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 …

Making data visualization more efficient and effective: a survey

X Qin, Y Luo, N Tang, G Li - The VLDB Journal, 2020 - Springer
Data visualization is crucial in today's data-driven business world, which has been widely
used for helping decision making that is closely related to major revenues of many industrial …

Dashboard design patterns

B Bach, E Freeman, A Abdul-Rahman… - … on Visualization and …, 2022 - ieeexplore.ieee.org
This paper introduces design patterns for dashboards to inform dashboard design
processes. Despite a growing number of public examples, case studies, and general …

Formalizing visualization design knowledge as constraints: Actionable and extensible models in draco

D Moritz, C Wang, GL Nelson, H Lin… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
There exists a gap between visualization design guidelines and their application in
visualization tools. While empirical studies can provide design guidance, we lack a formal …

Ai4vis: Survey on artificial intelligence approaches for data visualization

A Wu, Y Wang, X Shu, D Moritz, W Cui… - … on Visualization and …, 2021 - ieeexplore.ieee.org
Visualizations themselves have become a data format. Akin to other data formats such as
text and images, visualizations are increasingly created, stored, shared, and (re-) used with …

Data2vis: Automatic generation of data visualizations using sequence-to-sequence recurrent neural networks

V Dibia, Ç Demiralp - IEEE computer graphics and applications, 2019 - ieeexplore.ieee.org
Rapidly creating effective visualizations using expressive grammars is challenging for users
who have limited time and limited skills in statistics and data visualization. Even high-level …

Overview of data exploration techniques

S Idreos, O Papaemmanouil, S Chaudhuri - Proceedings of the 2015 …, 2015 - dl.acm.org
Data exploration is about efficiently extracting knowledge from data even if we do not know
exactly what we are looking for. In this tutorial, we survey recent developments in the …

[HTML][HTML] Seedb: Efficient data-driven visualization recommendations to support visual analytics

M Vartak, S Rahman, S Madden… - Proceedings of the …, 2015 - ncbi.nlm.nih.gov
Data analysts often build visualizations as the first step in their analytical workflow. However,
when working with high-dimensional datasets, identifying visualizations that show relevant …

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 …

Composition and configuration patterns in multiple-view visualizations

X Chen, W Zeng, Y Lin, HM Ai-Maneea… - … on Visualization and …, 2020 - ieeexplore.ieee.org
Multiple-view visualization (MV) is a layout design technique often employed to help users
see a large number of data attributes and values in a single cohesive representation …