TY - GEN
T1 - Industry-university-research knowledge innovation alliance risk assessment based on BP neural network algorithm
AU - Xiao, Ling Nuo
AU - Shi, Jian Feng
AU - Sun, Yu Zhong
AU - Yang, Mei Rong
PY - 2011
Y1 - 2011
N2 - This paper analyzes risk causes of Industry-university-research knowledge innovation alliance from the perspective of knowledge innovation, it takes knowledge sharing insufficiency, knowledge spillovers, insufficient knowledge transformation and upgrade as the origin of risk; Management risk and interest risk are inner risk, market risk and technology risk are extraversion risk. Learn from previous research achievements, the risk assessment indexes are set. According to the risk characteristics of research, through the theoretical analysis, BP neural network is took as a risk evaluation method, MATLAB software is used to survey data processing, and the risk degree evaluation model is preliminary formatted, at last, an empirical demonstration is took to prove it.
AB - This paper analyzes risk causes of Industry-university-research knowledge innovation alliance from the perspective of knowledge innovation, it takes knowledge sharing insufficiency, knowledge spillovers, insufficient knowledge transformation and upgrade as the origin of risk; Management risk and interest risk are inner risk, market risk and technology risk are extraversion risk. Learn from previous research achievements, the risk assessment indexes are set. According to the risk characteristics of research, through the theoretical analysis, BP neural network is took as a risk evaluation method, MATLAB software is used to survey data processing, and the risk degree evaluation model is preliminary formatted, at last, an empirical demonstration is took to prove it.
KW - Industry-university-research
KW - Knowledge innov-ation alliance
KW - Neural network
KW - Risk assessment
UR - https://www.scopus.com/pages/publications/84863054474
U2 - 10.1109/ICIII.2011.384
DO - 10.1109/ICIII.2011.384
M3 - 会议稿件
AN - SCOPUS:84863054474
SN - 9780769545233
T3 - Proceedings - 2011 4th International Conference on Information Management, Innovation Management and Industrial Engineering, ICIII 2011
SP - 428
EP - 433
BT - Proceedings - 2011 4th International Conference on Information Management, Innovation Management and Industrial Engineering, ICIII 2011
T2 - 4th International Conference on Information Management, Innovation Management and Industrial Engineering, ICIII 2011
Y2 - 26 November 2011 through 27 November 2011
ER -