An Improved Word Similarity Algorithm Based on Semantic

Dongsen Si, Cao Boyan, Zeng-zhi Li, Gao Qiang
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Abstract

Presents a Word Similarity Algorithm based on Thesaurus, Made two changes to the structure of Thesaurus to accurately reflect the semantic distance, the algorithm took into account the Thesaurus classification for different parts of speech, the Thesaurus density, the relationship between words and so on. Experiments show that this method can significantly improve the quality of similarity calculation.
一种基于语义的改进词相似度算法
提出了一种基于同义词典的词相似度算法,对同义词典的结构做了两处改动,以准确反映语义距离,该算法考虑了同义词典对不同词类的分类、同义词典的密度、词与词之间的关系等。实验表明,该方法能显著提高相似度计算的质量。
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