Learning Analysis Framework And Application Research

Thriving online education to educational change has brought a new perspective and diverse channels,the widespread introduction of various types of learning platforms such as Moodle,Sakai,Blackboard and other record and store a large amount of data generated about the learner,such as learners themselves the basic situation information,logins information,online learning time and situation information using online resources,academic data and the like.Students use tools to collect data,and the use of computer and multimedia technology for data analysis and processing,the final results of the analysis will be presented in a way to visualize not only help teachers predict students As a result,students can also diagnose problems occur in learning,optimize learning,improve learning strategies.How to extract from these large amounts of data to improve learning outcomes information,it has become an important issue to be faced by researchers.Learning to analyze massive amounts of data for the study,through effective analytical frameworks and analytical tools to explore the link between learning processes and learning outcomes,and will analyze the results of visualization,students,teachers provide appropriate advice and guidance.Thesis at home and abroad learn to analyze the relevant literature combing and analysis,summarized the current status of research and development status,respectively,on the domestic and foreign research situation has been described in detail.In data mining,scholarly analysis,business intelligence as the theoretical basis to construct a complete,clear learning analytical framework and apply this framework to the College of learners practical application of research,in order to test the application,and the analysis results in a visual way that was presented to teachers and learners respectively.Concluded found few problems learning analysis in education exist,such as the current leakage of personal privacy more concerned,everyone should have the awareness of information security issues,there are strict norms require analysis of data ownership and Analysis technical standards and other regulatory issues,and based on the existence of the issues raised,put forward the corresponding solutions.And learn to analyze the contribution of the future of education and learning and analysis on education to make a detailed description.