ADAPTIVE LEARNING IN SMART PRODUCTS BASED ON CONTEXT AND LEARNER PREFERENCE MODES

Patent №

US 11,615,714

Granted

2023-03-28

Filed 2020

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16862805

An approach is provided in which the approach converts a set of learning content into a teaching content vector representation. The approach determines a learning preference mode of a user based on a set of user responses responding to a set of learning type segments, and computes an environmental context vector representation of a physical environment surrounding the user. The approach conducts a conversation with the user based on the learning preference mode, the environmental context vector representation, and the teaching content vector representation.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareG09B 19/00G06N 3/04G06N 3/044G06N 3/0442G06N 3/045G06N 3/0455G06N 3/08G06N 3/092+2 more

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
AI hardware1.00
Knowledge representation0.98
Planning0.96
Vision0.31
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 525350652

Assignors

GAN, SENG CHAI, KWATRA, SHIKHAR, EKAMBARAM, VIJAY, SADACHARAM, SARAVANAN

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

From the same owner

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