The merge/purge problem for large databases
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
Duplicate Record Detection: A Survey
IEEE Transactions on Knowledge and Data Engineering
Ontology Matching
Using Bayesian decision for ontology mapping
Web Semantics: Science, Services and Agents on the World Wide Web
Integration of Ontology Data through Learning Instance Matching
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
A Method for Estimating the Precision of Placename Matching
IEEE Transactions on Knowledge and Data Engineering
Ontology change: Classification and survey
The Knowledge Engineering Review
On the Ontology Instance Matching Problem
DEXA '08 Proceedings of the 2008 19th International Conference on Database and Expert Systems Application
Deriving Concept Mappings through Instance Mappings
ASWC '08 Proceedings of the 3rd Asian Semantic Web Conference on The Semantic Web
Managing Co-reference Knowledge for Data Integration
Proceedings of the 2009 conference on Information Modelling and Knowledge Bases XX
Empowering Provenance in Data Integration
ADBIS '09 Proceedings of the 13th East European Conference on Advances in Databases and Information Systems
MPEG-7 Based Multimedia Information Integration through Instance Matching
ICSC '09 Proceedings of the 2009 IEEE International Conference on Semantic Computing
Ontology and Schema Evolution in Data Integration: Review and Assessment
OTM '09 Proceedings of the Confederated International Conferences, CoopIS, DOA, IS, and ODBASE 2009 on On the Move to Meaningful Internet Systems: Part II
An empirical study of instance-based ontology matching
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Feature-based entity matching: the FBEM model, implementation, evaluation
CAiSE'10 Proceedings of the 22nd international conference on Advanced information systems engineering
Exelixis: evolving ontology-based data integration system
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Leveraging terminological structure for object reconciliation
ESWC'10 Proceedings of the 7th international conference on The Semantic Web: research and Applications - Volume Part II
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In this paper we describe an ontology to ontology (OtO) matching system which implements a novel instance matching algorithm. The proposed multi-strategy matching system is domain independent and fully customizable at any level. It optimizes the instance matching process by leveraging (a) the rich semantic knowledge from the schema matching results, (b) the implicit knowledge of the domain expert by capturing the identification power of the properties and (c) the probability estimation of the result's validity, in order to accurately detect the ontology instances that represent the same real-world entity. Furthermore we evaluate the system with the ISLab Instance Matching Benchmark in the Ontology Alignment Evaluation Initiative 2009 campaign and report the results.