A comparative analysis of methodologies for database schema integration
ACM Computing Surveys (CSUR)
Infomaster: an information integration system
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Issues and approaches of database integration
Communications of the ACM
An automatic technique for detecting type conflicts in database schemes
Proceedings of the seventh international conference on Information and knowledge management
Data & Knowledge Engineering
Integrating relational database schemas using a standardized dictionary
Proceedings of the 2001 ACM symposium on Applied computing
Reconciling schemas of disparate data sources: a machine-learning approach
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Resolving semantic heterogeneity in schema integration
Proceedings of the international conference on Formal Ontology in Information Systems - Volume 2001
A Blackboard-Based Cooperative System for Schema Integration
IEEE Expert: Intelligent Systems and Their Applications
Using Schema Matching to Simplify Heterogeneous Data Translation
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Generic Schema Matching with Cupid
Proceedings of the 27th International Conference on Very Large Data Bases
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The VLDB Journal — The International Journal on Very Large Data Bases
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DANTE '99 Proceedings of the 1999 International Symposium on Database Applications in Non-Traditional Environments
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IEEE Internet Computing
Learning to match ontologies on the Semantic Web
The VLDB Journal — The International Journal on Very Large Data Bases
COMA: a system for flexible combination of schema matching approaches
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
An adaptive approach to schema classification for data warehouse modeling
Journal of Computer Science and Technology
An event-based approach for semantic metadata interoperability
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Towards an automatic service discovery for UML-based rich service descriptions
MODELS'12 Proceedings of the 15th international conference on Model Driven Engineering Languages and Systems
International Journal of Advanced Pervasive and Ubiquitous Computing
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Currently, schema integration frameworks use approaches like rule-based, machine learning, etc. This paper presents an ontology-based wrapper-mediator framework that uses both the rule-based and machine learning strategies at the same time. The proposed framework uses global and local ontologies for resolving syntactic and semantic heterogeneity, and XML for interoperability. The concepts in the candidate schemas are merged on the basis of the similarity coefficient, which is calculated using the defined rules and the prior mappings stored in the case-base.