A review of user interface design for interactive machine learning
JJ Dudley, PO Kristensson - ACM Transactions on Interactive Intelligent …, 2018 - dl.acm.org
Interactive Machine Learning (IML) seeks to complement human perception and intelligence
by tightly integrating these strengths with the computational power and speed of computers …
by tightly integrating these strengths with the computational power and speed of computers …
Venn diagrams in bioinformatics
A Jia, L Xu, Y Wang - Briefings in bioinformatics, 2021 - academic.oup.com
Venn diagrams are widely used tools for graphical depiction of the unions, intersections and
distinctions among multiple datasets, and a large number of programs have been developed …
distinctions among multiple datasets, and a large number of programs have been developed …
[图书][B] Visualization analysis and design
T Munzner - 2014 - books.google.com
Learn How to Design Effective Visualization SystemsVisualization Analysis and Design
provides a systematic, comprehensive framework for thinking about visualization in terms of …
provides a systematic, comprehensive framework for thinking about visualization in terms of …
Designing visual aids that promote risk literacy: A systematic review of health research and evidence-based design heuristics
R Garcia-Retamero, ET Cokely - Human factors, 2017 - journals.sagepub.com
Background Effective risk communication is essential for informed decision making.
Unfortunately, many people struggle to understand typical risk communications because …
Unfortunately, many people struggle to understand typical risk communications because …
A survey on information visualization: recent advances and challenges
Abstract Information visualization (InfoVis), the study of transforming data, information, and
knowledge into interactive visual representations, is very important to users because it …
knowledge into interactive visual representations, is very important to users because it …
Error bars considered harmful: Exploring alternate encodings for mean and error
M Correll, M Gleicher - IEEE transactions on visualization and …, 2014 - ieeexplore.ieee.org
When making an inference or comparison with uncertain, noisy, or incomplete data,
measurement error and confidence intervals can be as important for judgment as the actual …
measurement error and confidence intervals can be as important for judgment as the actual …
Ethical dimensions of visualization research
M Correll - Proceedings of the 2019 CHI conference on human …, 2019 - dl.acm.org
Visualizations have a potentially enormous influence on how data are used to make
decisions across all areas of human endeavor. However, it is not clear how this power …
decisions across all areas of human endeavor. However, it is not clear how this power …
The persuasive power of data visualization
Data visualization has been used extensively to inform users. However, little research has
been done to examine the effects of data visualization in influencing users or in making a …
been done to examine the effects of data visualization in influencing users or in making a …
A task-based taxonomy of cognitive biases for information visualization
Information visualization designers strive to design data displays that allow for efficient
exploration, analysis, and communication of patterns in data, leading to informed decisions …
exploration, analysis, and communication of patterns in data, leading to informed decisions …
Visual reasoning strategies for effect size judgments and decisions
Uncertainty visualizations often emphasize point estimates to support magnitude estimates
or decisions through visual comparison. However, when design choices emphasize means …
or decisions through visual comparison. However, when design choices emphasize means …