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 | 6.6731435e-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 |
|---|---|---|---|---|
| 48 | Data Integration: A Theoretical Perspective | 2002 | PODS | 0.00069720859 |
| 188 | Applying Model Management to Classical Meta Data Problems | 2003 | CIDR | 0.00035968389 |
| 208 | Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach | 2001 | SIGMOD | 0.0003460594 |
| 902 | Statistical Schema Matching across Web Query Interfaces | 2003 | SIGMOD | 0.00015486247 |
| 1,198 | Crossing the Structure Chasm | 2003 | CIDR | 0.00013366708 |
| 2,114 | Rondo: A Programming Platform for Generic Model Management | 2003 | SIGMOD | 9.5268855e-05 |
| 6,024 | Similarity Search for Web Services | 2004 | VLDB | 5.2415551e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,852 | Data Integration in the Large: The Challenge of Reuse | 1994 | VLDB | 4.1945683e-05 |
| 4,860 | Relationship Merging in Schema Integration | 1984 | VLDB | 5.8716872e-05 |
| 8,824 | Analyzing and Revising Data Integration Schemas to Improve Their Matchability | 2008 | VLDB | 4.4415658e-05 |
| 902 | Statistical Schema Matching across Web Query Interfaces | 2003 | SIGMOD | 0.00015486247 |
| 3,921 | On the Complexity of Deriving Schema Mappings from Database Instances | 2008 | PODS | 6.6301252e-05 |
| 1,384 | Managing Semantic Heterogeneity in Databases : A Theoretical Perspective | 1997 | PODS | 0.00012262892 |
| 748 | Metadata Management for Large Statistical Databases | 1982 | VLDB | 0.00017268814 |
| 6,306 | A Metadata Approach to Resolving Semantic Conflicts | 1991 | VLDB | 5.1195907e-05 |
| 721 | Data Integration with Uncertainty | 2007 | VLDB | 0.00017570539 |
| 3,637 | Semantic Integration in Heterogeneous Databases Using Neural Networks | 1994 | VLDB | 6.8959519e-05 |