Where is the learning in learning analytics? A systematic literature review on the operationalization of learning-related constructs in the evaluation of learning analytics …
J Knobbout, E Van Der Stappen - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Learning technologies enable interventions in the learning process aiming to improve
learning. Learning analytics provides such interventions based on analysis of learner data …
learning. Learning analytics provides such interventions based on analysis of learner data …
Effectiveness of the functions of classroom orchestration systems: A systematic review and meta-analysis
Researchers have designed a series of classroom orchestration systems (COSs) to support
teachers' real-time classroom management of multiple social planes. However, few studies …
teachers' real-time classroom management of multiple social planes. However, few studies …
Collaborative learning in mathematics classrooms: Can teachers understand progress of concurrent collaborating groups?
Dashboards have been hypothesized to facilitate adaptive guidance in classrooms. Thus far,
however, empirical studies in this domain are badly missing. We present a dashboard …
however, empirical studies in this domain are badly missing. We present a dashboard …
Building a model for characterizing critical events: Noticing classroom situations using multiple dimensions
Anyone involved in mathematics education will at some point encounter a classroom
situation in which a student's statement provides an opportunity for the teacher to enhance …
situation in which a student's statement provides an opportunity for the teacher to enhance …
Orchestrating multiple groups in a mathematics classroom through semiotic mediation
BB Schwarz - The Journal of Mathematical Behavior, 2022 - Elsevier
In the present case-study, we describe a novel type of adaptive instruction in mathematics–
the orchestration of parallel groups through their participation to semiotic games. The …
the orchestration of parallel groups through their participation to semiotic games. The …
Analyse prozessbezogener Verhaltensdaten mittels Learning Analytics: Aktuelle und zukünftige Bedeutung für die Unterrichtswissenschaft
International entwickelte sich unter dem Begriff „Learning Analytics “in den letzten Jahren
ein Forschungsfeld, das sich auf das Sammeln, Auswerten und Anwenden komplexer …
ein Forschungsfeld, das sich auf das Sammeln, Auswerten und Anwenden komplexer …
Artificial intelligence techniques for supporting face-to-face and online collaborative learning
R Martinez-Maldonado, A van Leeuwen… - Handbook of Artificial …, 2023 - elgaronline.com
Collaborative learning is a term that refers to a variety of educational phenomena involving
joint intellectual effort by peers interacting with each other and with teachers, for the purpose …
joint intellectual effort by peers interacting with each other and with teachers, for the purpose …
Identifying Tertiary Level Educators' Needs and Understanding of the Collaboration Process Analytics
M Cukurova, C Kent, A Akanji - Social and Emotional Learning and …, 2022 - Springer
There is little doubt about the significant role the educators play in supporting the
collaboration process through monitoring and supporting effective interactions. However …
collaboration process through monitoring and supporting effective interactions. However …