Structures, Semantics and Statistics
Summary: Statistics over large sets of data schemas reveal semantic hints and enable mappings across structures for data integration. The approach generalizes to search in complex structure spaces and enables on-the-fly, next-generation data integration. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,878 | Data Canopy: Accelerating Exploratory Statistical Analysis | 2017 | SIGMOD | 6.6669911e-05 |
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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 |
|---|---|---|---|---|
| 47 | Data Integration: A Theoretical Perspective | 2002 | PODS | 0.00069691761 |
| 188 | Applying Model Management to Classical Meta Data Problems | 2003 | CIDR | 0.00035935715 |
| 207 | Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach | 2001 | SIGMOD | 0.00034571837 |
| 899 | Statistical Schema Matching across Web Query Interfaces | 2003 | SIGMOD | 0.00015476061 |
| 1,198 | Crossing the Structure Chasm | 2003 | CIDR | 0.00013360548 |
| 2,115 | Rondo: A Programming Platform for Generic Model Management | 2003 | SIGMOD | 9.5183357e-05 |
| 6,028 | Similarity Search for Web Services | 2004 | VLDB | 5.2365238e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,861 | Relationship Merging in Schema Integration | 1984 | VLDB | 5.8660487e-05 |
| 12,861 | Data Integration in the Large: The Challenge of Reuse | 1994 | VLDB | 4.1905499e-05 |
| 8,825 | Analyzing and Revising Data Integration Schemas to Improve Their Matchability | 2008 | VLDB | 4.4371579e-05 |
| 3,922 | On the Complexity of Deriving Schema Mappings from Database Instances | 2008 | PODS | 6.6238781e-05 |
| 899 | Statistical Schema Matching across Web Query Interfaces | 2003 | SIGMOD | 0.00015476061 |
| 1,386 | Managing Semantic Heterogeneity in Databases : A Theoretical Perspective | 1997 | PODS | 0.00012251453 |
| 777 | Metadata Management for Large Statistical Databases | 1982 | VLDB | 0.00016731032 |
| 6,305 | A Metadata Approach to Resolving Semantic Conflicts | 1991 | VLDB | 5.1146412e-05 |
| 718 | Data Integration with Uncertainty | 2007 | VLDB | 0.00017558942 |
| 3,638 | Semantic Integration in Heterogeneous Databases Using Neural Networks | 1994 | VLDB | 6.8893259e-05 |