一种新的K均值挖掘的隐私保护算法

A New K-mean Mining Algorithm for Privacy Protection

对隐私保护数据挖掘算法进行了深入研究和分析。总结出目前研究的缺点,提出了一种新的K均值数据挖掘的隐私保护算法,通过与已有隐私保护算法的比较,在保证不减少隐私强度的情况下,提高了挖掘的精度。

This paper describes the technologies about data mining for privacy protection and proposes a new K-mean data mining algorithm based on summarizing the disadvantages.Comparing to the existing algorithms,it increases mining accuracy in the condition of ensuring privacy protection strength.