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Computer-Implemented Systems and Methods for Predicting Performance of Automated Scoring

Author(s):
Sukkarieh, Jana Z.
Patent Issued:
Jun 25, 2019
Patent Number:
10,332,411
Source:
ETS Patent
Document Type:
Patent
Family ID:
1000004106506
Subject/Key Words:
Patent, Active Patent, Automated Scoring and Natural Language Processing, Test Items, Computer-Implemented, Prediction, Performance, Scoring Models

Abstract

Systems and methods are provided for selecting a proposed test item for inclusion in an examination where a non-multiple choice response to the proposed test item will be automatically scored. A proposed test item is analyzed to generate a proposed test item metric, where the proposed test item is a non-multiple choice test item. The proposed test item metric is provided to a proposed test item scoring model, where the proposed test item scoring model outputs a likelihood score indicative of a likelihood that automated scoring of a response to the proposed test item would be at or above a quality level. The proposed test item is selected for inclusion in the examination based on the likelihood score.

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