Learning Analytics in Online Learning Environment: A Systematic Review on the Focuses and the Types of Student-Related Analytics Data

Applications of data science to game learning analytics data: A systematic literature review

(2019) Cristina Alonso-Fernández et al.   COMPUTERS & EDUCATION

Learning analytics to support self-regulated learning in asynchronous online courses: A case study at a women's university in South Korea

(2018) Dongho Kim et al.   COMPUTERS & EDUCATION

Learning analytics for learning design: A systematic literature review of analytics-driven design to enhance learning

(2018) Katerina Mangaroska et al.   IEEE Transactions on Learning Technologies

Towards Actionable Learning Analytics Using Dispositions

(2017) Dirk T. Tempelaar et al.   IEEE Transactions on Learning Technologies

Perceiving Learning at a Glance: A Systematic Literature Review of Learning Dashboard Research

(2017) Beat A. Schwendimann et al.   IEEE Transactions on Learning Technologies

Teacher regulation of cognitive activities during student collaboration: Effects of learning analytics

(2015) Anouschka van Leeuwen et al.   COMPUTERS & EDUCATION

Learning at distance: Effects of interaction traces on academic achievement

(2015) Srećko Joksimović et al.   COMPUTERS & EDUCATION

Mining students activities from a computer supported collaborative learning system based on peer to peer network

(2015) Hyesung Ji et al.   Peer-to-Peer Networking and Applications