US Patent Application 18231916. Filtering Results Based on Historic Feature Usage simplified abstract

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Filtering Results Based on Historic Feature Usage

Organization Name

Capital One Services, LLC

Inventor(s)

Vyjayanthi Vadrevu of Pflugerville TX (US)

Joshua Edwards of Philadelphia PA (US)

Phoebe Atkins of Midlothian VA (US)

Filtering Results Based on Historic Feature Usage - A simplified explanation of the abstract

This abstract first appeared for US patent application 18231916 titled 'Filtering Results Based on Historic Feature Usage

Simplified Explanation

- This patent application describes a method for modifying recommendations from a recommendation engine for a product or device. - The recommendation engine initially provides search results for a specific type of device. - The search results are then modified to include devices that have features that the user considers important. - The user's important features are determined by observing their interaction with a similar device over time. - Features that the user frequently uses and sparingly uses are identified. - The search results are then adjusted to exclude devices that do not have the features frequently used by the user.


Original Abstract Submitted

Aspects described herein may provide modification of recommendations from a recommendation engine for a product or a device. The recommendation engine may provide initial search results for a particular type of device. The initial search results may be modified to ensure inclusion of devices that include features that the user considers important. Features that the user considers important may be determined based on observing the user's interaction with another device of the same type. By observing the user's interaction with the other device over a period of time, features that the user commonly uses and features that the user sparingly uses may be determined. The initial search results may then be modified to remove devices that do not include the features frequently used by the user and therefore considered important to the user.

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