Computer Engineering and Applications ›› 2013, Vol. 49 ›› Issue (6): 217-220.

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Research of algorithm for risk rule mining based on rough set and classification consistency—using the risk of knowledge transfer in IT outsourcing as an example

LU Xinyuan, GAO Peiran, ZHOU Xi   

  1. School of Information Management, Huazhong Normal University, Wuhan 430079, China
  • Online:2013-03-15 Published:2013-03-14

基于粗糙集分类一致性的规则挖掘算法研究
——以IT外包中知识转移风险为例

卢新元,高沛然,周  茜   

  1. 华中师范大学 信息管理学院,武汉 430079

Abstract: With the growth of IT outsourcing service business, risk problem as a result of knowledge transfer in IT outsourcing services also is increasingly prominent, so how to avoid the risk due to knowledge transfer becomes so important. Based on the classify of knowledge, this paper uses the rough set theory, and analyses the character of risk facts during the knowledge transfer in IT outsourcing, discusses the algorithm of risk rule mining, and then uses the example to explain the algorithm, and this paper contributes a new method to the risk control in IT outsourcing.

Key words: IT outsourcing, knowledge transfer, rule mining, risk management, rough set

摘要: 随着IT外包服务业务的不断增长,IT外包服务中知识转移所导致的风险问题也愈加突出,如何规避IT外包中的风险问题也显得尤为重要。从知识分类的角度出发,利用粗糙集理论,对IT外包中的知识转移风险规则挖掘算法进行了分析与探讨,结合具体案例予以实证,以期为IT外包企业风险控制做出贡献。

关键词: IT外包, 知识转移, 规则挖掘, 风险管理, 粗糙集