Skip to main content
Unit of study_

COMP4448: Visual Analytics

Visual Analytics aims to facilitate the data analytics process through Information Visualisation. Information Visualisation aims to make good pictures of abstract information, such as stock prices, family trees, and software design diagrams. Well designed pictures can convey this information rapidly and effectively. The challenge for Visual Analytics is to design and implement effective Visualisation methods that produce pictorial representation of complex data so that data analysts from various fields (bioinformatics, social network, software visualisation and network) can visually inspect complex data and carry out critical decision making. This unit will provide basic HCI concepts, visualisation techniques and fundamental algorithms to achieve good visualisation of abstract information. Further, it will also provide opportunities for academic research and developing new methods for Visual Analytic methods.

Code COMP4448
Academic unit Computer Science
Credit points 6
Prerequisites:
? 
COMP2123 or COMP2823
Corequisites:
? 
Enrolment in a thesis unit. INFO4001 or INFO4911 or INFO4991 or INFO4992 or AMME4111 or BMET4111 or CHNG4811 or CIVL4022 or ELEC4712 or COMP4103 or SOFT4103 or DATA4103 or ISYS4103
Prohibitions:
? 
COMP5048 OR OCMP5048

At the completion of this unit, you should be able to:

  • LO1. select appropriate visual variables, space utilisation methods, and levels of organisation of visual components, to depict complex data
  • LO2. select, apply, and modify visualisation methods suited to a given problem domain, in order to facilitate data analytic process through visual inspection
  • LO3. understand basic computational concepts, techniques, and algorithms to produce good visualisation of abstract data
  • LO4. understand the basic human-computer interaction principles, which influence the production of good/effective visualisation

Unit outlines

Unit outlines will be available 1 week before the first day of teaching for the relevant session.

There are no unit outlines available online for previous years.