Gain Control over your Integration Evaluations
Summary: Current integration benchmarks are narrow; schema mappings unify problems and enable robust empirical evaluation. Proposes a metadata generator to craft credible benchmarks and promotes shared, comparable evaluations of data integration. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Patricia C. Arocena
- 2. Radu Ciucanu
- 3. Boris Glavic
- 4. Renée J. Miller
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,883 | The iBench Integration Metadata Generator | 2016 | VLDB | 0.00010215862 |
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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 |
|---|---|---|---|---|
| 1,186 | Semantic Adaptation of Schema Mappings when Schemas Evolve | 2005 | VLDB | 0.00013443953 |
| 2,634 | STBenchmark: Towards a Benchmark for Mapping Systems | 2008 | VLDB | 8.4048633e-05 |
| 2,746 | Implementing Mapping Composition | 2006 | VLDB | 8.1878278e-05 |
| 3,830 | ++Spicy: an Open-Source Tool for Second-Generation Schema Mapping and Data Exchange | 2011 | VLDB | 6.7193951e-05 |
| 5,249 | Value Invention in Data Exchange | 2013 | SIGMOD | 5.6054145e-05 |
| 6,155 | MapMerge: Correlating Independent Schema Mappings | 2010 | VLDB | 5.1802715e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 48 | Data Integration: A Theoretical Perspective | 2002 | PODS | 0.00069720859 |
| 9,818 | Structures, Semantics and Statistics | 2004 | VLDB | 4.2777808e-05 |
| 1,858 | Bootstrapping Pay-As-You-Go Data Integration Systems | 2008 | SIGMOD | 0.00010301124 |
| 8,824 | Analyzing and Revising Data Integration Schemas to Improve Their Matchability | 2008 | VLDB | 4.4415658e-05 |
| 721 | Data Integration with Uncertainty | 2007 | VLDB | 0.00017570539 |
| 5,564 | Interactive Generation of Integrated Schemas | 2008 | SIGMOD | 5.4320854e-05 |
| 12,852 | Data Integration in the Large: The Challenge of Reuse | 1994 | VLDB | 4.1945683e-05 |
| 2,634 | STBenchmark: Towards a Benchmark for Mapping Systems | 2008 | VLDB | 8.4048633e-05 |
| 4,674 | Comparing and Evaluating Mapping Systems with STBenchmark | 2008 | VLDB | 6.0056966e-05 |
| 1,883 | The iBench Integration Metadata Generator | 2016 | VLDB | 0.00010215862 |