What types of data are used in learning analytics? An overview of six cases

作者:

Highlights:

• Actual learning analytics developments call for an overview over data types.

• The special issue reunites six examples of learning analytics approaches.

• A pattern of practices framework is proposed and discussed.

摘要

•Actual learning analytics developments call for an overview over data types.•The special issue reunites six examples of learning analytics approaches.•A pattern of practices framework is proposed and discussed.

论文关键词:Learning analytics,Data types,Eye tracking,Automated dialog analysis,Log data analysis,Visual learning analytics

论文评审过程:Received 18 April 2018, Revised 9 July 2018, Accepted 23 July 2018, Available online 24 July 2018, Version of Record 15 October 2018.

论文官网地址:https://doi.org/10.1016/j.chb.2018.07.038