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OALib Journal期刊
ISSN: 2333-9721
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Modeling text classification based on membership degree limiting characteristic VSM
基于隶属度限幅特征VSM的文本分类模型

Keywords: fuzzy function,membership degree limiting,class expectation vector,text classification
模糊函数
,隶属度限幅,类期望向量,文本分类

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Abstract:

Through the expression of text characteristic based on fuzzy qualifier and then definition of fuzzy feature using the fuzzy function,represented the text as the imposed membership degree limiting text feature vector.Constructuring membership degree limiting class feature matrix,and mapping each group of texts belong to the same class to its class expectation vector.All of class expectation vectors constructed the membership degree limiting characteristic VSM.Based on that,presented a new text-classification...

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