Data collection and targeted advertising systems and methods
View Patent ↗Embodiments of a mobile device and server system are described. The mobile devices communicate with the server system and present targeted content, such as advertisements to the mobile device users. The content is targeted based on usage statistics stored on the server system which were previously collected from the mobile device. The server receives the usage statistics collected from the mobile device, makes inferences about preferences of users by tracking application and/or content usage behaviors of the users, generates recommendations for advertisements targeted toward the users of the mobile devices based on usage statistics; and transmits the recommendations to one or more of the mobile devices for presentation to the user(s).
1. A server system for collecting usage statistics and recommending targeted advertisements to a user of a mobile telecommunications device, the system comprising one or more processors adapted and programmed to:
receive usage statistics signed with a secret key from the user's mobile telecommunications device by tracking content usage of the user in accordance with a license associated with at least one piece of electronic content,
wherein the license is configured to be enforced by a digital rights management engine running on the mobile telecommunications device,
wherein the license comprises obligations that represent operations that the mobile telecommunications device must perform when use of the electronic content is requested, and
wherein the usage statistics include one or more types of events selected from the group consisting of: how many times advertisement is played, play/stop events, clicking on an advertisement, skipping forward and/or skipping back part of a content item or advertisement, voting for a content item, responding to a survey associated with a content item or advertisement with certain response, skipping a survey entirely, a content item was presented in its entirety, and application and/or content forwarding behaviors;
verify that the usage statistics signed with the secret key were received from the user's mobile telecommunications device;
classify, according to the usage statistics, the user of the mobile telecommunications device into one or more categories with varying degrees of affinity; and
recommend targeted advertisements for products and/or services based in part on the one or more categories into which the user of the mobile telecommunications device is classified.
2. The system of claim 1 , wherein recommending targeted advertisements is based in part upon one or more criteria chosen from the group consisting of: geographic location of the mobile telecommunications device, time of day, and demographic information of the user of the telecommunications device.
3. The system of claim 1 , wherein the one or more processors are further adapted and programmed to transmit a mobile device identifier to a first mobile telecommunications device and verify that received usage statistics originated from the first mobile telecommunications device based at least in part on an association of the mobile device identifier and the received usage statistics.
4. The system of claim 1 , wherein the mobile telecommunications device is only intermittently in communication with the server system.
5. A method for recommending targeted advertisements to a user of a mobile telecommunications device comprising:
receiving usage statistics signed with a secret key from the user's mobile telecommunications device by tracking content usage of the user in accordance with a license associated with at least one piece of electronic content,
wherein the license is configured to be enforced by a digital rights management engine running on the mobile telecommunications device,
wherein the license comprises obligations that represent operations that the mobile telecommunications device must perform when use of the electronic content is requested, and
wherein the usage statistics include one or more types of events selected from the group consisting of: how many times advertisement is played, play/stop events, clicking on an advertisement, skipping forward and/or skipping back part of a content item or advertisement, voting for a content item, responding to a survey associated with a content item or advertisement with certain response, skipping a survey entirely, a content item was presented in its entirety, and application and/or content forwarding behaviors;
verifying that the usage statistics signed with the secret key were received from the user's mobile telecommunications device;
classifying, according to the usage statistics, the user of the mobile telecommunications device into one or more categories with varying degrees of affinity; and
generating recommendations for targeted advertisements for products and/or services based in part on the one or more categories into which the user of the mobile telecommunications device is classified; and
transmitting the recommendations to the mobile telecommunications device.
6. The method of claim 5 , wherein the recommendations are further based in part on one or more criteria chosen from the group consisting of: geographic location of the mobile telecommunications device, time of day, and demographic information of the user of the telecommunications device.
7. The method of claim 5 , further comprising:
transmitting a mobile device identifier to a first mobile telecommunications device; and
verifying that certain received usage statistics originate from the first mobile telecommunications device based at least in part on an association of the mobile device identifier and the certain received usage statistics.
8. The method of claim 5 , wherein the mobile telecommunications device is only intermittently in communication with the server system.
9. A method for identifying a mobile telecommunications device for purposes of collecting usage statistics and recommending targeted advertising comprising:
transmitting a mobile device identifier from the server system to the mobile telecommunications device;
receiving usage statistics signed with a secret key from the user's mobile telecommunications device by tracking content usage of the user in accordance with a license associated with at least one piece of electronic content,
wherein the license is configured to be enforced by a digital rights management engine running on the mobile telecommunications device,
wherein the license comprises obligations that represent operations that the mobile telecommunications device must perform when use of the electronic content is requested, and
wherein the usage statistics include one or more types of events selected from the group consisting of: how many times advertisement is played, play/stop events, clicking on an advertisement, skipping forward and/or skipping back part of a content item or advertisement, voting for a content item, responding to a survey associated with a content item or advertisement with certain response, skipping a survey entirely, a content item was presented in its entirety, and application and/or content forwarding behaviors;
verifying that the received usage statistics originated from the mobile telecommunications device based at least in part on an association of the mobile device identifier, the secret key, and the received usage statistics;
classifying, according to the usage statistics, the user of the mobile telecommunications device into one or more categories with varying degrees of affinity;
generating recommendations for targeted advertisements for products and/or services based in part on the one or more categories into which the user of the mobile telecommunications device is classified; and
transmitting the recommendations to the mobile telecommunications device.
10. A server system for collecting usage statistics from a mobile telecommunications device comprising one or more processors adapted and programmed to:
transmit a mobile device identifier to a mobile telecommunications device;
receive usage statistics signed with a secret key from the user's mobile telecommunications device by tracking content usage of the user in accordance with a license associated with at least one piece of electronic content,
wherein the license is configured to be enforced by a digital rights management engine running on the mobile telecommunications device,
wherein the license comprises obligations that represent operations that the mobile telecommunications device must perform when use of the electronic content is requested, and
wherein the usage statistics include one or more types of events selected from the group consisting of: how many times advertisement is played, play/stop events, clicking on an advertisement, skipping forward and/or skipping back part of a content item or advertisement, voting for a content item, responding to a survey associated with a content item or advertisement with certain response, skipping a survey entirely, a content item was presented in its entirety, and application and/or content forwarding behaviors;
verify that the received usage statistics originated from the mobile telecommunications device based at least in part on an association of the mobile device identifier, the secret key, and the received usage statistics;
classify, according to the usage statistics, the user of the mobile telecommunications device into one or more categories with varying degrees of affinity;
recommend targeted advertisements for products and/or services based in part on the one or more categories into which the user of the mobile telecommunications device is classified; and
transmit the recommendations to the mobile telecommunications device.
11. The system of claim 10 , wherein the advertisements are targeted based in part upon one or more criteria chosen from the group consisting of: geographic location of the mobile telecommunications device, time of day, and demographic information of the user of the telecommunications device.
12. The system of claim 10 , wherein the mobile device identifier is acquired by the mobile telecommunications device using three or fewer exchange steps between the mobile telecommunications device and the server system.
13. A server system for collecting usage statistics and recommending targeted advertisements to a user of a mobile telecommunications device, the system comprising one or more processors adapted and programmed to:
transmit a mobile device identifier to the user's mobile telecommunications device and verify that received usage statistics originated from the user's mobile telecommunications device based at least in part on an association of the mobile device identifier and the received usage statistics;
receive usage statistics signed with a secret key from the user's mobile telecommunications device by tracking content usage of the user in accordance with a license associated with at least one piece of electronic content,
wherein the license is configured to be enforced by a digital rights management engine running on the mobile telecommunications device, and
wherein the license comprises obligations that represent operations that the mobile telecommunications device must perform when use of the electronic content is requested;
verify that the usage statistics signed with the secret key were received from the user's mobile telecommunications device;
classify, according to the usage statistics, the user of the mobile telecommunications device into one or more categories with varying degrees of affinity; and
recommend targeted advertisements for products and/or services based in part on the one or more categories into which the user of the mobile telecommunications device is classified.
14. The system of claim 13 , wherein recommending targeted advertisements is based in part upon one or more criteria chosen from the group consisting of: geographic location of the mobile telecommunications device, time of day, and demographic information of the user of the telecommunications device.
15. The system of claim 13 , wherein the mobile telecommunications device is only intermittently in communication with the server system.
16. A method for recommending targeted advertisements to a user of a mobile telecommunications device comprising:
transmitting a mobile device identifier to the user's mobile telecommunications device and verify that received usage statistics originated from the user's mobile telecommunications device based at least in part on an association of the mobile device identifier and the received usage statistics;
receiving usage statistics signed with a secret key from the user's mobile telecommunications device by tracking content usage of the user in accordance with a license associated with at least one piece of electronic content,
wherein the license is configured to be enforced by a digital rights management engine running on the mobile telecommunications device, and
wherein the license comprises obligations that represent operations that the mobile telecommunications device must perform when use of the electronic content is requested;
verifying that the usage statistics signed with the secret key were received from the user's mobile telecommunications device;
classifying, according to the usage statistics, the user of the mobile telecommunications device into one or more categories with varying degrees of affinity; and
generating recommendations for targeted advertisements for products and/or services based in part on the one or more categories into which the user of the mobile telecommunications device is classified; and
transmitting the recommendations to the mobile telecommunications device.
17. The method of claim 16 , wherein the recommendations are further based in part on one or more criteria chosen from the group consisting of: geographic location of the mobile telecommunications device, time of day, and demographic information of the user of the telecommunications device.
18. The method of claim 16 , wherein the mobile telecommunications device is only intermittently in communication with the server system.