| 模糊综合评判理论在网页自动分类中的应用 |
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| 引用本文： | 吕英杰,叶强,李一军.模糊综合评判理论在网页自动分类中的应用[J].计算机工程,2007,33(15):178-180. |
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| 作者姓名： | 吕英杰 叶强 李一军 |
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| 作者单位： | 哈尔滨工业大学管理学院,哈尔滨,150001 |
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| 摘 要： | 互联网的发展使网页分类技术成为了研究热点，针对传统的基于统计的分类技术只能提供精确分类的情况，该文运用模糊综合评判理论进行文本分类，根据自然语言的复杂性和理解的不确定性，使分类后的网页以一定的概率分属于各个类别，真实地反映了网页信息。实践表明，用户可以根据所得概率进行灵活处理，以满足各种实际需要。
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| 关 键 词： | 网页分类 特征提取 模糊综合评判 |
| 文章编号： | 1000-3428（2007）15-0178-03 |
| 修稿时间： | 2006-08-20 |
Application of Fuzzy Comprehensive Evaluation Theory in Automatic Web Page Categorization |
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| LV Ying-jie,YE Qiang,LI Yi-jun.Application of Fuzzy Comprehensive Evaluation Theory in Automatic Web Page Categorization[J].Computer Engineering,2007,33(15):178-180. |
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| Authors: | LV Ying-jie YE Qiang LI Yi-jun |
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| Affiliation: | School of Management, Harbin Institute of Technology, Harbin 150001 |
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| Abstract: | Web page categorization has become popular with the fast growing of Internet.Because of the disadvantages of traditional statistical approach,this paper proposes a categorization method based on fuzzy comprehensive evaluation.Due to the complexity of natural language and uncertainty of comprehension,the Web page belongs to every class with its probability,which can reflect the true information.According to the probability,users can deal with the Web pages flexibly to satisfy their needs. |
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| Keywords: | Web page categorization extraction of features fuzzy comprehensive evaluation |
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