| Lec # | TOPICS | |
|---|---|---|
| Introduction and Background | ||
| 1 | Course Organization; Spirit of the Undertaking (PDF) | |
| 2 | Tell it What to Know; Search (PDF) | |
| The Spirit and Pragmatics of KBS | ||
| 3 | Origins of KBS: MACSYMA and DENDRAL (PDF) | |
| 4 | Application Analysis Case Study: Case Introduction (PDF) | |
| 5 | Application Analysis Case Study: Class Discussion | |
| 6 | Rule-Based Systems (PDF) | |
| Knowledge Representation and Reasoning Paradigms | ||
| 7 | Semantic Nets (PDF) | |
| 8 | Logic (PDF) | |
| 9 | Frame-Based Systems (PDF) | |
| 10 | Uncertain Reasoning, Models of Rationality (PDF) | |
| 11 | Blackboards | |
| 12 | Pragmatic Issues in Knowledge Acquisition (PDF) | |
| 13 | Summary of Knowledge Representation (PDF) | |
| Problem Solving Paradigms | ||
| 14 | Causal Reasoning (PDF) | |
| 15 | Model-Based Reasoning (PDF) | |
| 16 | Case-Based Reasoning | |
| 17 | Reasoning with Constraints (PDF) | |
| 18 | Reasoning about Physical Systems | |
| Research Issues | ||
| 19 | Human Intelligence Project | |
| 20 | Common Sense | |
| 21 | Learning | |
| 22 | Ontologies and Data Mining (PDF) | |
| Project Presentations | ||
| 23 | Project Presentations and Discussion | |
| 24 | Project Presentations and Discussion (cont.) | |
| 25 | Project Presentations and Discussion (cont.) | |
| 26 | Project Presentations and Discussion (cont.) | |