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Role of multimodal learning systems in technology-enhanced learning (tel): A sco** review
Technology-enhanced learning systems, specifically multimodal learning technologies, use
sensors to collect data from multiple modalities to provide personalized learning support …
sensors to collect data from multiple modalities to provide personalized learning support …
[PDF][PDF] Artificial Intelligence in Multimodal Learning Analytics: A Systematic Literature Review
The proliferation of educational technologies has generated unprecedented volumes of
diverse, multimodal learner data, offering rich insights into learning processes and …
diverse, multimodal learner data, offering rich insights into learning processes and …
Can we empower attentive e-reading with a social robot? an introductory study with a novel multimodal dataset and deep learning approaches
Reading on digital devices has become more commonplace, while it often poses challenges
to learners' attention. In this study, we hypothesized that allowing learners to reflect on their …
to learners' attention. In this study, we hypothesized that allowing learners to reflect on their …
A social robot as your reading companion: exploring the relationships between gaze patterns and knowledge gains
X Liu, J Ma, Q Wang - Journal on Multimodal User Interfaces, 2024 - Springer
Intelligent tutoring systems have been widely used in educational activities over the past 20
years. With significantly less effort put into writing or reading assistance, the majority of …
years. With significantly less effort put into writing or reading assistance, the majority of …
Unveiling cognitive processes in digital reading through behavioural cues: A hybrid intelligence (HI) approach
Learner behaviours often provide critical clues about learners' cognitive processes.
However, the capacity of human intelligence to comprehend and intervene in learners' …
However, the capacity of human intelligence to comprehend and intervene in learners' …
[PDF][PDF] Interactive intelligence: Multimodal AI for real-time interaction loop towards attentive e-reading
Y Lee - Delft University of Technology, 2024 - pure.tudelft.nl
E-learning has shifted the traditional learning paradigms in higher education, offering more
flexible, ubiquitous, and personalized learning experiences. The previous years' COVID-19 …
flexible, ubiquitous, and personalized learning experiences. The previous years' COVID-19 …
What attention regulation behaviors tell us about learners in e-reading?: Adaptive data-driven persona development and application based on unsupervised learning
Different individual features of the learner data often work as essential indicators of learning
and intervention needs. This work exploits the personas in the design thinking process as …
and intervention needs. This work exploits the personas in the design thinking process as …
Behavior-based feedback loop for attentive e-reading (bflae): A real-time computer vision approach
This study is built upon a behavior-based framework for real-time attention evaluation of
higher education learners in e-reading. Significant challenges in AI model developments for …
higher education learners in e-reading. Significant challenges in AI model developments for …
What Attention Regulation Behaviors Tell Us About Learners in E-Reading?
Different individual features of the learner data often work as essential indicators of learning
and intervention needs. This work exploits the personas in the design thinking process as …
and intervention needs. This work exploits the personas in the design thinking process as …