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矩阵单值分解与段落关键词向量的修正

Using Matrix Singular Value Decomposition Method to Revise a Paragraph's Keyword Vectors
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摘要 When designing an automatic abstracting method using automatic clustering thought,it’s required to generate a paragraph’s keyword vectors.The precision of keyword vectors has a big influence on the effect of paragraph clustering,hence influencing that of automatic abstracting.In this paper,a method using singular value decomposition technique for revising a paragraph’s keyword vectors is given. When designing an automatic abstracting method using automatic clustering thought,it's required to generate a paragraph's keyword vectors.The precision of keyword vectors has a big influence on the effect of paragraph clustering,hence influencing that of automatic abstracting.In this paper,a method using singular value decomposition technique for revising a paragraph's keyword vectors is given.
作者 杨建林
出处 《情报理论与实践》 CSSCI 北大核心 2001年第3期167-168,共2页 Information Studies:Theory & Application
关键词 自动文摘 信息处理 自动聚类 词频统计 矩阵 单值分解技术 段落关键词向量 information processing technology abstract composition automation
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