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Generic Schema Matching, Ten Years Later

Summary: Ten years later, generic schema matching is treated as an independent problem, with taxonomy, a new matching algorithm, and a comparative evaluation framework. Surveys post-2001 advances, commercial deployments, and data-integration directions. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10300
Venue
VLDB
Year
2011
Pagerank
0.00011494604
Overall Rank
1,527 | 89.39%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 15 of 15 citing papers.

Rank Citing Paper Year Venue Pagerank
420 InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables 2012 SIGMOD 0.00023700634
2,607 Extraction and Integration of Partially Overlapping Web Sources 2013 VLDB 8.4615436e-05
2,638 Schema Extraction for Tabular Data on the Web 2013 VLDB 8.3995765e-05
3,798 Stitching Web Tables for Improving Matching Quality 2017 VLDB 6.753528e-05
3,854 Generating Concise Entity Matching Rules 2017 SIGMOD 6.697423e-05
8,054 Generating Succinct Descriptions of Database Schemata for Cost-Efficient Prompting of Large Language Models 2024 VLDB 4.5909042e-05
8,096 Saga: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications 2023 SIGMOD 4.583522e-05
8,497 Synthesizing Mapping Relationships Using Table Corpus 2017 SIGMOD 4.49328e-05
9,355 GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example 2023 SIGMOD 4.3484264e-05
9,661 Meta-Mappings for Schema Mapping Reuse 2019 VLDB 4.306608e-05
9,851 Adaptive Schema Databases 2017 CIDR 4.2680295e-05
10,352 A Quantum-Leap into Schema Matching: Beyond 1-to-1 Matchings 2025 PODS 4.1905499e-05
10,453 LLM-Matcher: A Name-Based Schema Matching Tool using Large Language Models 2025 SIGMOD 4.1905499e-05
11,704 (Artificial) Mind over Matter: Integrating Humans and Algorithms in Solving Matching Problems 2018 SIGMOD 4.1905499e-05
12,154 DrillBeyond: Enabling Business Analysts to Explore the Web of Open Data 2012 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 27 of 27 cited papers.

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

Rank Cited Paper Year Venue Pagerank
174 Schema Mapping as Query Discovery 2000 VLDB 0.00038586435
207 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.00034571837
233 Crawling the Hidden Web 2001 VLDB 0.00031996412
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
968 Schema and Ontology Matching with COMA++ 2005 SIGMOD 0.00014941789
1,075 Model Management 2.0: Manipulating Richer Mappings 2007 SIGMOD 0.00014233255
1,186 Semantic Adaptation of Schema Mappings when Schemas Evolve 2005 VLDB 0.00013432464
1,490 Supporting Executable Mappings in Model Management 2005 SIGMOD 0.00011687193
1,493 Inverting Schema Mappings 2006 PODS 0.00011682325
1,538 Google's Deep-Web Crawl 2008 VLDB 0.00011455291
1,689 Merging Models Based on Given Correspondences 2003 VLDB 0.00010895047
1,761 Tuning Schema Matching Software using Synthetic Scenarios 2005 VLDB 0.00010637364
2,252 Compiling Mappings to Bridge Applications and Databases 2007 SIGMOD 9.1887678e-05
2,694 Quasi-inverses of Schema Mappings 2007 PODS 8.2836784e-05
2,749 Implementing Mapping Composition 2006 VLDB 8.18014e-05
2,792 Incremental Schema Matching 2006 VLDB 8.1185188e-05
4,033 Flexible String Matching Against Large Databases in Practice 2004 VLDB 6.5125692e-05
4,485 OpenII: An Open Source Information Integration Toolkit 2010 SIGMOD 6.142053e-05
5,568 Interactive Generation of Integrated Schemas 2008 SIGMOD 5.4286497e-05
5,586 HAMSTER: Using Search Clicklogs for Schema and Taxonomy Matching 2009 VLDB 5.4194791e-05
6,289 Putting Context into Schema Matching 2006 VLDB 5.1226008e-05
6,677 A Gauss Function Based Approach for Unbalanced Ontology Matching 2009 SIGMOD 4.9615274e-05
7,101 AgreementMaker: Efficient Matching for Large Real-World Schemas and Ontologies 2009 VLDB 4.8259062e-05
12,710 Panel: Is Generic Metadata Management Feasible? 2000 VLDB 4.1905499e-05
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Overall Rank Paper Year Venue Pagerank
7,650 Foundations of Schema Mapping Management 2010 PODS 4.6839185e-05
12,231 Schema Clustering and Retrieval for Multi-domain Pay-As-You-Go Data Integration Systems 2010 SIGMOD 4.1905499e-05
620 Schema Mappings, Data Exchange, and Metadata Management 2005 PODS 0.00018983367
9,661 Meta-Mappings for Schema Mapping Reuse 2019 VLDB 4.306608e-05
4,980 Towards a Theory of Schema-Mapping Optimization 2008 PODS 5.7825422e-05
899 Statistical Schema Matching across Web Query Interfaces 2003 SIGMOD 0.00015476061
2,428 Instance-based Schema Matching for Web Databases by Domain-specific Query Probing 2004 VLDB 8.8293516e-05
6,289 Putting Context into Schema Matching 2006 VLDB 5.1226008e-05
304 Generic Schema Matching with Cupid 2001 VLDB 0.00028282278
8,824 The Role of Schema Matching in Large Enterprises 2009 CIDR 4.4371579e-05