Granted Patent B2

US 12,425,692 · App. 17/954,781 · Granted Sep 23, 2025

Inventors: Cagri Gungor (Kayseri, TR); Mustafa Coskun (Kayseri, TR); Reda Harb (Issaquah, WA)

Assignee: Adeia Guides Inc.

H04N21/4668H04N21/44224H04N21/462H04N21/812

Abstract

Claims (76)

1. A method for modifying media guidance applications, the method comprising:

receiving programming information from a first source;

receiving behavior information from a second source, wherein the second source is different from the first source;

determining a graph representation of the received behavior information, the graph representation suitable for use by a machine learning model; and

based on the programming information and the graph representation of the behavior information, determining, using control circuitry, at least one episode of a program available on a media guidance application that is not available from the second source;

generating, using control circuitry, parameters for modifying the media guidance application based in-part on determining the at least one episode of the program available on the media guidance application that is not available from the second source;

modifying, using control circuitry, the media guidance application based in-part on the generated parameters, wherein the at least one episode of the program available on the media guidance application but is not available from the second source is visually distinguishable from other programming available on the media guidance application; and

generating, for display, the modified media guidance application.

2. The method of claim 1 , wherein generating the parameters for modifying the media guidance application further comprises:

analyzing the behavior information based upon a recommendation model.

3. The method of claim 2 , wherein the recommendation model includes weightings assigned to the behavior information, and the weightings are determined based upon one or more predetermined factors.

4. The method of claim 3 , wherein receiving the behavior information comprises:

receiving information about media which has been consumed by a user.

5. The method of claim 4 , wherein receiving the behavior information comprises:

receiving information about a duration of consumption of media by a user and/or information about at least one platform on which the user consumed media.

6. The method of claim 5 , wherein the information about the at least one platform on which the user consumed media comprises information about a plurality of platforms on which the user consumed media, the method further comprising:

determining, using control circuitry, a first platform of the plurality of platforms on which the user consumed media is most relevant;

receiving media consumption information from the first platform;

generating, using control circuitry, based upon the received media consumption information, further parameters for modifying the media guidance application; and

modifying, using control circuitry, the media guidance application based upon the further parameters, wherein the step of modifying the media guidance application further comprises:

modifying at least one program listing in the media guidance application such that the at least one modified program listing appears differently in the media guidance application.

7. The method of claim 1 , wherein modifying the media guidance application comprises:

generating for display at least one advertisement in the media guidance application.

8. The method of claim 7 , the method further comprising:

determining, using control circuitry, that a user is entitled to view a media item; and

in response to determining that the user is entitled to view the media item;

selecting an alternative media item.

9. The method of claim 1 , wherein the method further comprises:

receiving, from at least one data source, additional information about at least one item of media content which is available on a platform, wherein the additional information includes at least metadata which describes the media content and information about a date until which the at least one item of media content will be available on the platform;

receiving information about a current date and time;

determining a pre-expiry time threshold;

determining, via control circuitry, in response to the behavior information and the metadata, whether the at least one item of media content is to be considered; and

based on determining that the at least one item of media content is to be considered, determining, via control circuitry, by comparing the information about the date until which the at least one item of media content will be available on the platform and the current date and time, an availability period; and

based on determining that the availability period is less than or equal to the pre-expiry time threshold, modifying at least one program listing in the media guidance application such that the at least one modified program listing appears differently in the media guidance application.

10. The method of claim 1 , wherein the method further comprises:

receiving one or more parameters of a media content item; and

determining, using control circuitry, based upon the received behavior information, at least one recommendation parameter;

determining, using control circuitry, by comparing the one or more parameters of the media content item and the at least one recommendation parameter, whether the media content item is to be considered; and

based on determining that the media content item is to be considered, modifying at least one program listing in the media guidance application such that the at least one modified program listing appears differently in the media guidance application.

11. A system for modifying media guidance applications, the system comprising control circuitry configured to:

receive programming information from a first source;

receive behavior information from a second source, wherein the second source is different from the first source;

determine a graph representation of the received behavior information, the graph representation suitable for use by a machine learning model; and

based on the programming information and the graph representation of the behavior information, determine at least one episode of a program available on a media guidance application that is not available from the second source;

generate, using the control circuitry, parameters for modifying the media guidance application based in-part on determining the at least one episode of the program available on the media guidance application that is not available on the second source;

modify, using the control circuitry, the media guidance application based in-part on the generated parameters, wherein the at least one episode of the program available on the media guidance application that is not available on the second source is visually distinguishable from other programming available on the media guidance application; and

generate, for display, the modified media guidance application.

12. The system of claim 11 , wherein the control circuitry is further configured to generate the parameters for modifying the media guidance application by analyzing the behavior information based upon a recommendation model.

13. The system of claim 12 , wherein the recommendation model includes weightings assigned to the behavior information, and the weightings are determined based upon one or more predetermined factors.

14. The system of claim 13 , wherein the control circuitry is further configured to:

receive behavior information which includes receiving information about media which has been consumed by a user.

15. The system of claim 14 , wherein the control circuitry configured to receive the behavior information is further configured to receive information about a duration of consumption of media by the user and/or information about at least one platform on which the user consumed media.

16. The system of claim 15 , wherein the control circuitry is further configured to:

receive behavior information comprising the duration of consumption of media by the user and/or information about a plurality of platforms on which the user consumed media;

determine a first platform of the plurality of platforms on which the user consumed media is most relevant;

receive media consumption information from the first platform;

generate, based upon the received media consumption information, further parameters for modifying the media guidance application; and

modify the media guidance application based upon the further parameters, and wherein the control circuitry to modify the media guidance application is further configured to:

modify at least one program listing in the media guidance application such that the at least one modified program listing appears differently in the media guidance application.

17. The system of claim 11 , wherein the control circuitry configured to modify the media guidance application is further configured to display at least one advertisement in the media guidance application.

18. The system of claim 17 , wherein the control circuitry is further configured to:

determine whether a user is entitled to view a media item; and

in response to a determination that the user is entitled to view the media item, selecting an alternative media item and repeating the step of determining, using control circuitry, whether the user is entitled to view the media item, and

in response to a determination that the user is not entitled to view the media item, generate an advertisement for the media item and display the advertisement in the media guidance application.

19. The system of claim 11 , wherein the control circuitry is further configured to:

receive, from at least one data source, additional information about at least one item of media content which is available on a platform, wherein the additional information includes at least metadata which describes the media content and information about a date until which the at least one item of media content will be available on the platform;

receive information about a current date and time;

determine a pre-expiry time threshold;

determine, in response to the behavior information and the metadata, whether the at least one item of media content is to be considered; and

based on determining that the at least one item of media content is to be considered, determine, by comparing the information about the date until which the item of media content will be available on the platform and the current date and time, an availability period, and

based on determining that the availability period is less than or equal to the pre-expiry time threshold, modify at least one program listing in the media guidance application such that the at least one modified program listing appears differently in the media guidance application.

20. The system of claim 11 , wherein the control circuitry is further configured to:

receive one or more parameters of a media content item; and

determine, based upon the received behavior information, at least one recommendation parameter; and

determine, by comparing the one or more parameters of the media content item and the at least one recommendation parameter, whether the media content item is to be considered, and

based on determining that the media content item is to be considered, modify at least one program listing in the media guidance application such that the at least one modified program listing appears differently in the media guidance application.

Assignments (3)

Continuity (1)

References Cited (62)