Title :
Risk Evaluation on Technological Innovation of Chinese Small & Medium-Sized Enterprises Based on Fuzzy Neural Network
Author :
Ma, Zhi-Qiang ; Hong, Tao
Author_Institution :
Sch. of Bus. Adm., Jiangsu Univ., Zhenjiang
Abstract :
This paper firstly elaborates the technological innovation and the characteristics of risks of Chinese small & medium-sized enterprises (SMEs) , then analyzes the risk factors of SMEs´ technological innovation, on the basis of which the index system of risk evaluation is constructed. Then, incorporating the BP neural network, it proposes the risk evaluation model based on fuzzy neural network. Demonstrated by examples, the evaluation method is of characteristics of accuracy and feasibility and is an efficient method of evaluating SMEs´ technological innovation risk.
Keywords :
backpropagation; fuzzy neural nets; innovation management; risk analysis; small-to-medium enterprises; technology management; BP neural network; Chinese small-to-medium-sized enterprise; SME; backpropagation; fuzzy neural network; risk evaluation index system; risk factor analysis; technological innovation risk; Electronic mail; Fuzzy neural networks; Marketing and sales; Neural networks; Personnel; Research and development; Risk analysis; Samarium; Statistics; Technological innovation;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2008. WiCOM '08. 4th International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-2107-7
Electronic_ISBN :
978-1-4244-2108-4
DOI :
10.1109/WiCom.2008.3047