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Generic Schema Matching with Cupid

Summary: Introduces Cupid, a generic, model-agnostic schema-matching algorithm using names, types, constraints, and structure. Key ideas: integrated linguistic-structural matching, context-aware shared types, leaf-first bias; experiments compare Cupid to two systems. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
8729
Venue
VLDB
Year
2001
Pagerank
0.00028301477
Overall Rank
303 | 97.90%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 46 of 46 citing papers.

Rank Citing Paper Year Venue Pagerank
107 WebTables: Exploring the Power of Tables on the Web 2008 VLDB 0.00048377684
280 Eliminating Fuzzy Duplicates in Data Warehouses 2002 VLDB 0.00029113044
382 COMA - A system for flexible combination of schema matching approaches 2002 VLDB 0.00024823252
420 InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables 2012 SIGMOD 0.00023719065
672 An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web 2004 SIGMOD 0.00018355746
893 Data Integration: The Teenage Years 2006 VLDB 0.00015558352
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
1,527 Generic Schema Matching, Ten Years Later 2011 VLDB 0.00011499442
1,693 Merging Models Based on Given Correspondences 2003 VLDB 0.00010900382
1,762 Tuning Schema Matching Software using Synthetic Scenarios 2005 VLDB 0.00010646894
2,078 Sample-Driven Schema Mapping 2012 SIGMOD 9.599707e-05
2,174 iMAP: Discovering Complex Semantic Matches between Database Schemas 2004 SIGMOD 9.3672342e-05
2,425 Instance-based Schema Matching for Web Databases by Domain-specific Query Probing 2004 VLDB 8.8376569e-05
2,447 WISE-Integrator: An Automatic Integrator of Web Search Interfaces for E-Commerce 2003 VLDB 8.8037197e-05
2,587 Table-GPT: Table Fine-tuned GPT for Diverse Table Tasks 2024 SIGMOD 8.4924618e-05
2,590 Answering Queries from Statistics and Probabilistic Views 2005 VLDB 8.483194e-05
3,328 Multi-column Substring Matching for Database Schema Translation 2006 VLDB 7.2174278e-05
3,724 Toward Large Scale Integration: Building a MetaQuerier over Databases on the Web 2005 CIDR 6.8173288e-05
3,823 Automatic Discovery of Attributes in Relational Databases 2011 SIGMOD 6.7261168e-05
4,173 Automatic Example Queries for Ad Hoc Databases 2011 SIGMOD 6.3874627e-05
4,859 Integrating Data Lake Tables 2023 VLDB 5.8732433e-05
5,571 HAMSTER: Using Search Clicklogs for Schema and Taxonomy Matching 2009 VLDB 5.4283499e-05
5,646 XBenchMatch: a Benchmark for XML Schema Matching Tools 2007 VLDB 5.3919887e-05
6,290 Putting Context into Schema Matching 2006 VLDB 5.1271647e-05
6,475 Explain3D: Explaining Disagreements in Disjoint Datasets 2019 VLDB 5.0497183e-05
6,652 Information Preserving XML Schema Embedding 2005 VLDB 4.9761854e-05
6,676 A Gauss Function Based Approach for Unbalanced Ontology Matching 2009 SIGMOD 4.9659764e-05
6,758 Data Migration using Datalog Program Synthesis 2020 VLDB 4.937199e-05
6,787 FICSR: Feedback-based InConSistency Resolution and Query Processing on Misaligned Data Sources 2007 SIGMOD 4.92548e-05
6,792 Automatically Incorporating New Sources in Keyword Search-Based Data Integration 2010 SIGMOD 4.9249098e-05
6,827 Light-weight Domain-based Form Assistant: Querying Web Databases On the Fly 2005 VLDB 4.9137918e-05
6,959 Supporting OLAP Operations over Imperfectly Integrated Taxonomies 2008 SIGMOD 4.8857059e-05
7,048 Magneto: Combining Small and Large Language Models for Schema Matching 2025 VLDB 4.8520651e-05
7,463 Automated Migration of Hierarchical Data to Relational Tables using Programming-by-Example 2018 VLDB 4.7232241e-05
8,197 SparkCruise: Workload Optimization in Managed Spark Clusters at Microsoft 2021 VLDB 4.5607121e-05
8,632 Measuring the Structural Similarity of Semistructured Documents Using Entropy 2007 VLDB 4.4803734e-05
8,823 The Role of Schema Matching in Large Enterprises 2009 CIDR 4.4415658e-05
8,911 PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching 2023 VLDB 4.427232e-05
8,964 Knowledge Translation 2020 VLDB 4.4198627e-05
9,379 GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example 2023 SIGMOD 4.3462787e-05
9,491 Solving Hard Variants of Database Schema Matching on Quantum Computers 2023 VLDB 4.3341665e-05
10,340 A Quantum-Leap into Schema Matching: Beyond 1-to-1 Matchings 2025 PODS 4.1945683e-05
10,754 OmniMatch: Joinability Discovery in Data Products 2025 VLDB 4.1945683e-05
11,230 VersaMatch: Ontology Matching with Weak Supervision 2023 VLDB 4.1945683e-05
12,456 Integrating and Querying Taxonomies with QUEST in the Presence of Conflicts 2007 SIGMOD 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 3 of 3 cited papers.

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

Rank Cited Paper Year Venue Pagerank
173 Schema Mapping as Query Discovery 2000 VLDB 0.00038627829
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
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