ADAPTIVE SCORING OF RESPONSES TO CONSTRUCTED RESPONSE QUESTIONS

Patent №

US 7,657,220

Granted

2010-02-02

Filed 2004

Owner

ORDINATE CORPORATION

Lab

AI components

3

ml · speech · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10851405

A method for adaptive scoring of responses to constructed response questions is disclosed. Adaptive scoring may be used to apply evaluator time in such a way that a predetermined reliability level is reached with the least possible use of evaluator time, including adjusting the number of response graded and/or the number of evaluators grading each response. A score may be calculated after grading a subset of a test taker's responses to the constructed response questions. A probability or an error estimate is calculated and compared to a threshold value. Grading may be discontinued based on the comparison. A score may be calculated based on a predetermined number of ratings for the test taker's response to a constructed response. A probability that the score is within a predetermined range of what the score would be if all the responses are graded is calculated. If the probability is less than a threshold value, the number of ratings is increased.

AI classification

Planning0.99
Machine learning0.90
Speech0.72
Knowledge representation0.12
AI hardware0.04
Vision0.00
Evolutionary computation0.00
Natural language0.00

Ownership

ORDINATE CORPORATION

assignment · 157240209

Assignors

TOWNSHEND, BRENT, BERNSTEIN, JARED

On an employer assignment, the assignors are typically the inventors.

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