Survey on the analysis of user interactions and visualization provenance

K Xu, A Ottley, C Walchshofer, M Streit… - Computer Graphics …, 2020 - Wiley Online Library
There is fast‐growing literature on provenance‐related research, covering aspects such as
its theoretical framework, use cases, and techniques for capturing, visualizing, and …

Slide4n: Creating presentation slides from computational notebooks with human-ai collaboration

F Wang, X Liu, O Liu, A Neshati, T Ma, M Zhu… - Proceedings of the 2023 …, 2023 - dl.acm.org
Data scientists often have to use other presentation tools (eg, Microsoft PowerPoint) to
create slides to communicate their analysis obtained using computational notebooks. Much …

B2: Bridging code and interactive visualization in computational notebooks

Y Wu, JM Hellerstein, A Satyanarayan - Proceedings of the 33rd Annual …, 2020 - dl.acm.org
Data scientists have embraced computational notebooks to author analysis code and
accompanying visualizations within a single document. Currently, although these media …

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 …

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 …

An empirical examination of the relationship between data storytelling competency and business performance: the mediating role of decision-making quality

MK Daradkeh - Journal of Organizational and End User Computing …, 2021 - igi-global.com
With the proliferation of big data and business analytics practices, data storytelling has
gained increasing importance as an effective means for communicating analytical insights to …

Critical thinking in the AI era: An exploration of EFL students' perceptions, benefits, and limitations

Darwin, D Rusdin, N Mukminatien, N Suryati… - Cogent …, 2024 - Taylor & Francis
This study aimed to provide an in-depth understanding of English as a Foreign Language
(EFL) students' perceptions concerning both the benefits and limitations of Artificial …

Toonnote: Improving communication in computational notebooks using interactive data comics

DY Kang, T Ho, N Marquardt, B Mutlu… - Proceedings of the 2021 …, 2021 - dl.acm.org
Computational notebooks help data analysts analyze and visualize datasets, and share
analysis procedures and outputs. However, notebooks typically combine code (eg, Python …

What exactly is an insight? a literature review

L Battle, A Ottley - 2023 IEEE Visualization and Visual Analytics …, 2023 - ieeexplore.ieee.org
Insights are often considered the ideal outcome of visual analysis sessions. However, there
is no single definition of what an insight is. Some scholars define insights as correlations …

What do we mean when we say “insight”? A formal synthesis of existing theory

L Battle, A Ottley - IEEE Transactions on Visualization and …, 2023 - ieeexplore.ieee.org
Researchers have derived many theoretical models for specifying users' insights as they
interact with a visualization system. These representations are essential for understanding …