基于大数据分析技术的大学生创新能力测评研究

Research on university students′innovation ability evaluation based on big data analysis

针对当前的大学生创新能力测评系统存在误差大、精度低等不足,为了提高大学生创新能力测评精度,提出基于大数据分析的大学生创新能力测评系统。首先分析了当前大学生创新能力测评研究进展,找到引起大学生创新能力测评不足的因素;然后构建大学生创新能力测评系统的总体框架,并引入大数据分析技术描述大学生创新能力的变化特点,建立大学生创新能力评测模型;最后进行大学生创新能力评测仿真实验。结果表明,所提系统可以高精度拟合大学生创新能力变化特点,获得较高精度的大学生创新能力评测结果,具有十分重要的实际应用价值。

The current evaluation system for university students′innovation abilities has the shortcomings of large error and low accuracy.In view of this,a university students′innovation ability evaluation system based on big data analysis is proposed to improve its evaluation accuracy.Firstly,the research progress of evaluation for innovation abilities of the current university students is analyzed to find out the factors that cause the deficiencies in the evaluation.And then,the overall framework of the evaluation system is constructed.Finally,the big data analysis technology is introduced to describe the change characteristics of university students′innovation abilities,and establish the evaluation model.Simulation experiments of university students′innovation ability evaluation were performed.The results show that the proposed system can accurately fit the change characteristics of the university students′innovation abilities and obtain high-precision evaluation results.Therefore,it has important practical application value.