Systems and methods for selecting components for inclusion in portions of a displayable file

• US 10,289,724 B2
• Filed: 01/05/2015
• Issued: 05/14/2019
• Est. Priority Date: 05/18/2010
• Status: Active Grant

• Current Assignee: Amazon Technologies, Inc. (Amazon.com, Inc.)
• Original Assignee: Amazon Technologies, Inc. (Amazon.com, Inc.)
• Inventors: Lounsbury, Brett E., Minter, Samuel A., Shanbhag, Vishal M., Slosberg, Jeffrey B., Bryc, Michal M., Lloyd, Daniel B., Mate, Joseph Steven, Cao, Tri M., Ivie, Stephen B.
• Primary Examiner(s): Kumar, Anil N
• Application Number:
  US14/589,752
• Publication Number:
  US 20150120761A1
• Time in Patent Office: 1,590 Days
• CPC Class Codes: G06F 16/24578 using ranking
• CPC Class Codes: G06F 3/04842 Selection of displayed objects or displayed text elements G06F3/0482 takes precedence
• CPC Class Codes: G06Q 30/02 Marketing; Price estimation or determination; Fundraising

Abstract

Systems and methods are provided for selecting components to include in portions of a displayable file. Selecting the components may include determining an order of the components for each portion of the displayable file. The components'"'"' order for a given portion may be based on a score for each component, where a component'"'"'s score is based on an estimated value and standard error associated with the component. The component to include in each portion of the displayable file may be selected based at least in part on the determined component order for each portion and a predetermined priority of each portion.

Claims

1. A computer-implemented method comprising:

as implemented by a computing device configured with specific executable instructions,

for individual portions of a displayable file that includes two or more portions, the individual portions including at least a first portion of the displayable file and a second portion of the displayable file;

determining scores for individual code modules of a plurality of code modules based at least in part on values associated with the individual code module, wherein individual ones of the plurality of code modules are configured to dynamically select an item for display, and wherein the value associated with an individual code module is based at least in part on previous user interactions with content previously selected for display by execution of the code module;

determining an order of the plurality of code modules with respect to the portion of the displayable file, wherein the order is determined based at least in part on the determined scores, wherein a first order of the plurality of code modules determined with respect to the first portion of the displayable file is different than a second order of the plurality of code modules determined with respect to the second portion of the displayable file; and

selecting a code module to select an item for display in the portion of the displayable file based at least in part on the determined order of the plurality of code modules with respect to the portion of the displayable file, wherein the code module selected for the portion of the displayable file is a highest ordered code module not previously selected for another portion of the displayable file that has a higher predetermined priority than the portion;

generating the displayable file, wherein generating the displayable file comprises including, in each of the individual portions of the displayable file, an item selected for display by execution of the code module selected for the individual portion of the displayable file; and

sending the displayable file to a second computing device for display.

2. The computer-implemented method of claim 1, wherein the score for an individual code module of the plurality of code modules is determined based at least in part on the value associated with the individual code module and a standard error associated with the value.

3. The computer-implemented method of claim 2, wherein determining the score for an individual code module of the plurality of code modules comprises selecting a normally distributed number based at least in part on the value associated with the individual code module and the standard error associated with the value.

4. The computer-implemented method of claim 1, wherein the value associated with an individual code module represents how often the code module has been effective when the code module has displayed content in a displayable file.

5. The computer-implemented method of claim 4, wherein an individual code module is considered effective when a user selects content displayed by the code module.

6. The computer-implemented method of claim 4, wherein an individual code module is considered effective when a user purchases an item displayed by the code module.

7. The computer-implemented method of claim 4, wherein the value associated with an individual code module is determined based at least in part on previous user behavior with respect to content previously displayed by the code module in a portion of a displayable file.

8. The computer-implemented method of claim 1, wherein the value associated with an individual code module is also associated with a context in which the displayable file is requested.

9. The computer-implemented method of 8, wherein the context is based at least in part on a displayable file previously viewed by a user requesting the displayable file.

10. A system comprising:

a data store configured to store at least a plurality of code modules, wherein individual ones of the plurality of code modules are configured to dynamically select an item for display, wherein individual ones of the plurality of code modules are associated with values based at least in part on previous user interactions with content previously selected for display by execution of the code module; and

a computing system, comprising a computing device that includes a processor, the computing system in communication with the data store and configured to at least;

for individual portions of a displayable file that includes two or more portions, the individual portions including at least a first portion of the displayable file and a second portion of the displayable file;

determine a score for individual code modules of the plurality of code modules based at least in part on the values associated with the individual code modules;

determine an order of the plurality of code modules with respect to the portion of the displayable file, wherein the order is determined based at least in part on the determined scores, wherein a first order of the plurality of code modules determined with respect to the first portion of the displayable file is different than a second order of the plurality of code modules determined with respect to the second portion of the displayable file; and

select a code module to select an item for display in the portion of the displayable file based at least in part on the determined order of the plurality of code modules with respect to the portion of the displayable file, wherein the code module selected for the portion of the displayable file is a highest ordered code module not previously selected for another portion of the displayable file;

generate the displayable file, wherein generating the displayable file comprises including, in each of the individual portions of the displayable file, an item selected for display by execution of the code module selected for the individual portion of the displayable file; and

send the displayable file to a second computing device for display.

11. The system of claim 10, wherein the order of the plurality of code modules with respect to the portion of the displayable file comprises a ranked list of identifiers, wherein individual identifiers in the ranked list of identifiers identify different code modules of the plurality of code modules.

12. The system of claim 10, wherein the value associated with an individual code module represents how often the code module has been effective when the code module has displayed content in a displayable file.

13. The system of claim 12, wherein the code module is considered effective when a user selects content displayed by the code module.

14. The system of claim 12, wherein the code module is considered effective when a user purchases an item displayed by the code module.

15. A non-transitory computer-readable medium storing computer-executable instructions that, when executed by a computer system, configure the computer system to perform operations comprising:

for individual portions of a displayable file that includes two or more portions, the individual portions including at least a first portion of the displayable file and a second portion of the displayable file;

determining scores for individual code modules of a plurality of code modules based at least in part on values associated with the individual code module, wherein individual ones of the plurality of code modules are configured to dynamically select an item for display, and wherein the value associated with an individual code module is based at least in part on previous user interactions with content previously selected for display by execution of the code module;

determining an order of the plurality of code modules with respect to the portion of the displayable file, wherein the order is determined based at least in part on the determined scores, wherein a first order of the plurality of code modules determined with respect to the first portion of the displayable file is different than a second order of the plurality of code modules determined with respect to the second portion of the displayable file; and

selecting a code module to select an item for display in the portion of the displayable file based at least in part on the determined order of the plurality of code modules with respect to the portion of the displayable file, wherein the code module selected for the portion of the displayable file is a highest ordered code module not previously selected for another portion of the displayable file;

generating the displayable file, wherein generating the displayable file comprises including, in each of the individual portions of the displayable file, an item selected for display by execution of the code module selected for the individual portion of the displayable file; and

sending the displayable file to a computing device for display.

16. The non-transitory computer-readable medium of claim 15, wherein the value associated with an individual code module represents how often users have selected content displayed by the code module.

17. The non-transitory computer-readable medium of claim 15, wherein the value associated with an individual code module represents how often users have purchased an item displayed by the code module.

18. The non-transitory computer-readable medium of claim 15, wherein the value associated with an individual code module is determined based at least in part on previous user behavior with respect to content previously selected for display by the code module.