Expected activity of a user
Methods, systems, and apparatus, including computer programs encoded on a computer-readable storage medium, for serving content to a user. A method includes: receiving a request for content from a user, the content to be displayed in a slot associated with an online resource; determining an expected activity score for the user based at least in part on one or more criteria associated with a context of presenting the online resource to the user; comparing the expected activity score for the user to a threshold; selecting one or more content items to serve to the user based at least in part on the comparison; and serving the selected content items to the user responsive to the request.
1. A computer implemented method comprising:
providing a user interface to a content sponsor, including providing a control, that when selected, enables presentation of content from the campaign to users that have achieved a level of activity that meets a pre-specified level of activity over a specified period of time;
receiving a request for content from a user, the content to be displayed in a slot of a resource;
determining, by one or more processors, a level of activity achieved by the user based on historical activity of the user over the specified period of time that is stored in an activity information data store;
comparing, by one or more processors, the level of activity achieved by the user over the specified period of time to the pre-specified level of activity;
selecting, by one or more processors, one or more content items to serve to the user based at least in part on the comparison revealing that the level of activity achieved by the user meets the pre-specified level of activity; and
serving the selected content items to the user responsive to the request.
2. The method of claim 1 , wherein the level of activity is determined based on a number of interactions by the user versus a number of opportunities for interaction in the specified period of time.
3. The method of claim 1 , wherein the specified period of time is a recent time period, from a present point in time back a pre-defined amount of time in the past.
4. The method of claim 1 , wherein the pre-specified level of activity is determined based on user interactions of other users that are similar to the user.
5. The method of claim 1 , wherein the pre-specified level of activity corresponds to an average level of activity determined for multiple users.
6. The method of claim 1 , wherein action-soliciting content is served to the user when the level of activity achieved by the user meets the pre-specified level of activity.
7. The method of claim 1 , wherein informative content is served to the user when the level of activity achieved by the user does not meet the pre-specified level of activity.
8. A computer program product tangibly embodied in a computer-readable storage device and comprising instructions that, when executed by a processor, cause the processor to:
provide a user interface to a content sponsor, including providing a control, that when selected, enables presentation of content from the campaign to users that have achieved a level of activity that meets a pre-specified level of activity over a specified period of time;
receive a request for content from a user, the content to be displayed in a slot of a resource;
determine, by one or more processors, a level of activity achieved by the user based on historical activity of the user over the specified period of time that is stored in an activity information data store;
compare, by one or more processors, the level of activity achieved by the user over the specified period of time to the pre-specified level of activity;
select, by one or more processors, one or more content items to serve to the user based at least in part on the comparison revealing that the level of activity achieved by the user meets the pre-specified level of activity; and
serve the selected content items to the user responsive to the request.
9. The computer program product of claim 8 , wherein the level of activity is determined based on a number of interactions by the user versus a number of opportunities for interaction in the specified period of time.
10. The computer program product of claim 8 , wherein the specified period of time is a recent time period, from a present point in time back a pre-defined amount of time in the past.
11. The computer program product of claim 8 , wherein the pre-specified level of activity is determined based on user interactions of other users that are similar to the user.
12. The computer program product of claim 8 , wherein the pre-specified level of activity corresponds to an average level of activity determined for multiple users.
13. The computer program product of claim 8 , wherein action-soliciting content is served to the user when the level of activity achieved by the user meets the pre-specified level of activity.
14. The computer program product of claim 8 , wherein informative content is served to the user when the level of activity achieved by the user does not meet the pre-specified level of activity.
15. A system comprising:
one or more computers and one or more storage devices storing instructions that are operable, when executed by the one or more computers, to cause the one or more computers to perform operations comprising:
providing a user interface to a content sponsor, including providing a control, that when selected, enables presentation of content from the campaign to users that have achieved a level of activity that meets a pre-specified level of activity over a specified period of time;
receiving a request for content from a user, the content to be displayed in a slot of a resource;
determining, by one or more processors, a level of activity achieved by the user based on historical activity of the user over the specified period of time that is stored in an activity information data store;
comparing, by one or more processors, the level of activity achieved by the user over the specified period of time to the pre-specified level of activity;
selecting, by one or more processors, one or more content items to serve to the user based at least in part on the comparison revealing that the level of activity achieved by the user meets the pre-specified level of activity; and
serving the selected content items to the user responsive to the request.
16. The system of claim 15 , wherein the level of activity is determined based on a number of interactions by the user versus a number of opportunities for interaction in the specified period of time.
17. The system of claim 15 , wherein the specified period of time is a recent time period, from a present point in time back a pre-defined amount of time in the past.
18. The system of claim 15 , wherein the pre-specified level of activity is determined based on user interactions of other users that are similar to the user.
19. The system of claim 15 , wherein the pre-specified level of activity corresponds to an average level of activity determined for multiple users.
20. The system of claim 15 , wherein action-soliciting content is served to the user when the level of activity achieved by the user meets the pre-specified level of activity.