Generating Responses to User Interaction Data based on User Interaction-Styles

Patent №

US 11,769,016

Granted

2023-09-26

Filed 2020

Owner

APPLE INC.

Lab

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16798858

A method includes obtaining user input interaction data. The user input interaction data includes one or more user interaction input values respectively obtained from the corresponding one or more input devices. The user input interaction data includes a word combination. The method includes generating a user interaction-style indicator value corresponding to the word combination in the user input interaction data. The user interaction-style indicator value is a function of the word combination and a portion of the one or more user interaction input values. The method includes determining, using a semantic text analyzer, a semantic assessment of the word combination in the user input interaction data based on the user interaction-style indicator value and a natural language assessment of the word combination. The method includes generating a response to the user input interaction data according to the user interaction-style indicator value and the semantic assessment of the word combination.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareG06F 40/35G06F 18/24G06F 40/216G06F 40/253G06F 40/30G06N 3/006G06N 3/0442G06N 3/09+9 more

AI classification

Natural language1.00
Speech1.00
Knowledge representation1.00
AI hardware1.00
Planning0.97
Machine learning0.54
Vision0.28
Evolutionary computation0.26

Ownership

APPLE INC.

assignment · 519360710

Assignors

THEOBALD, BARRY-JOHN, APOSTOLOFF, NICHOLAS ELIA, WEINBERG, GARRETT LAWS, WEBB, RUSSELL Y., METCALF, KATHERINE ELAINE

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

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