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Visual learning analytics of educational data: A systematic literature review and research agenda
We present a systematic literature review of the emerging field of visual learning analytics.
We review existing work in this field from two perspectives: First, we analyze existing …
We review existing work in this field from two perspectives: First, we analyze existing …
Designing human-centered learning analytics and artificial intelligence in education solutions: a systematic literature review
The recent advances in educational technology enabled the development of solutions that
collect and analyse data from learning scenarios to inform the decision-making processes …
collect and analyse data from learning scenarios to inform the decision-making processes …
An instrument for measuring teachers' trust in AI-based educational technology
Evidence from various domains underlines the key role that human factors, and especially,
trust, play in the adoption of technology by practitioners. In the case of Artificial Intelligence …
trust, play in the adoption of technology by practitioners. In the case of Artificial Intelligence …
Co-designing a real-time classroom orchestration tool to support teacher-AI complementarity.
Involving stakeholders throughout the creation of new educational technologies can help
ensure their usefulness and usability in real-world contexts. However, given the complexity …
ensure their usefulness and usability in real-world contexts. However, given the complexity …
[HTML][HTML] From students with love: An empirical study on learner goals, self-regulated learning and sense-making of learning analytics in higher education
Unequal stakeholder engagement is a common pitfall of adoption approaches of learning
analytics in higher education leading to lower buy-in and flawed tools that fail to meet the …
analytics in higher education leading to lower buy-in and flawed tools that fail to meet the …
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 …
Designing in Context: Reaching beyond Usability in Learning Analytics Dashboard Design.
Researchers and developers of learning analytics (LA) systems are increasingly adopting
human-centred design (HCD) approaches, with growing need to understand how to apply …
human-centred design (HCD) approaches, with growing need to understand how to apply …
Beyond the learning analytics dashboard: Alternative ways to communicate student data insights combining visualisation, narrative and storytelling
Learning Analytics (LA) dashboards have become a popular medium for communicating to
teachers analytical insights obtained from student data. However, recent research indicates …
teachers analytical insights obtained from student data. However, recent research indicates …
The classroom as a dashboard: Co-designing wearable cognitive augmentation for K-12 teachers
When used in classrooms, personalized learning software allows students to work at their
own pace, while freeing up the teacher to spend more time working one-on-one with …
own pace, while freeing up the teacher to spend more time working one-on-one with …
Human-centered design principles for actionable learning analytics
Designing for effective and efficient pedagogical interventions and orchestration in complex
technology-enhanced learning (TEL) ecosystems is an increasingly challenging issue …
technology-enhanced learning (TEL) ecosystems is an increasingly challenging issue …