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Research on Application of Ontology Reasoning in Linkage Discovery of Linked Data |
Liang Yiduo1,2, Zhai Jun1 |
1 Transportation Management College, Dalian Maritime University, Dalian 116026, China;
2 Department of Information Technology and Business Management, Dalian Neusoft University of Information, Dalian 116023, China |
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Abstract [Objective] Take advantage of Ontology reasoning for linkage discovery of linked data. [Context] Based on the application in library and with book resources as research object, Ontology reasoning is applied to establish the linkage relationship between resources. [Methods] The linkage discovery framework is proposed and description of each layer is given. Fuseki, Jena, Pubby and PHP are used to implement the framework, and effectiveness inspection scheme is designed and executed. [Results] The experiment results show that the framework can establish the linkage relationship between book resources. By comparing with the similarity match method, the average recall ratio of linkage discovery can be increased by about 15%. Also, semantic knowledge discovery can be achieved. [Conclusions] Ontology reasoning can effectively be applied to the linkage discovery of linked data, which has high engineering application value.
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Received: 29 September 2014
Published: 21 May 2015
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