Re-understanding of data storytelling tools from a narrative perspective

P Ren, Y Wang, F Zhao - Visual Intelligence, 2023 - Springer
With a large number of data stories expressed in diverse genres of narrative visualization,
storytelling is currently growing in popularity in the field of visualization. In this paper, we …

[HTML][HTML] A survey of visual analytics techniques for online education

X Kui, N Liu, Q Liu, J Liu, X Zeng, C Zhang - Visual Informatics, 2022 - Elsevier
Visual analytics techniques are widely utilized to facilitate the exploration of online
educational data. To help researchers better understand the necessity and the efficiency of …

From data to insights: A layered storytelling approach for multimodal learning analytics

R Martinez-Maldonado, V Echeverria… - Proceedings of the …, 2020 - dl.acm.org
Significant progress to integrate and analyse multimodal data has been carried out in the
last years. Yet, little research has tackled the challenge of visualising and supporting the …

Beyond the learning analytics dashboard: Alternative ways to communicate student data insights combining visualisation, narrative and storytelling

GM Fernandez Nieto, K Kitto… - … learning analytics and …, 2022 - dl.acm.org
Learning Analytics (LA) dashboards have become a popular medium for communicating to
teachers analytical insights obtained from student data. However, recent research indicates …

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 …

How do teachers use dashboards enhanced with data storytelling elements according to their data visualisation literacy skills?

S Pozdniakov, R Martinez-Maldonado, YS Tsai… - … learning analytics and …, 2023 - dl.acm.org
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 …

The question-driven dashboard: how can we design analytics interfaces aligned to teachers' inquiry?

S Pozdniakov, R Martinez-Maldonado, YS Tsai… - … learning analytics and …, 2022 - dl.acm.org
One of the ultimate goals of several learning analytics (LA) initiatives is to close the loop and
support students' and teachers' reflective practices. Although there has been a proliferation …

Storytelling with learner data: Guiding student reflection on multimodal team data

GM Fernandez-Nieto, V Echeverria… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
There is growing interest in creating learning analytics feedback interfaces that support
students directly. While dashboards and other visualizations are proliferating, the evidence …

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

S Pozdniakov, R Martinez-Maldonado, YS Tsai… - European conference on …, 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 in learning analytics? A qualitative investigation into educators' perceptions of benefits and risks

ME Milesi, R Martinez-Maldonado - … of the 14th Learning Analytics and …, 2024 - dl.acm.org
Emerging research has begun to explore the incorporation of data storytelling (DS) elements
to enhance the design of learning analytics (LA) dashboards. This involves using visual …