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AN APPROACH TO EXTRACTING TEXT CLASSIFICATION DECISION RULES BASED ONINCOMPLETE INFORMATION SYSTEMS

机译:基于不完整信息系统的文本分类决策规则提取方法

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摘要

The extraction and optimization of a Text classification rules is the main indicator to evaluate the ability to adapt and classify of a Text classification system.Based on rough sets and fuzzy clustering theory of text classification system,along with the theory of incomplete information system,the paper presents the method to extract and optimize a classification rule.After experimenting and analysis,it raises satisfaction reduction rules to users,and makes users so quickly to classification the new text,it does enhance the ability to adapt and classify of the system.
机译:文本分类规则的提取和优化是评估文本分类系统适应能力和分类能力的主要指标。基于粗糙集和模糊聚类的文本分类系统,结合不完全信息系统的理论,本文提出了一种提取和优化分类规则的方法。经过实验和分析,提出了降低用户满意率的规则,使用户对新文本进行快速分类,确实增强了系统的适应性和分类能力。

著录项

  • 来源
  • 会议地点 Ningbo(CN);Ningbo(CN)
  • 作者

    GUO Ming; rnJIANG Xiaohua;

  • 作者单位

    Wang Haiyong@School of Electronic and Information Engineering,Lanzhou Jiaotong University Lanzhou 730070,P.R.China;

    Key Laboratory of Opto-Electronic Technology and Intelligent Control,Lanzhou Jiaotong University,Ministry of Education,Lanzhou 730070,P.R.China--Meng Yuyu@School of Electronic and Information Engineering,Lanzhou Jiaotong University Lanzhou 730070,P.R.China;

    Key Laboratory of Opto-Electronic Technology and Intelligent Control,Lanzhou Jiaotong University,Ministry of Education,Lanzhou 730070,P.R.China--Zheng Liying@School of Electronic and Information Engineering,Lanzhou Jiaotong University Lanzhou 730070,P.R.China;

    Key Laboratory of Opto-Electronic Technology and Intelligent Control,Lanzhou Jiaotong University,Ministry of Education,Lanzhou 730070,P.R.China--;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 计算技术、计算机技术;
  • 关键词

    Rough set; Incomplete information system; Text classification; Rule reduction;

    机译:粗糙集;信息系统不完整;文本分类;规则简化;

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