Knowledge-based systems
H Smith
4 points * 2 hours per week * Second semester * Caulfield * Prerequisites: SYS1252 * Prohibitions: CFR3062, CFR3306, SYS3060, SYS3162
Knowledge-based (expert) systems have developed from artificial intelligence research, but have recently been applied to commercial information systems. This subject will provide students with a broad understanding of knowledge-based systems and the process of their development. This knowledge will extend their `tool kit' of available approaches as professional information systems designers. The following topics will be covered: the role of knowledge-based systems in business; fundamentals of knowledge-based systems: knowledge representation with particular emphasis on production rules, inference and control structures, representation of uncertainty; the process of developing a knowledge-based system; knowledge acquisition techniques; integration with organisational information systems. Assessment will include a project involving the development of a small knowledge-based system using a simple rule-based shell. Students will be expected to spend a significant amount of personal study time early in the semester learning the software and developing skills in formulating rule-based systems. The practical assignment must be accompanied by a written report of at least 1500 words analysing the student's experience of performing knowledge acquisition. Students are advised to read the prescribed texts prior to commencement of lectures.
Assessment
Examination (2 hours): 50% * Practical work: 50%
Prescribed texts
Baur G and Pigford D V Expert systems for business: Concepts and applications Boyd and Fraser, 1990
Smith H G Class notes for SYS3064 Dept Information Systems, Monash U, 1995
Recommended texts
Harmon P and Sawyer B Creating expert systems for business and industry Wiley, 1990