Towards natural language interfaces for data visualization: A survey

L Shen, E Shen, Y Luo, X Yang, X Hu… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Utilizing Visualization-oriented Natural Language Interfaces (V-NLI) as a complementary
input modality to direct manipulation for visual analytics can provide an engaging user …

Software as storytelling: A systematic literature review

P Ciancarini, M Farina, O Okonicha, M Smirnova… - Computer Science …, 2023 - Elsevier
Storytelling has always been a crucial, perhaps constitutive part of our lives. All communities
have told stories. In recent years, software development is becoming increasingly …

Calliope: Automatic visual data story generation from a spreadsheet

D Shi, X Xu, F Sun, Y Shi, N Cao - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Visual data stories shown in the form of narrative visualizations such as a poster or a data
video, are frequently used in data-oriented storytelling to facilitate the understanding and …

A survey on narrative extraction from textual data

B Santana, R Campos, E Amorim, A Jorge… - Artificial Intelligence …, 2023 - Springer
Narratives are present in many forms of human expression and can be understood as a
fundamental way of communication between people. Computational understanding of the …

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 …

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 …

[BOOK][B] The researcher's toolkit: the complete guide to practitioner research

D Wilkinson, D Dokter - 2000 - api.taylorfrancis.com
Designed for those undertaking research for the first time, this fully updated edition of The
Researcher's Toolkit is a practical and accessible guide for all those partaking in small-scale …

Supporting story synthesis: Bridging the gap between visual analytics and storytelling

S Chen, J Li, G Andrienko, N Andrienko… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Visual analytics usually deals with complex data and uses sophisticated algorithmic, visual,
and interactive techniques supporting the analysis. Findings and results of the analysis often …

Notable: On-the-fly assistant for data storytelling in computational notebooks

H Li, L Ying, H Zhang, Y Wu, H Qu… - Proceedings of the 2023 …, 2023 - dl.acm.org
Computational notebooks are widely used for data analysis. Their interleaved displays of
code and execution results (eg, visualizations) are welcomed since they enable iterative …

Narrative medical visualization to communicate disease data

M Meuschke, LA Garrison, NN Smit, B Bach… - Computers & …, 2022 - Elsevier
This paper explores narrative techniques combined with medical visualizations to tell data-
driven stories about diseases for a general audience. The field of medical illustration uses …