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.) |