文章基本信息

标题：Lightweight ontologies mapping and the Semantic Similarity based on WordNet
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作者：Jialing Li
期刊名称：Advances in Computer Science and its Applications
印刷版ISSN：2166-2924
出版年度：2012
卷号：1
期号：2
页码：111-117
语种：English
出版社：World Science Publisher
摘要：Ontology mapping is an important way to solve two mainly heterogeneity problem metadata and instance heterogeneity between ontologies [1], the former focuses on the intended meaning of described information, while the latter is more concerned about different representations of instances. In this paper, we mapped lightweight ontology exacted from WordNet tree-like structure with ontology based on semantic lexicon build by W3C to attain a XML schema file which preserving hierarchy information meanwhile each node contains URI linked to more complete information. Also we implement a method to calculate semantic similarity based on the cosine distance of 3 vectors exacted from WordNet’s semantic information. Experiment shows that it’s a feasible way for similarity calculation.
关键词：Lightweight ontologies;Semantic similarity;W3C ontology, WordNet