Case Study
Classic Placement Problem
Determine the best first mathematics and computer
science courses for each incoming student to Grinnell
College
[Same example used in luncheon series
In that series, considered expert system approach
Here will consider neural network approach.]
Placement Prior to 1992
-
Math placements made by faculty, based on table:
|
| Pre-calculus
| Calculus I
| Calculus I or II
| Calculus II
|
| Years of HS Math
| 2.5
| 3 to 4
| 1 sem. of Calc.
| 1 yr. of Calc.
|
| HS Math Grades
| ≥ C
| ≥ B
| ≥ B
| ≥ B
|
| SAT
| 475
| 550 | 600 | 650
| 650
| 625
|
| ACT
| 22
| 26 | 27 | 29
| 29
| 28
|
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Additional rules based upon experience
and intuition
-
Some inconsistency with borderline cases
-
Results reported to advisors only -- without comment
-
Various experiments using specially
designed placement tests did not improve results
created May 15, 2003
last revised May 15, 2003
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