License to evaluate: Preparing learning analytics dashboards for educational practice
Learning analytics can bridge the gap between learning sciences and data analytics,
leveraging the expertise of both fields in exploring the vast amount of data generated in …
leveraging the expertise of both fields in exploring the vast amount of data generated in …
Staying on target: A systematic literature review on learner‐facing learning analytics dashboards
The advances in technology to capture and process unprecedented amounts of educational
data has boosted the interest in Learning Analytics Dashboard (LAD) applications as a way …
data has boosted the interest in Learning Analytics Dashboard (LAD) applications as a way …
Dashboard design patterns
This paper introduces design patterns for dashboards to inform dashboard design
processes. Despite a growing number of public examples, case studies, and general …
processes. Despite a growing number of public examples, case studies, and general …
[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 …
Awareness is not enough: Pitfalls of learning analytics dashboards in the educational practice
It has been long argued that learning analytics has the potential to act as a “middle space”
between the learning sciences and data analytics, creating technical possibilities for …
between the learning sciences and data analytics, creating technical possibilities for …
Learning in smart environments: user-centered design and analytics of an adaptive learning system
The complexity of today's learning processes and practices entails various challenges. It is
becoming much harder for teachers to observe, control, and adjust the learning process …
becoming much harder for teachers to observe, control, and adjust the learning process …
Making sense of learning analytics dashboards: A technology acceptance perspective of 95 teachers
The importance of teachers in online learning is widely acknowledged to effectively support
and stimulate learners. With the increasing availability of learning analytics data, online …
and stimulate learners. With the increasing availability of learning analytics data, online …
The End is the Beginning is the End: The closed-loop learning analytics framework
This article provides a comprehensive review of current practices and methodologies within
the field of learning analytics, structured around a dedicated closed-loop framework. This …
the field of learning analytics, structured around a dedicated closed-loop framework. This …
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 …
What learning analytics tells us: Group behavior analysis and individual learning diagnosis based on long-term and large-scale data
JH Zhang, YX Zhang, Q Zou, S Huang - Journal of Educational Technology & …, 2018 - JSTOR
The practice and application of education data mining and learning analytics has become
the focus of educational researchers. However, it is still a difficult task to explore the law of …
the focus of educational researchers. However, it is still a difficult task to explore the law of …