数据挖掘技术在科研项目管理中的应用研究  

Research on the Application of Data Mining Technology to Prediction Model in Scientific Research Project Managemen

作　　者：潘策[1] Pan Ce(Fuzhou Polytechnic,Fujian Fuzhou 350108,China)

机构地区：[1]福州职业技术学院,福州350108

出　　处：《襄阳职业技术学院学报》2024年第5期90-95,共6页Journal of Xiangyang Polytechnic

基　　金：福建省中青年教师教育科研项目(厅级)“基于数据挖掘技术的科研项目数据管理研究”(JAT201540)。

摘　　要：随着数据分析与数据挖掘技术的发展,数据挖掘技术在很多管理领域得到广泛应用和发展。数据分析与挖掘技术应用在科研项目管理中可以很好地开展探索性研究,挖掘与分析的结果能够对科研管理的决策起到重要的作用。文章首先以近十年科研项目数量为研究对象构建预测模型,然后根据预测模型求得预测的期望值,最后对模型评价并对预测结果进行分析,从而总结出相关影响因素,为科研管理提供决策。With the development of data analysis and data mining technology,data mining technology has been applied and developed in many management fields.The application of data analysis and mining technology in scientific research project management can Exploratory research well,and the results of data analysis and mining can play an important role in supporting the decision-making of scientific research management.First of all,the number of scientific research projects in the past ten years is taken as the object of study to construct a prediction model,then the expected value of the prediction is obtained according to the prediction model,finally,the model is evaluated and the prediction results are analyzed,thus summarizes the correlation influence factor,provides the decision-making for the management.

关 键 词：科研项目 数据挖掘 预测 模型 

分 类 号：G647[文化科学—高等教育学]