| 基于知网和知识图的汉语词语语义相似度算法 |
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| 引用本文： | 张晓孪,王西锋.基于知网和知识图的汉语词语语义相似度算法[J].计算机与数字工程,2011(10):72-76. |
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| 作者姓名： | 张晓孪 王西锋 |
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| 作者单位： | 宝鸡文理学院计算机科学系 宝鸡 721016 |
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| 基金项目： | 宝鸡文理学院院级重点科研项目(编号:ZK10167)资助 |
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| 摘 要： | 汉语词语间语义相似是词语间的基本关系之一,文章提出了一种基于知网和知识图的词语语义相似度计算的方法,通过改进传统的知识图表示方式,根据知网中概念项的抽取结果对词语的义项进行表示,用词图的相似度来表示相应词语的语义相似度。实验结果表明该算法对词语间语义相似度计算是有效的。
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| 关 键 词： | 知网 知识图 汉语词语 语义相似度 词图 |
A Chinese Word Semantic Similarity Algorithm Based on HowNet and Knowledge Graph |
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| Zhang Xiaoluan,Wang Xifeng.A Chinese Word Semantic Similarity Algorithm Based on HowNet and Knowledge Graph[J].Computer and Digital Engineering,2011(10):72-76. |
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| Authors: | Zhang Xiaoluan Wang Xifeng |
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| Affiliation: | Zhang Xiaoluan Wang Xifeng(Department of Computer Science,Baoji University Arts & Sci.,Baoji 721016) |
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| Abstract: | Semantic similarity is one of the basic relations between Chinese words.In this paper,the words semantic similarity based on HowNet and knowledge graph is presented,the traditional knowledge graph have been improved,expressed the concept of word according to the extracted results of DEF in HowNet,the similarity of word graph was respond to the similarity of words.The experiment result proves this algorithm is effective for word semantic similarity computation. |
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| Keywords: | HowNet knowledge graph Chinese words semantic similarity word graph |
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