Research of Web Text Fuzzy Classification Algorithm Based on Fuzzy Comprehensive Weighted Evaluation Reasoning

被引：1
作者：
Li DongHui [1 ]
Dai Xiaopeng [1 ]
机构：
[1] Hunan Agr Univ, Sch Informat Sci & Technol, Changsha, Hunan, Peoples R China
来源：
INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2011) | 2011年 / 8285卷
关键词：
Fuzzy theory; Web text; comprehensive weight; fuzzy classification;
D O I：
10.1117/12.913441
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Use of fuzzy theory to classify the Chinese WEB text, so that after the web text classification is clearly no longer belong to a class or belonging to a class, but to a certain degree of belonging to various categories of membership. The paper discuss a algorithm of web text fuzzy classification, Calculate method and calculate formula of improve text feature item weight has been proposed. This paper presents a comprehensive evaluation based on fuzzy classification fuzzy reasoning model that weighted fuzzy comprehensive evaluation as a basis to use this article gives an "integrated weighted type" operator, based on a community and the - plot for algebraic reasoning operation, to avoid complex data model, to ensure the accuracy and reliability of inference results, modified weight will help improve the effectiveness of classification
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页数：7
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