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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 …
Misleading beyond visual tricks: How people actually lie with charts
Data visualizations can empower an audience to make informed decisions. At the same
time, deceptive representations of data can lead to inaccurate interpretations while still …
time, deceptive representations of data can lead to inaccurate interpretations while still …
[HTML][HTML] A survey on automatic infographics and visualization recommendations
Automatic infographics generators employ machine learning algorithms/user-defined rules
and visual embellishments into the creation of infographics. It is an emerging topic in the …
and visual embellishments into the creation of infographics. It is an emerging topic in the …
Misinformed by visualization: What do we learn from misinformative visualizations?
Data visualization is powerful in persuading an audience. However, when it is done poorly
or maliciously, a visualization may become misleading or even deceiving. Visualizations …
or maliciously, a visualization may become misleading or even deceiving. Visualizations …
Vizlinter: A linter and fixer framework for data visualization
Despite the rising popularity of automated visualization tools, existing systems tend to
provide direct results which do not always fit the input data or meet visualization …
provide direct results which do not always fit the input data or meet visualization …
Annotating line charts for addressing deception
Deceptive visualizations are visualizations that, whether intentionally or not, lead the reader
to an understanding of the data which varies from the actual data. Examples of deceptive …
to an understanding of the data which varies from the actual data. Examples of deceptive …
Machine learning practices outside big tech: How resource constraints challenge responsible development
A Hopkins, S Booth - Proceedings of the 2021 AAAI/ACM Conference on …, 2021 - dl.acm.org
Practitioners from diverse occupations and backgrounds are increasingly using machine
learning (ML) methods. Nonetheless, studies on ML Practitioners typically draw populations …
learning (ML) methods. Nonetheless, studies on ML Practitioners typically draw populations …
Viseval: A benchmark for data visualization in the era of large language models
Translating natural language to visualization (NL2VIS) has shown great promise for visual
data analysis, but it remains a challenging task that requires multiple low-level …
data analysis, but it remains a challenging task that requires multiple low-level …
No grammar to rule them all: A survey of json-style dsls for visualization
AM McNutt - IEEE Transactions on Visualization and Computer …, 2022 - ieeexplore.ieee.org
There has been substantial growth in the use of JSON-based grammars, as well as other
standard data serialization languages, to create visualizations. Each of these grammars …
standard data serialization languages, to create visualizations. Each of these grammars …
Exploring Educational Approaches to Addressing Misleading Visualizations
Misleading data visualizations have become a significant issue in our information-rich world
due to their negative impact on informed decision-making. Consequently, it is crucial to …
due to their negative impact on informed decision-making. Consequently, it is crucial to …