Lessons learnt from a multimodal learning analytics deployment in-the-wild

R Martinez-Maldonado, V Echeverria… - ACM Transactions on …, 2023 - dl.acm.org
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 …

VizChat: enhancing learning analytics dashboards with contextualised explanations using multimodal generative AI chatbots

L Yan, L Zhao, V Echeverria, Y **, R Alfredo… - … Conference on Artificial …, 2024 - Springer
Learning analytics dashboards (LADs) serve as pivotal tools in transforming complex
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?

H Shao, R Martinez-Maldonado, V Echeverria… - Proceedings of the CHI …, 2024 - dl.acm.org
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 …

Single or multi-page learning analytics dashboards? Relationships between teachers' cognitive load and visualisation literacy

S Pozdniakov, R Martinez-Maldonado, YS Tsai… - European Conference …, 2023 - Springer
There has been a proliferation of learning analytics (LA) interfaces designed to support
teachers, such as LA dashboards. However, although teacher dashboards have been …

Data storytelling editor: A teacher-centred tool for customising learning analytics dashboard narratives

GM Fernandez-Nieto, R Martinez-Maldonado… - Proceedings of the 14th …, 2024 - dl.acm.org
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 …

VisRecall++: Analysing and Predicting Visualisation Recallability from Gaze Behaviour

Y Wang, Y Jiang, Z Hu, C Ruhdorfer, M Bâce… - Proceedings of the …, 2024 - dl.acm.org
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 …

Examining university teachers' self-regulation in using a learning analytics dashboard for online collaboration

L Huang, J Zheng, SP Lajoie, Y Chen… - Education and …, 2024 - Springer
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 …

Gazealytics: A unified and flexible visual toolkit for exploratory and comparative gaze analysis

KT Chen, A Prouzeau, J Langmead… - Proceedings of the …, 2023 - dl.acm.org
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 …

[HTML][HTML] Investigating the Effect of Visualization Literacy and Guidance on Teachers' Dashboard Interpretation

S Pozdniakov, R Martinez-Maldonado… - Journal of Learning …, 2025 - learning-analytics.info
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 …

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 …