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 …

The state of the art of spatial interfaces for 3D visualization

L Besançon, A Ynnerman, DF Keefe… - Computer Graphics …, 2021 - Wiley Online Library
We survey the state of the art of spatial interfaces for 3D visualization. Interaction techniques
are crucial to data visualization processes and the visualization research community has …

Scatterplots: Tasks, data, and designs

A Sarikaya, M Gleicher - IEEE transactions on visualization and …, 2017 - ieeexplore.ieee.org
Traditional scatterplots fail to scale as the complexity and amount of data increases. In
response, there exist many design options that modify or expand the traditional scatterplot …

Visual text analysis in digital humanities

S Jänicke, G Franzini, MF Cheema… - Computer graphics …, 2017 - Wiley Online Library
Abstract In 2005, Franco Moretti introduced Distant Reading to analyse entire literary text
collections. This was a rather revolutionary idea compared to the traditional Close Reading …

Viewing visual analytics as model building

N Andrienko, T Lammarsch, G Andrienko… - Computer graphics …, 2018 - Wiley Online Library
To complement the currently existing definitions and conceptual frameworks of visual
analytics, which focus mainly on activities performed by analysts and types of techniques …

IDMVis: Temporal event sequence visualization for type 1 diabetes treatment decision support

Y Zhang, K Chanana, C Dunne - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Type 1 diabetes is a chronic, incurable autoimmune disease affecting millions of Americans
in which the body stops producing insulin and blood glucose levels rise. The goal of …

Bridging from goals to tasks with design study analysis reports

H Lam, M Tory, T Munzner - IEEE transactions on visualization …, 2017 - ieeexplore.ieee.org
Visualization researchers and practitioners engaged in generating or evaluating designs are
faced with the difficult problem of transforming the questions asked and actions taken by …

How to evaluate data visualizations across different levels of understanding

A Burns, C Xiong, S Franconeri… - 2020 IEEE Workshop …, 2020 - ieeexplore.ieee.org
Understanding a visualization is a multi-level process. A reader must extract and extrapolate
from numeric facts, understand how those facts apply to both the context of the data and …

Design by immersion: A transdisciplinary approach to problem-driven visualizations

KW Hall, AJ Bradley, U Hinrichs… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
While previous work exists on how to conduct and disseminate insights from problem-driven
visualization projects and design studies, the literature does not address how to accomplish …

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 …