文献类型：期刊文献

英文题名：Research on online learning behavior analysis based on big data architecture

作者：Hao, Yingpeng[1]; Leng, Chunxia[1]; Zheng, Hong[1]; Zhang, Haiteng[1]

机构：[1] Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai, China

年份：2021

起止页码：519

外文期刊名：ACM International Conference Proceeding Series

收录：EI(收录号：20212510532380)

语种：英文

外文关键词：Big data - Data handling - E-learning - Behavioral research - Data warehouses - Learning systems

摘要：With the continuous development of big data processing technology and the wide range of applications of online learning platforms, how to effectively use online learning behavior data is the key to improving teaching quality. In this paper, we proposed the online learning behavior analysis and comprehensive evaluation system based on big data platform. By dimensional modeling and data mining on behavioral data, the system has realized the functions of learning behavior early warning and academic level prediction, which can help students to improve their learning quality and efficiency. ? 2021 ACM.