基于数据挖掘技术的高职院校财务管理风险管控研究

Research on Financial Management Risk Control in Higher Vocational Colleges Based on Data Mining Technology

为了能够提高高职院校财务管理风险管控水平,将数据挖掘技术应用于高职院校财务管理风险的预测。在分析高职院校财务管理风险根源的基础上,构建了基于数据挖掘技术的高职院校财务管理风险预测模型,同时设计了数据挖掘模型的算法流程。以10个高职学校为研究对象进行了实证研究,研究结果表明所构建的理论模型能够有效地进行高职院校财务管理风险预测,从而能够根据预测结果确定有效的财务管理风险管控措施。

In order to improve the financial risk control level of higher vocational colleges,data mining technology is applied to the prediction of financial management risk in higher vocational colleges.On the basis of analyzing the root of financial risk in higher vocational colleges,the financial management risk prediction model of Higher Vocational Colleges Based on data mining technology is constructed,and the algorithm flow of data mining model is designed.10 higher vocational schools have carried out an empirical study.The results show that the theoretical model can effectively predict financial risk in higher vocational colleges,so as to determine effective financial management risk control measures according to the forecast results.