[HTML][HTML] The current landscape of learning analytics in higher education
Learning analytics can improve learning practice by transforming the ways we support
learning processes. This study is based on the analysis of 252 papers on learning analytics …
learning processes. This study is based on the analysis of 252 papers on learning analytics …
[HTML][HTML] Human-centred learning analytics and AI in education: A systematic literature review
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 …
(AIED) offers new scalable, data-intensive systems but raises concerns about data privacy …
Exploring students' cognitive and affective states during problem solving through multimodal data: Lessons learned from a programming activity
Background Problem‐solving is a multidimensional and dynamic process that requires and
interlinks cognitive, metacognitive, and affective dimensions of learning. However, current …
interlinks cognitive, metacognitive, and affective dimensions of learning. However, current …
Challenges and opportunities of multimodal data in human learning: The computer science students' perspective
K Mangaroska, R Martinez‐Maldonado… - Journal of Computer …, 2021 - Wiley Online Library
Multimodal data have the potential to explore emerging learning practices that extend
human cognitive capacities. A critical issue stretching in many multimodal learning analytics …
human cognitive capacities. A critical issue stretching in many multimodal learning analytics …
Where is the learning in learning analytics? A systematic literature review on the operationalization of learning-related constructs in the evaluation of learning analytics …
J Knobbout, E Van Der Stappen - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Learning technologies enable interventions in the learning process aiming to improve
learning. Learning analytics provides such interventions based on analysis of learner data …
learning. Learning analytics provides such interventions based on analysis of learner data …
Architecting analytics across multiple e-learning systems to enhance learning design
With the wide expansion of distributed learning environments the way we learn became
more diverse than ever. This poses an opportunity to incorporate different data sources of …
more diverse than ever. This poses an opportunity to incorporate different data sources of …
Edulyze: Learning Analytics for Real-World Classrooms at Scale.
Classroom sensing systems can capture data on teacher-student behaviours and
interactions at a scale far greater than human observers can. These data, translated to multi …
interactions at a scale far greater than human observers can. These data, translated to multi …
Utilizing interactive surfaces to enhance learning, collaboration and engagement: Insights from learners' gaze and speech
Interactive displays are becoming increasingly popular in informal learning environments as
an educational technology for improving students' learning and enhancing their …
an educational technology for improving students' learning and enhancing their …
[HTML][HTML] Information flow and cognition affect each other: Evidence from digital learning
In the context of learning systems, identifying causal relationships among information
presented to the user, their behavior and cognitive effort required/exerted to understand and …
presented to the user, their behavior and cognitive effort required/exerted to understand and …
Carry-forward effect: providing proactive scaffolding to learning processes
K Sharma, M Giannakos - Behaviour & Information Technology, 2024 - Taylor & Francis
Multimodal data enables us to capture the cognitive and affective states of students to
provide a holistic understanding of learning processes in a wide variety of contexts. With the …
provide a holistic understanding of learning processes in a wide variety of contexts. With the …