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Jianguo Wei
Tianjin University

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Word Semantic Similarity Calculation Based on Domain Knowledge and HowNet Xinyuan Feng; Jianguo Wei; Wenhuan Lu; Jianwu Dang
Indonesian Journal of Electrical Engineering and Computer Science Vol 12, No 2: February 2014
Publisher : Institute of Advanced Engineering and Science

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Abstract

Word semantic similarity is the foundation of semantic processing, and is a key issue in many applications. This paper argues that word semantic similarity should associate with domain knowledge, which traditional methods did not take into account. In order to adopt domain knowledge into semantic similarity measurement, this paper proposed a sensitive words sets approach. For this purpose, we also propose a new approach for sememe similarity calculation. This method distinguishes three different positional relationships between two sememes, and the results have shown that our method overperformed than other methods based on a Chinese knowledge base ‘HowNet’. DOI : http://dx.doi.org/10.11591/telkomnika.v12i2.4416
Co-Authors Jianwu Dang Wenhuan Lu Xinyuan Feng