Distributed privacy preserving data mining toward enterprise credit evaluation

doi:10.3778/j.issn.1002-8331.2008.35.073

Computer Engineering and Applications ›› 2008, Vol. 44 ›› Issue (35): 243-245.DOI: 10.3778/j.issn.1002-8331.2008.35.073

• 工程与应用 • Previous Articles Next Articles

Distributed privacy preserving data mining toward enterprise credit evaluation

WANG Jin-long¹,GENG Xue-yu²,LIANG Jun-qing¹

1.School of Computer Engineering，Qingdao Technological University，Qingdao，Shandong 266033，China
2.Institute of Geotechnical Engineering Research，Zhejiang University，Hangzhou 310027，China

Received:2007-12-12 Revised:2008-03-10 Online:2008-12-11 Published:2008-12-11
Contact: WANG Jin-long

面向企业信用评估的分布式隐私保护数据挖掘

王金龙¹,耿雪玉²,梁俊卿¹

1.青岛理工大学计算机工程学院，山东青岛 266033
2.浙江大学岩土工程研究所，杭州 310027

通讯作者: 王金龙

Abstract

Abstract: Enterprise credit evaluation is very important and urgent in our modern society.In this paper，the state of the art in the privacy preserving data mining is analyzed.Especially，data mining methods is discussed toward enterprise credit evaluation with the proposed distributed infrastructure for large-scale privacy preserving data mining.This study is very valuable for the large-scale distributed privacy preserving，but also for the economic service.

Key words: credit evaluation, distributed, privacy-preserving, data mining

摘要： 介绍企业信用评估和当前隐私保护数据挖掘技术的最新进展，利用适用于企业信用评估的大规模分布式隐私保护数据挖掘架构，讨论了基于该架构的面向企业信用评估的分布式隐私保护数据挖掘。该研究不仅将有助于大规模分布式环境下的隐私保护数据挖掘系统的研发，而且能够有力推动“信用中国”的建设步伐，以达到更好地服务经济的目的。

关键词: 信用评估, 分布式, 隐私保护, 数据挖掘

WANG Jin-long¹,GENG Xue-yu²,LIANG Jun-qing¹. Distributed privacy preserving data mining toward enterprise credit evaluation[J]. Computer Engineering and Applications, 2008, 44(35): 243-245.

王金龙¹,耿雪玉²,梁俊卿¹. 面向企业信用评估的分布式隐私保护数据挖掘[J]. 计算机工程与应用, 2008, 44(35): 243-245.

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Distributed privacy preserving data mining toward enterprise credit evaluation

面向企业信用评估的分布式隐私保护数据挖掘

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