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.

Date of Patent:
Jun. 17, 2025

Filed:

Dec. 14, 2023
Applicant:

Gracenote, Inc., New York, NY (US);

Inventors:

Phillip Popp, Oakland, CA (US);

Ching-Wei Chen, Oakland, CA (US);

Peter C. DiMaria, Berkeley, CA (US);

Markus K. Cremer, Orinda, CA (US);

Assignee:

Gracenote, Inc., New York, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/9535 (2019.01); G06F 16/68 (2019.01); G06F 16/635 (2019.01);
U.S. Cl.
CPC ...
G06F 16/9535 (2019.01); G06F 16/68 (2019.01); G06F 16/636 (2019.01);
Abstract

A user of a network-based system may correspond to a user profile that describes the user. The user profile may describe the user using one or more descriptors of items that correspond to the user (e.g., items owned by the user, items liked by the user, or items rated by the user). In some situations, such a user profile may be characterized as a 'taste profile' that describes an array or distribution of one or more tastes, preferences, or habits of the user. Accordingly, the user profile machine within the network-based system may generate the user profile by accessing descriptors of items that correspond to the user, clustering one or more of the descriptors, and generating the user profile based on one or more clusters of the descriptors.


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