ADVANCE KNOWLEDGE SYSTEM (3 Credits)

Learning Outcomes:

On the 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) or 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 to Knowledge Based Systems (KBS)
2. Recent Trends of KBS Applications
3. KBS’s as Intelligent Agents
4. Knowledge Representations
5. First Order Logic and Inference
   Advance Topics :
6. Rule-Based System Reasoning
7. Case Based System Reasoning
8. Intelligent Tutoring Systems
9. Knowledge, Big Data, and Knowledge Data Discovery
10. Neural Networks and Machine Learning
11. Intelligent User Interface and Natural Language Processing
12. Semantic Search and Semantic Web