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US Patent 11436657 Self-healing recommendation engine

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Is a
Patent
Patent

Patent attributes

Patent Applicant
Shopify
Shopify
Current Assignee
Shopify
Shopify
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11436657
Date of Patent
September 6, 2022
Patent Application Number
16290184
Date Filed
March 1, 2019
Patent Primary Examiner
‌
Matthew E Zimmerman
CPC Code
‌
G06Q 30/0631
‌
G06F 16/285
‌
G06F 16/9535
‌
G06N 20/00

A computer-implemented method and system including a recommendation engine receiving a first user behavior data, the first user behavior data associated with a user action taken by a user, wherein the recommendation engine utilizes a recommendation model to generate recommendations to users based on first user behavior data; labeling the first user behavior; classifying the labeled first user behavior; generating, by the recommendation engine, a recommendation to the user based on the classifying of the labeled first user behavior; providing, by the recommendation engine, the recommendation to the user; receiving, by the recommendation engine, a second user behavior data, the second user behavior data associated with a user response by the user to the recommendation; and evaluating, by the recommendation engine, the second user behavior data and performing a corrective action to the recommendation model.

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