解争龙, 弋改珍. 基于K-匿名的电子商务匿名方法研究[J]. 微电子学与计算机, 2013, 30(2): 136-139.
引用本文: 解争龙, 弋改珍. 基于K-匿名的电子商务匿名方法研究[J]. 微电子学与计算机, 2013, 30(2): 136-139.
JIE Zheng-long, YI Gai-zhen. Search of the Anonymity Method Based-on K-anonymity for Electronic Commerce[J]. Microelectronics & Computer, 2013, 30(2): 136-139.
Citation: JIE Zheng-long, YI Gai-zhen. Search of the Anonymity Method Based-on K-anonymity for Electronic Commerce[J]. Microelectronics & Computer, 2013, 30(2): 136-139.

基于K-匿名的电子商务匿名方法研究

Search of the Anonymity Method Based-on K-anonymity for Electronic Commerce

  • 摘要: 根据K-匿名的基本模型,为了实现在电子商务销售商以营销为目的数据分析发布过程中不泄漏消费者的销费隐私信息,提出了电子商务隐私信息匿名方法,将电子商务消费者个体信息分为3种类,设计出了个体身份标识属性的重编码和个体身份准标识属性的泛化算法.利用Adult data作为数据源,分析了本匿名方法泛化层、信息丢失率和K之间的关系,为电子商务对数据的处理决策提供一个选择方案.

     

    Abstract: According to the model of K-anonymity,the attributes of a information tables in Electronic Commerce have been divided into three parts: identifier,Quasi Identifier,sensitive information.To conceal privacy information for consumer,the paper adopted a recode method to protect the name and cell-phone number against revealing,used the generalization algorithm to conceal the quasi identifier for consumer.The data resource of paper derived from the Adult database.It has been analyzed on the correlations among of the generalization hierarchy,the ratio of information loss and K.The result provided an alternative scheme of data processing decision for data holder.

     

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