Title :
Research of Risk Evaluation of Knowledge Transfer in IT Outsourcing Based on RS-SVM
Author :
Lu Xinyuan ; Yuan, Yuan ; Wang Dongmei ; Zhang Jinlong
Author_Institution :
Dept. of Informaiton Manage., Huazhong Normal Univ., Wuhan, China
Abstract :
IT outsourcing of enterprise has been developing fast during last decade with great risk. It inherits essential risks of IT and possesses unique risks, on which attracts many research interests and achievements. This paper, after reviewing on the research development on IT outsourcing risk of enterprise, fist using theory and the method of rough set (RS) constructs the knowledge decision table of IT outsourcing risk and carry on the reduction to the related attribute; And then using support vector machines (SVM) in the decision-making data classification, helping policy maker assess and forecast the risk factors more quickly, thereby enhancing the scientific and accuracy of evaluation.
Keywords :
decision making; information technology; outsourcing; risk management; rough set theory; support vector machines; IT outsourcing; RS-SVM; decision making data classification; knowledge decision table; knowledge transfer; risk evaluation; rough set; support vector machines; Data mining; Decision making; Knowledge management; Knowledge transfer; Outsourcing; Risk management; Set theory; Support vector machine classification; Support vector machines; Technology management;
Conference_Titel :
Management and Service Science, 2009. MASS '09. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4638-4
Electronic_ISBN :
978-1-4244-4639-1
DOI :
10.1109/ICMSS.2009.5304056
