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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
8730
Venue
VLDB
Year
2001
Pagerank
0.00028282278
Overall Rank
304 | 97.89%
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
108 WebTables: Exploring the Power of Tables on the Web 2008 VLDB 0.00048345996
279 Eliminating Fuzzy Duplicates in Data Warehouses 2002 VLDB 0.00029141798
383 COMA - A system for flexible combination of schema matching approaches 2002 VLDB 0.00024802484
420 InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables 2012 SIGMOD 0.00023700634
671 An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web 2004 SIGMOD 0.00018370384
889 Data Integration: The Teenage Years 2006 VLDB 0.00015548507
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
1,527 Generic Schema Matching, Ten Years Later 2011 VLDB 0.00011494604
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
2,081 Sample-Driven Schema Mapping 2012 SIGMOD 9.58883e-05
2,183 iMAP: Discovering Complex Semantic Matches between Database Schemas 2004 SIGMOD 9.3584357e-05
2,428 Instance-based Schema Matching for Web Databases by Domain-specific Query Probing 2004 VLDB 8.8293516e-05
2,447 WISE-Integrator: An Automatic Integrator of Web Search Interfaces for E-Commerce 2003 VLDB 8.7958725e-05
2,585 Table-GPT: Table Fine-tuned GPT for Diverse Table Tasks 2024 SIGMOD 8.4909917e-05
2,593 Answering Queries from Statistics and Probabilistic Views 2005 VLDB 8.4758322e-05
3,329 Multi-column Substring Matching for Database Schema Translation 2006 VLDB 7.2120421e-05
3,721 Toward Large Scale Integration: Building a MetaQuerier over Databases on the Web 2005 CIDR 6.8139343e-05
3,826 Automatic Discovery of Attributes in Relational Databases 2011 SIGMOD 6.7204879e-05
4,168 Automatic Example Queries for Ad Hoc Databases 2011 SIGMOD 6.3822979e-05
4,860 Integrating Data Lake Tables 2023 VLDB 5.867964e-05
5,586 HAMSTER: Using Search Clicklogs for Schema and Taxonomy Matching 2009 VLDB 5.4194791e-05
5,658 XBenchMatch: a Benchmark for XML Schema Matching Tools 2007 VLDB 5.3868097e-05
6,289 Putting Context into Schema Matching 2006 VLDB 5.1226008e-05
6,468 Explain3D: Explaining Disagreements in Disjoint Datasets 2019 VLDB 5.0448709e-05
6,651 Information Preserving XML Schema Embedding 2005 VLDB 4.9714449e-05
6,677 A Gauss Function Based Approach for Unbalanced Ontology Matching 2009 SIGMOD 4.9615274e-05
6,736 Data Migration using Datalog Program Synthesis 2020 VLDB 4.9417961e-05
6,787 FICSR: Feedback-based InConSistency Resolution and Query Processing on Misaligned Data Sources 2007 SIGMOD 4.9207828e-05
6,793 Automatically Incorporating New Sources in Keyword Search-Based Data Integration 2010 SIGMOD 4.9201319e-05
6,827 Light-weight Domain-based Form Assistant: Querying Web Databases On the Fly 2005 VLDB 4.9090767e-05
6,958 Supporting OLAP Operations over Imperfectly Integrated Taxonomies 2008 SIGMOD 4.8810116e-05
7,045 Magneto: Combining Small and Large Language Models for Schema Matching 2025 VLDB 4.8474104e-05
8,104 Automated Migration of Hierarchical Data to Relational Tables using Programming-by-Example 2018 VLDB 4.5815095e-05
8,196 SparkCruise: Workload Optimization in Managed Spark Clusters at Microsoft 2021 VLDB 4.5568952e-05
8,632 Measuring the Structural Similarity of Semistructured Documents Using Entropy 2007 VLDB 4.4760331e-05
8,824 The Role of Schema Matching in Large Enterprises 2009 CIDR 4.4371579e-05
8,913 PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching 2023 VLDB 4.4229886e-05
8,969 Knowledge Translation 2020 VLDB 4.415626e-05
9,355 GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example 2023 SIGMOD 4.3484264e-05
9,492 Solving Hard Variants of Database Schema Matching on Quantum Computers 2023 VLDB 4.3300131e-05
10,352 A Quantum-Leap into Schema Matching: Beyond 1-to-1 Matchings 2025 PODS 4.1905499e-05
10,760 OmniMatch: Joinability Discovery in Data Products 2025 VLDB 4.1905499e-05
11,232 VersaMatch: Ontology Matching with Weak Supervision 2023 VLDB 4.1905499e-05
12,465 Integrating and Querying Taxonomies with QUEST in the Presence of Conflicts 2007 SIGMOD 4.1905499e-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
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
295 Using Schema Matching to Simplify Heterogeneous Data Translation 1998 VLDB 0.00028645757
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