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 …

The science of visual data communication: What works

SL Franconeri, LM Padilla, P Shah… - … Science in the …, 2021 - journals.sagepub.com
Effectively designed data visualizations allow viewers to use their powerful visual systems to
understand patterns in data across science, education, health, and public policy. But …

Algorithmic accountability: Journalistic investigation of computational power structures

N Diakopoulos - Digital journalism, 2015 - Taylor & Francis
Every day automated algorithms make decisions that can amplify the power of businesses
and governments. Yet as algorithms come to regulate more aspects of our lives, the contours …

News Bots: Automating news and information dissemination on Twitter

T Lokot, N Diakopoulos - Digital journalism, 2016 - Taylor & Francis
So-called “robot” journalism represents a shift towards the automation of journalistic tasks
related to news reporting, writing, curation, and even data analysis. In this paper, we …

Datashot: Automatic generation of fact sheets from tabular data

Y Wang, Z Sun, H Zhang, W Cui, K Xu… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Fact sheets with vivid graphical design and intriguing statistical insights are prevalent for
presenting raw data. They help audiences understand data-related facts effectively and …

[HTML][HTML] A survey on automatic infographics and visualization recommendations

S Zhu, G Sun, Q Jiang, M Zha, R Liang - Visual Informatics, 2020 - Elsevier
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 …

Storytelling and visualization: An extended survey

C Tong, R Roberts, R Borgo, S Walton, RS Laramee… - Information, 2018 - mdpi.com
Throughout history, storytelling has been an effective way of conveying information and
knowledge. In the field of visualization, storytelling is rapidly gaining momentum and …

Where are we so far? understanding data storytelling tools from the perspective of human-ai collaboration

H Li, Y Wang, H Qu - Proceedings of the CHI Conference on Human …, 2024 - dl.acm.org
Data storytelling is powerful for communicating data insights, but it requires diverse skills
and considerable effort from human creators. Recent research has widely explored the …

Frames and slants in titles of visualizations on controversial topics

HK Kong, Z Liu, K Karahalios - Proceedings of the 2018 CHI conference …, 2018 - dl.acm.org
Slanted framing in news article titles induce bias and influence recall. While recent studies
found that viewers focus extensively on titles when reading visualizations, the impact of titles …

Bridging text visualization and mining: A task-driven survey

S Liu, X Wang, C Collins, W Dou… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Visual text analytics has recently emerged as one of the most prominent topics in both
academic research and the commercial world. To provide an overview of the relevant …