The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 11, 2022
Filed:
Nov. 19, 2020
Hypernet Labs, Inc., Redwood City, CA (US);
Todd Allen Chapman, Stanford, CA (US);
Ivan James Ravlich, Los Altos, CA (US);
Christopher Taylor Hansen, Sunnyvale, CA (US);
Daniel Maren, Los Altos, CA (US);
Hypernet Labs, Inc., Redwood City, CA (US);
Abstract
A distributed computing device stores user preference data representing preferences of a user with respect to a portion of a set of items. The distributed computing device randomly samples the user preference data to calculate sampled user preference data. The distributed computing device iteratively executes, in conjunction with additional distributed computing devices connected by a network, a process to determine a consensus result for the sampled user preference data. The consensus result is based on the sampled user preference data and additional sampled user preference data calculated by the additional distributed computing devices and based on preferences of additional users. The distributed computing device determines a recommendation model based on the consensus result, the recommendation model reflecting preferences of the user and additional users. The distributed computing device identifies an item to provide to the user as a recommendation based on the recommendation model, and provides recommendation to the user.