Evidence‐based multimodal learning analytics for feedback and reflection in collaborative learning
Multimodal learning analytics (MMLA) offers the potential to provide evidence‐based
insights into complex learning phenomena such as collaborative learning. Yet, few MMLA …
insights into complex learning phenomena such as collaborative learning. Yet, few MMLA …
Exploratory study of an AI-supported discussion representational tool for online collaborative learning in a Chinese university
X Kong, Z Liu, C Chen, S Liu, Z Xu, Q Tang - The Internet and Higher …, 2025 - Elsevier
With the aid of artificial intelligence (AI), it is more feasible to leverage discussion data to
understand the online collaborative learning process. This paper presented an AI-supported …
understand the online collaborative learning process. This paper presented an AI-supported …
Data storytelling editor: A teacher-centred tool for customising learning analytics dashboard narratives
GM Fernandez-Nieto, R Martinez-Maldonado… - Proceedings of the 14th …, 2024 - dl.acm.org
Dashboards are increasingly used in education to provide teachers and students with
insights into learning. Yet, existing dashboards are often criticised for their failure to provide …
insights into learning. Yet, existing dashboards are often criticised for their failure to provide …
Clinical judgment, person-centered care and professionalism: A transmodal ordered network analysis of student performance in virtual patient simulations
Background Few studies have connected nursing students' performance in simulations to
clinical competencies exemplified in The Essentials and the NCJMM. This retrospective …
clinical competencies exemplified in The Essentials and the NCJMM. This retrospective …
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 …
Ordered Networked Analysis of Multimodal Data in Healthcare Simulations: Dissecting Team Communication Tactics
In highly immersive, team-based healthcare simulations, students must collaborate
effectively to complete open-ended learning tasks. These often require students to move …
effectively to complete open-ended learning tasks. These often require students to move …