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:
Aug. 06, 2024
Filed:
Jan. 19, 2022
Pinterest, Inc., San Francisco, CA (US);
Sonja Sabina Knoll, Redmond, WA (US);
Vitaliy Kulikov, San Francisco, CA (US);
Cole Timothy Rottweiler, Bainbridge Island, WA (US);
Raymond Hsu, Oakland, CA (US);
Jiacheng Hong, Redwood City, CA (US);
Zheng Liu, Belmont, CA (US);
Siyang Xie, Mountain View, CA (US);
Andrew Liu Chen, Sunnyvale, CA (US);
Chao Wang, San Francisco, CA (US);
Mukund Narasimhan, Bellevue, WA (US);
Lance Alan Riedel, Menlo Park, CA (US);
Pinterest, Inc., San Francisco, CA (US);
Abstract
The described implementations are operable to determine potential objects of interest to a user based on a blend of the user's long-term behavior and short-term interests. Long term user behavior may be determined for the user over a period of time and represented as continuous data. Short-term interest may be determined based on objects with which the user has recently interacted, and attributes of those objects may be represented together as continuous data corresponding to the short-term user interest. The continuous data of the short-term user interest and long-term user behavior may be blended to produce a user embedding. The user embedding may then be compared with objects to determine objects that are of potential interest to the user.