A first step in using machine learning methods to enhance interaction analysis for embodied learning environments

J Fonteles, E Davalos, TS Ashwin, Y Zhang… - … Conference on Artificial …, 2024 - Springer
Investigating children's embodied learning in mixed-reality environments, where they
collaboratively simulate scientific processes, requires analyzing complex multimodal data to …

TeamVision: An AI-powered Learning Analytics System for Supporting Reflection in Team-based Healthcare Simulation

V Echeverria, L Zhao, R Alfredo, M Milesi, Y Jin… - 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 …

Human Digital Twins to Support Nurse Practitioners' Clinical Decision-Making Using Multimodal Data: A Theoretical, Methodological, and Analytical Framework

R Azevedo, MJ Amon, M Anderson, S Mondesire… - Digital Twin, 2024 - Springer
This chapter proposes a theoretical, methodological, and analytical approach to supporting
nurse practitioners' clinical decision-making using human digital twins (HDTs). HDTs are …

3D Gaze Tracking for Studying Collaborative Interactions in Mixed-Reality Environments

E Davalos, Y Zhang, JH Fonteles, U Timalsina… - … Proceedings of the …, 2024 - dl.acm.org
This study presents a novel framework for 3D gaze tracking tailored for mixed-reality
settings, aimed at enhancing joint attention and collaborative efforts in team-based …

Modern Adaptive and Intelligent Digital Learning Systems: Mechanisms and Potential

KA Skvorchevsky, OV Dyatlova - Voprosy obrazovaniya/Educational …, 2024 - vo.hse.ru
Современные адаптивные и интеллектуальные цифровые системы обучени Page 1
http://vo.hse.ru 299 Современные адаптивные и интеллектуальные цифровые системы …

[PDF][PDF] Design and Development of a Temporal Event Annotation Tool to Support Collaborative Debriefing for Nurse Training

CM Vatral - 2024 - ir.vanderbilt.edu
Within healthcare education, simulation-based training is a popular and successful
approach that focuses on providing students with hands-on experiential learning in a …

GazeViz: A Web-Based Approach for Visualizing Learner Gaze Patterns in Online Educational Environment

E DAVALOS, N SRIVASTAVA, Y ZHANG… - … on Computers in …, 2024 - library.apsce.net
As online learning tools become more widespread, understanding student behaviors
through learning analytics is increasingly important. Traditional methods relying on system …