Knowledge Based Systems

Course Outline

Information Systems (Complete, Incomplete)
Query Languages and Their Semantics
Handling Null Values in Incomplete Information Systems
Knowledge Systems
Decision Systems and Coverings
Rules Discovery Methods (See5, CART, LERS, ERID)
Cooperative Information Systems
Chase Algorithm based on Rule Discovery
Discretization Methods for Numerical Attributes
Ontologies
Action Rules Discovery
Distributed Information Systems
Distributed Knowledge Systems (DKS)
Query Answering Systems for DKS
Operational Semantics and Rough Semantics
Collaborative Knowledge Systems
Distributed Chase based on Rule Discovery
Privacy-Preserving Distributed Data Mining
Audio Processing
Music Information Retrieval
Intelligent Query Answering Systems

Students will work in teams for the final project - implementation of DKS.

©2002 - KBS Course Outline