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 …
Revealing interaction dynamics: Multi-level visual exploration of user strategies with an interactive digital environment
We present a visual analytics approach for multi-level visual exploration of users' interaction
strategies in an interactive digital environment. The use of interactive touchscreen exhibits in …
strategies in an interactive digital environment. The use of interactive touchscreen exhibits in …
Chatting with a Learning Analytics Dashboard: The Role of Generative AI Literacy on Learner Interaction with Conventional and Scaffolding Chatbots
Learning analytics dashboards (LADs) simplify complex learner data into accessible
visualisations, providing actionable insights for educators and students. However, their …
visualisations, providing actionable insights for educators and students. However, their …
“It's a Good Idea to Put It Into Words”: Writing 'Rudders' in the Initial Stages of Visualization Design
Written language is a useful tool for non-visual creative activities like composing essays and
planning searches. This paper investigates the integration of written language into the …
planning searches. This paper investigates the integration of written language into the …
From Data Stories to Dialogues: A Randomised Controlled Trial of Generative AI Agents and Data Storytelling in Enhancing Data Visualisation Comprehension
Generative AI (GenAI) agents offer a potentially scalable approach to support
comprehending complex data visualisations, a skill many individuals struggle with. While …
comprehending complex data visualisations, a skill many individuals struggle with. While …
MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model
C Zhang, C Li, S Gao - arxiv preprint arxiv:2501.01014, 2025 - arxiv.org
The exponential growth of data and advancements in big data technologies have created a
demand for more efficient and automated approaches to data analysis and storytelling …
demand for more efficient and automated approaches to data analysis and storytelling …
The role of data visualization in strategic decision making: Case studies from the tech industry
OB Seyi-Lande, E Johnson, GS Adeleke… - Computer Science & IT …, 2024 - fepbl.com
In the fast-paced and data-driven environment of the tech industry, strategic decision-making
is paramount for organizations to maintain relevance and competitiveness. This paper …
is paramount for organizations to maintain relevance and competitiveness. This paper …
Teaching Data Storytelling in a Computational Thinking Course for Students in Communications Careers
JL Crawford-Visbal, LC Tirado, LAG Saltachin… - … on Interactive Digital …, 2024 - Springer
Data storytelling is an emerging, multidisciplinary field that employs data to change pre-
conceived notions of audiences using pieces of information and data visualization …
conceived notions of audiences using pieces of information and data visualization …
Seeing How the Sausage is Made: Data Storytelling as Means and Method in a Computer Science Writing Course
M Trim, E Butler - Proceedings of the 42nd ACM International …, 2024 - dl.acm.org
As data corpus-driven tools and technologies increasingly push users to passively search
for an answer, rather than search to understand, we believe that technical and computing …
for an answer, rather than search to understand, we believe that technical and computing …
Conversational Data Stories
Data stories are about revealing and communicating insights from complex data. In this
paper, we propose conversational data stories, which support end users in understanding …
paper, we propose conversational data stories, which support end users in understanding …