US 2022/0284498 A1 · SYSTEMS AND METHODS FOR GARMENT SIZE RECOMMENDATION

Abstract

Disclosed are methods, systems, and non-transitory computer-readable medium for generating recommendations regarding products. A method may include determining a set of content features including one or more product attributes; determining a set of latent features; receiving a query user identifier and a query product identifier; determining a feature vector associated with the query user identifier and the query product identifier based on the set of content features and the set of latent features; determining one or more model coefficients for a linear model; and utilizing the linear model to determine a fit score for the query user identifier and the query product identifier.

Claims21

Dependent claims

1-20. (canceled)

A computer-implemented method for generating at least one fit recommendation for at least one article, the method comprising:

sending a size adviser API call in response to a user accessing a product page displayed on a user interface, wherein the size adviser API call includes a user identifier associated with the user and at least one unique article identifier;
in response to the size adviser API call, obtaining feedback or purchase information associated with the user, the feedback or purchase information including a plurality of data points;
comparing the plurality of data points with a predetermined threshold, including aggregating the plurality of data points;
in response to the comparing, determining that the aggregated plurality of data points exceed the predetermined threshold;
in response to determining that the aggregated plurality of data points exceed the predetermined threshold, determining a fit score for each of the at least one unique article identifier;
analyzing the fit score for each of the plurality of data points to determine a highest fit score corresponding to the at least one unique article identifier;
comparing measurements for an article associated with the highest fit score to a range of user measurements to determine if the measurements for the article associated with the highest fit score fall within the range of user measurements, the range of user measurements based on a profile of the user;
and
in response to determining that the highest fit score falls within the range of user measurements, recommending the article associated with the highest fit score to the user via the user interface.

6 more elements

A computer system for generating at least one fit recommendation for at least one article comprising:

a data storage device storing processor-readable instructions;
and
a processor configured to execute the instructions to perform a method including:
sending a size adviser API call in response to a user accessing a product page displayed on a user interface, wherein the size adviser API call includes a user identifier associated with the user and at least one unique article identifier;
in response to the size adviser API call, obtaining feedback or purchase information associated with the user, the feedback or purchase information including a plurality of data points;
comparing the plurality of data points with a predetermined threshold, including aggregating the plurality of data points;
in response to the comparing, determining that the aggregated plurality of data points exceed the predetermined threshold;
in response to determining that the aggregated plurality of data points exceed the predetermined threshold, determining a fit score for each of the at least one unique article identifier;
analyzing the fit score for each of the at least one unique article identifier to determine a highest fit score corresponding to the at least one unique article identifier;
comparing measurements for an article associated with the highest fit score to a range of user measurements to determine if the measurements for the article associated with the highest fit score fall within the range of user measurements, the range of user measurements based on a profile of the user;
and
in response to determining that the highest fit score falls within the range of user measurements, recommending the article associated with the highest fit score to the user via the user interface.

9 more elements

A non-transitory computer-readable medium containing instructions that, when executed by a processor, cause the processor to perform a method for generating at least one fit recommendation for at least one article, the method comprising:

sending a size adviser API call, in response to a user accessing a product page displayed on a user interface, wherein the size adviser API call includes a user identifier associated with the user and at least one unique article identifier;
in response to the size adviser API call, obtaining feedback or purchase information associated with the user, the feedback or purchase information including a plurality of data points;
comparing the plurality of data points with a predetermined threshold, including aggregating the plurality of data points;
in response to the comparing, determining that the aggregated plurality of data points exceed the predetermined threshold;
in response to determining that the aggregated plurality of data points exceed the predetermined threshold, determining a fit score for each of the at least one unique article identifier;
analyzing the fit score for each of the at least one unique article identifier to determine a highest fit score corresponding to the at least one unique article identifier;
comparing measurements for an article associated with the highest fit score to a range of user measurements to determine if the measurements for the article associated with the highest fit score fall within the range of user measurements, the range of user measurements based on a profile of the user;
and
in response to determining that the highest fit score falls within the range of user measurements, recommending the article associated with the highest fit score to the user via the user interface.

6 more elements

Dependencies are inferred from the claim text.

Systems and methods for garment size recommendation

Life of this patent

Systems and methods for garment size recommendation

Life of this patent

Abstract

Claims21