Toward Learning Based Web Query Processing
Summary: Proposes a learning-based Web query processor for keyword queries that uses early top URLs to infer user intent and hyperlink navigation. Learned knowledge enables automatic extraction of precise page segments from the remaining results, using HTML-page modeling and training strategies. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Yanlei Diao
- 2. Hongjun Lu
- 3. Songting Chen
- 4. Zengping Tian
Incoming Citations (Sorted by Pagerank)
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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 |
|---|---|---|---|---|
| 437 | W3QS: A Query System for the World-Wide Web | 1995 | VLDB | 0.00023240203 |
| 1,132 | Building light-weight wrappers for legacy Web data-sources using W4F | 1999 | VLDB | 0.00013777657 |
| 1,606 | Enhanced hypertext categorization using hyperlinks | 1998 | SIGMOD | 0.00011174873 |
| 2,005 | Record-Boundary Discovery in Web Documents | 1999 | SIGMOD | 9.8112591e-05 |
| 3,150 | Template-Based Wrappers in the TSIMMIS System | 1997 | SIGMOD | 7.4736975e-05 |
| 8,322 | An XML-based Wrapper Generator for Web Information Extraction | 1999 | SIGMOD | 4.5435639e-05 |
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