MACHINE LEARNING ENABLED EVALUATION SYSTEMS AND METHODS

Patent №

US 11,610,239

Granted

2023-03-21

Filed 2018

Owner

DISNEY ENTEPRISES, INC.

Lab

AI components

7

ml · nlp · vision · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15970809

Systems and methods for providing machine-learning enabled user-specific evaluations are disclosed. Implementations include obtaining a first set of evaluation data from a user interface, obtaining a first set of target-descriptive data including target-specific characteristics objectively describing the evaluation targets, and training, with a machine-learning algorithm, a user-specific evaluation profile indicating evaluation patterns relative to the first set of evaluation data and the first set of target-specific characteristics. Implementations include applying the user-specific evaluation profile to a second set of target-descriptive data to predict a user-specific evaluation.

Machine learningNatural languageVisionSpeechKnowledge representationPlanningAI hardwareG06Q 30/0282G06F 16/337G06F 18/2178G06F 18/40G06N 3/045G06N 3/0464G06N 3/09G06N 5/01+2 more

AI classification

Machine learning1.00
AI hardware1.00
Planning1.00
Natural language1.00
Knowledge representation1.00
Speech0.84
Vision0.71
Evolutionary computation0.04

Ownership

DISNEY ENTEPRISES, INC.

assignment · 457120449

Assignors

CHAPMAN, STEVEN M., PATEL, MEHUL, POPP, JOSEPH, HAVEY, BENJAMIN

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

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