• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

Computer Engineering & Science

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An empirical study of learning situation data
analysis based on mobile cloud teaching platform:
A case study of “dynamic website design” course

LIU  Yun-peng   

  1. (School of Information Management and Engineering,Neusoft Institute Guangdong,Foshan 528225,China)
  • Received:2019-08-11 Revised:2019-10-20 Online:2019-12-25 Published:2019-12-25

Abstract:

In the era of “mobile Internet +”, to carry out the real flipped classroom teaching will open up a new world for the reform of higher education in the era of big data. Every teacher can be a big data producer in his classroom. This research carries out the mixed teaching practice of “Dynamic Website Design” course in the cloud class under the mobile learning environment. Through the detailed data collected from the cloud class and the big data analysis platform of “Datahoop”, we classify the students’ learning status, analyze their learning motivation, and explore the students’ learning psychology based on the network. This study provides data and theoretical support for teachers to carry out online teaching, make curriculum resources that meets students’ needs, and designs student assessment management methods.
 

Key words: cloud teaching, learning data, educational data analysis, cluster analysis