[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 …
Multimodal data capabilities for learning: What can multimodal data tell us about learning?
Most research on learning technology uses clickstreams and questionnaires as their primary
source of quantitative data. This study presents the outcomes of a systematic literature …
source of quantitative data. This study presents the outcomes of a systematic literature …
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 …
Artificial Intelligence in Education (AIEd): A high-level academic and industry note 2021
MA Chaudhry, E Kazim - AI and Ethics, 2022 - Springer
In the past few decades, technology has completely transformed the world around us.
Indeed, experts believe that the next big digital transformation in how we live, communicate …
Indeed, experts believe that the next big digital transformation in how we live, communicate …
A conceptual framework for human–AI hybrid adaptivity in education
Educational AI (AIEd) systems are increasingly designed and evaluated with an awareness
of the hybrid nature of adaptivity in real-world educational settings. In practice, beyond being …
of the hybrid nature of adaptivity in real-world educational settings. In practice, beyond being …
Predictive power of regularity of pre-class activities in a flipped classroom
Flipped classroom (FC) is an active learning design requiring students to complete assigned
pre-class learning activities in preparation for face-to-face sessions. Students' timely …
pre-class learning activities in preparation for face-to-face sessions. Students' timely …
How do teachers use dashboards enhanced with data storytelling elements according to their data visualisation literacy skills?
There is a proliferation of learning analytics (LA) dashboards aimed at supporting teachers.
Yet, teachers still find it challenging to make sense of LA dashboards, thereby making …
Yet, teachers still find it challenging to make sense of LA dashboards, thereby making …
Challenges and opportunities of multimodal data in human learning: The computer science students' perspective
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 …
The TA framework: Designing real-time teaching augmentation for K-12 classrooms
Recently, the HCI community has seen increased interest in the design of teaching
augmentation (TA): tools that extend and complement teachers' pedagogical abilities during …
augmentation (TA): tools that extend and complement teachers' pedagogical abilities during …
Integrating multiple data sources for learning analytics—review of literature
Learning analytics (LA) promises understanding and optimization of learning and learning
environments. To enable richer insights regarding questions related to learning and …
environments. To enable richer insights regarding questions related to learning and …