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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
9377
Venue
VLDB
Year
2005
Pagerank
0.00010637364
Overall Rank
1,761 | 87.77%
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 0.00011494604
2,641 STBenchmark: Towards a Benchmark for Mapping Systems 2008 VLDB 8.3968228e-05
2,792 Incremental Schema Matching 2006 VLDB 8.1185188e-05
3,708 MOMA - A Mapping-based Object Matching System 2007 CIDR 6.8213121e-05
4,675 Comparing and Evaluating Mapping Systems with STBenchmark 2008 VLDB 5.9999003e-05
5,586 HAMSTER: Using Search Clicklogs for Schema and Taxonomy Matching 2009 VLDB 5.4194791e-05
8,825 Analyzing and Revising Data Integration Schemas to Improve Their Matchability 2008 VLDB 4.4371579e-05
11,532 Valentine in Action: Matching Tabular Data at Scale 2021 VLDB 4.1905499e-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
207 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.00034571837
295 Using Schema Matching to Simplify Heterogeneous Data Translation 1998 VLDB 0.00028645757
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
528 Rethinking Database System Architecture: Towards a Self-tuning RISC-style Database System 2000 VLDB 0.0002085799
636 Automatic segmentation of text into structured records 2001 SIGMOD 0.00018815341
662 Database Tuning Advisor for Microsoft SQL Server 2005 2004 VLDB 0.00018478597
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
915 On Schema Matching with Opaque Column Names and Data Values 2003 SIGMOD 0.00015362622
1,067 Data-Driven Understanding and Refinement of Schema Mappings 2001 SIGMOD 0.00014320456
1,912 Information-Theoretic Tools for Mining Database Structure from Large Data Sets 2004 SIGMOD 0.00010116822
2,183 iMAP: Discovering Complex Semantic Matches between Database Schemas 2004 SIGMOD 9.3584357e-05
5,176 Mapping Maintenance for Data Integration Systems 2005 VLDB 5.6389361e-05
6,429 Self-Managing Technology in Database Management Systems 2004 VLDB 5.0595863e-05
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Overall Rank Paper Year Venue Pagerank
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899 Statistical Schema Matching across Web Query Interfaces 2003 SIGMOD 0.00015476061
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2,081 Sample-Driven Schema Mapping 2012 SIGMOD 9.58883e-05
5,080 Reducing Uncertainty of Schema Matching via Crowdsourcing 2013 VLDB 5.7081186e-05
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