Implicit mechanism for determining user response to media

• US 8,875,167 B2
• Filed: 09/21/2009
• Issued: 10/28/2014
• Est. Priority Date: 09/21/2009
• Status: Active Grant

• Current Assignee: TiVo Corporation (Adeia Inc.)
• Original Assignee: MobiTV Incorporated (Adeia Inc.)
• Inventors: Stiers, Todd, Ghoreichi, Carl
• Primary Examiner(s): EKPO, NNENNA NGOZI
• Application Number:
  US12/563,935
• Publication Number:
  US 20110072448A1
• Time in Patent Office: 1,863 Days
• Field of Search: 725/9, 725/10, 725/13, 725/14
• US Class Current: 725/10
• 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 21/44204 Monitoring of content usage, e.g. the number of times a movie has been viewed, copied or the amount which has been watched monitoring of user activities for profile generation for accessing a video database G06F16/739; protecting generic digital content where the protection is independent of the precise nature of the content G06F21/10; arrangements for monitoring the use made of the broadcast services in broadcast systems H04H60/31
• 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
• CPC Class Codes: H04N 7/17318 Direct or substantially direct transmission and handling of requests

Abstract

Mechanisms are provided for implicitly determining user response to media content. User response may include satisfaction, interest, and engagement levels. User response is determined implicitly by measuring channel switching, channel switching frequency, duration of viewing time, content duration, etc. in a linear or non-linear manner. In one example, the viewing duration evaluated with the media content duration to generate an interest factor. A relative interest factor for the media content is generated by referencing interest factors for the user for other pieces of media content for the user. User responses can be analyzed to determine user attention span, make content recommendations, deliver selected versions of content, customize advertising for a user, etc.

Claims

1. A method, comprising:

detecting a plurality of user initiated viewing events, each viewing event associated with a respective user viewing respective media content;

for each of the plurality of user initiated viewing events, detecting a respective user viewing termination event associated with the respective media content;

for each of the plurality of user initiated viewing events, determining a respective viewing duration for the respective media content, a respective total duration for the respective media content, and a respective designated content type for the media content by using a processor, the respective designated content type being one of a plurality of content types capable of being associated with the respective media content, the respective designated content type indicating a subject matter associated with the respective media content;

applying a first set of criteria to the designated content type associated with a first one of the viewing events, the first set of criteria indicating a first type of subject matter associated with the media content;

applying a second set of criteria to the designated content type associated with a second one of the viewing events, the second set of criteria indicating a second type of subject matter associated with the media content;

for each of the first and second viewing events, calculating a respective emotional response factor using the respective viewing duration and the respective total duration, wherein the respective emotional response factor is calculated using different functions depending on total duration and designated content type;

for each of the first and second viewing events, maintaining the respective emotional response factor with a respective identifier associated with the respective media content in a data storage device.

2. The method of claim 1, wherein the media content is associated with a plurality of tags.

3. The method of claim 2, wherein the plurality of tags include type and rating.

4. The method of claim 1, wherein the emotional response factor for the media content is compared to a plurality of emotional response factors for a plurality of pieces of media content for the user in order to determine a relative emotional response factor.

5. The method of claim 1, wherein the emotional response factor is used to generate media content recommendations.

6. The method of claim 5, wherein content similar to media content having high emotional response ratings is presented in media content recommendations.

7. The method of claim 1, wherein the emotional response factor is used to select user specific advertising.

8. The method of claim 7, wherein advertising associated with media content having high emotional response ratings is presented to the user.

9. The method of claim 1, wherein an attention span indicator is generated for the user.

10. The method of claim 9, wherein a short attention span determination is used to provide shortened clips and commercials to the user.

11. The method of claim 9, wherein a long attention span determination is used to provide more in depth clips and commercials to the user.

12. A system, comprising:

an interface to detect a plurality of user initiated viewing events each associated with a respective user viewing respective media content as well as a plurality of user viewing termination events associated with the respective media content;

a processor to determine, for each of the plurality of user initiated viewing events, a respective viewing duration for the media content, a respective total duration for the media content, and a respective designated content type for the media content and calculate a respective emotional response factor using the respective viewing duration and the respective total duration, wherein the respective designated content type is one of a plurality of content types capable of being associated with the respective media content, wherein the respective designated content type indicates a respective subject matter associated with the respective media content, wherein the respective emotional response factor is calculated using different functions depending on total duration and designated content type, wherein the processor is further configured to apply a first set of criteria to the designated content type associated with a first one of the viewing events and apply a second set of criteria to the designated content type associated with a second one of the viewing events, the first set of criteria indicating a first type of subject matter associated with the media content and the second set of criteria indicating a second type of subject matter associated with the media content;

data storage to maintain, for each of the first and second viewing events, the respective emotional response factor with a respective identifier associated with the respective media content.

13. The system of claim 12, wherein the media content is associated with a plurality of tags.

14. The system of claim 13, wherein the plurality of tags include type and rating.

15. The system of claim 12, wherein the emotional response factor for the media content is compared to a plurality of emotional response factors for a plurality of pieces of media content for the user in order to determine a relative emotional response factor.

16. The system of claim 12, wherein the emotional response factor is used to generate media content recommendations.

17. The system of claim 16, wherein content similar to media content having high emotional response ratings is presented in media content recommendations.

18. The system of claim 12, wherein the emotional response factor is used to select user specific advertising.

19. The system of claim 18, wherein advertising associated with media content having high emotional response ratings is presented to the user.

20. A non-transitory computer readable storage medium recorded with a computer readable program for making a computer execute a method of processing information, the method comprising:

detecting a plurality of user initiated viewing events, each viewing event associated with a respective user viewing respective media content;

detecting, for each of the plurality of user initiated viewing events, a respective user viewing termination event associated with the respective media content;

determining, for each of the plurality of user initiated viewing events, a respective viewing duration for the respective media content, a respective total duration for the respective media content, and a respective designated content type for the media content by using a processor, the respective designated content type being one of a plurality of content types capable of being associated with the respective media content, the respective designated content type indicating a subject matter associated with the respective media content;

applying a first set of criteria to the designated content type associated with a first one of the viewing events, the first set of criteria indicating a first type of subject matter associated with the media content;

applying a second set of criteria to the designated content type associated with a second one of the viewing events, the second set of criteria indicating a second type of subject matter associated with the media content;

calculating, for each of the first and second viewing events, a respective emotional response factor using the respective viewing duration and the respective total duration, wherein the respective emotional response factor is calculated using different functions depending on total duration and designated content type;

maintaining, for each of the first and second viewing events, the respective emotional response factor with a respective identifier associated with the respective media content.