Title :
X-SOM: A Flexible Ontology Mapper
Author :
Curino, Carlo ; Orsi, Giorgio ; Tanca, Letizia
Author_Institution :
Politecnico di Milano, Milan
Abstract :
System interoperability is a well known issue, especially for heterogeneous information systems, where ontology- based representations may support automatic and user- transparent integration. In this paper we present X-SOM: an ontology mapping and integration tool. The contribution of our tool is a modular and extensible architecture that automatically combines several matching techniques by means of a neural network, performing also ontology debugging to avoid inconsistencies. Besides describing the tool components, we discuss the prototype implementation, which has been tested against the OAEI 2006 benchmark with promising results.
Keywords :
neural nets; ontologies (artificial intelligence); open systems; X-SOM; automatic integration; flexible ontology mapper; heterogeneous information systems; matching techniques; neural network; ontology debugging; ontology mapping; ontology-based representations; system interoperability; user-transparent integration; Aggregates; Databases; Debugging; Electronic mail; Expert systems; Information systems; Neural networks; Ontologies; Prototypes; Testing;
Conference_Titel :
Database and Expert Systems Applications, 2007. DEXA '07. 18th International Workshop on
Conference_Location :
Regensburg
Print_ISBN :
978-0-7695-2932-5
DOI :
10.1109/DEXA.2007.16