Teaching and learning analytics to support teacher inquiry: A systematic literature review

S Sergis, DG Sampson - … : Fundaments, applications, and trends: A view of …, 2017 - Springer
Teacher inquiry is identified as a key global need for driving the continuous improvement of
the teaching and learning conditions for learners. However, specific barriers (mainly related …

A review of methodological applications of social network analysis in computer-supported collaborative learning

M Dado, D Bodemer - Educational Research Review, 2017 - Elsevier
Social network analysis (SNA) is a promising research method for analyzing relational ties in
computer-supported collaborative learning (CSCL)—activities in which learners interact …

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 …

[HTML][HTML] Using Minecraft as an educational tool for supporting collaboration as a 21st century skill

R Andersen, M Rustad - Computers and Education Open, 2022 - Elsevier
Collaboration is an important 21st century skill, and there is an increasing interest in
computer-supported collaborative learning (CSCL) in teaching and learning practices …

The role of social network analysis as a learning analytics tool in online problem based learning

M Saqr, A Alamro - BMC medical education, 2019 - Springer
Background Social network analysis (SNA) might have an unexplored value in the study of
interactions in technology-enhanced learning at large and in online (Problem Based …

Integrating machine learning into item response theory for addressing the cold start problem in adaptive learning systems

K Pliakos, SH Joo, JY Park, F Cornillie, C Vens… - Computers & …, 2019 - Elsevier
Adaptive learning systems aim to provide learning items tailored to the behavior and needs
of individual learners. However, one of the outstanding challenges in adaptive item selection …

The influences of an experienced instructor's discussion design and facilitation on an online learning community development: A social network analysis study

F Ouyang, C Scharber - The Internet and Higher Education, 2017 - Elsevier
Instructors' discussion design and facilitation have critical influences on online learning
community development. Emerging network analysis methods were used to examine the …

[HTML][HTML] How CSCL roles emerge, persist, transition, and evolve over time: A four-year longitudinal study

M Saqr, S López-Pernas - Computers & education, 2022 - Elsevier
A prevailing trend in CSCL literature has been the study of students' participatory roles. The
majority of existing studies examine a single collaborative task or, at most, a complete …

The dynamics of an online learning community in a hybrid statistics classroom over time: Implications for the question-oriented problem-solving course design with the …

JY Wu, MW Nian - Computers & Education, 2021 - Elsevier
This study applied the question-oriented problem-solving (QOPS) pedagogy in Statistics
learning and addressed several methodological and theoretical gaps in SNA studies to …

How social network analysis can be used to monitor online collaborative learning and guide an informed intervention

M Saqr, U Fors, M Tedre, J Nouri - PloS one, 2018 - journals.plos.org
To ensure online collaborative learning meets the intended pedagogical goals (is actually
collaborative and stimulates learning), mechanisms are needed for monitoring the efficiency …