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 …

State of the art of visual analytics for explainable deep learning

B La Rosa, G Blasilli, R Bourqui, D Auber… - Computer Graphics …, 2023 - Wiley Online Library
The use and creation of machine‐learning‐based solutions to solve problems or reduce
their computational costs are becoming increasingly widespread in many domains. Deep …

Personal augmented reality for information visualization on large interactive displays

P Reipschlager, T Flemisch… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this work we propose the combination of large interactive displays with personal head-
mounted Augmented Reality (AR) for information visualization to facilitate data exploration …

Quality metrics for information visualization

M Behrisch, M Blumenschein, NW Kim… - Computer Graphics …, 2018 - Wiley Online Library
The visualization community has developed to date many intuitions and understandings of
how to judge the quality of views in visualizing data. The computation of a visualization's …

A survey of perception-based visualization studies by task

GJ Quadri, P Rosen - IEEE transactions on visualization and …, 2021 - ieeexplore.ieee.org
Knowledge of human perception has long been incorporated into visualizations to enhance
their quality and effectiveness. The last decade, in particular, has shown an increase in …

Assessing effects of task and data distribution on the effectiveness of visual encodings

Y Kim, J Heer - Computer Graphics Forum, 2018 - Wiley Online Library
In addition to the choice of visual encodings, the effectiveness of a data visualization may
vary with the analytical task being performed and the distribution of data values. To better …

Reviving static charts into live charts

L Ying, Y Wang, H Li, S Dou, H Zhang… - … on Visualization and …, 2024 - ieeexplore.ieee.org
Data charts are prevalent across various fields due to their efficacy in conveying complex
data relationships. However, static charts may sometimes struggle to engage readers and …

Illusion of causality in visualized data

C **ong, J Shapiro, J Hullman… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Students who eat breakfast more frequently tend to have a higher grade point average. From
this data, many people might confidently state that a before-school breakfast program would …

Medley: Intent-based recommendations to support dashboard composition

A Pandey, A Srinivasan, V Setlur - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Despite the ever-growing popularity of dashboards across a wide range of domains, their
authoring still remains a tedious and complex process. Current tools offer considerable …

Snowy: Recommending utterances for conversational visual analysis

A Srinivasan, V Setlur - The 34th annual ACM symposium on user …, 2021 - dl.acm.org
Natural language interfaces (NLIs) have become a prevalent medium for conducting visual
data analysis, enabling people with varying levels of analytic experience to ask questions of …