• Latent Semantic Analysis (LSA) is a theory and method of acquisition and representation of knowledge.

    潜在语义分析(LSA)一种知识提取表示理论方法

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  • To the weight update of Latent Semantic Analysis(LSA)model, this paper proposes an adaptive weight update algorithm based on Bayesian theory(ALSAB).

    针对潜在语义分析LSA模型权重更新问题,提出一种基于贝叶斯理论自适应权重更新算法ALSAB

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  • A multiclass text categorization model based on latent semantic analysis and support vector machine is researched and designed to enhance the accuracy of categorization.

    为了提高文本分类准确性研究设计了一个基于潜在语义分析支持向量多类文本分类模型

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  • Using latent semantic analysis to extract feature, the affect of synonymy and polysemy in text representation process is eliminated and the dimension of text vector is reduced.

    利用潜在语义分析进行特征抽取消除多义词同义词文本表示时造成偏差,并实现文本向量

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  • In this paper, the defects latent semantic analysis, probabilistic latent semantic analysis using methods to construct the text-the words of co-occurrence matrix, using the em algorithm to solve.

    本文针对潜在语义分析存在缺陷,采用概率潜在语义分析的方法构造文本——词语的同现矩阵使用EM算法进行迭代求解。

    youdao

  • In this paper, the defects latent semantic analysis, probabilistic latent semantic analysis using methods to construct the text-the words of co-occurrence matrix, using the em algorithm to solve.

    本文针对潜在语义分析存在缺陷,采用概率潜在语义分析的方法构造文本——词语的同现矩阵使用EM算法进行迭代求解。

    youdao

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