| 一种结合反馈方法的中文文本分类算法 |
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| 引用本文： | 陈瑞芬. 一种结合反馈方法的中文文本分类算法[J]. 计算机应用, 2005, 25(12): 2862-2864 |
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| 作者姓名： | 陈瑞芬 |
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| 作者单位： | 南京师范大学,数学与计算机科学学院,江苏,南京,210097 |
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| 摘 要： | 结合传统的训练-分类文本分类算法与反馈方法，使文本分类过程成为一个“学习-应用-再学习”的逐步求精过程，在分类器的构造中加入反馈技术，并通过实验分析了算法的性能，实验证明算法是可行的。
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| 关 键 词： | 文本分类 反馈 数据挖掘 |
| 文章编号： | 1001-9081（2005）12-2862-03 |
| 收稿时间： | 2005-06-07 |
| 修稿时间： | 2005-06-072005-09-05 |
Chinese text categorization algorithm combined with feedback |
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| CHEN Rui-fen. Chinese text categorization algorithm combined with feedback[J]. Journal of Computer Applications, 2005, 25(12): 2862-2864 |
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| Authors: | CHEN Rui-fen |
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| Affiliation: | College of Mathematics and Computer Science,Nanjing Normal University,Nanjing Jiangsu 210097,China |
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| Abstract: | Combining with the traditional training-categorization framework and feedback,a Chinese text categorization algorithm was proposed.This algorithm made the process of text categorization be a "learn-application-learn again" one,added feedback technique to the construction of categorization machine.The efficiency of the algorithm was analyzed.Experiment results show that the algorithm is feasible. |
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| Keywords: | text categorization feedback data mining |
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