Identifying highly valued recommendations of users in a media recommendation network

• US 9,224,150 B2
• Filed: 12/18/2007
• Issued: 12/29/2015
• Est. Priority Date: 12/18/2007
• Status: Expired due to Fees

• Current Assignee: Concert Technology Corporation
• Original Assignee: Napo Enerprises, LLC (Concert Technology Corporation)
• Inventors: Black, Gary W.
• Primary Examiner(s): EDWARDS, LINGLAN E
• Application Number:
  US11/958,600
• Publication Number:
  US 20090157795A1
• Time in Patent Office: 2,933 Days
• Field of Search: 709/202
• US Class Current: 1/1
• CPC Class Codes: G06Q 10/10 Office automation; Time management
• CPC Class Codes: G06Q 30/02 Marketing; Price estimation or determination; Fundraising
• CPC Class Codes: G06Q 50/01 Social networking
• CPC Class Codes: H04L 51/52 for supporting social networking services
• CPC Class Codes: H04L 65/60 Network streaming of media packets
• CPC Class Codes: H04L 67/10 in which an application is distributed across nodes in the network software deployment G06F8/60; multiprogramming arrangements G06F9/46
• CPC Class Codes: H04L 67/306 User profiles
• CPC Class Codes: H04L 67/535 Tracking the activity of the user network monitoring arrangements H04L43/00; recording of computer activity G06F11/34

Abstract

A system and method are provided for discovering new friends using recommendation paths in a media recommendation network. In general, media items are recommended among users in a media recommendation network. Use of media items by the users is monitored. If the use of a media item by a user exceeds a threshold, a determination is made as to whether the media item was recommended to the user. If so, that recommendation is identified as a highly valued recommendation for that user. Thereafter, when the user desires to identify new friends from which to receive recommendations and to which to send recommendations, a recommendation path for the highly valued recommendation is identified. Users in the recommendation path that are not already friends of the user are identified as potential new friends for the user.

Claims

1. A method for operating a server comprising:

receiving a notification of playback of a media item from a device wherein the playback of the media item is based on a media item recommendation received by the device;

determining whether the playback count of the media item is greater than a threshold;

designating the media item recommendation as a highly valued recommendation if the playback count of the media item is greater than the threshold; and

discovering a second user account in the social network using a recommendation path for a highly valued recommendation by;

identifying the recommendation path for the highly valued recommendation of the media item recommendation, where in the recommendation path comprises an originating user account in the social network and at least one intermediate user account in the social network through which the recommendation was propagated to the first user account;

determining that one of the originating user account and the at least one intermediate user account is not already linked to the first user account; and

identifying the one of the originating user account and the at least one intermediate user account that is not already linked to the first user account as the second user account.

2. A system comprising components including:

a server comprising;

a server network communication interface for communicating over a network with a plurality of devices;

at least one server processor; and

server software containing software executable by the at least one server processor whereby the server is operative to

receive a notification of the playback of a media item from a device of the plurality of devices, wherein the playback of the media item is based on a media item recommendation received by the device of the plurality of the devices for a first user account;

determine whether a playback count of the media item is greater than a threshold;

designate the media item recommendation as a highly valued recommendation if the playback count of the media item is greater than the threshold; and

discover a second user account in the social network using a recommendation path for a highly valued recommendation by;

identifying the recommendation path for the highly valued recommendation of the media item recommendation, where in the recommendation path comprises an originating user account in the social network and at least one intermediate user account in the social network through which the recommendation was propagated to the first user account;

determining that one of the originating user account and the at least one intermediate user account is not already linked to the first user account; and

identifying the one of the originating user account and the at least one intermediate user account that is not already linked to the first user account as the second user account;

and

the device of the plurality of devices comprising;

a device network communication interface for communicating over the network with the server;

at least one processor; and

memory containing software executable by the at least one processor whereby the device is operative to;

receive the media item recommendation for the media item;

playback the media item; and

send a notification of the playback of the media item to the server.

3. The system of claim 2, wherein the first user account is associated with a social network comprising the first user account and a third user account and wherein the first user account and the third user account are linked by at least one relationship.

4. The system of claim 3, wherein the at least one relationship is a friend relationship.

5. The system of claim 3, wherein the social network is a media recommendation network wherein the first user account sends media item recommendations to the third user account and the third user account sends media item recommendations to the first user account.

6. The system of claim 2 wherein to discover the second user account, the server is further operative to:

provide information identifying the third user account to the first user account at the device; and

enable the linking of the first and third user accounts by at least one relationship.

7. The system of claim 2 wherein to identify the originating user account and the at least one intermediate user account that is not already linked to the first user account as the potential second user account, the server is operable to compare the user profile of the first user to the user profile of at least the originating user account and intermediate user accounts.

8. The system of claim 2 wherein the server is further operative to increment the playback count in response to receiving the notification.

9. A method of operating a server comprising:

receiving, from a device, a notification of the receipt of a media item recommendation for a media item by the device;

determining whether the recommendation count of the media item is greater than a threshold;

designating the media item recommendation as a highly valued recommendation if the recommendation count of the media item is greater than the threshold; and

discovering a second user account in the social network using a recommendation path for a highly valued recommendation by;

identifying the recommendation path for the highly valued recommendation of the media item recommendation, where in the recommendation path comprises an originating user account in the social network and at least one intermediate user account in the social network through which the recommendation was propagated to the first user account;

determining that one of the originating user account and the at least one intermediate user account is not already linked to the first user account; and

identifying the one of the originating user account and the at least one intermediate user account that is not already linked to the first user account as the second user account.

10. A system comprising components including:

a server comprising;

a server network communication interface;

at least one server processor in communication with the network communication interface; and

server memory containing software executable by the at least one server processor whereby the server is operative to;

receive, from a device, a notification of the receipt of a media item recommendation for a media item by the device for a first user account;

determine whether the recommendation count of the media item is greater than a threshold;

designate the media item recommendation as a highly valued recommendation if the recommendation count of the media item is greater than the threshold;

discover a second user account in the social network using a recommendation path for a highly valued recommendation by;

identifying the recommendation path for the highly valued recommendation of the media item recommendation, where in the recommendation path comprises an originating user account in the social network and at least one intermediate user account in the social network through which the recommendation was propagated to the first user account;

determining that one of the originating user account and the at least one intermediate user account is not already linked to the first user account; and

identifying the one of the originating user account and the at least one intermediate user account that is not already linked to the first user account as the second user account;

and

the device comprising;

a network communication interface adapted to establish communication with the hardware server;

at least one processor; and

memory containing software executable by the at least one processor whereby the device is operative to;

receive the media item recommendation for the media item; and

send the notification of the receipt of the media item recommendation to the server.

11. The system of claim 10, wherein the first user account is associated with a social network comprising the first user account and a third user account and wherein the first user account and the third user account are linked by at least one relationship.

12. The system of claim 11, wherein the at least one relationship is a friend relationship.

13. The system of claim 11, wherein the social network is a media recommendation network wherein the first user account sends media item recommendations to the third user account and the third user account sends media item recommendations to the first user account.

14. The system of claim 10 wherein to discover the second user account, the server is further operable to:

provide information identifying the third user account to the first user account at the device; and

enable the linking of the first and third user accounts by at least one relationship.

15. The system of claim 10 wherein to identify the originating user account and the at least one intermediate user account that is not already linked to the first user account as the potential second user account, the server is operable to compare the user profile of the first user to the user profile of at least the originating user account and the at least one intermediate user account.

16. The system of claim 10 wherein the server is further operative to increment the recommendation count in response to receiving the notification.