PERSONALIZATION BASED ON PRIVATE PROFILE MODELS

Patent №

US 11,636,527

Granted

2023-04-25

Filed 2020

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

7

ml · nlp · vision · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17016673

In an approach for constructing private profile machine learning models for recommending products to a user, a processor gathers user data associated with interactions of the user on an ecommerce website. A processor analyzes the user data using machine learning (ML) techniques. A processor trains a private profile ML model on the analyzed user data, wherein the private profile ML model is stored on a private storage of the user. A processor predicts a product recommendation using the private profile ML model. A processor outputs the product recommendation.

AI classification

Machine learning1.00
Planning1.00
Vision1.00
Natural language1.00
Evolutionary computation0.96
AI hardware0.94
Knowledge representation0.68
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 537320759

Assignors

SHAHUL HAMID, AHAMED JALALDEEN, LAKSHMIKANTHAN, CHENTHILRAJ

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

From the same owner

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