Affective visualization design: Leveraging the emotional impact of data

X Lan, Y Wu, N Cao - IEEE Transactions on Visualization and …, 2023 - ieeexplore.ieee.org
In recent years, more and more researchers have reflected on the undervaluation of emotion
in data visualization and highlighted the importance of considering human emotion in …

How does automation shape the process of narrative visualization: A survey of tools

Q Chen, S Cao, J Wang, N Cao - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In recent years, narrative visualization has gained much attention. Researchers have
proposed different design spaces for various narrative visualization genres and scenarios to …

A design space for applying the freytag's pyramid structure to data stories

L Yang, X Xu, XY Lan, Z Liu, S Guo… - … on Visualization and …, 2021 - ieeexplore.ieee.org
Data stories integrate compelling visual content to communicate data insights in the form of
narratives. The narrative structure of a data story serves as the backbone that determines its …

Erato: Cooperative data story editing via fact interpolation

M Sun, L Cai, W Cui, Y Wu, Y Shi… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
As an effective form of narrative visualization, visual data stories are widely used in data-
driven storytelling to communicate complex insights and support data understanding …

Negative emotions, positive outcomes? exploring the communication of negativity in serious data stories

X Lan, Y Wu, Y Shi, Q Chen, N Cao - … of the 2022 CHI Conference on …, 2022 - dl.acm.org
Recent work has highlighted that emotion is key to the user experience with data stories.
However, limited attention has been paid to negative emotions specifically. This work …

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 …

Supporting guided exploratory visual analysis on time series data with reinforcement learning

Y Shi, B Chen, Y Chen, Z **, K Xu… - … on Visualization and …, 2023 - ieeexplore.ieee.org
The exploratory visual analysis (EVA) of time series data uses visualization as the main
output medium and input interface for exploring new data. However, for users who lack …

Leveraging large models for crafting narrative visualization: a survey

Y He, S Cao, Y Shi, Q Chen, K Xu, N Cao - arxiv preprint arxiv …, 2024 - arxiv.org
Narrative visualization effectively transforms data into engaging stories, making complex
information accessible to a broad audience. Large models, essential for narrative …

Scrolltimes: Tracing the provenance of paintings as a window into history

W Zhang, W Kam-Kwai, Y Chen, A Jia… - … on Visualization and …, 2024 - ieeexplore.ieee.org
The study of cultural artifact provenance, tracing ownership and preservation, holds
significant importance in archaeology and art history. Modern technology has advanced this …

Breaking the fourth wall of data stories through interaction

Y Shi, T Gao, X Jiao, N Cao - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Interaction is increasingly integrating into data stories to support data exploration and
explanation. Interaction can also be combined with the narrative device, breaking the fourth …