Multimodal learning analytics for game‐based learning

A Emerson, EB Cloude, R Azevedo… - British journal of …, 2020 - Wiley Online Library
A distinctive feature of game‐based learning environments is their capacity to create
learning experiences that are both effective and engaging. Recent advances in sensor …

Exploring the role of gaze behaviour in socially shared regulation of collaborative learning in a group task

R Whitehead, A Nguyen… - Journal of Computer …, 2024 - Wiley Online Library
Background The necessity of supporting socially shared regulation of learning (SSRL) for
learners is widely acknowledged as a crucial element for successful collaborative learning …

Lifelong learning from sustainable education: An analysis with eye tracking and data mining techniques

MC Sáiz Manzanares, JJ Rodríguez Diez… - Sustainability, 2020 - mdpi.com
The use of learning environments that apply Advanced Learning Technologies (ALTs) and
Self-Regulated Learning (SRL) is increasingly frequent. In this study, eye-tracking …

Methodological considerations for understanding students' problem solving processes and affective trajectories during game-based learning: A data fusion approach

M Israel, T Liu, J Moon, F Ke… - … Conference on Human …, 2021 - Springer
This paper describes methodological considerations for fusing data sources in
understanding both affective and problem solving states of students as they engage in …

Clustering Learner's Metacognitive Judgment Accuracy and Bias to Explore Learning with AIEd Systems

MD Wiedbusch, N Sonnenfeld, D Dever… - … Conference on Artificial …, 2022 - Springer
Metacognitive monitoring and regulation are key dynamic psychological processes in
predicting learning, reasoning, and problem solving across AIEd systems. They are …

[PDF][PDF] Can a Composite Metacognitive Judgment Accuracy Score Successfully Capture Performance Variance during Multimedia Learning?

M Wiedbusch, R Azevedo, M Brown - CogSci, 2020 - cognitivesciencesociety.org
Theoretical models of self-regulated learning highlight the importance and dynamic nature
of metacognitive monitoring and regulation. However, traditional research typically has not …

[图书][B] Multimodal Learning Analytics and Predictive Student Modeling for Game-Based Learning

AJ Emerson - 2021 - search.proquest.com
A distinctive feature of game-based learning environments is their capacity to create
learning experiences that are both effective and engaging. Recent advances in sensor …