A Research on the Evaluation of Scientific Researchers in Chinese Universities from the Perspective of Sustainable Development

被引:0
|
作者
Tang Li [1 ]
Li Xiaomei [2 ]
He Li [1 ]
Zhang Shuhua [3 ]
机构
[1] Tianjin Univ Finance & Econ, Inst Technol, Tianjin, Peoples R China
[2] Tianjin Univ Finance & Econ, Sci Res Off, Tianjin, Peoples R China
[3] Tianjin Univ Finance & Econ, Coordinated Innovat Ctr Computable Modeling Manag, Tianjin, Peoples R China
关键词
Support Vector Machine (SVM); Evaluation of Scientific Researchers; Scientific Research Management; Machine Learning Theory;
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
The evaluation of scientific researchers is an important part of scientific research management in Chinese colleges and universities from the perspective of sustainable development. Focusing on the evaluation of scientific researchers in universities, this paper designs an evaluation model, and constructs an evaluation index system by combining the basic personal information of scientific researchers with their achievements. Furthermore, a new evaluation method for scientific researchers based on Support Vector Machine (EMSR-SVM) is proposed. Finally, the comparative experiments have been done with a large number of data sets from the scientific research platform of the university. The experimental results show that this method is simple, rapid and accurate. It can efficiently improve the evaluation of scientific researchers.
引用
收藏
页码:31 / 37
页数:7
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