Where are we so far? understanding data storytelling tools from the perspective of human-ai collaboration

H Li, Y Wang, H Qu - Proceedings of the CHI Conference on Human …, 2024 - dl.acm.org
Data storytelling is powerful for communicating data insights, but it requires diverse skills
and considerable effort from human creators. Recent research has widely explored the …

ID. 8: Co-Creating visual stories with Generative AI

VN Antony, CM Huang - ACM Transactions on Interactive Intelligent …, 2024 - dl.acm.org
Storytelling is an integral part of human culture and significantly impacts cognitive and socio-
emotional development and connection. Despite the importance of interactive visual …

Do disease stories need a hero? Effects of human protagonists on a narrative visualization about cerebral small vessel disease

S Mittenentzwei, V Weiß, S Schreiber… - Computer Graphics …, 2023 - Wiley Online Library
Authors use various media formats to convey disease information to a broad audience, from
articles and videos to interviews or documentaries. These media often include human …

Natural Language Generation for Visualizations: State of the Art, Challenges and Future Directions

E Hoque, MS Islam - Computer Graphics Forum, 2024 - Wiley Online Library
Natural language and visualization are two complementary modalities of human
communication that play a crucial role in conveying information effectively. While …

Investigating user behavior in slideshows and scrollytelling as narrative genres in medical visualization

S Mittenentzwei, LA Garrison, E Mörth, K Lawonn… - Computers & …, 2023 - Elsevier
In this study, we explore the impact of genre and navigation on user comprehension,
preferences, and behaviors when experiencing data-driven disease stories. Our between …

CoInsight: Visual Storytelling for Hierarchical Tables with Connected Insights

G Li, R Li, Y Feng, Y Zhang, Y Luo… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Extracting data insights and generating visual data stories from tabular data are critical parts
of data analysis. However, most existing studies primarily focus on tabular data stored as flat …

SpreadLine: Visualizing egocentric dynamic influence

YH Kuo, D Liu, KL Ma - IEEE Transactions on Visualization and …, 2024 - ieeexplore.ieee.org
Egocentric networks, often visualized as node-link diagrams, portray the complex
relationship (link) dynamics between an entity (node) and others. However, common …

D-Tour: Semi-Automatic Generation of Interactive Guided Tours for Visualization Dashboard Onboarding

V Dhanoa, A Hinterreiter, V Fediuk… - … on Visualization and …, 2024 - ieeexplore.ieee.org
Onboarding a user to a visualization dashboard entails explaining its various components,
including the chart types used, the data loaded, and the interactions available. Authoring …

Constraint representation towards precise data-driven storytelling

YZ Shi, H Li, L Ruan, H Qu - arXiv preprint arXiv:2410.07535, 2024 - arxiv.org
Data-driven storytelling serves as a crucial bridge for communicating ideas in a persuasive
way. However, the manual creation of data stories is a multifaceted, labor-intensive, and …

PortalInk: 2.5 D Visual Storytelling with SVG Parallax and Waypoint Transitions

T Zhou, JK Yang, VH Chan, JW Chung… - Proceedings of the 37th …, 2024 - dl.acm.org
Efforts to expand the authoring of visual stories beyond the 2D canvas have commonly
mapped flat imagery to 3D scenes or objects. This translation requires spatial reasoning, as …