Survey on the analysis of user interactions and visualization provenance
There is fast‐growing literature on provenance‐related research, covering aspects such as
its theoretical framework, use cases, and techniques for capturing, visualizing, and …
its theoretical framework, use cases, and techniques for capturing, visualizing, and …
Slide4n: Creating presentation slides from computational notebooks with human-ai collaboration
Data scientists often have to use other presentation tools (eg, Microsoft PowerPoint) to
create slides to communicate their analysis obtained using computational notebooks. Much …
create slides to communicate their analysis obtained using computational notebooks. Much …
B2: Bridging code and interactive visualization in computational notebooks
Data scientists have embraced computational notebooks to author analysis code and
accompanying visualizations within a single document. Currently, although these media …
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
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 …
and considerable effort from human creators. Recent research has widely explored the …
Notable: On-the-fly assistant for data storytelling in computational notebooks
Computational notebooks are widely used for data analysis. Their interleaved displays of
code and execution results (eg, visualizations) are welcomed since they enable iterative …
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 …
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
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 …
(EFL) students' perceptions concerning both the benefits and limitations of Artificial …
Toonnote: Improving communication in computational notebooks using interactive data comics
Computational notebooks help data analysts analyze and visualize datasets, and share
analysis procedures and outputs. However, notebooks typically combine code (eg, Python …
analysis procedures and outputs. However, notebooks typically combine code (eg, Python …
What exactly is an insight? a literature review
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 …
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
Researchers have derived many theoretical models for specifying users' insights as they
interact with a visualization system. These representations are essential for understanding …
interact with a visualization system. These representations are essential for understanding …