[HTML][HTML] Social learning analytics in computer-supported collaborative learning environments: A systematic review of empirical studies

R Kaliisa, B Rienties, AI Mørch, A Kluge - Computers and Education Open, 2022 - Elsevier
Social learning analytics (SLA) is a promising approach for identifying students' social
learning processes in computer-supported collaborative learning (CSCL) environments. To …

How do we model learning at scale? A systematic review of research on MOOCs

S Joksimović, O Poquet, V Kovanović… - Review of …, 2018 - journals.sagepub.com
Despite a surge of empirical work on student participation in online learning environments,
the causal links between the learning-related factors and processes with the desired …

Exploring the relationship between social presence and learners' prestige in MOOC discussion forums using automated content analysis and social network analysis

W Zou, X Hu, Z Pan, C Li, Y Cai, M Liu - Computers in Human Behavior, 2021 - Elsevier
Research has repeatedly proven the importance of social interactions in online learning
contexts such as Massive Open Online Courses (MOOCs), where learners often reported …

SENS: Network analytics to combine social and cognitive perspectives of collaborative learning

D Gašević, S Joksimović, BR Eagan… - Computers in Human …, 2019 - Elsevier
In this paper, we propose a novel approach to the analysis of collaborative learning. The
approach posits that different dimensions of collaborative learning emerging from social ties …

Student success prediction in MOOCs

J Gardner, C Brooks - User Modeling and User-Adapted Interaction, 2018 - Springer
Predictive models of student success in Massive Open Online Courses (MOOCs) are a
critical component of effective content personalization and adaptive interventions. In this …

[PDF][PDF] The journey of learning analytics

S Joksimović, V Kovanović, S Dawson - HERDSA Review of Higher …, 2019 - academia.edu
It has been almost a decade since the emergence of learning analytics, a bricolage field of
research and practice that focuses on understanding and optimising learning and learning …

Systematic review of discussion forums in massive open online courses (MOOCs)

O Almatrafi, A Johri - IEEE Transactions on Learning …, 2018 - ieeexplore.ieee.org
Discussion forums are the primary and most widely used venue for social learning and
communication in MOOC context. There has been an interest in the last few years to study …

Piecing the learning analytics puzzle: A consolidated model of a field of research and practice

D Gašević, V Kovanović… - Learning: Research and …, 2017 - Taylor & Francis
The field of learning analytics was founded with the goal to harness vast amounts of data
about learning collected by the extensive use of technology. After the early formation, the …

[PDF][PDF] Student Performance on an E-Learning Platform: Mixed Method Approach.

S Rakic, N Tasic, U Marjanovic, S Softic… - … Journal of Emerging …, 2020 - researchgate.net
E-learning is considered a leading application of digital technologies in educational
systems. The aim of the paper is to explore the utilization and impact of digital technologies …

Learning communities in the crowd: Characteristics of content related interactions and social relationships in MOOC discussion forums

AF Wise, Y Cui - Computers & education, 2018 - Elsevier
This mixed method study used social network analysis (SNA) and inductive qualitative
analysis to compare social relationships and the underlying interactions they represent in …