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:
Feb. 01, 2022

Filed:

Mar. 29, 2021
Applicant:

Grand Rounds, Inc., San Francisco, CA (US);

Inventors:

Nathaniel Freese, San Francisco, CA (US);

Derek Macklin, San Francisco, CA (US);

Ramkrishna Soma, San Francisco, CA (US);

Eric Carlson, San Francisco, CA (US);

Steven Martin, San Francisco, CA (US);

Assignee:

Grand Rounds Inc., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/9532 (2019.01); G06F 16/9537 (2019.01); G06N 20/00 (2019.01); G06F 16/9032 (2019.01); G06F 16/9538 (2019.01);
U.S. Cl.
CPC ...
G06F 16/9532 (2019.01); G06F 16/90324 (2019.01); G06F 16/9537 (2019.01); G06F 16/9538 (2019.01); G06N 20/00 (2019.01);
Abstract

Methods, systems, and computer-readable media for updating a machine learning model utilized in a search engine operation. The method identifies a set of search queries in stored search queries corresponding to a service and apply the identified set of search queries to the search engine to generate one or more search results for the service. Each search result has an assigned aggregate based on values of a set of parameters associated with the service. The method then analyzes the values of the set of parameters to determine a tradeoff point of each parameter to determine one or more weights to apply to the machine learning model based on the tradeoff points. The method stores the determined one or more weights and applies them to the machine learning model for a search query corresponding to the service.


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