一种基于线性回归的科研任务量预分派方法  

A Method for Pre-Assignment of Scientific Research Tasks Based on Linear Regression

作　　者：安仲立 胡建华 宋广佳 An Zhongli;Hu Jianhua;Song Guangjia(Jiyang College of Zhejiang A&F University,Zhuji,China)

机构地区：[1]浙江农林大学暨阳学院,浙江诸暨

出　　处：《科学技术创新》2023年第20期48-53,共6页Scientific and Technological Innovation

基　　金：浙江省基础公益研究计划项目(No.LGG22F020002)。

摘　　要：科技创新是高校自身发展过程中一项重要内容,为保障科技创新工作的顺利开展,高校都会设有专门的科研管理部门,负责制定科研计划。科研计划的一个重要内容就是给各个教学相关部门分派科研任务,比如年度科技论文数量、项目申报数量等等,但关于如何确定具体的任务指标,目前尚无有效方法。为解决这一问题,文章提出了一种基于线性回归模型的科研任务量分派预估计方法,新方法通过数据分析与可视化技术,利用线性回归对特定部门应承担的科研任务数量进行预测,并通过一个实例检测了方法的有效性。Scientific and technological innovation is an important part of the development of colleges and universities.In order to ensure the development of scientific and technological innovation,colleges and universities will have special scientific research management departments responsible for formulating scientific research plans.An important part of the scientific research plan is to assign scientific research tasks to various teaching departments,such as the number of annual scientific papers,the number of project declarations,and so on.However,there is no effective way to determine the number of specific tasks.In order to solve this problem,this paper proposes a new method of pre-estimation of scientific research task assignment based on linear regression model.Through data analysis and visualization technology,the new method uses linear regression to predict the number of scientific research tasks undertaken by specific departments,and verifies the effectiveness of the method through an example.

关 键 词：科研任务 项目 预估计 线性回归 

分 类 号：TP18[自动化与计算机技术—控制理论与控制工程]