What do we talk about when we talk about dashboards?

A Sarikaya, M Correll, L Bartram… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Dashboards are one of the most common use cases for data visualization, and their design
and contexts of use are considerably different from exploratory visualization tools. In this …

Formalizing visualization design knowledge as constraints: Actionable and extensible models in draco

D Moritz, C Wang, GL Nelson, H Lin… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
There exists a gap between visualization design guidelines and their application in
visualization tools. While empirical studies can provide design guidance, we lack a formal …

Comparative layouts revisited: Design space, guidelines, and future directions

S LYi, J Jo, J Seo - IEEE Transactions on Visualization and …, 2020 - ieeexplore.ieee.org
We present a systematic review on three comparative layouts-juxtaposition, superposition,
and explicit-encoding-which are information visualization (InfoVis) layouts designed to …

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 …

Composition and configuration patterns in multiple-view visualizations

X Chen, W Zeng, Y Lin, HM Ai-Maneea… - … on Visualization and …, 2020 - ieeexplore.ieee.org
Multiple-view visualization (MV) is a layout design technique often employed to help users
see a large number of data attributes and values in a single cohesive representation …

MultiVision: Designing analytical dashboards with deep learning based recommendation

A Wu, Y Wang, M Zhou, X He, H Zhang… - … on Visualization and …, 2021 - ieeexplore.ieee.org
We contribute a deep-learning-based method that assists in designing analytical
dashboards for analyzing a data table. Given a data table, data workers usually need to …

Vizlinter: A linter and fixer framework for data visualization

Q Chen, F Sun, X Xu, Z Chen, J Wang… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
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 …

Autoclips: An automatic approach to video generation from data facts

D Shi, F Sun, X Xu, X Lan, D Gotz… - Computer Graphics …, 2021 - Wiley Online Library
Data videos, a storytelling genre that visualizes data facts with motion graphics, are gaining
increasing popularity among data journalists, non‐profits, and marketers to communicate …

Comparing effectiveness and engagement of data comics and infographics

Z Wang, S Wang, M Farinella, D Murray-Rust… - Proceedings of the …, 2019 - dl.acm.org
This paper compares the effectiveness of data comics and infographics for data-driven
storytelling. While infographics are widely used, comics are increasingly popular for …

Surfacing visualization mirages

A McNutt, G Kindlmann, M Correll - … of the 2020 CHI Conference on …, 2020 - dl.acm.org
Dirty data and deceptive design practices can undermine, invert, or invalidate the purported
messages of charts and graphs. These failures can arise silently: a conclusion derived from …