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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 …
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 …
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
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 …
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
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 …
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 …
How do teachers use dashboards enhanced with data storytelling elements according to their data visualisation literacy skills?
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 …
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?
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 …
support students' and teachers' reflective practices. Although there has been a proliferation …
Storytelling with learner data: Guiding student reflection on multimodal team data
There is growing interest in creating learning analytics feedback interfaces that support
students directly. While dashboards and other visualizations are proliferating, the evidence …
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
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 in learning analytics? A qualitative investigation into educators' perceptions of benefits and risks
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 …
to enhance the design of learning analytics (LA) dashboards. This involves using visual …