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  • 标题:Analysis of University Science Research Capability Elements and Evaluation Based on BP Neural Network
  • 本地全文:下载
  • 作者:Weiwei Liu ; Chunsheng Shi
  • 期刊名称:Journal of Service Science and Management
  • 印刷版ISSN:1940-9893
  • 电子版ISSN:1940-9907
  • 出版年度:2008
  • 卷号:1
  • 期号:3
  • 页码:266-271
  • DOI:10.4236/jssm.2008.13030
  • 出版社:Scientific Research Publishing
  • 摘要: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.
  • 关键词:BP neural network; science research; capability evaluation
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