Title :
The Application of SVM in Integrated Evaluation for MIS
Author :
Yan Qisheng ; Zhang Yanfei ; Tong Huaishui
Author_Institution :
East China Inst. of Technol., Fuzhou
Abstract :
In this paper, on the basis of management information systems (MIS) evaluation index system, a integrated evaluation model is established by using support vector machine. The method has advantages of accuracy, convenience, reliability and rapidity. It can simulate evaluation made by experts and avoid subjective mistakes. The comparison between simulation and empirical analysis proves this method is effective.
Keywords :
management information systems; support vector machines; MIS evaluation index system; SVM; management information system; support vector machine; Analytical models; Humans; Information management; Information technology; Intelligent networks; Intelligent systems; Risk management; Statistical learning; Support vector machines; System performance;
Conference_Titel :
Intelligent Networks and Intelligent Systems, 2008. ICINIS '08. First International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-0-7695-3391-9
Electronic_ISBN :
978-0-7695-3391-9
DOI :
10.1109/ICINIS.2008.88
