USER DEVICE SIDE PREDICTED PERFORMANCE MEASURE ADJUSTMENTS

• US 20150278687A1
• Filed: 12/11/2012
• Published: 10/01/2015
• Est. Priority Date: 12/11/2012
• Status: Abandoned Application

• Current Assignee: Google LLC (Alphabet Inc.)
• Original Assignee: David W. Sculley II
• Inventors: Sculley, David W. II, Skelley, Alan Ramsay, Hrafnkelsson, Arnar Mar
• Application Number:
  US13/710,914
• Publication Number:
  US 20150278687A1
• Time in Patent Office: Days
• US Class Current: 1/1
• CPC Class Codes: G05B 13/00 Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion G05B19/00 takes precedence
• CPC Class Codes: G06N 5/025 Extracting rules from data
• CPC Class Codes: G06Q 30/0255 based on user history

Abstract

Methods, and systems, including computer programs encoded on computer-readable storage mediums, including a method for providing to a user device a rule set specifying adjustments to be made by the user device to predicted performance measures of content items presented by the user device. The method includes receiving a content item request from a user device for content items, the user device being associated with a user device identifier; determining content items responsive to the content item request, each of the content items have a predicted performance measure; identifying a rule set specifying adjustments to be performed by the user device to the predicted performance measures of the determined content items in response to particular user interactions with the determined content items when presented on the user device; and providing the determined content items and the rule set to the user device in response to the content item request.

Claims

1. A method comprising:

receiving a content item request from a user device for content items to be presented on the user device, the user device being associated with a user device identifier;

determining, by one or more data processors, content items responsive to the content item request, wherein each of the content items have a stored predicted performance measure;

identifying, by the one or more data processors and based at least in part on the user device identifier and a subject matter of the content item request, a rule set specifying adjustments to be performed, by the user device, to the predicted performance measures of the determined content items in response to particular user interactions with the determined content items when presented on the user device; and

providing, by the one or more data processors, in response to the content item request, and to the user device, a response that includes the determined content items, the stored predicted performance measures for the determined content items, and instructions that cause the user device to adjust, according to the rule set, the stored predicted performance measure of a first content item from the determined content items in response to user interaction with a second content item from the determined content items.

2. The method of claim 1, further comprising:

receiving, by the one or more data processors in response to user interaction with one of the determined content items, predicted performance measure adjustments for the determined content items from the user device; and

updating, by the one or more data processors, the stored predicted performance measures of the determined content items based at least in part on the predicted performance measure adjustments.

3. The method of claim 2, wherein receiving predicted performance measure adjustments comprises:

receiving the predicted performance measure adjustments in response to user selection of one of the determined content items, and wherein the predicted performance measure adjustments are received in response to the user selection of the one of the determined content items without data specifying the user selection.

4. The method of claim 2, further comprising:

adjusting costs, based at least in part on the predicted performance measure adjustments, to content sponsors of the determined content items for providing the determined content items to the user device in response to the content item request.

5. The method of claim 1, wherein the particular user interactions comprise at least one of user interactions resulting in cursor movements, font sizing, window sizing, or tabbing.

6. The method of claim 1, wherein a weight of at least one of the adjustments varies based on a level of a corresponding user interaction.

7. The method of claim 6, wherein the level of the corresponding user interaction is a measure of a duration of the corresponding user interaction.

8. The method of claim 1, wherein the adjustments comprise adjustments to one or more of pricing, layout, display treatments, or selection changes of the determined content items.

9. The method of claim 1, further comprising:

generating the rule set based at least in part on the user device identifier and a subject matter of the content item request.

10. The method of claim 1, further comprising:

in response to providing the instructions, receiving effectiveness data from the user device indicating an effectiveness of one or more rules from the rule set without receiving data specifying the user interaction with the second content item.

11. A method comprising:

receiving a content item request from a user device for content items to be presented on the user device, the user device being associated with a user device identifier;

determining, by one or more data processors, content items responsive to the content item request;

generating, based at least in part on the user device identifier and a subject matter of the content item request, a rule set specifying a first action of changing a display of a given content item from the determined content items during a display of the given content item and in response to user interaction with a different content item from the determined content items; and

providing, to the user device and in response to the content item request, the determined content items and instructions that cause the user device to change, according to the rule set, the display of the given content item in response to user interaction with the different content item.

14. The method of claim 11, wherein the rule set specifies a second action of replacing the different content item with a previously un-displayed content item from the determined content items in response to a user interaction with the given content item, such that after the replacement the different content item is not displayed with the given content item and the previously un-displayed determined content item is displayed with the given content item.

15. The method of claim 11, wherein the rule set specifies a third action of removing any displayed determined content items in response to a user not interacting with the determined content items within a specified amount of time.

16. The method of claim 11, wherein the rule set specifies a fourth action of adjusting a predicted performance measure for each of the determined content items that are in display slots below a display fold following user resizing of a display window.

17. The method of claim 11, wherein the rule set specifies a fifth action of applying display treatments to the given content item.

12-13. -13. (canceled)

18. A method comprising:

providing, by a user device, a content item request to a content item provider for content items to be presented with a resource;

receiving, at the user device, content items and a rule set in response to the content item request, the rule set specifying one or more pre-determined user device responses to particular user interactions with a first content item from the content items, the one or more pre-determined user device responses including a first action of changing a display of a different content item from the content items in response to user interaction with the first content item;

detecting, during a display of the first content item and by the user device, a particular user interaction with the first content item that triggers the first action; and

performing, in response to detecting the particular user interaction and by the use device, the first action on the different content item to change a display of the different content item during the display of the first content item and a different content item.

19. The method of claim 18, wherein the particular user interactions comprise at least one of user interactions resulting in cursor movements, font sizing, window sizing, or tabbing.

20. A system comprising:

one or more data processors; and

instructions stored on a computer-readable storage apparatus that when executed by the one or more data processors cause the one or more data processors to perform operations comprising;

receiving a content item request from a user device for content items to be presented on the user device, the user device being associated with a user device identifier;

determining content items responsive to the content item request, wherein each of the content items have a stored predicted performance measure;

identifying, based at least in part on the user device identifier and a subject matter of the content item request, a rule set specifying adjustments to be performed by the user device to the predicted performance measures of the determined content items in response to particular user interactions with the determined content items when presented on the user device; and

providing, in response to the content item request and to the user device, a response that includes the determined content items, the stored predicted performance measures for the determined content items, and instructions that cause the user device to adjust, according to the rule set, the stored predicted performance measure of a first content item from the determined content items in response to user interaction with a second content item from the determined content items.