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Tuning Schema Matching Software using Synthetic Scenarios

Summary: Automatic tuning of schema matching via synthetic scenarios with ground-truth mappings. Sequentially search tuning space from low-level components; broadens applicability to diverse matchers and improves real-schema accuracy, with optional user input. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
9376
Venue
VLDB
Year
2005
Pagerank
0.00010646894
Overall Rank
1,762 | 87.75%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

Rank Citing Paper Year Venue Pagerank
1,527 Generic Schema Matching, Ten Years Later 2011 VLDB 0.00011499442
2,634 STBenchmark: Towards a Benchmark for Mapping Systems 2008 VLDB 8.4048633e-05
2,788 Incremental Schema Matching 2006 VLDB 8.1251255e-05
3,712 MOMA - A Mapping-based Object Matching System 2007 CIDR 6.823134e-05
4,674 Comparing and Evaluating Mapping Systems with STBenchmark 2008 VLDB 6.0056966e-05
5,571 HAMSTER: Using Search Clicklogs for Schema and Taxonomy Matching 2009 VLDB 5.4283499e-05
8,824 Analyzing and Revising Data Integration Schemas to Improve Their Matchability 2008 VLDB 4.4415658e-05
11,528 Valentine in Action: Matching Tabular Data at Scale 2021 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
208 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.0003460594
294 Using Schema Matching to Simplify Heterogeneous Data Translation 1998 VLDB 0.00028669519
303 Generic Schema Matching with Cupid 2001 VLDB 0.00028301477
382 COMA - A system for flexible combination of schema matching approaches 2002 VLDB 0.00024823252
527 Rethinking Database System Architecture: Towards a Self-tuning RISC-style Database System 2000 VLDB 0.00020868847
637 Automatic segmentation of text into structured records 2001 SIGMOD 0.00018824614
661 Database Tuning Advisor for Microsoft SQL Server 2005 2004 VLDB 0.00018481174
672 An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web 2004 SIGMOD 0.00018355746
902 Statistical Schema Matching across Web Query Interfaces 2003 SIGMOD 0.00015486247
916 On Schema Matching with Opaque Column Names and Data Values 2003 SIGMOD 0.00015379422
1,065 Data-Driven Understanding and Refinement of Schema Mappings 2001 SIGMOD 0.00014338146
1,908 Information-Theoretic Tools for Mining Database Structure from Large Data Sets 2004 SIGMOD 0.00010126101
2,174 iMAP: Discovering Complex Semantic Matches between Database Schemas 2004 SIGMOD 9.3672342e-05
5,174 Mapping Maintenance for Data Integration Systems 2005 VLDB 5.6443463e-05
6,433 Self-Managing Technology in Database Management Systems 2004 VLDB 5.0642403e-05
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Overall Rank Paper Year Venue Pagerank
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902 Statistical Schema Matching across Web Query Interfaces 2003 SIGMOD 0.00015486247
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2,078 Sample-Driven Schema Mapping 2012 SIGMOD 9.599707e-05
5,081 Reducing Uncertainty of Schema Matching via Crowdsourcing 2013 VLDB 5.7132042e-05
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