General purpose database summarization
Summary: Presents a message-oriented architecture that summarizes large tables by rewriting and generalizing tuples, trading precision for informative compactness. Supports incremental maintenance, XML databases, and million-record scalability for downstream mining. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Régis Saint-Paul (University of Nantes)
- 2. Guillaume Raschia (University of Nantes)
- 3. Noureddine Mouaddib (University of Nantes)
BibTeX Citation
@article{saintpaul_vldb05,
title = {{General purpose database summarization}},
author = {Saint-Paul, Régis and Raschia, Guillaume and Mouaddib, Noureddine},
journal = {PVLDB},
series = {{VLDB} '05},
pages = {733--744},
year = {2005}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,654 | Extreme Visualization: Squeezing a Billion Records into a Million Pixels | 2008 | SIGMOD | 7.1278674e-05 |
| 11,059 | Schuyler: Self-Supervised Clustering of Tables in Relational Databases | 2026 | VLDB | 4.9769913e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 260 | Statistical Databases: Characteristics, Problems, and Some Solutions | 1982 | VLDB | 0.00022870648 |
| 544 | Efficiently Publishing Relational Data as XML Documents | 2000 | VLDB | 0.00016622134 |
| 1,758 | Semantic Compression and Pattern Extraction with Fascicles | 1999 | VLDB | 9.7095435e-05 |
| 2,657 | SPARTAN: A Model-Based Semantic Compression System for Massive Data Tables | 2001 | SIGMOD | 8.162525e-05 |
| 3,460 | Quotient Cube: How to Summarize the Semantics of a Data Cube | 2002 | VLDB | 7.2811286e-05 |
| 5,947 | SOCQET: Semantic OLAP with Compressed Cube and Summarization | 2003 | SIGMOD | 5.9345681e-05 |
| 8,512 | DBLearn: A System Prototype for Knowledge Discovery in Relational Databases | 1994 | SIGMOD | 5.3260315e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 5,492 | Compressed Representations of Conjunctive Query Results | 2018 | PODS |
| 2 | 3,809 | Comprehensive and Efficient Workload Compression | 2021 | VLDB |
| 3 | 6,736 | CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases | 2022 | SIGMOD |
| 4 | 14,029 | Database Systems Research on Data Mining | 2010 | SIGMOD |
| 5 | 898 | Query Optimization In Compressed Database Systems | 2001 | SIGMOD |
| 6 | 8,449 | Query-Oriented Summarization of RDF Graphs | 2015 | VLDB |
| 7 | 12,399 | Compact Summaries over Large Datasets | 2015 | PODS |
| 8 | 1,558 | Summarizing Relational Databases | 2009 | VLDB |
| 9 | 7,518 | Computing A Well-Representative Summary of Conjunctive Query Results | 2024 | PODS |
| 10 | 1,736 | Schema Summarization | 2006 | VLDB |