Knowledge-Based Application Systems | ||||
Randall Davis | ||||
Class |
Lecturer* |
Date |
Topic* |
Reading Summary |
intro & background |
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1 |
RD |
Tu Feb 7 |
Course Organization; spirit of the undertaking |
|
2 |
RD |
Th Feb 9 |
Tell it what to know; search |
|
the spirit and pragmatics of kbs |
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3 |
RD |
Tu Feb 14 |
Origins of KBS: macsyma and dendral Problem Set 1 Out: Minesweeper |
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4 |
RD |
Th Feb 16 |
Application Analysis Case Study: Case Introduction |
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|
|
Tu Feb 21 |
No class (virtual Monday) |
|
5 |
RD |
Th Feb 23 |
Application Analysis Case
Study: Class Discussion Case study write up due; reading summaries start |
|
knowledge representations and reasoning paradigms |
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6 |
RD |
Tu Feb 28 |
Rule-Based Systems |
|
7 |
RD |
Th Mar 2 |
Semantic Nets |
|
8 |
HES |
Tu Mar 7 |
Logic |
|
9 |
RD |
Th Mar 9 |
Frame-Based Systems |
|
10 |
RD |
Tu Mar 14 |
Overview of Knowledge
Representation |
|
11 |
RD |
Th Mar 16 |
Pragmatic Issues in Knowledge Acquisition
|
Y |
problem solving paradigms |
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12 |
HES |
Tu Mar 21 |
Uncertain Reasoning, Models of Rationality |
|
13 |
KK |
Th Mar 23 |
Blackboards |
|
|
|
Mar 28, 30 |
Spring Vacation |
Y1 |
14 |
HES |
Tu Apr 4 |
Problem Solving Paradigms |
No reading! |
15 |
HES |
Th Apr 6 |
Causal Reasoning |
|
16 |
RD |
Tu Apr 11 |
Model-Based Reasoning |
Y |
17 |
RD |
Th Apr 13 |
Case-Based Reasoning |
Y |
|
|
Tu Apr 18 |
Patriots' Day Vacation |
|
18 |
HES |
Th Apr 20 |
Reasoning with Constraints |
|
19 |
HES |
Tu Apr 25 |
Reasoning about Physical
Systems |
|
research issues |
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20 |
tbd |
Th Apr 27 |
Guest lecture: Patrick Winston on the Human Intelligence Enterprise. |
|
21 |
LPK |
Tu May 2 |
Learning |
|
22 |
RD |
Th May 4 |
Ontologies and Data Mining |
|
23 |
You |
Tu May 9 |
Project Presentations and Discussion |
|
project presentations |
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24 |
You |
Th May 11 |
Project Presentations and Discussion |
|
25 |
You |
Tu May 16 |
Project Presentations and Discussion |
|
26 |
You |
Th May 18 |
Project Presentations and Discussion Term Project Report Due |
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