The Role of Schema Matching in Large Enterprises
Summary: Advocates using schema matching in large enterprises as decision-support for human planners—beyond its traditional role as a precursor to mapping/code generation—and catalogs practical application areas. Presents a customer-case evaluation exposing strengths and failure modes at industrial scale and proposes a new research agenda. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Ken Smith
- 2. Peter Mork
- 3. Len Seligman
- 4. Arnon Rosenthal
- 5. Michael Morse
- 6. Christopher Wolf
- 7. David Allen
- 8. Maya Li
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,485 | OpenII: An Open Source Information Integration Toolkit | 2010 | SIGMOD | 6.142053e-05 |
| 5,586 | HAMSTER: Using Search Clicklogs for Schema and Taxonomy Matching | 2009 | VLDB | 5.4194791e-05 |
| 12,249 | Exploring Schema Similarity At Multiple Resolutions | 2010 | SIGMOD | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 188 | Applying Model Management to Classical Meta Data Problems | 2003 | CIDR | 0.00035935715 |
| 304 | Generic Schema Matching with Cupid | 2001 | VLDB | 0.00028282278 |
| 383 | COMA - A system for flexible combination of schema matching approaches | 2002 | VLDB | 0.00024802484 |
| 671 | An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web | 2004 | SIGMOD | 0.00018370384 |
| 899 | Statistical Schema Matching across Web Query Interfaces | 2003 | SIGMOD | 0.00015476061 |
| 1,146 | Web-scale Data Integration: You can only afford to Pay As You Go | 2007 | CIDR | 0.0001367088 |
| 1,270 | Schema Summarization | 2006 | VLDB | 0.00012911456 |
| 2,792 | Incremental Schema Matching | 2006 | VLDB | 8.1185188e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,067 | Data-Driven Understanding and Refinement of Schema Mappings | 2001 | SIGMOD | 0.00014320456 |
| 174 | Schema Mapping as Query Discovery | 2000 | VLDB | 0.00038586435 |
| 1,527 | Generic Schema Matching, Ten Years Later | 2011 | VLDB | 0.00011494604 |
| 2,792 | Incremental Schema Matching | 2006 | VLDB | 8.1185188e-05 |
| 6,158 | MapMerge: Correlating Independent Schema Mappings | 2010 | VLDB | 5.1753051e-05 |
| 304 | Generic Schema Matching with Cupid | 2001 | VLDB | 0.00028282278 |
| 620 | Schema Mappings, Data Exchange, and Metadata Management | 2005 | PODS | 0.00018983367 |
| 8,825 | Analyzing and Revising Data Integration Schemas to Improve Their Matchability | 2008 | VLDB | 4.4371579e-05 |
| 9,661 | Meta-Mappings for Schema Mapping Reuse | 2019 | VLDB | 4.306608e-05 |
| 6,289 | Putting Context into Schema Matching | 2006 | VLDB | 5.1226008e-05 |