Systems and methods for facilitating content discovery based on viewer ratings

• US 10,499,096 B2
• Filed: 01/25/2018
• Issued: 12/03/2019
• Est. Priority Date: 08/07/2014
• Status: Active Grant

• Current Assignee: Dish Technologies LLC (Echostar Corporation)
• Original Assignee: Dish Technologies LLC (Echostar Corporation)
• Inventors: Jackson, Mark, Martch, Henry Gregg
• Primary Examiner(s): Chokshi, Pinkal R
• Application Number:
  US15/879,884
• Publication Number:
  US 20180167655A1
• Time in Patent Office: 677 Days
• CPC Class Codes: H04N 21/251 Learning process for intelligent management, e.g. learning user preferences for recommending movies details of learning user preferences for the retrieval of video data in a video database G06F16/739; computer systems using learning methods G06N3/08
• CPC Class Codes: H04N 21/252 Processing of multiple end-users' preferences to derive collaborative data
• CPC Class Codes: H04N 21/25875 involving end-user authentication restricting access to computer systems by authenticating users using a predetermined code G06F21/33; arrangements for secret or secure communication including means for verifying the identity or authority of a user of the system H04L9/32; networks authentication protocols H04L63/08; authentication in wireless network security H04W12/06
• CPC Class Codes: H04N 21/25891 being end-user preferences retrieval of video data in a video database based on user preferences G06F16/739; arrangements for recognizing users' preferences H04H60/46; user profiles in network data switching protocols H04L67/306; processing of user preferences or user profiles in wireless networks H04W8/18
• CPC Class Codes: H04N 21/44226 on social networks
• CPC Class Codes: H04N 21/4756 for rating content, e.g. scoring a recommended movie
• CPC Class Codes: H04N 21/6582 Data stored in the client, e.g. viewing habits, hardware capabilities, credit card number arrangements where receivers interact with the broadcast H04H20/38

Abstract

Systems, methods, and computer-readable media are provided to assist users to locate content of interest based on viewer ratings. First information enabling unique identification of a first user may be processed. Indications of ratings of television programming may be processed, the indications being received from a first media device associated with the first user. Ratings information associated with the first user may be retained in repositories, the ratings information being based on the indications. The first user may be matched to a category that represents a classification of a set of viewers and/or of a set of content based on a set of attributes. Descriptive content indicative of the first user and/or content rated by the first user may be selected and may be transmitted via the network to a second media device associated with a second user.

Claims

1. A method comprising:

identifying a first user, associated with a first media device that is remote from a system comprising one or more servers, based at least in part on first information processed by the system;

processing a first set of one or more indications of ratings of audio and video content, the first set of one or more indications received by the system, via a network, from the first media device associated with the first user and consequent to selections of user-selectable options to rate the audio and video content provided with the first media device;

retaining ratings information associated with the first user in one or more repositories of the system, the ratings information being at least partially based on the first set of one or more indications;

matching by the system the first user to a particular category from a set of categories, wherein the first user matches one or more categories from the set of categories, the particular category representing a first classification of a first set of viewers and/or of a first set of audio and video content based at least in part on a first set of attributes defined for the first set of viewers and/or the first set of audio and video content;

identifying a second user, associated with a second media device that is remote from the system and the first media device, based at least in part on second information processed by the system;

processing end-user information received by the system from the second media device to determine one or more characteristics of one or more viewing patterns of the second user at least in part by scoring a first match of the second user with a first category as having a first match score and scoring a second match of the second user with a second category as having a second match score based at least in part on differentiating first content that the second user views from second content that the second user records and does not view;

matching by the system the second user to the first user based at least in part on the determined one or more characteristics of the one or more viewing patterns of the second user;

selecting the first user and the audio and video content rated by the first user based at least in part on ranking recommendations from a plurality of content raters that comprise the first user, where the ranking is based at least in part on one or both of;

matching the audio and video content to an associated category associated with the second user, and respective metrics of each content rater of the plurality of content raters;

selecting by the system descriptive content indicative of the first user and the audio and video content rated by the first user; and

transmitting the descriptive content from the system via the network to the second media device to cause indication of the descriptive content in association with one or more items of audio and video content and one or more user-selectable options associated with the one or more items of audio and video content.

2. The method of claim 1, wherein the descriptive content comprises a recommendation of at least one of the one or more items of audio and video content.

3. The method of claim 2, further comprising:

monitoring, by the system, for indications, from the second media device, of end-user actions with respect to the one or more items of audio and video content.

4. The method of claim 3, wherein the end-user actions comprise implicit indicia of user preferences.

5. The method of claim 3, wherein the end-user actions comprise explicit indicia of user preferences.

6. The method of claim 5, wherein the end-user actions comprise the explicit indicia of user preferences comprises user selection of at least one user-selectable option of the one or more user-selectable options, wherein the user selection corresponds to an indication of interest in the first user and/or in the audio and video content rated by the first user.

7. The method of claim 6, further comprising:

retaining an association of the second media device and/or the second user with the first user in the one or more repositories of the system;

processing a second set of one or more indications of ratings of audio and video content, the second set of one or more indications corresponding to ratings by the first user; and

selecting, by the system, a first item of audio and video content, based at least in part on the second set of one or more indications, for action directed to the second media device associated with the second user.

8. A system comprising:

one or more network interfaces accessible from a network and one or more servers coupled to at least one of the one or more network interfaces and to one or more repositories, the one or more servers to execute instructions to perform;

identifying a first user, associated with a first media device that is remote from the system, based at least in part on first information processed by the system;

processing a first set of one or more indications of ratings of audio and video content, the first set of one or more indications received by the system, via the network, from the first media device associated with the first user and consequent to selections of user-selectable options to rate the audio and video content provided with the first media device;

retaining ratings information associated with the first user in one or more repositories of the system, the ratings information being at least partially based on the first set of one or more indications;

matching the first user to a particular category from a set of categories, wherein the first user matches one or more categories from the set of categories, the particular category representing a first classification of a first set of viewers and/or of a first set of audio and video content based at least in part on a first set of attributes defined for the first set of viewers and/or the first set of audio and video content;

identifying a second user, associated with a second media device that is remote from the system and the first media device, based at least in part on second information processed by the system;

processing end-user information received by the system from the second media device to determine one or more characteristics of one or more viewing patterns of the second user at least in part by scoring a first match of the second user with a first category as having a first match score and scoring a second match of the second user with a second category as having a second match score based at least in part on differentiating first content that the second user views from second content that the second user records and does not view;

matching the second user to the first user based at least in part on the determined one or more characteristics of the one or more viewing patterns of the second user;

selecting the first user and the audio and video content rated by the first user based at least in part on ranking recommendations from a plurality of content raters that comprise the first user, where the ranking is based at least in part on one or both of;

matching the audio and video content to an associated category associated with the second user, and respective metrics of each content rater of the plurality of content raters;

selecting descriptive content indicative of the first user and the audio and video content rated by the first user; and

transmitting the descriptive content from the system via the network to the second media device to cause indication of the descriptive content in association with one or more items of audio and video content and one or more user-selectable options associated with the one or more items of audio and video content.

9. The system of claim 8, wherein the descriptive content comprises a recommendation of at least one of the one or more items of audio and video content.

10. The system of claim 9, the one or more servers further to perform:

monitoring for indications, from the second media device, of end-user actions with respect to the one or more items of audio and video content.

11. The system of claim 10, wherein the end-user actions comprise implicit indicia of user preferences.

12. The system of claim 10, wherein the end-user actions comprise explicit indicia of user preferences.

13. The system of claim 12, wherein the end-user actions comprise the explicit indicia of user preferences comprises user selection of at least one user-selectable option of the one or more user-selectable options, wherein the user selection corresponds to an indication of interest in the first user and/or in the audio and video content rated by the first user.

14. The system of claim 13, the one or more servers further to perform:

retaining an association of the second media device and/or the second user with the first user in the one or more repositories of the system;

processing a second set of one or more indications of ratings of audio and video content, the second set of one or more indications corresponding to ratings by the first user; and

selecting a first item of audio and video content, based at least in part on the second set of one or more indications, for action directed to the second media device associated with the second user.

15. One or more non-transitory, machine-readable media comprising processor-readable instructions which, when executed by one or more processing devices, cause the one or more processing devices to perform:

identifying a first user, associated with a first media device that is remote from the one or more processing devices, based at least in part on first information processed by the one or more processing devices;

processing a first set of one or more indications of ratings of audio and video content, the first set of one or more indications received by the one or more processing devices, via a network, from the first media device associated with the first user and consequent to selections of user-selectable options to rate the audio and video content provided with the first media device;

retaining ratings information associated with the first user in one or more repositories, the ratings information being at least partially based on the first set of one or more indications;

matching the first user to a particular category from a set of categories, wherein the first user matches one or more categories from the set of categories, the particular category representing a first classification of a first set of viewers and/or of a first set of audio and video content based at least in part on a first set of attributes defined for the first set of viewers and/or the first set of audio and video content;

identifying a second user, associated with a second media device that is remote from the one or more processing devices and the first media device, based at least in part on second information processed by the one or more processing devices;

processing end-user information from the second media device to determine one or more characteristics of one or more viewing patterns of the second user at least in part by scoring a first match of the second user with a first category as having a first match score and scoring a second match of the second user with a second category as having a second match score based at least in part on differentiating first content that the second user views from second content that the second user records and does not view;

matching the second user to the first user based at least in part on the determined one or more characteristics of the one or more viewing patterns of the second user;

selecting the first user and the audio and video content rated by the first user based at least in part on ranking recommendations from a plurality of content raters that comprise the first user, where the ranking is based at least in part on one or both of;

matching the audio and video content to an associated category associated with the second user, and respective metrics of each content rater of the plurality of content raters;

selecting descriptive content indicative of the first user and the audio and video content rated by the first user; and

causing transmission of the descriptive content via the network to the second media device to cause indication of the descriptive content in association with one or more items of audio and video content and one or more user-selectable options associated with the one or more items of audio and video content.

16. The one or more non-transitory, machine-readable media of claim 15, wherein the descriptive content comprises a recommendation of at least one of the one or more items of audio and video content.

17. The one or more non-transitory, machine-readable media of claim 16, the one or more processing devices further to perform:

monitoring for indications, from the second media device, of end-user actions with respect to the one or more items of audio and video content.

18. The one or more non-transitory, machine-readable media of claim 17, wherein the end-user actions comprise implicit indicia of user preferences.

19. The one or more non-transitory, machine-readable media of claim 17, wherein the end-user actions comprise explicit indicia of user preferences.

20. The one or more non-transitory, machine-readable media of claim 19, wherein the end-user actions comprise the explicit indicia of user preferences comprises user selection of at least one user-selectable option of the one or more user-selectable options, wherein the user selection corresponds to an indication of interest in the first user and/or in the audio and video content rated by the first user.