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Learning Behavior Analysis And Research Of Learners Based On Massive Open Online Courses Platform

Posted on:2017-01-14Degree:MasterType:Thesis
Country:ChinaCandidate:M XuFull Text:PDF
GTID:2297330488960529Subject:Education Technology
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With the speeding up of modern life, the traditional teaching methods are hugely limited by time and place, more efficient approaches between teaching and learning becomes a new goal in the modern society. With the development of network technology, online learning platform is becoming popular and getting rid of the limitation of traditional teaching, however,most of the online learning platform can’t meet the needs of different learners very well.According to the research of Learning Analysis, "big data" was used as an effective way to analyze learners’ real needs. MOOC, which has large-scale of online courses to ensure the ability to provide the basis for further data analysis. How to combine online learning platform and learning behavior analysis technique is the main point of these education researches.According to the problems above, firstly, we should elaborate the MOOC platform research status in both domestic and foreign markets to find out the key technology. Through multiple comparison, select the appropriate MOOC platform as the research platform.Analyzing the learning technology demand on MOOC platform, analyze the different needs of the three type of users. As a large-scale online learning platform, the requirements on the storage of teaching resources is very high, through the comparative analysis of different storage methods, so as to create appropriate deploying storage solutions. Through the research on the theory and technology support, the course management system and learning management system of MOOC platform would be able to provide basis for learners to learn the design of analyze system. As a result, so as to show the analysis and visualization of massive data from online learners by select the appropriate learning analysis tools and methods.In summary, through the design development of learners’ learning behavior analysis system, we can analyze learning behavior and accomplish the visualization of corresponding data. Rely on the research of Discrete Mathematics of Northeast Petroleum University, we can design the most reasonable teaching mode. Set up the learners’ learning behavior analysis system which based on MOOC platform to check the feasibility and effectiveness of this article. The final chapter discusses the shortage of the research results and its possible development in near future.
Keywords/Search Tags:MOOC, edX, Distributed Storage, Learning Behavior Analysis, Data Visualization
PDF Full Text Request
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