Design And Implementation Of Employment Recruitment Information Management Platform For Higher Vocational Colleges

With the development of the economy,every graduation season,how to enable students to find the right job,companies to find the right people,become an important vocational employment direction.At present,most of the existing university employment recruitment system is only for the school and the enterprise to provide a network platform,but with more and more enterprises to join,graduates are difficult to find their own interested enterprises quickly and effectively.Thus designing a personalized recommendation of the employment recruitment management platform for graduates to find a suitable position saves their time and improve efficiency.Aiming at the problem of personalized recommendation,this paper designs and implements the employment recruitment management platform with different recommendation algorithms.Firstly,it introduces the development status of domestic and foreign employment recruitment management platform,and then carries on the demand analysis and the system design through the related business in the employment and the recruitment management process.Finally,through other technologies to design employment management platform.The main work of this paper includes:(1)This paper chooses the recommendation algorithm based on the content and the historical information to achieve the employment recommendation.As the graduates of vocational colleges to have a certain representation,so this article first analyze graduates with clustering on majors to improve the recommended efficiency and quality.(2)According to the principle of co-filter recommendation algorithm,the graduates are defined as users,the graduates of the employment unit of interest as a rating item,build the project score matrix,and produce the recommended model.In the calculation process to fully consider the employment of graduates of interest,calculate similar users.The high score of the employment units are recommended to the current graduates to ensure that the results of the rationality and predictability.(3)Through the system needs analysis and design,to achieve the employment of vocational information management platform,including the system main interface,system user management,enterprise recruitment information management,Students recruitment information management and platform query and statistics modules.This paper designs and realizes the employment information management platform of vocational colleges not only for schools and enterprises to provide job search and recruitment of information platform,improve office efficiency and management level,but also for graduates to provide personalized employment recommendations,to find better job opportunities and improve employment rates.