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 …

Chart question answering: State of the art and future directions

E Hoque, P Kavehzadeh, A Masry - Computer Graphics Forum, 2022 - Wiley Online Library
Abstract Information visualizations such as bar charts and line charts are very common for
analyzing data and discovering critical insights. Often people analyze charts to answer …

Towards natural language-based visualization authoring

Y Wang, Z Hou, L Shen, T Wu, J Wang… - … on Visualization and …, 2022 - ieeexplore.ieee.org
A key challenge to visualization authoring is the process of getting familiar with the complex
user interfaces of authoring tools. Natural Language Interface (NLI) presents promising …

Stream: Exploring the combination of spatially-aware tablets with augmented reality head-mounted displays for immersive analytics

S Hubenschmid, J Zagermann, S Butscher… - Proceedings of the …, 2021 - dl.acm.org
Recent research in the area of immersive analytics demonstrated the utility of head-mounted
augmented reality devices for visual data analysis. However, it can be challenging to use the …

Data@ hand: Fostering visual exploration of personal data on smartphones leveraging speech and touch interaction

YH Kim, B Lee, A Srinivasan, EK Choe - … of the 2021 CHI Conference on …, 2021 - dl.acm.org
Most mobile health apps employ data visualization to help people view their health and
activity data, but these apps provide limited support for visual data exploration. Furthermore …

It's good to talk: A comparison of using voice versus screen-based interactions for agent-assisted tasks

L Reicherts, Y Rogers, L Capra, E Wood… - ACM Transactions on …, 2022 - dl.acm.org
Voice assistants have become hugely popular in the home as domestic and entertainment
devices. Recently, there has been a move towards developing them for work settings. For …

Xnli: Explaining and diagnosing nli-based visual data analysis

Y Feng, X Wang, B Pan, KK Wong… - … on Visualization and …, 2023 - ieeexplore.ieee.org
Natural language interfaces (NLIs) enable users to flexibly specify analytical intentions in
data visualization. However, diagnosing the visualization results without understanding the …

Are we there yet? a roadmap of network visualization from surveys to task taxonomies

V Filipov, A Arleo, S Miksch - Computer Graphics Forum, 2023 - Wiley Online Library
Networks are abstract and ubiquitous data structures, defined as a set of data points and
relationships between them. Network visualization provides meaningful representations of …

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 …

Post-WIMP interaction for information visualization

B Lee, A Srinivasan, P Isenberg… - … and Trends® in Human …, 2021 - nowpublishers.com
Well-designed interactions for visualization systems hold great promise both for empowering
people to effectively complete their tasks and for providing more natural and engaging user …