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Teaching and learning analytics to support teacher inquiry: A systematic literature review
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 …
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 …
computer-supported collaborative learning (CSCL)—activities in which learners interact …
SENS: Network analytics to combine social and cognitive perspectives of collaborative learning
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 …
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
Collaboration is an important 21st century skill, and there is an increasing interest in
computer-supported collaborative learning (CSCL) in teaching and learning practices …
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 …
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
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 …
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
Instructors' discussion design and facilitation have critical influences on online learning
community development. Emerging network analysis methods were used to examine the …
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
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 …
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 …
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
To ensure online collaborative learning meets the intended pedagogical goals (is actually
collaborative and stimulates learning), mechanisms are needed for monitoring the efficiency …
collaborative and stimulates learning), mechanisms are needed for monitoring the efficiency …