Visualization Analysis and Design
Presentation
Munzner, T. (2015). Visualization Analysis and Design. CRC Press.
Visualization: Computer based visualization systems provide visual representations of datasets designed to help people carry out tasks more effectively. Visualization is suitable when there is a need to augment human capabilities rather than replace people with computational decision-making methods.
A visual representation is an external representation that replaces cognition with perception in an attempt to confirm expected and find unexpected patterns as well as assess validity of statistical models.
Four levels of analysis
Domain Situation (Who are the target users?
Abstraction
What is shown? Data abstraction.
Why is the user looking at it? Task abstraction.
Idiom (How is it shown?)
Algorithm