ADVANCE KNOWLEDGE SYSTEM (3 CREDITS)

Learning Outcomes:

On successful completion of this Course, students will be able to: Explain the theories, concepts, methods and applications of KBS; Explain the theories, concepts, and methods of knowledge representations;  Examine the concepts and methods of reasoning and apply KBS in developing a corporate strategy; Review recent trends of KBS technologies, applications and advancements; Review paper(s) of results of research on advancement of KBS, and make summary of their works; Present the results of review and able to apply their knowledge in designing innovative research on KBS.

Topics:

1. Introduction;
2. KBS as Intelligent Agent;
3. Methods of Inference;
4. Advanced Topic In KBS: Rule-Based Systems and Reasoning;
5. Advanced Topic In KBS: Case-Based Systems and Reasoning;
6. Advanced Topic In KBS: Intelligent Tutoring Systems;
7. Advanced Topic in KBS: Semantic Search and Semantic Web;
8. Advanced Topic In KBS: Knowledge, Big Data, and Knowledge Discovery;
9. Advanced Topic in KBS: Neural Networks and Machine Learning;
10. Advanced Topic In KBS: Natural Language Processing and Intelligent User Interfaces (IUI);
11. In Class Student Presentation: Topic Selected by Student;
12. Advanced Topic In KBS: Intelligent Tutoring Systems.