NN based Ontology Mapping

Shenoy, Manjula K and Shet, K C and Acharya, Dinesh U (2012) NN based Ontology Mapping. International conference on advances in information Technology and mobile communicationsAIM2012.

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Abstract

The Semantic Web presents new opportunities for enabling modeling, sharing and reasoning with knowledge available on the web. These are made possible through the formal representation of the knowledge domain with ontologies. Ontology is also seen as a key factor for enabling interoperability across heterogeneous systems. Ontology mapping is required for combining distributed and heterogeneous ontologies. This paper introduces you to the problem of heterogeneity, and need for ontologies and mapping. Also gives an overview of some such ontology mapping systems together with a new system using neural network. The system designed takes owl files as input and determines all kinds of matching such as 1:1,1:n,n:1,n:n between the entities

Item Type: Article
Uncontrolled Keywords: Semantic Web, OWL, XML, Ontology, Ontology mapping ,Neural Network
Subjects: Engineering > MIT Manipal > Computer Science and Engineering
Depositing User: MIT Library
Date Deposited: 16 Mar 2013 09:56
Last Modified: 16 Mar 2013 09:56
URI: http://eprints.manipal.edu/id/eprint/79121

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