• 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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Construction of an adaptive learning system of
computer network course based on big data analysis

DENG Liqiong,XIAO Qiugen,LI Zhongning,REN Yuan   

  1. (Dalian Airforce Communication NCO Academy,Dalian 116600,China)
  • Received:2015-09-17 Revised:2015-11-19 Online:2016-11-26 Published:2016-12-26

Abstract:

In big data era, digital learning resources are growing explosively. Facing on massive learning resources, how to choose or how to push proper resources to learners will become a major challenge in the future. To overcome the problems of excessive fast update network course contents, we build a computer network adaptive learning system through collecting learning behavior data in the teaching process based on big data analysis. This system contains six modules: adaptive learning, forecasting, interpose and others, which can push targeted learning contents and feedback learners’ performance in time, thus teaching learners in accordance to their aptitudes.

Key words: bigdata, data analysis, computer network, teaching, training