Answering Web Queries Using Structured Data Sources
Summary: Integrates structured data sources (relations, flat tables, XML) into web search results. Captures, annotates and translates user queries by extracting semantics from the query and leveraging structured stores to boost relevance (e.g., 'popular digital camera around $425' in a shopping DB). (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Stelios Paparizos (Microsoft)
- 2. Alexandros Ntoulas (Microsoft)
- 3. John Shafer (Microsoft)
- 4. Rakesh Agrawal (Microsoft)
BibTeX Citation
@inproceedings{paparizos_sigmod09,
title = {{Answering Web Queries Using Structured Data Sources}},
author = {Paparizos, Stelios and Ntoulas, Alexandros and Shafer, John and Agrawal, Rakesh},
series = {{SIGMOD} '09},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/1559845.1560000},
url = {https://dl.acm.org/doi/10.1145/1559845.1560000},
year = {2009}
}
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,478 | Keyword++: A Framework to Improve Keyword Search Over Entity Databases | 2010 | VLDB | 8.5223053e-05 |
| 4,494 | Structured Annotations of Web Queries | 2010 | SIGMOD | 6.6624281e-05 |
| 6,883 | Facet Discovery for Structured Web Search: A Query-log Mining Approach | 2011 | SIGMOD | 5.7468523e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 212 | Efficient IR-Style Keyword Search over Relational Databases | 2003 | VLDB | 0.000247733 |
| 366 | Scalable Semantic Web Data Management Using Vertical Partitioning | 2007 | VLDB | 0.00020039981 |
| 1,689 | EntityRank: Searching Entities Directly and Holistically | 2007 | VLDB | 0.00010003102 |
| 2,412 | NaLIX: an Interactive Natural Language Interface for Querying XML | 2005 | SIGMOD | 8.6124752e-05 |
| 2,724 | A Relational Approach to Incrementally Extracting and Querying Structure in Unstructured Data | 2007 | VLDB | 8.2048095e-05 |
| 8,389 | A TeXQuery-Based XML Full-Text Search Engine | 2004 | SIGMOD | 5.4361993e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 6,904 | Light-weight Domain-based Form Assistant: Querying Web Databases On the Fly | 2005 | VLDB |
| 2 | 2,724 | A Relational Approach to Incrementally Extracting and Querying Structure in Unstructured Data | 2007 | VLDB |
| 3 | 91 | WebTables: Exploring the Power of Tables on the Web | 2008 | VLDB |
| 4 | 6,883 | Facet Discovery for Structured Web Search: A Query-log Mining Approach | 2011 | SIGMOD |
| 5 | 9,239 | Keyword Querying and Ranking in Databases | 2009 | VLDB |
| 6 | 3,239 | Keyword Search on Structured and Semi-Structured Data | 2009 | SIGMOD |
| 7 | 13,750 | Answering Web Questions Using Structured Data - Dream or Reality? | 2009 | VLDB |
| 8 | 1,055 | Answering Table Queries on the Web using Column Keywords | 2012 | VLDB |
| 9 | 2,832 | Expressive and Flexible Access to Web-Extracted Data: A Keyword-based Structured Query Language | 2010 | SIGMOD |
| 10 | 4,494 | Structured Annotations of Web Queries | 2010 | SIGMOD |