MEASURING LANGUAGE LEARNING USING STANDARDIZED SCORE SCALES AND ADAPTIVE ASSESSMENT ENGINES

Patent №

US 11,030,919

Granted

2021-06-08

Filed 2019

Owner

PEARSON EDUCATION, INC.

Lab

AI components

5

ml · nlp · speech · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16672315

The present invention allows a language learning platform to calculate a user's overall language skill. This may be performed as a standalone test or before, during and/or after a language course. The language learning platform may perform a Pre-CAT process, a CAT process, a stage 2—fixed form process and a scoring and reporting process. The Pre-CAT process is designed to quickly get an initial estimate of the user's overall language skill. The CAT processes improves on the accuracy of the Pre-CAT process, preferably until the conditional standard error of measurement for the user's overall language skill is less than a predetermined number. The stage 2—fixed form process may use the user's overall language skill to select speaking, listening and writing assessment items of an appropriate difficulty for the user. The language learning platform may score the responses of the user, present the measured user's overall language skill to the user and save the user's overall language skill in a database for use in future tests.

Machine learningNatural languageSpeechPlanningAI hardwareG09B 19/06G06Q 10/0639G06Q 50/20G09B 5/08G09B 7/02G09B 7/04G09B 7/06G09B 7/08

AI classification

Speech1.00
Natural language1.00
Machine learning1.00
Planning0.95
AI hardware0.89
Knowledge representation0.04
Vision0.04
Evolutionary computation0.01

Ownership

PEARSON EDUCATION, INC.

assignment · 508940884

Assignors

BOOTH, DAVID, SEDDON, PAUL

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

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