Title :
Application of back propagation neural network on performance evaluation of enterprise informatization
Author :
Li, Xiao-Qing ; Guo, Ai-Bin ; Sun, Ming
Author_Institution :
Knowledge Manage. Inst., Xiamen Univ. of Technol., Xiamen, China
Abstract :
This paper designs a enterprise informatization index system from the areas of finance, business process, customer service and strategy and development, based on Balanced Score Card (BSC) theory. A model based on back propagation neural network is established for evaluating the level of enterprise informatization performance. Eventually, we apply the new model to real cases to prove its good precision and practical value.
Keywords :
backpropagation; business data processing; customer services; financial management; neural nets; performance evaluation; backpropagation neural network; balanced score card theory; business process; customer service; enterprise informatization index system; enterprise informatization performance; performance evaluation; Biological system modeling; Business; Training; BPNN; BSC; enterprise informatization; evaluation index system;
Conference_Titel :
Industrial Engineering and Engineering Management (IE&EM), 2010 IEEE 17Th International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4244-6483-8
DOI :
10.1109/ICIEEM.2010.5646607
