An Analysis of Structured Data on the Web
Summary: Web-scale analysis of structured data; quantifies value and distribution across top aggregators vs. tail sites for multiple domains. First study of its kind; provides new insights for Web information extraction and data management. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Nilesh Dalvi (Yahoo)
- 2. Ashwin Machanavajjhala (Yahoo)
- 3. Bo Pang (Yahoo)
BibTeX Citation
@article{dalvi_vldb12,
title = {{An Analysis of Structured Data on the Web}},
author = {Dalvi, Nilesh and Machanavajjhala, Ashwin and Pang, Bo},
journal = {PVLDB},
series = {{VLDB} '12},
volume = {5},
number = {7},
pages = {680--691},
doi = {10.14778/2350229.2350263},
url = {https://doi.org/10.14778/2350229.2350263},
year = {2012}
}Incoming Citations (Sorted by Pagerank)
Showing 10 of 10 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 938 | Truth Finding on the Deep Web: Is the Problem Solved? | 2013 | VLDB | 0.00012967324 |
| 2,254 | Extraction and Integration of Partially Overlapping Web Sources | 2013 | VLDB | 8.7438361e-05 |
| 2,394 | From Data Fusion to Knowledge Fusion | 2014 | VLDB | 8.529467e-05 |
| 5,867 | DIADEM: Thousands of Websites to a Single Database | 2014 | VLDB | 5.9629039e-05 |
| 7,328 | WOO: A Scalable and Multi-tenant Platform for Continuous Knowledge Base Synthesis | 2013 | VLDB | 5.5487234e-05 |
| 8,141 | DEXTER: Large-Scale Discovery and Extraction of Product Specifications on the Web | 2015 | VLDB | 5.3902593e-05 |
| 10,616 | Visual Template Inference for Data Extraction from Documents | 2026 | SIGMOD | 4.9769913e-05 |
| 12,044 | Quality of Sentiment Analysis Tools: The Reasons of Inconsistency | 2021 | VLDB | 4.9769913e-05 |
| 12,217 | Big Data Linkage for Product Specification Pages | 2018 | SIGMOD | 4.9769913e-05 |
| 12,480 | Online Ordering of Overlapping Data Sources | 2014 | VLDB | 4.9769913e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 89 | WebTables: Exploring the Power of Tables on the Web | 2008 | VLDB | 0.00035115118 |
| 515 | RoadRunner: Towards Automatic Data Extraction from Large Web Sites | 2001 | VLDB | 0.00016962516 |
| 599 | Extracting Structured Data from Web Pages | 2003 | SIGMOD | 0.00015748113 |
| 1,337 | Harvesting Relational Tables from Lists on the Web | 2009 | VLDB | 0.00010982201 |
| 1,696 | Answering Table Augmentation Queries from Unstructured Lists on the Web [Extended Abstract] | 2009 | VLDB | 9.8500557e-05 |
| 1,792 | Building Structured Web Community Portals: A Top-Down, Compositional, and Incremental Approach | 2007 | VLDB | 9.6212499e-05 |
| 3,395 | Automatic Wrappers for Large Scale Web Extraction | 2011 | VLDB | 7.3403288e-05 |
| 4,011 | Exploiting Content Redundancy for Web Information Extraction | 2010 | VLDB | 6.8550871e-05 |
| 4,551 | Harnessing the Deep Web: Present and Future | 2009 | CIDR | 6.5380754e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 4,569 | Structured Annotations of Web Queries | 2010 | SIGMOD |
| 2 | 13,079 | An Automatic Data Grabber for Large Web Sites | 2004 | VLDB |
| 3 | 8,293 | Answering Web Queries Using Structured Data Sources | 2009 | SIGMOD |
| 4 | 2,254 | Extraction and Integration of Partially Overlapping Web Sources | 2013 | VLDB |
| 5 | 1,759 | Structured Querying of Web Text: A Technical Challenge | 2007 | CIDR |
| 6 | 89 | WebTables: Exploring the Power of Tables on the Web | 2008 | VLDB |
| 7 | 13,158 | Self-similarity in the web | 2001 | VLDB |
| 8 | 2,352 | Schema Extraction for Tabular Data on the Web | 2013 | VLDB |
| 9 | 599 | Extracting Structured Data from Web Pages | 2003 | SIGMOD |
| 10 | 3,589 | Using the Structure of Web Sites for Automatic Segmentation of Tables | 2004 | SIGMOD |