Use of behavioral portraits in the conduct of e-commerce

• US 10,445,764 B2
• Filed: 08/11/2015
• Issued: 10/15/2019
• Est. Priority Date: 02/01/2007
• Status: Active Grant

• Current Assignee: III Holdings 4, LLC
• Original Assignee: III Holdings 4, LLC
• Inventors: Pokorney, Trevor, Minnis, William Charles, Nagaitis, Mark
• Primary Examiner(s): Ludwig, Peter
• Application Number:
  US14/824,069
• Publication Number:
  US 20160071143A1
• Time in Patent Office: 1,526 Days
• CPC Class Codes: G06F 16/9535 Search customisation based on user profiles and personalisation
• CPC Class Codes: G06Q 30/02 Marketing; Price estimation or determination; Fundraising
• CPC Class Codes: G06Q 30/0201 Market modelling; Market analysis; Collecting market data
• CPC Class Codes: G06Q 30/0244 Optimization
• CPC Class Codes: G06Q 30/0255 based on user history
• CPC Class Codes: G06Q 30/0269 based on user profile or attribute
• CPC Class Codes: G06Q 30/0641 Shopping interfaces
• 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 method is provided for determining a website user behavioral portrait based on navigation on the website and dynamically reconfiguring web pages based on those portraits. In accordance with the method, data relating to the progress of a user through a website is recorded, and an ongoing behavioral portrait of the user is built based on the data. The portrait is then used to dynamically reconfigure web content.

Claims

1. A method, comprising:

generating, by a system comprising a processor, click stream data in response to interactions with a web site comprising a web page, the click stream data representing a navigation path through the web site facilitated by the interactions and comprising at least one search query for a specific product and at least one selection of a customer review web page that displays a product review by a customer;

creating, by the system, behavioral portrait data associated with a user based on the click stream data, the behavioral portrait data comprising at least a decision-making attribute that defines a manner in which a product buying decision is made by the user;

in response to determining that the click stream data indicates submission of a search query, of the at least one search query, increasing, by the system, an attribute value for the decision-making attribute;

in response to determining that the click stream data indicates a selection, of the at least one selection of the customer review web page, decreasing, by the system, the attribute value for the decision-making attribute, wherein the increasing and the decreasing yield a net attribute value;

modifying, by the system, a format of content of the web page based on a determination of whether the net attribute value is greater than or less than zero to yield modified web content, wherein the modifying comprises at least changing a font of an item of the content; and

facilitating, by the system, displaying the web page comprising the modified web content via a client device.

2. The method of claim 1, further comprising determining, by the system, a fee directed to a provider of the web site based on the modified web content.

6. The method of claim 2, further comprising:

generating, by the system, business lead information based on the behavioral portrait data.

7. The method of claim 6, further comprising assessing, by the system, another fee to the provider of the web site based on the business lead information.

10. The method of claim 2, wherein the determining the fee comprises determining the fee based on a number of web pages, including the web page, that are subject to the modifying.

11. The method of claim 2, wherein the determining the fee comprises determining the fee based on a number of web pages, including the web page, resulting from the modified web content that are displayed on the web site.

12. The method of claim 1, wherein the creating the behavioral portrait data comprises updating the behavioral portrait data as additional click stream data is received and as a function of the additional click stream data.

13. The method of claim 7, further comprising distributing, by the system, information specifying the fee to a first entity associated with creation of the behavioral portrait data and a second entity association with generation of the business lead information.

14. The method of claim 1, wherein the modifying further comprises rearranging content of the web page.

15. The method of claim 1, wherein the modifying comprises changing the item of the content to a bold typeface.

16. The method of claim 1, wherein the modifying further comprises repositioning the item of the content higher on the web page relative to another item of the content.

17. The method of claim 1, wherein the modifying further comprises collapsing a portion of the content.

18. The method of claim 1, wherein the creating the behavioral portrait data comprises creating the behavioral portrait data to define a psychological trait relating to at least one of a preferred decision-making approach, a motivation for making a purchase, and a preferred manner of viewing information.

3. A method, comprising:

generating, by a system comprising a processor in response to interactions with a web page of a website during an online session, click stream data representing the interactions, the interactions including at least one submission of a search query for a product identifier and at least one selection of a customer recommendation web page;

creating behavioral portrait information, based on the click stream data, wherein the behavioral portrait information comprises at least a decision-making attribute representing a decision-making approach to purchasing a product;

in response to detecting, based on the click stream data, a submission of the at least one submission of the search query, increasing, by the system, an attribute value of the decision-making attribute;

in response to detecting, based on the click stream data, a selection of the at least one selection of the customer recommendation web page, decreasing, by the system, the attribute value of the decision-making attribute, wherein the increasing and the decreasing result in a net attribute value; and

modifying, by the system, a format of content of the web page based on a determination of whether the net attribute value is greater than or less than zero, wherein the modifying results in modified content, and the modifying comprises modifying a font of an item of the content; and

rendering, by the system, the web page including the modified content on a client device.

8. The method of claim 3, further comprising:

providing, by the system, the behavioral portrait information to a business entity device; and

assessing, by the system, a fee to a business entity associated with the business entity device based on acceptance by the business entity of the behavioral portrait information.

19. The method of claim 8, further comprising:

generating, by the system, business lead information based on the behavioral portrait information; and

assessing, by the system, another fee to the business entity based on the business lead information.

20. The method of claim 19, wherein the assessing the other fee comprises assessing the other fee based on an acceptance of the business lead information by the business entity.

21. The method of claim 19, further comprising apportioning, by the system, at least one of the fee or the other fee among a first entity associated with creation of the behavioral profile information and a second entity associated with creation of the business lead information.

22. The method of claim 19, wherein the behavioral portrait information and the business lead information are provided by a same entity.

23. The method of claim 19, wherein the fee is based on a value of at a sale made by the business entity based on the business lead information.

24. The method of claim 3, wherein the modifying comprises rearranging the content of the web page.

25. The method of claim 24, wherein the rearranging comprises moving a selected item of the content to a higher position on the web page relative to another item of the content.

26. The method of claim 3, wherein the modifying further comprises at least one of collapsing or expanding a section of the content.

27. The method of claim 3, wherein the modifying comprises increasing a font size of the item of the content.

4. A non-transitory computer-readable medium having stored thereon executable instructions that, in response to execution, cause a system comprising a processor to perform operations, comprising:

creating click stream data in response to interactions with a web site including a web page, wherein the click stream data represents a recorded navigation path through the web site and comprises at least one submission of a search query for a specific product and at least one selection of a customer review web page that displays a customer product review;

creating behavioral portrait data associated with a user based on the click stream data, wherein the behavioral portrait data comprises at least a decision-making attribute that defines a manner of making a product buying decision;

in response to determining that the click stream data indicates a submission, of the at least one submission of the search query, increasing an attribute value for the decision-making attribute;

in response to determining that the click stream data indicates a selection, of the at least one selection of a customer review web page, decreasing the attribute value for the decision-making attribute, wherein the increasing and the decreasing yield a net attribute value for the decision-making attribute;

modifying a format of content of the web page of the web site based on a determination of whether the net attribute value of the decision-making attribute is greater than or less than zero, wherein the modifying yields modified web content and comprises at least changing a font of an item of the content; and

displaying the web page including the modified web content on a client device.

5. The non-transitory computer-readable medium of claim 4, wherein the modifying further comprises repositioning the item of the content higher on the web page relative to another item of the content.

9. The non-transitory computer-readable medium of claim 4, wherein the operations further comprise determining a fee directed to a provider of the web site based on the modifying.

28. The non-transitory computer-readable medium of claim 4, wherein the computer-readable medium is installed on a computing device.

29. The non-transitory computer-readable medium of claim 9, wherein the determining the fee comprises determining the fee based on a number of the web pages, including the web page, that are subject to the modifying.

30. The non-transitory computer-readable medium of claim 4, wherein the modifying further comprises rearranging selected items of the content on the web page.