Granted Patent B1

US 11,307,749 · App. 17/147,850 · Granted Apr 19, 2022

Inventors: Ryan Nicholas Comer (Pflugerville, TX); Tyler Ryan Cox (Austin, TX); Marc Randall Hammons (Round Rock, TX); Richard William Schuckle (Austin, TX); Jake Mitchell Leland (Round Rock, TX)

Assignee: Dell Products L.P.

G06F3/04845G06F7/24G06K9/6215G06K9/6232

Abstract

Claims (74)

1. A computer-implemented method of managing content of a user interface, the method comprising:

identifying a user interface (UI) application that provides for display a UI on a display device, the UI application providing a primary content item for inclusion by the UI;

identifying a request for a secondary content item to be included within the UI;

in response to the request:

identifying one or more secondary content items;

performing content feature extraction of the primary content item to identify primary content features;

performing content feature extraction of the secondary content items to identify secondary content features;

comparing the primary content features and the secondary content features to identify similarities between the secondary content features and the primary content features;

sorting the secondary content features based on the similarity between the secondary content features and the primary content features;

identifying, based on the sorting, a particular secondary content item of the one or more secondary content items; and

updating the UI to include the particular secondary content item within the UI.

2. The computer-implemented method of claim 1 , further comprising identifying, based on the sorting, the particular secondary content item of two or more secondary content items.

3. The computer-implemented method of claim 2 , wherein sorting further includes ranking the secondary content features based on the similarity between each secondary content feature and the primary content features, and wherein identifying the particular secondary content item further includes identifying a highest ranked secondary content feature and identifying the particular secondary content item that corresponds to the highest ranked secondary content item.

4. The computer-implemented method of claim 2 , further comprising:

identifying additional primary content items previously provided for display on the UI of the display device by the UI application;

performing content feature extraction of the additional primary content items to identify additional primary content features;

identifying previous interactions of a user with the additional primary content items; and

applying a machine learning model to identify user preferences of the user based on the previous interactions of the user with the additional primary content items.

5. The computer-implemented method of claim 4 , further comprising:

comparing the user preferences and the secondary content features to identify similarities between the secondary content features and the user preferences;

sorting the secondary content features based on the similarity between the secondary content features and the user preferences;

identifying, based on the sorting, an additional particular secondary content item of the two or more secondary content items; and

updating the UI to include the additional particular secondary content item within the UI.

6. The computer-implemented method of claim 2 , further comprising:

modifying the particular secondary content item based on the primary content features.

7. The computer-implemented method of claim 6 , wherein modifying the particular content item includes adding a color filter to the particular content item based on a main color of the primary content features.

8. The computer-implemented method of claim 2 , wherein the particular secondary content item is a video content item, the method further comprising:

sorting frames of the video content item based on a similarity between the secondary content features and the primary content features;

identifying, based on the sorting, a particular frame of the particular secondary content item; and

updating the UI to include the particular frame of the particular secondary content item within the UI.

9. The computer-implemented method of claim 2 , wherein performing content feature extraction of the primary content item to identify primary content features further includes performing scale-invariant feature transform of the primary content item to identify primary content features, and wherein performing content feature extraction of the secondary content item to secondary primary content features further includes performing scale-invariant feature transform of the secondary content item to identify secondary content features.

10. An information handling system comprising a processor having access to memory media storing instructions executable by the processor to perform operations comprising, comprising:

identifying a user interface (UI) application that provides for display a UI on a display device, the UI application providing a primary content item for inclusion by the UI;

identifying a request for a secondary content item to be included within the UI;

in response to the request:

identifying one or more secondary content items;

performing content feature extraction of the primary content item to identify primary content features;

performing content feature extraction of the secondary content items to identify secondary content features;

comparing the primary content features and the secondary content features to identify similarities between the secondary content features and the primary content features;

sorting the secondary content features based on the similarity between the secondary content features and the primary content features;

identifying, based on the sorting, a particular secondary content item of the one or more secondary content items; and

updating the UI to include the particular secondary content item within the UI.

11. The information handling system of claim 10 , the operations further comprising identifying, based on the sorting, the particular secondary content item of two or more secondary content items.

12. The information handling system of claim 11 , wherein sorting further includes ranking the secondary content features based on the similarity between each secondary content feature and the primary content features, and wherein identifying the particular secondary content item further includes identifying a highest ranked secondary content feature and identifying the particular secondary content item that corresponds to the highest ranked secondary content item.

13. The information handling system of claim 11 , the operations further comprising:

identifying additional primary content items previously provided for display on the UI of the display device by the UI application;

performing content feature extraction of the additional primary content items to identify additional primary content features;

identifying previous interactions of a user with the additional primary content items; and

applying a machine learning model to identify user preferences of the user based on the previous interactions of the user with the additional primary content items.

14. The information handling system of claim 13 , the operations further comprising:

comparing the user preferences and the secondary content features to identify similarities between the secondary content features and the user preferences;

sorting the secondary content features based on the similarity between the secondary content features and the user preferences;

identifying, based on the sorting, an additional particular secondary content item of the two or more secondary content items; and

updating the UI to include the additional particular secondary content item within the UI.

15. The information handling system of claim 11 , the operations further comprising:

modifying the particular secondary content item based on the primary content features.

16. The information handling system of claim 15 , wherein modifying the particular content item includes adding a color filter to the particular content item based on a main color of the primary content features.

17. The information handling system of claim 11 , wherein the particular secondary content item is a video content item, the operations further comprising:

sorting frames of the video content item based on a similarity between the secondary content features and the primary content features;

identifying, based on the sorting, a particular frame of the particular secondary content item; and

updating the UI to include the particular frame of the particular secondary content item within the UI.

18. The information handling system of claim 11 , wherein performing content feature extraction of the primary content item to identify primary content features further includes performing scale-invariant feature transform of the primary content item to identify primary content features, and wherein performing content feature extraction of the secondary content item to secondary primary content features further includes performing scale-invariant feature transform of the secondary content item to identify secondary content features.

19. A non-transitory computer-readable medium storing software comprising instructions executable by one or more computers which, upon such execution, cause the one or more computers to perform operations comprising:

identifying a user interface (UI) application that provides for display a UI on a display device, the UI application providing a primary content item for inclusion by the UI;

identifying a request for a secondary content item to be included within the UI;

in response to the request:

identifying one or more secondary content items;

performing content feature extraction of the primary content item to identify primary content features;

performing content feature extraction of the secondary content items to identify secondary content features;

comparing the primary content features and the secondary content features to identify similarities between the secondary content features and the primary content features;

sorting the secondary content features based on the similarity between the secondary content features and the primary content features;

identifying, based on the sorting, a particular secondary content item of the one or more secondary content items; and

updating the UI to include the particular secondary content item within the UI.

20. The computer-readable medium of claim 19 , the operations further comprising identifying, based on the sorting, the particular secondary content item of two or more secondary content items.

Assignments (9)

Cited By (1)

US 12,423,368