[HTML][HTML] Human-centred learning analytics and AI in education: A systematic literature review

R Alfredo, V Echeverria, Y **, L Yan, Z Swiecki… - … and Education: Artificial …, 2024 - Elsevier
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 …

Socio-Spatial Learning Analytics in Co-located Collaborative Learning Spaces: A Systematic Literature Review.

L Yan, L Zhao, D Gaševic, X Li… - Journal of Learning …, 2023 - ERIC
Socio-spatial learning analytics (SSLA) is an emerging area within learning analytics
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

V Echeverria, L Yan, L Zhao, S Abel, R Alfredo… - Proceedings of the 14th …, 2024 - dl.acm.org
Advancements in Multimodal Learning Analytics (MMLA) have the potential to enhance the
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

BR Shapiro, IS Horn, S Gilliam… - Educational …, 2024 - journals.sagepub.com
In conversations about pedagogy, researchers often overlook how physical space and
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

X Li, L Yan, L Zhao, R Martinez-Maldonado… - … Learning Analytics and …, 2023 - dl.acm.org
Capturing data on socio-spatial behaviours is essential in obtaining meaningful educational
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

C Borchers, Y Wang, S Karumbaiah, M Ashiq… - Proceedings of the 14th …, 2024 - dl.acm.org
Learning analytics research increasingly studies classroom learning with AI-based systems
through rich contextual data from outside these systems, especially student-teacher …

Designing a Human-Centred Learning Analytics Dashboard In-Use.

R Alfredo, V Echeverria, L Zhao, LEM Lawrence… - Journal of Learning …, 2024 - ERIC
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 …

[HTML][HTML] Investigating the Effect of Visualization Literacy and Guidance on Teachers' Dashboard Interpretation

S Pozdniakov, R Martinez-Maldonado… - Journal of Learning …, 2025 - learning-analytics.info
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 …

NaMemo2: Facilitating teacher-student interaction with theory-based design and student autonomy consideration

G Jiang, J Zhu, Y Li, P An, Y Wang - Education and Information …, 2024 - Springer
Teacher-student interaction (TSI) is essential for learning efficiency and harmonious teacher-
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

V Echeverria, L Zhao, R Alfredo, M Milesi, Y **… - arxiv preprint arxiv …, 2025 - arxiv.org
Healthcare simulations help learners develop teamwork and clinical skills in a risk-free
setting, promoting reflection on real-world practices through structured debriefs. However …