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 …
From information to choice: A critical inquiry into visualization tools for decision making
E Oral, R Chawla, M Wijkstra… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In the face of complex decisions, people often engage in a three-stage process that spans
from (1) exploring and analyzing pertinent information (intelligence);(2) generating and …
from (1) exploring and analyzing pertinent information (intelligence);(2) generating and …
A survey on ML4VIS: Applying machine learning advances to data visualization
Inspired by the great success of machine learning (ML), researchers have applied ML
techniques to visualizations to achieve a better design, development, and evaluation of …
techniques to visualizations to achieve a better design, development, and evaluation of …
A critical reflection on visualization research: Where do decision making tasks hide?
It has been widely suggested that a key goal of visualization systems is to assist decision
making, but is this true? We conduct a critical investigation on whether the activity of …
making, but is this true? We conduct a critical investigation on whether the activity of …
The unmet data visualization needs of decision makers within organizations
When an organization chooses one course of action over alternatives, this task typically falls
on a decision maker with relevant knowledge, experience, and understanding of context …
on a decision maker with relevant knowledge, experience, and understanding of context …
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 …
Exploring interactions with printed data visualizations in augmented reality
This paper presents a design space of interaction techniques to engage with visualizations
that are printed on paper and augmented through Augmented Reality. Paper sheets are …
that are printed on paper and augmented through Augmented Reality. Paper sheets are …
[图书][B] Interactive visual data analysis
C Tominski, H Schumann - 2020 - taylorfrancis.com
In the age of big data, being able to make sense of data is an important key to success.
Interactive Visual Data Analysis advocates the synthesis of visualization, interaction, and …
Interactive Visual Data Analysis advocates the synthesis of visualization, interaction, and …
Big Data and Data Visualization Challenges
M Muniswamaiah, T Agerwala… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Big Data has gained attention due to its significant impact on society. With the growth of IoT,
data has grown exponentially. Big Data has played an essential role in decision-making …
data has grown exponentially. Big Data has played an essential role in decision-making …
[PDF][PDF] Applying machine learning advances to data visualization: A survey on ML4VIS
Inspired by the great success of machine learning (ML), researchers have applied ML
techniques to visualizations to achieve a better design, development, and evaluation of …
techniques to visualizations to achieve a better design, development, and evaluation of …