Visual analytics: A comprehensive overview
W Cui - IEEE access, 2019 - ieeexplore.ieee.org
With the ever-increasing amount of data, the world has stepped into the era of “Big Data”.
Presently, the analysis of massive and complex data and the extraction of relevant …
Presently, the analysis of massive and complex data and the extraction of relevant …
A multi-level typology of abstract visualization tasks
The considerable previous work characterizing visualization usage has focused on low-level
tasks or interactions and high-level tasks, leaving a gap between them that is not addressed …
tasks or interactions and high-level tasks, leaving a gap between them that is not addressed …
From information to choice: A critical inquiry into visualization tools for decision making
E Oral, R Chawla, M Wijkstra… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In the face of complex decisions, people often engage in a three-stage process that spans
from (1) exploring and analyzing pertinent information (intelligence);(2) generating and …
from (1) exploring and analyzing pertinent information (intelligence);(2) generating and …
Visualization rhetoric: Framing effects in narrative visualization
Narrative visualizations combine conventions of communicative and exploratory information
visualization to convey an intended story. We demonstrate visualization rhetoric as an …
visualization to convey an intended story. We demonstrate visualization rhetoric as an …
The effects of interactive latency on exploratory visual analysis
To support effective exploration, it is often stated that interactive visualizations should
provide rapid response times. However, the effects of interactive latency on the process and …
provide rapid response times. However, the effects of interactive latency on the process and …
Reactive vega: A streaming dataflow architecture for declarative interactive visualization
A Satyanarayan, R Russell… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
We present Reactive Vega, a system architecture that provides the first robust and
comprehensive treatment of declarative visual and interaction design for data visualization …
comprehensive treatment of declarative visual and interaction design for data visualization …
Gan lab: Understanding complex deep generative models using interactive visual experimentation
Recent success in deep learning has generated immense interest among practitioners and
students, inspiring many to learn about this new technology. While visual and interactive …
students, inspiring many to learn about this new technology. While visual and interactive …
Considerations for visualizing comparison
M Gleicher - IEEE transactions on visualization and computer …, 2017 - ieeexplore.ieee.org
Supporting comparison is a common and diverse challenge in visualization. Such support is
difficult to design because solutions must address both the specifics of their scenario as well …
difficult to design because solutions must address both the specifics of their scenario as well …
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 …
Maps around me: 3d multiview layouts in immersive spaces
Visual exploration of maps often requires a contextual understanding at multiple scales and
locations. Multiview map layouts, which present a hierarchy of multiple views to reveal detail …
locations. Multiview map layouts, which present a hierarchy of multiple views to reveal detail …