METHOD AND SYSTEM FOR USER EXPERIENCE PERSONALIZATION IN DATA MANAGEMENT SYSTEMS USING MACHINE LEARNING

Patent №

US 11,269,665

Granted

2022-03-08

Filed 2018

Owner

INTUIT INC.

Lab

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15938168

A method and system provides personalized assistance to users of a data management system. The method and system trains an analysis model with both a supervised machine learning process and an unsupervised machine learning process to identify relevant assistance topics based on a user query and the attributes of the user that provided the query. The method and system outputs personalized assistance to the user based on the analysis of the analysis model.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareG06F 9/453G06F 16/3334G06F 16/3347G06F 16/35G06F 16/635G06N 20/00G06N 3/02

AI classification

Natural language1.00
Machine learning1.00
Planning1.00
AI hardware1.00
Knowledge representation0.98
Speech0.95
Evolutionary computation0.01
Vision0.01

Ownership

INTUIT INC.

assignment · 453720711

Assignors

PODGORNY, IGOR A., INDYK, BENJAMIN, SHARAFI, FARAZ, CANNON, MATTHEW

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

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