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Research And Implementation Of Mobile Educational Administration Management System Based On Data Mining

Posted on:2018-08-12Degree:MasterType:Thesis
Country:ChinaCandidate:F YuFull Text:PDF
GTID:2348330518474708Subject:Computer science and technology
Abstract/Summary:PDF Full Text Request
The educational administration work is the core of the educational administration of colleges and universities,and it is also an important link in the educational administration of colleges and universities.The level of management of educational affairs will affect the smooth functioning of higher education systems.Through years of teaching and teaching management,colleges and universities have also accumulated a large amount of educational teaching data,including the relevant information of students and the accumulation of information in the teaching process.The existing educational administration system only provides the basic functions of storing and querying teaching data,and does not use it in educational administration activities by analyzing a large amount of teaching data.How to make full use of these data,the data collection,analysis,and mining out of college teaching decision-making,management and construction of favorable information,will make the educational administration work to a new height,so as to promote educational teaching The overall development.With the rapid development of data mining technology and in a wide range of industries have been widely used,The application of data mining technology in the core educational administration of colleges and universities,the excavation of massive educational teaching data,so as to be able to reflect the teaching rules and educational development tendency of the information,to achieve the personalized training of talent,but also for the school teaching management decision-making to provide scientific and feasible advisory services.At the same time,with the development of mobile Internet technology and intelligent mobile terminal,the emergence of mobile educational affairs management system based on miniaturized mobile terminal such as smartphone and PAD has provided the mobile education management system for the broad masses of student groups and faculty members to obtain educationalinformation Carrier,in order to achieve the educational management system in-depth reform provides a feasible program.Based on the deep research on the main technologies of data mining and data mining,this paper analyzes the demand of mobile educational administration management system,and applies the data mining technology to the students' academic situation analysis,the student evaluation analysis,the teaching analysis and the reasonable Curriculum analysis and other modules,in the massive teaching data to obtain a lot of valuable information.According to the actual situation of mobile educational administration management system and traditional educational administration system,a reasonable database and data warehouse system are constructed,and the method of association rules is applied to mobile educational administration management system,which focuses on data mining of student achievement Student achievement and the relationship between student selection and learning,access to learning knowledge,the knowledge of the school and the teacher to better grasp the students learning situation and reasonable arrangements for courses and so has important guiding significance.The results of the final practice show that the application of data mining technology in mobile educational administration management system can obtain the practical knowledge of mining through reasonable algorithm,and through the analysis and identification of these knowledge to guide and improve the teaching and formulate the reasonable teaching strategy purpose.
Keywords/Search Tags:Data Mining, Mobile educational management system, Database and Data warehouse, Association rules Analysis
PDF Full Text Request
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