MONASH UNIVERSITY FACULTY HANDBOOKS

Computing & Information Technology Handbook 1996

Published by Monash University
Clayton, Victoria 3168, Australia

Authorised by Academic Registrar, April 1996


SYS4190

Knowledge engineering

H Smith

6 points + 4 hours per week + Second semester + Caulfield

Objectives At the completion of this subject students should understand and be able to apply a range of knowledge elicitation techniques; be able to evaluate knowledge elicitation techniques according to the characteristics of the problem domain and expert involved; and be able to represent the knowledge elicited in an appropriate software form.

Synopsis This subject provides a grounding in knowledge-engineering techniques, particularly knowledge acquisition and validation of knowledge-based systems. Methodologies for KBS: conceptualisation, formalisation, implementation stages; prototyping versus phased methodologies; diagramming techniques for conceptualisation. Knowledge acquisition: knowledge elicitation and knowledge representation stages. Techniques for knowledge elicitation: interviewing and related verbal techniques, evaluation of verbal techniques from the perspective of cognitive science, knowledge elicitation techniques developed from personal-construct psychology, knowledge induction techniques; evaluation of the role of various knowledge elicitation techniques. Knowledge-based verification and validation: `the public image and private reality' of validation; content validation; development, standards and practice.

Assessment Written (3000 words): 50% + Practical: 50%


| Subjects | Computing & Information Technology Handbook | Monash handbooks | Monash University