Automatic construction of domain ontology based on ontology translation
Zhonghua Yu · Jisuanji gongcheng yu sheji · 2011
Manual ontology construction means large amounts of labor cost and time consuming,to solve the bottleneck problem of this work,the issue of automatic ontology construction becomes the focus of current research,taking into account that ontologies of a particular domain described by different languages are the same in nature despite the varied symbols on the surface level,an algorithm for automatic construction of domain ontology based on ontology translation is proposed.The algorithm selects the target language translation for labels of existing ontology by various statistical measures according to different characteristics of the labels.An experiment on translation of English financial ontology into Chinese is performed to validate the algorithm and validated the effectiveness of the algorithm.