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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.:

US 11615302 B1

PDFFull Text
Date of Patent:
Mar. 28, 2023

Filed:

Feb. 20, 2020

Effective user modeling with time-aware based binary hashing

Applicant:

Samsung Electronics Company, Ltd., Gyeonggi-do, KR;

Inventors:

Xiangyuan Zhao, Irvine, CA (US);

Hong-hoe Kim, Irvine, CA (US);

Peng Zhou, Irvine, CA (US);

Yingnan Zhu, Irvine, CA (US);

Hyun Chul Lee, Mountain View, CA (US);

Assignee:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Attorney:
Primary Examiner:

Xilin Guo

Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06N 3/04 (2023.01); G06F 16/22 (2019.01); G06N 20/00 (2019.01); G06F 17/15 (2006.01); G06Q 30/0201 (2023.01); G06Q 30/0204 (2023.01); G06Q 30/0241 (2023.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 16/2264 (2019.01); G06F 17/15 (2013.01); G06N 3/0454 (2013.01); G06N 20/00 (2019.01); G06Q 30/0201 (2013.01); G06Q 30/0205 (2013.01); G06Q 30/0276 (2013.01);
Abstract

In one embodiment, a computer-implemented method includes acquiring sequential user behavior data including one-dimensional data. The user behavior data is associated with a user. The method includes abstracting features from the sequential user behavior data to cover short-term and long-term timeframes. The method includes determining one or more properties of the user based on the features.

Find Patent Forward Citations

Zhao, Xiangyuan. (2023). Effective user modeling with time-aware based binary hashing (U.S. Patent No. 11615302). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11615302

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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