Bilinear model for ontology mapping

Jian-Zhang Wu^{1, 2}, Yu Xiao³, Wei Gao⁴

¹School of Computer Science & Engineer, Southeast University, Nanjing 210096, China

²Key Laboratory of Computer Network and Information Integration, Southeast University, Nanjing 210096, China

³School of Continuing Education, Southeast University, Nanjing 210096, China

⁴School of Information Science and Technology, Yunnan Normal University, Kunming, 650500, China

As a model of concept representation, ontology has widely applied to various disciplines. Ontology mapping is used to create the link between different ontologies. In this paper, we present a new ontology mapping algorithm by virtue of bilinear model. The linear mapping pair is given by the iterative procedure. Two strategies are manifested to obtain the finally ontology mapping. The simulation experimental results show that the proposed new technologies have high accuracy and efficiency on ontology mapping in certain applications.