计算机与现代化 ›› 2010, Vol. 1 ›› Issue (01): 29-31,3.doi: 10.3969/j.issn.1006-2475.2010.01.009
• 算法分析与设计 • 上一篇 下一篇
张春炉,沈建京
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ZHANG Chun-lu,SHEN Jian-jing
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摘要： 以自组织映射（Selforganizing Map, SOM）算法作为理论基础，实现对文本聚类,并采用U矩阵进行可视化表示。通过对聚类结果的分析,表明SOM算法具有较好的聚类效果。
关键词: 文本聚类, SOM算法, U矩阵
Abstract: Based on Self-rganizing Map algorithm, text clustering is implemented and visualized by U matrix method. The results of mapping show that SOM algorithm has good accuracy and high performance.
Key words: text clustering, SOM algorithm, U matrix
中图分类号:
TP301.6
张春炉;沈建京. 基于SOM算法的文本聚类实现[J]. 计算机与现代化, 2010, 1(01): 29-31,3.
ZHANG Chun-lu;SHEN Jian-jing. Implementation of Text Clustering Based on Self-organizing Map Algorithm[J]. Computer and Modernization, 2010, 1(01): 29-31,3.
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链接本文: http://www.c-a-m.org.cn/CN/10.3969/j.issn.1006-2475.2010.01.009
http://www.c-a-m.org.cn/CN/Y2010/V1/I01/29
