Structure and Content Scoring for XML
Summary: TF-IDF-inspired XML scoring that jointly models structure and content under query relaxation, improving on content-only methods. Twig scoring as reference; Path scoring decomposes twig queries into paths for high-precision ranking, with a cheap binary score and compact structures enabling efficient top-k. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Sihem Amer-Yahia
- 2. Nick Koudas
- 3. Amelie Marian
- 4. Divesh Srivastava
- 5. David Toman
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,252 | Principles of Dataspace Systems | 2006 | PODS | 0.00013033186 |
| 4,038 | Querying Complex Structured Databases | 2007 | VLDB | 6.5082212e-05 |
| 5,712 | Flexible and Efficient XML Search with Complex Full-Text Predicates | 2006 | SIGMOD | 5.3584486e-05 |
| 8,233 | Efficient Keyword Search over Virtual XML Views | 2007 | VLDB | 4.553591e-05 |
| 12,111 | Optimal Top-k Generation of Attribute Combinations based on Ranked Lists | 2012 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 73 | XRANK: Ranked Keyword Search over XML Documents | 2003 | SIGMOD | 0.00058443993 |
| 1,870 | Flexible Queries over Semistructured Data | 2001 | PODS | 0.00010263799 |
| 2,161 | On the Integration of Structure Indexes and Inverted Lists | 2004 | SIGMOD | 9.4002771e-05 |
| 2,704 | FleXPath: Flexible Structure and Full-Text Querying for XML | 2004 | SIGMOD | 8.2720556e-05 |
| 3,419 | Approximate XML Query Answers | 2004 | SIGMOD | 7.1173416e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,207 | Mixed Mode XML Query Processing | 2003 | VLDB | 6.359465e-05 |
| 9,310 | FIX: Feature-based Indexing Technique for XML Documents | 2006 | VLDB | 4.3570863e-05 |
| 2,161 | On the Integration of Structure Indexes and Inverted Lists | 2004 | SIGMOD | 9.4002771e-05 |
| 4,587 | On Boosting Holism in XML Twig Pattern Matching Using Structural Indexing Techniques | 2005 | SIGMOD | 6.0658154e-05 |
| 5,574 | Efficient Processing of XML Twig Queries with OR-Predicates | 2004 | SIGMOD | 5.4268403e-05 |
| 6,954 | Indexing Temporal XML Documents | 2004 | VLDB | 4.8864906e-05 |
| 3,044 | An Efficient and Versatile Query Engine for TopX Search | 2005 | VLDB | 7.6640252e-05 |
| 3,667 | Querying Structured Text in an XML Database | 2003 | SIGMOD | 6.8602249e-05 |
| 5,712 | Flexible and Efficient XML Search with Complex Full-Text Predicates | 2006 | SIGMOD | 5.3584486e-05 |
| 2,704 | FleXPath: Flexible Structure and Full-Text Querying for XML | 2004 | SIGMOD | 8.2720556e-05 |