Ontology Mapping Based on Bayesian Network  

作　　者：张凌宇 陶佰睿 

机构地区：[1]Computer Center,Qiqihar University

出　　处：《Journal of Donghua University(English Edition)》2015年第4期681-687,共7页东华大学学报（英文版）

基　　金：National Natural Science Foundation of China(No.61204127);Natural Science Foundations of Heilongjiang Province,China(Nos.F2015024,F201334);Young Foundation of Qiqihar University,China(No.2014k-M08)

摘　　要：Ontology mapping is a key interoperability enabler for the semantic web. In this paper,a new ontology mapping approach called ontology mapping based on Bayesian network( OM-BN) is proposed. OM-BN combines the models of ontology and Bayesian Network,and applies the method of Multi-strategy to computing similarity. In OM-BN,the characteristics of ontology,such as tree structure and semantic inclusion relations among concepts,are used during the process of translation from ontology to ontology Bayesian network( OBN). Then the method of Multi-strategy is used to create similarity table( ST) for each concept-node in OBN. Finally,the iterative process of mapping reasoning is used to deduce new mappings from STs,repeatedly.Ontology mapping is a key interoperability enabler for the semantic web. In this paper,a new ontology mapping approach called ontology mapping based on Bayesian network（ OM-BN） is proposed. OM-BN combines the models of ontology and Bayesian Network,and applies the method of Multi-strategy to computing similarity. In OM-BN,the characteristics of ontology,such as tree structure and semantic inclusion relations among concepts,are used during the process of translation from ontology to ontology Bayesian network（ OBN）. Then the method of Multi-strategy is used to create similarity table（ ST） for each concept-node in OBN. Finally,the iterative process of mapping reasoning is used to deduce new mappings from STs,repeatedly.

关 键 词：COMPONENT ontology mapping multi-strategy Bayesian network model 

分 类 号：TG335.58[金属学及工艺—金属压力加工]