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 …

Effectiveness of the functions of classroom orchestration systems: A systematic review and meta-analysis

S Feng, L Zhang, S Wang, Z Cai - Computers & Education, 2023 - Elsevier
Researchers have designed a series of classroom orchestration systems (COSs) to support
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?

BB Schwarz, O Swidan, N Prusak, A Palatnik - Computers & Education, 2021 - Elsevier
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 …

Building a model for characterizing critical events: Noticing classroom situations using multiple dimensions

SH Rotem, M Ayalon - The Journal of Mathematical Behavior, 2022 - Elsevier
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 …

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 …

Analyse prozessbezogener Verhaltensdaten mittels Learning Analytics: Aktuelle und zukünftige Bedeutung für die Unterrichtswissenschaft

J Eberle, S Strauß, V Nachtigall, N Rummel - Unterrichtswissenschaft, 2024 - Springer
International entwickelte sich unter dem Begriff „Learning Analytics “in den letzten Jahren
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 …

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 …