Design and Implementation of Data Analysis and Visualization Platform for College Students Employment Services
In recent years,the employment pressure on college students has gradually increased,and relevant departments of the state have introduced policies and measures to promote employment.In order to help students achieve reasonable employment and assist universities in better formulating and implementing employment policies and conducting employment education work,this paper develops and implements a graduate data analysis and employment service visualization platform.By conducting multidimensional analysis of employment data,the basic employment situation is visually displayed.The skill requirements for popular positions in each major are collected from job recruitment websites,and NLP algorithms are used to establish knowledge graphs and learning maps required by job skills,so as to integrate and build a visual interactive platform for employment service.The learning and employment of students are assisted through the platform,and it achieves technological empowerment in college employment management work.
data visualizationTF-IDFemployment servicedesign and implementation
国家科技期刊平台
NSTL
万方数据
