| 基于Multi-agent技术的Web文本挖掘模型及应用 |
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| 引用本文： | 姜丽华,黄敏,马永光,佟振声. 基于Multi-agent技术的Web文本挖掘模型及应用[J]. 计算机工程, 2005, 31(1): 217-218,221 |
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| 作者姓名： | 姜丽华 黄敏 马永光 佟振声 |
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| 作者单位： | 华北电力大学仿真与控制实验室,保定,071003 |
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| 摘 要： | 介绍了一个基于Multi-agent技术的Web文本挖掘模型，该模型利用多智能体技术，将文本挖掘和多维文件分析技术结合起来实现了文档收集、预处理、分类、聚类等功能。最后给出了根据该模型设计和实现的某企业人才素质评价系统的实例，系统运行结果证明了模型的有效性和科学性。
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| 关 键 词： | Multi-agent 自然语言处理 数据挖掘 文本挖掘 |
| 文章编号： | 1000-3428(2005)01-0217-02 |
Model of Web Text Mining System Based on Multi-agent Technology and Application |
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| JIANG Lihua,HUANG Min,MA Yongguang,TONG Zhensheng. Model of Web Text Mining System Based on Multi-agent Technology and Application[J]. Computer Engineering, 2005, 31(1): 217-218,221 |
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| Authors: | JIANG Lihua HUANG Min MA Yongguang TONG Zhensheng |
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| Abstract: | An intelligent Web text mining system based on multi-agant technology is introduced in this paper. Multi-agent architecture and the combination of text mining and multi-dimension document analysis technology are used in the model to realize document gathering , preprocessing, categorization, clustering and so on. The model is applied in the design and implementation of an appreciation system of human quality of an enterprise and the executing result of this system shows the efficiency and scientificity of the model. |
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| Keywords: | Multi-agent Nature language processing Data mining Text mining |
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