TITLE:
Analysis of University Science Research Capability Elements and Evaluation Based on BP Neural Network
AUTHORS:
Weiwei Liu, Chunsheng Shi
KEYWORDS:
BP neural network, science research, capability evaluation
JOURNAL NAME:
Journal of Service Science and Management,
Vol.1 No.3,
December
30,
2008
ABSTRACT: After analyzing effect elements of University Science Research Capability (USRC) based on dynamic capability theory, combined the substance of university science research with the highly self-organized, self-adapted and self-learned characteristics of Back Propagation (BP) Neural Network, the paper conducts a research on evaluation of USRC, in which an evaluation index system of USRC is constructed and a 15-7-1-typed BP Neural Network with three layers is presented to evaluate USRC, which provides a BP Neural Network-based methodology for evaluation of USRC with multiple inputs.