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Analyzing and Revising Data Integration Schemas to Improve Their Matchability

Summary: Introduces mSeer to improve mediated schemas for easier matching. Computes a matchability score, surfaces bottlenecks, and suggests semantically preserving edits (rename, format) to boost future matchability, validated on real domains. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
9713
Venue
VLDB
Year
2008
Pagerank
4.4415658e-05
Overall Rank
8,824 | 38.62%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank Citing Paper Year Venue Pagerank
5,571 HAMSTER: Using Search Clicklogs for Schema and Taxonomy Matching 2009 VLDB 5.4283499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 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
689 Debugging Schema Mappings with Routes 2006 VLDB 0.00018111991
916 On Schema Matching with Opaque Column Names and Data Values 2003 SIGMOD 0.00015379422
968 Schema and Ontology Matching with COMA++ 2005 SIGMOD 0.0001495703
1,065 Data-Driven Understanding and Refinement of Schema Mappings 2001 SIGMOD 0.00014338146
1,301 The Use of Information Capacity in Schema Integration and Translation 1993 VLDB 0.00012706678
1,762 Tuning Schema Matching Software using Synthetic Scenarios 2005 VLDB 0.00010646894
1,950 Leveraging Data and Structure in Ontology Integration 2007 SIGMOD 9.9756731e-05
2,174 iMAP: Discovering Complex Semantic Matches between Database Schemas 2004 SIGMOD 9.3672342e-05
2,252 Compiling Mappings to Bridge Applications and Databases 2007 SIGMOD 9.1976999e-05
2,788 Incremental Schema Matching 2006 VLDB 8.1251255e-05
6,352 Interactive Query Formulation over Web Service-Accessed Sources 2006 SIGMOD 5.0998595e-05
8,983 Self-Organizing Schema Mappings in the GridVine Peer Data Management System 2007 VLDB 4.4164619e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
902 Statistical Schema Matching across Web Query Interfaces 2003 SIGMOD 0.00015486247
6,792 Automatically Incorporating New Sources in Keyword Search-Based Data Integration 2010 SIGMOD 4.9249098e-05
5,564 Interactive Generation of Integrated Schemas 2008 SIGMOD 5.4320854e-05
2,174 iMAP: Discovering Complex Semantic Matches between Database Schemas 2004 SIGMOD 9.3672342e-05
6,290 Putting Context into Schema Matching 2006 VLDB 5.1271647e-05
9,660 Meta-Mappings for Schema Mapping Reuse 2019 VLDB 4.3107389e-05
8,823 The Role of Schema Matching in Large Enterprises 2009 CIDR 4.4415658e-05
5,081 Reducing Uncertainty of Schema Matching via Crowdsourcing 2013 VLDB 5.7132042e-05
6,155 MapMerge: Correlating Independent Schema Mappings 2010 VLDB 5.1802715e-05
208 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.0003460594