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MPhil in Machine Learning and Machine Intelligence

 

Aims

This half-module aims to: 

  • Provide a basic understanding of design and human-computer interaction theories and methods. 
  • Introduce a systematic process for designing intelligent interactive systems. 
  • Introduce design tactics for realising effective intelligent interactive systems.

Objectives:

By the end of the module, students should be able to:

  • Apply a systematic design engineering process to design an interactive system.
  • Apply qualitative and quantitative methods to gain an understanding of users’ needs and wants.
  • Understand elementary human behavioural theory, as it applies to user interface design.
  • Model user behaviour and understand the limitations and implications of such modelling.
  • Understand design strategies for interactive systems that infer or predict user behaviour.
  • Understand the role of verification and validation and have basic knowledge of common verification and validation strategies for interactive systems.