DIADEM: Thousands of Websites to a Single Database | 2014 | VLDB | 5.9657279e-05 |
| 6,774 | Optimal Schemes for Robust Web Extraction | 2011 | VLDB | 5.6855924e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 3,568 | Context-Aware Wrapping: Synchronized Data Extraction | 2007 | VLDB |
| 2 | 13,008 | Automatic Extraction of Dynamic Record Sections From Search Engine Result Pages | 2006 | VLDB |
| 3 | 13,073 | An Automatic Data Grabber for Large Web Sites | 2004 | VLDB |
| 4 | 4,567 | Structured Annotations of Web Queries | 2010 | SIGMOD |
| 5 | 13,146 | Querying Websites Using Compact Skeletons | 2001 | PODS |
| 6 | 6,841 | RoadRunner: Automatic Data Extraction from Data-Intensive Web Sites | 2002 | SIGMOD |
| 7 | 8,725 | An XML-based Wrapper Generator for Web Information Extraction | 1999 | SIGMOD |
| 8 | 4,021 | Robust Web Extraction: An Approach Based on a Probabilistic Tree-Edit Model | 2009 | SIGMOD |
| 9 | 3,395 | Automatic Wrappers for Large Scale Web Extraction | 2011 | VLDB |
| 10 | 6,774 | Optimal Schemes for Robust Web Extraction | 2011 | VLDB |