Harnessing the power of big data analytics in the cloud to support learning analytics in mobile learning environment

作者：

Highlights：

• Big data analytics in the cloud to support learning analytics for mobile learning.

• Extract values by analyzing mobile learners' data using big data analytics.

• Generate actionable insights to improve learners' performance.

• Identify driving factors behind the adoption of mobile learning technology.

摘要

•Big data analytics in the cloud to support learning analytics for mobile learning.•Extract values by analyzing mobile learners' data using big data analytics.•Generate actionable insights to improve learners' performance.•Identify driving factors behind the adoption of mobile learning technology.

论文关键词：Mobile learning (m-learning),Learning analytics,Big data analytics,Cloud computing,Map-reduce technique,Technology acceptance model (TAM)

论文评审过程：Received 10 February 2017, Revised 19 June 2018, Accepted 2 July 2018, Available online 3 July 2018, Version of Record 18 January 2019.

论文官网地址：https://doi.org/10.1016/j.chb.2018.07.002