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 …
Chartgpt: Leveraging llms to generate charts from abstract natural language
The use of natural language interfaces (NLIs) to create charts is becoming increasingly
popular due to the intuitiveness of natural language interactions. One key challenge in this …
popular due to the intuitiveness of natural language interactions. One key challenge in this …
Dashbot: Insight-driven dashboard generation based on deep reinforcement learning
Analytical dashboards are popular in business intelligence to facilitate insight discovery with
multiple charts. However, creating an effective dashboard is highly demanding, which …
multiple charts. However, creating an effective dashboard is highly demanding, which …
Inksight: Leveraging sketch interaction for documenting chart findings in computational notebooks
Computational notebooks have become increasingly popular for exploratory data analysis
due to their ability to support data exploration and explanation within a single document …
due to their ability to support data exploration and explanation within a single document …
Telling stories from computational notebooks: Ai-assisted presentation slides creation for presenting data science work
Creating presentation slides is a critical but time-consuming task for data scientists. While
researchers have proposed many AI techniques to lift data scientists' burden on data …
researchers have proposed many AI techniques to lift data scientists' burden on data …
Medley: Intent-based recommendations to support dashboard composition
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 …
authoring still remains a tedious and complex process. Current tools offer considerable …
Diverse interaction recommendation for public users exploring multi-view visualization using deep learning
Interaction is an important channel to offer users insights in interactive visualization systems.
However, which interaction to operate and which part of data to explore are hard questions …
However, which interaction to operate and which part of data to explore are hard questions …
Structure-aware visualization retrieval
With the wide usage of data visualizations, a huge number of Scalable Vector Graphic (SVG)-
based visualizations have been created and shared online. Accordingly, there has been an …
based visualizations have been created and shared online. Accordingly, there has been an …
[HTML][HTML] A survey on automatic dashboard recommendation systems
P Soni, C de Runz, F Bouali, G Venturini - Visual Informatics, 2024 - Elsevier
This paper presents a survey on automatic or semi-automatic recommendation systems that
help users create dashboards. It starts by showing the important role that dashboards play in …
help users create dashboards. It starts by showing the important role that dashboards play in …
Supporting guided exploratory visual analysis on time series data with reinforcement learning
The exploratory visual analysis (EVA) of time series data uses visualization as the main
output medium and input interface for exploring new data. However, for users who lack …
output medium and input interface for exploring new data. However, for users who lack …