| With the continuous development and improvement of domestic higher education,higher education institutions,teaching management ability has also been a significant progress.In recent years,with the standardization of vocational colleges and universities continue to strengthen the community on the level of higher vocational education requirements are getting higher and higher,how to build a scientific and effective teaching management mechanism has become a local vocational education reform around the hot spots.Most of the higher vocational education institutions in order to regulate their own teaching management business and processing of teaching data,have varying degrees with the help of information technology to build educational management information system.In the past,the system of educational administration is only for the management of academic affairs information,and its function lies in the information management level,and the application of the internal correlation evaluation for data is relatively small.This paper mainly aims at the problems of the current educational administration system,Teaching Administration Management System of Teaching Quality Evaluation Management.The system not only realizes the management of information for students and teachers,but also realizes the evaluation function of teachers’ teaching quality through digging analysis of teachers’ teaching data and students’ evaluation information.It has certain innovative points for dynamic grasping the teaching quality of teachers and strengthening the performance of educational administration management.In this paper,we mainly use the data mining technology in the educational administration system of higher vocational colleges to analyze the relevant theories,methods and steps of data mining technology.Based on this foundation,we will elaborate the typical algorithms,In the corresponding data mining basic ideas,in order to be able to do a set of higher vocational education management system design and implementation.The main work for the following points:(1)make the corresponding data mining technology,data warehouse technology,association rules mining theory and other systems of learning,which can understand the current typical association rules algorithm,expounds the characteristics of the data warehouse,but also can deal with the corresponding analysis Online;(2)Based on the design idea of data mining technology,we can realize the realization of classroom teaching management system in higher vocational colleges.Based on the analysis of this system,we can find that such evaluation system can effectively combine quantitative and Qualitative evaluation;(3)do a good job in higher vocational schools classroom teaching management system design and implementation,in addition to be able to practice in the use of data mining module.The first is a more detailed analysis of data sources,and then do the appropriate data extraction,in order to build up the database of educational administration system,integrated educational administration system,data warehouse,data preprocessing,and ultimately achieve the association rules teaching management;(4)With the help of data mining association rules,so that we can analyze the factors affecting the quality of teaching.The key factors that influence the quality of teaching are the evaluation of teachers’ titles,the employment of senior professional titles and the quality of teaching.Through the research in this paper,we can effectively encourage the improvement of the overall quality of teachers in higher vocational colleges.,This will enable higher vocational schools to improve the quality of teaching.Based on data mining technology,educational administration management system has been put into trial operation after being tested and deployed.The use of the system effectively enhances the educational management level of higher vocational colleges.With the information processing and storage capacity of computer automation,it achieves the goal of improving the working efficiency and lowering the working cost,which is highly praised by the teachers and students. |
