Knowledge-Based Applications Systems
Lecture Notes
|
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.) |
|
Assignments
The reading summaries are assignments in this course.
|
ASSIGNMENTS |
SUPPORTING FILES |
|
Problem Set 1 (PDF) |
|
|
Problem Set 2 (PDF) |
invest-josh-kb.custom.lisp (LISP) |
Readings Summaries
- Reading Summary 1 (PDF)
- Reading Summary 2 (PDF)
- Reading Summary 3 (PDF)
- Reading Summary 4 (PDF)
- Reading Summary 5 (PDF)
- Reading Summary 6 (PDF)
- Reading Summary 7 (PDF)
- Reading Summary 8 (PDF)
- Reading Summary 9 (PDF)
- Reading Summary 10 (PDF)
- Reading Summary 11 (PDF)
Projects
Project Materials
- Project Proposal Details (PDF)
- Project Cautions (PDF)
- Topics from Previous Years (PDF)
- Project Progress Report 2 (PDF)
- Project Progress Report 3 (PDF)
Student Projects
The final reports in this section are courtesy of the students named and used with their permission.
|
PROJECTS |
REPORTS |
|
Shruti Chandrasekhar, and Ibrahim Tadros, "Constitution Builder" |
Shruti Chandrasekhar (PDF) Ibrahim Tadros (PDF) |
|
Ashwin Deshpande, "Inverse Laplace Transformer" |
Ashwin Deshpande (PDF) |
|
Meshkat Farrokhzadi, "Poxpert+, the Intelligent Poker Player" |
Meshkat Farrokhzadi (PDF) |
|
Rodney Graham, "Film Recommendation System" |
Rodney Graham (PDF) |
|
Abhra Haldar, "sEElect: An Expert System for Recommending Course VI Classes" |
|
|
Anon., "How to Score Free Drinks From Guys" |
Anon. (PDF) |
|
Kia Javanmardian, and Felix Santiago, "A Wine and Food Pairing Recommendation System" |
|
|
Scott Ostler, "The Art and Practice of Poker Simulation" |
Scott Ostler (PDF) |
|
Anon., "Transit Advisor" |
Anon. (PDF) |
|
Edgar J. Terrero, and James Tolbert, II, "Groove-X" |
Edgar J. Terrero (PDF) James Tolbert, II (PDF) |
|
Timur Tokmouline, "Web Design Assistant System" |
Timur Tokmouline (PDF) |
|
Velin K Tzanov, "Algorithmic Problem Solver" |
Velin K Tzanov (PDF) |
|
Jasper Vicenti, "A Knowledge-Based Computer Purchasing Advisor" |
|
|
Sumudu W. Watugala, "Travel Advisor for Sri Lanka" |
Sumudu W. Watugala (PDF) |
|
Victor L. Williamson, "What to do With a Patient Who Has Chest Pain? CP" |
Victor L. Williamson (PDF) |