| 一种基于模糊分类网络的信息分类方法 |
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| 引用本文： | 潘俊辉.一种基于模糊分类网络的信息分类方法[J].科学技术与工程,2011,11(20). |
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| 作者姓名： | 潘俊辉 |
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| 作者单位： | 东北石油大学,大庆,163318 |
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| 摘 要： | 针对信息搜索与挖掘中存在的关键词多义性及用户对所要查询信息的分类存在一定的模糊性问题，提出了一种基于模糊分类网络的信息挖掘方法。该方法利用模糊分类网络固有的对模糊信息的非线性处理能力和自适应学习机制，通过对WEB页面大量分类文档信息的学习，建立了基于模糊分类网络的信息分类器和挖掘模型。构造的信息分类模型结构简单、学习收敛速度快且易于实现。文中给出了分类策略和实现算法，并以中国石油网油气管道专题信息分类为例验证了方法的有效性。
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| 关 键 词： | 信息分类，信息挖掘，模糊分类网络，WEB文档 |
| 收稿时间： | 4/4/2011 10:35:31 AM |
| 修稿时间： | 4/15/2011 2:26:45 PM |
A Kind of Information Classification Method Based on Fuzzy Classification Networks |
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| Pan Jun-Hui.A Kind of Information Classification Method Based on Fuzzy Classification Networks[J].Science Technology and Engineering,2011,11(20). |
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| Authors: | Pan Jun-Hui |
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| Affiliation: | PAN Jun-hui(Dept of Computer Science,NorthEast Petroleum University,Daqing 163318,P.R.China) |
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| Abstract: | According to the problems that there exist Key words ambiguity in information searching and mining and the classification of quering information has a certain ambiguity,a kind of information mining method based on fuzzy classification networks is proposed.This method uses the fuzzy classification network's intrinsic non-linear processing ability and self-adaptation learning mechanism for fuzzy information,the information classifier and mining model based on fuzzy classification network is built by learning ... |
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| Keywords: | information classification information mining fuzzy classification network WEB document |
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