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 |
|---|---|---|---|---|
| 1,885 | The iBench Integration Metadata Generator | 2016 | VLDB | 0.00010206139 |
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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 | 0.00013432464 |
| 2,641 | STBenchmark: Towards a Benchmark for Mapping Systems | 2008 | VLDB | 8.3968228e-05 |
| 2,749 | Implementing Mapping Composition | 2006 | VLDB | 8.18014e-05 |
| 3,835 | ++Spicy: an Open-Source Tool for Second-Generation Schema Mapping and Data Exchange | 2011 | VLDB | 6.7129526e-05 |
| 5,252 | Value Invention in Data Exchange | 2013 | SIGMOD | 5.6002884e-05 |
| 6,158 | MapMerge: Correlating Independent Schema Mappings | 2010 | VLDB | 5.1753051e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 47 | Data Integration: A Theoretical Perspective | 2002 | PODS | 0.00069691761 |
| 9,817 | Structures, Semantics and Statistics | 2004 | VLDB | 4.2736845e-05 |
| 1,862 | Bootstrapping Pay-As-You-Go Data Integration Systems | 2008 | SIGMOD | 0.00010292134 |
| 8,825 | Analyzing and Revising Data Integration Schemas to Improve Their Matchability | 2008 | VLDB | 4.4371579e-05 |
| 718 | Data Integration with Uncertainty | 2007 | VLDB | 0.00017558942 |
| 5,568 | Interactive Generation of Integrated Schemas | 2008 | SIGMOD | 5.4286497e-05 |
| 12,861 | Data Integration in the Large: The Challenge of Reuse | 1994 | VLDB | 4.1905499e-05 |
| 2,641 | STBenchmark: Towards a Benchmark for Mapping Systems | 2008 | VLDB | 8.3968228e-05 |
| 4,675 | Comparing and Evaluating Mapping Systems with STBenchmark | 2008 | VLDB | 5.9999003e-05 |
| 1,885 | The iBench Integration Metadata Generator | 2016 | VLDB | 0.00010206139 |