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:
May. 13, 2025

Filed:

Jun. 26, 2024
Applicants:

Steven Dennis Flinn, Sugar Land, TX (US);

Naomi Felina Moneypenny, Bellevue, WA (US);

Inventors:

Steven Dennis Flinn, Sugar Land, TX (US);

Naomi Felina Moneypenny, Bellevue, WA (US);

Assignee:

ManyWorlds, Inc., Brenham, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2023.01); G06F 16/2457 (2019.01); G06F 16/9535 (2019.01); G06N 5/048 (2023.01); G06Q 50/00 (2012.01); H04L 51/216 (2022.01); G06F 40/56 (2020.01);
U.S. Cl.
CPC ...
G06N 5/048 (2013.01); G06F 16/24575 (2019.01); G06F 16/9535 (2019.01); G06Q 50/01 (2013.01); H04L 51/216 (2022.05); G06F 40/56 (2020.01);
Abstract

A vector-based search method and system generates affinity vectors within a multidimensional affinity space by applying neural networks to stored content objects. A neural network is applied to content that is input by a user to generate an affinity vector, which is then compared to the affinity vectors corresponding to the stored content objects using a mathematical-based vector comparison algorithm. One or more of the stored content objects are selected and provided to the user based on the comparison. The selecting of the one or more stored content objects may be further performed based on an inference of a preference from user behaviors.


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Flinn, Steven. (2025). Vector-based search method and system (U.S. Patent No. 12299603). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12299603

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