Research on Ontology Mapping based on Machine Learning for Semantic Web
Yimin Shi · Microcomputer Information · 2009
Ontology mapping is an effective method of solving the problem of knowledge sharing and knowledge reuse among different ontology on semantic web. This paper based on solving the various problems of heterogeneous among ontology,taking into account the most current ontology mapping efficiency is not high,the results of ontology mapping is not accurate enough,either. To address the above issues,this paper compared and analyzed various methods of ontology mapping,studied ontology mapping mechanism based on machine learning technology,proposed efficient ontology mapping method and system framework. The method adopts machine learning techniques to enhance the degree of automation ontology mapping,uses comprehensive evaluation technology to amend the results of ontology mapping,with the result of improving the accuracy of ontology mapping.