Semantic Mapping using Extreme Learning Machine
B.M. Sangeetha, R. Vidhyapriya, Therumal Pathy S P · 2015
The tremendous growth of technologies such as the World Wide Web, Content Management Systems (CMS), and the emerging Semantic Web has initiated the problem of Ontology Mapping. Ontology specifies a conceptualization of a domain in terms of concepts, attributes, and relations. It involves concepts and relationships, which exist between the concepts. Ontology Mapping is done to find the relevance between the heterogeneous Ontological representations. Ontology matching was based on manual mapping or semi-structured mapping process. To automate the mapping process without human intervention, machine learning algorithms are used. The proposed work focuses on Extreme Learning Machine (ELM) algorithm to automate the Ontology Mapping process.