| 分布式环境下保持隐私的关联规则挖掘算法 |
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| 引用本文： | 王恩彬,吴陈,曾庆军.分布式环境下保持隐私的关联规则挖掘算法[J].科学技术与工程,2009,9(1). |
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| 作者姓名： | 王恩彬 吴陈 曾庆军 |
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| 作者单位： | 江苏科技大学,计算机学院,镇江,212003 |
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| 摘 要： | 隐私保护是当前数据挖掘领域中一个十分重要的研究方向,其目的是要在不精确访问真实原始数据的条件下,得到准确的模型和分析结果.为了提高对隐私数据的保护程度和挖掘结果的准确性,研究了一种基于向量点积的分布式关联规则挖掘算法.此算法在分布式环境下,利用保持隐私数据挖掘的基本方法和安全两方计算协议,可以在不泄露任何隐私的基础上有效地对垂直型数据分布进行挖掘.
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| 关 键 词： | 分布式数据挖掘 关联规则 隐私保持 安全两方计算 |
Privacy Preserving Distributed Mining Algorithm of Association Rules |
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| WANG En-bin,WU Chen,ZENG Qing-jun.Privacy Preserving Distributed Mining Algorithm of Association Rules[J].Science Technology and Engineering,2009,9(1). |
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| Authors: | WANG En-bin WU Chen ZENG Qing-jun |
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| Institution: | School of Computer;Jiangsu University of Science and Technology;Zhenjiang 212003;P.R.China |
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| Abstract: | Privacy preservation is one of the most important topics in data mining.The purpose is to discover accurate model and analyzable results without precise access to the original data.In order to improve the privacy preservation and mining accuracy,an algorithm based on dot product of vector for distributed mining association rules is presented.Based on the distributed environment,this algorithm can run effectively on the vertical data distribution without revealing any unnecessary information using the basic ... |
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| Keywords: | distributed data mining association rule privacy preserving secure two-party computation |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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