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[HTML][HTML] Human-centred learning analytics and AI in education: A systematic literature review
The rapid expansion of Learning Analytics (LA) and Artificial Intelligence in Education
(AIED) offers new scalable, data-intensive systems but raises concerns about data privacy …
(AIED) offers new scalable, data-intensive systems but raises concerns about data privacy …
Socio-Spatial Learning Analytics in Co-located Collaborative Learning Spaces: A Systematic Literature Review.
Socio-spatial learning analytics (SSLA) is an emerging area within learning analytics
research that seeks to uncover valuable educational insights from individuals' social and …
research that seeks to uncover valuable educational insights from individuals' social and …
TeamSlides: A multimodal teamwork analytics dashboard for teacher-guided reflection in a physical learning space
Advancements in Multimodal Learning Analytics (MMLA) have the potential to enhance the
development of effective teamwork skills and foster reflection on collaboration dynamics in …
development of effective teamwork skills and foster reflection on collaboration dynamics in …
Situating Teacher Movement, Space, and Relationships to Pedagogy: A Visual Method and Framework
In conversations about pedagogy, researchers often overlook how physical space and
movement shape teacher sensemaking. This article offers a comparative case study of …
movement shape teacher sensemaking. This article offers a comparative case study of …
CVPE: A computer vision approach for scalable and privacy-preserving socio-spatial, multimodal learning analytics
Capturing data on socio-spatial behaviours is essential in obtaining meaningful educational
insights into collaborative learning and teamwork in co-located learning contexts. Existing …
insights into collaborative learning and teamwork in co-located learning contexts. Existing …
Revealing networks: understanding effective teacher practices in AI-supported classrooms using transmodal ordered network analysis
Learning analytics research increasingly studies classroom learning with AI-based systems
through rich contextual data from outside these systems, especially student-teacher …
through rich contextual data from outside these systems, especially student-teacher …
Designing a Human-Centred Learning Analytics Dashboard In-Use.
Despite growing interest in applying human-centred design methods to create learning
analytics (LA) systems, most efforts have concentrated on initial design phases, with limited …
analytics (LA) systems, most efforts have concentrated on initial design phases, with limited …
[HTML][HTML] Investigating the Effect of Visualization Literacy and Guidance on Teachers' Dashboard Interpretation
Recent research on learning analytics dashboards has focused on designing user interfaces
that offer various forms of\textit {visualization guidance}(often referring to notions such …
that offer various forms of\textit {visualization guidance}(often referring to notions such …
NaMemo2: Facilitating teacher-student interaction with theory-based design and student autonomy consideration
Teacher-student interaction (TSI) is essential for learning efficiency and harmonious teacher-
student interpersonal relationships. However, studies on TSI support tools often focus on …
student interpersonal relationships. However, studies on TSI support tools often focus on …
TeamVision: An AI-powered Learning Analytics System for Supporting Reflection in Team-based Healthcare Simulation
Healthcare simulations help learners develop teamwork and clinical skills in a risk-free
setting, promoting reflection on real-world practices through structured debriefs. However …
setting, promoting reflection on real-world practices through structured debriefs. However …