Lessons learnt from a multimodal learning analytics deployment in-the-wild
Multimodal Learning Analytics (MMLA) innovations make use of rapidly evolving sensing
and artificial intelligence algorithms to collect rich data about learning activities that unfold in …
and artificial intelligence algorithms to collect rich data about learning activities that unfold in …
VizChat: enhancing learning analytics dashboards with contextualised explanations using multimodal generative AI chatbots
Learning analytics dashboards (LADs) serve as pivotal tools in transforming complex
learner data into actionable insights for educational stakeholders. Despite their potential, the …
learner data into actionable insights for educational stakeholders. Despite their potential, the …
Data Storytelling in Data Visualisation: Does it Enhance the Efficiency and Effectiveness of Information Retrieval and Insights Comprehension?
Data storytelling (DS) is rapidly gaining attention as an approach that integrates data,
visuals, and narratives to create data stories that can help a particular audience to …
visuals, and narratives to create data stories that can help a particular audience to …
Single or multi-page learning analytics dashboards? Relationships between teachers' cognitive load and visualisation literacy
There has been a proliferation of learning analytics (LA) interfaces designed to support
teachers, such as LA dashboards. However, although teacher dashboards have been …
teachers, such as LA dashboards. However, although teacher dashboards have been …
Data storytelling editor: A teacher-centred tool for customising learning analytics dashboard narratives
Dashboards are increasingly used in education to provide teachers and students with
insights into learning. Yet, existing dashboards are often criticised for their failure to provide …
insights into learning. Yet, existing dashboards are often criticised for their failure to provide …
VisRecall++: Analysing and Predicting Visualisation Recallability from Gaze Behaviour
Question answering has recently been proposed as a promising means to assess the
recallability of information visualisations. However, prior works are yet to study the link …
recallability of information visualisations. However, prior works are yet to study the link …
Examining university teachers' self-regulation in using a learning analytics dashboard for online collaboration
Learning analytics dashboards (LADs) are often used to display real-time data indicating
student learning trajectories and outcomes. Successful use of LADs requires teachers to …
student learning trajectories and outcomes. Successful use of LADs requires teachers to …
Gazealytics: A unified and flexible visual toolkit for exploratory and comparative gaze analysis
We present a novel, web-based visual eye-tracking analytics tool called Gazealytics. Our
open-source toolkit features a unified combination of gaze analytics features that support …
open-source toolkit features a unified combination of gaze analytics features that support …
[HTML][HTML] Investigating the Effect of Visualization Literacy and Guidance on Teachers' Dashboard Interpretation
Recent research on learning analytics dashboards has focused on designing user interfaces
that offer various forms of\textit {visualization guidance}(often referring to notions such …
that offer various forms of\textit {visualization guidance}(often referring to notions such …
From data to narrative: Automating and engineering the art of data storytelling
M Daradkeh, S Atalla - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
This paper addresses the importance of defining data storytelling and its characteristics,
distinguishing it from literary narratives. It explores the research landscape in data …
distinguishing it from literary narratives. It explores the research landscape in data …