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:
Sep. 10, 2024

Filed:

Nov. 01, 2023
Applicant:

Ben Group, Inc., Sherman Oaks, CA (US);

Inventors:

Richard Ray Butler, Van Nuys, CA (US);

Estelle Evonne Cramer, Malibu, CA (US);

Tyler Folkman, Lehi, UT (US);

Jacob Bradshaw Maughan, Spanish Fork, UT (US);

Alexander Charles McFadyen, London, GB;

Theodore Sheffield, Encino, CA (US);

Assignee:

BEN GROUP, INC., Sherman Oaks, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 16/78 (2019.01); G06N 5/046 (2023.01); G06N 20/20 (2019.01); G06Q 50/00 (2012.01);
U.S. Cl.
CPC ...
G06N 5/046 (2013.01); G06F 16/78 (2019.01); G06N 3/08 (2013.01); G06N 20/20 (2019.01); G06Q 50/01 (2013.01);
Abstract

This invention predicts results for a media clip posted to a social media influencer channel by maintaining a database of results data for media clips where an influencer channel includes media clips that include unstructured data, and structured data, and then provide to a first machine learning model a first set of channel data, extracting a first set of features, predicting a value for the first target variable, providing to a second machine learning model a second set of channel data including a second selection of structured data, and the predicted value of the first target variable, extracting a second set of features, and predicting a value for the second target variable.


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