Towards natural language interfaces for data visualization: A survey
Utilizing Visualization-oriented Natural Language Interfaces (V-NLI) as a complementary
input modality to direct manipulation for visual analytics can provide an engaging user …
input modality to direct manipulation for visual analytics can provide an engaging user …
Making data visualization more efficient and effective: a survey
Data visualization is crucial in today's data-driven business world, which has been widely
used for hel** decision making that is closely related to major revenues of many industrial …
used for hel** decision making that is closely related to major revenues of many industrial …
Dashboard design patterns
This paper introduces design patterns for dashboards to inform dashboard design
processes. Despite a growing number of public examples, case studies, and general …
processes. Despite a growing number of public examples, case studies, and general …
Formalizing visualization design knowledge as constraints: Actionable and extensible models in draco
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 …
visualization tools. While empirical studies can provide design guidance, we lack a formal …
Ai4vis: Survey on artificial intelligence approaches for data visualization
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 …
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
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 …
who have limited time and limited skills in statistics and data visualization. Even high-level …
Overview of data exploration techniques
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 …
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
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 …
when working with high-dimensional datasets, identifying visualizations that show relevant …
The state of the art of spatial interfaces for 3D visualization
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 …
are crucial to data visualization processes and the visualization research community has …
Composition and configuration patterns in multiple-view visualizations
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 …
see a large number of data attributes and values in a single cohesive representation …