Title :
A new method for risk evaluation of technology innovation of SMEs
Author_Institution :
Xuzhou Instisute of Technol., Xuzhou, China
Abstract :
Risk evaluation of technology innovation is a complex issue, involving many factors. It is affected directly by the evaluators´ knowledge, cognitive abilities and personal preferences, and hardly completely gets rid of bias caused by human. A comprehensive, systematic risk evaluation of technology innovation indicator system is established. Reference on AHP, the principal component analytic method, fuzzy comprehensive evaluation method, BP neural network method, using information fusion technology and the complicated, subjective evaluation of technology innovation risk is transformed into a deterministic decision problem. Present a comprehensive, objective risk evaluation of technology innovation.
Keywords :
backpropagation; business data processing; decision theory; fuzzy set theory; innovation management; neural nets; small-to-medium enterprises; technology management; BP neural network method; SME; analytic hierarchy process; deterministic decision problem; fuzzy comprehensive evaluation method; information fusion technology; objective risk evaluation; principal component analytic method; subjective evaluation; systematic risk evaluation; technology innovation indicator system; Technological innovation; D-S evidence theory; SMEs; risk evaluation; technology innovation;
Conference_Titel :
Artificial Intelligence and Education (ICAIE), 2010 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4244-6935-2
DOI :
10.1109/ICAIE.2010.5641135
