FEEDBACK SYSTEM AND METHOD FOR IMPROVING PERFORMANCE OF DIALOGUE-BASED TUTORS

Patent №

US 11,037,459

Granted

2021-06-15

Filed 2018

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15989130

Improving performance of a dialogue-based tutor includes receiving feedback from a user associated with a natural language interaction of the user with a dialogue-based tutoring (DBT) system. The DBT system includes training data and domain-specific content. One or more feedback categories is presented to the user based upon the feedback. A selection of a feedback category from among the one or more feedback categories is received from the user. A feedback candidate is generated based upon the feedback and the selected feedback category. The feedback candidate is indicative of a potential change in one or more of the training data and the domain-specific content based upon the feedback.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareG09B 7/04G09B 7/07G09B 7/10G06F 3/04842G06F 3/167G06F 40/35G06F 40/40

AI classification

Natural language1.00
Planning1.00
Machine learning1.00
Speech1.00
AI hardware0.96
Knowledge representation0.90
Evolutionary computation0.35
Vision0.04

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 458990502

Assignors

D'HELON, CASSIUS, AHN, JAE-WOOK, MUKHI, NIRMAL K., KASIREDDY, VINAY KUMAR REDDY

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

From the same owner

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