Method for click-stream analysis using web directory reverse categorization

• US 9,838,489 B2
• Filed: 06/16/2015
• Issued: 12/05/2017
• Est. Priority Date: 06/02/2000
• Status: Expired due to Fees

• Current Assignee: Ip Ot Sub Ulc
• Original Assignee: Open Text Sa Ulc (Open Text Corporation)
• Inventors: McCullough, Sean M.
• Primary Examiner(s): Patel, Hitesh
• Application Number:
  US14/741,207
• Publication Number:
  US 20150350357A1
• Time in Patent Office: 903 Days
• Field of Search: 709206, 709224, 709223
• CPC Class Codes: G06Q 30/02 Marketing; Price estimation or determination; Fundraising
• CPC Class Codes: G06Q 30/0269 based on user profile or attribute
• CPC Class Codes: H04L 43/04 Processing captured monitoring data, e.g. for logfile generation
• CPC Class Codes: H04L 43/08 Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
• CPC Class Codes: H04L 67/01 Protocols
• CPC Class Codes: H04L 67/02 based on web technology, e.g. hypertext transfer protocol [HTTP]
• CPC Class Codes: H04L 67/10 in which an application is distributed across nodes in the network software deployment G06F8/60; multiprogramming arrangements G06F9/46
• CPC Class Codes: H04L 67/306 User profiles
• CPC Class Codes: H04L 67/535 Tracking the activity of the user network monitoring arrangements H04L43/00; recording of computer activity G06F11/34
• CPC Class Codes: Y10S 707/99933 Query processing, i.e. searching
• CPC Class Codes: Y10S 707/99935 Query augmenting and refining, e.g. inexact access

Abstract

Information on a click stream associated with a user and meta tags commonly used by search engines can be used to profile a user. The click stream may comprise network addresses and timestamps and may be the only source of user information used for the profile. The meta tags may contain metadata that correspond to the network addresses in the click stream, including network address categorization for these network addresses. The profile obtained for the user may be an existing profile that represents a person or a theoretical individual having attributes similar to or most closely match the user. Based at least in part on the profile, information regarding an item may be provided to the user or the item may be offered to the user. Information may be filtered before being displayed to the user.

Claims

1. A method for profiling an internet user, comprising:

a server computer collecting, while a user on a client computer is browsing a network, a click stream associated with the user, wherein the click stream comprises network addresses requested by the user across a plurality of network domains;

the server computer analyzing the click stream to obtain the network addresses requested by the user and storing click stream data associated with the user in a first data structure, the click stream data associated with the user comprising the network addresses requested by the user and a user identifier;

the server computer using the network addresses from the first data structure to obtain network address categorization information for network addresses requested by the user from a second data structure that categorizes network addresses from the plurality of network domains into a plurality of categories;

the server computer generating a user profile for the user using the network address categorization information for the network addresses requested by the user;

the server computer selecting content regarding an item based on the user profile for display on the client computer; and

providing the content regarding the item to a network site for inclusion by the network site in a web page served to the client computer;

wherein one or more filters are applied prior to the content regarding the item being sent to the client computer.

2. The method according to claim 1, wherein the content regarding the item is displayed near a periphery of a view on the client computer.

3. The method according to claim 1, wherein the click stream is a HyperText Transfer Protocol (HTTP) stream.

4. The method according to claim 1, wherein the user profile comprises a set of discrete characteristics of the user.

5. The method according to claim 4, wherein the set of discrete characteristics of the user are interrelated.

6. The method according to claim 1, wherein the one or more filters comprise at least a filter configured to remove content that has been previously seen by the user.

18. The method of claim 1, wherein obtaining the network address categorization information includes accessing a database, directory or reverse lookup table of network addresses and category information.

19. The method of claim 1, wherein generating the user profile comprises comparing at least the obtained network categorization information to existing profiles and associating the user with a selected profile based on the comparing.

7. A computer program product comprising at least one non-transitory computer readable medium storing instructions translatable by a server computer to perform:

collecting, while a user on a client computer is browsing a network, a click stream associated with the user, wherein the click stream comprises network addresses requested by the user across a plurality of network domains;

analyzing the click stream to obtain the network addresses requested by the user and storing click stream data associated with user in a first data structure, the click stream data associated with the user comprising the network addresses requested by the user and a user identifier;

using the network addresses from the first data structure to obtain network address categorization information from a second data structure that categorizes network addresses from the plurality of network domains into a plurality of categories;

generating a user profile for the user solely using the click stream data associated with user and the network address categorization information for the network addresses requested by the user;

selecting content regarding an item based on the user profile for display on the client computer;

applying one or more filters prior to the content regarding the item being sent to the client computer; and

providing the content regarding the item to a network site for inclusion by the network site in a web page served to the client computer.

8. The computer program product of claim 7, wherein the content regarding the item is displayed near a periphery of a view on the client computer.

9. The computer program product of claim 7, wherein the click stream is a HyperText Transfer Protocol (HTTP) stream.

10. The computer program product of claim 7, wherein the user profile comprises a set of discrete characteristics of the user.

11. The computer program product of claim 10, wherein the set of discrete characteristics of the user are interrelated.

12. The computer program product of claim 7, wherein the one or more filters comprise at least a filter configured to remove content that has been previously seen by the user.

13. A system, comprising:

a server computer having at least one processor;

at least one non-transitory computer readable medium; and

stored instructions translatable by the at least one processor to perform;

collecting, while a user on a client computer is browsing a network, a click stream associated with the user, wherein the click stream comprises network addresses requested by the user across a plurality of network domains;

analyzing the click stream to obtain the network addresses requested by the user and storing click stream data associated with user in a first data structure, the click stream data associated with the user comprising the network addresses requested by the user and a user identifier;

using the network addresses from the first data structure to obtain network address categorization information for network addresses requested by the user from a second data structure that categorizes network addresses from the plurality of network domains into a plurality of categories;

generating a user profile for the user solely by using the click stream data associated with the user and the network address categorization information for the network addresses requested by the user;

selecting content regarding an item based on the user profile for display on the client computer;

applying one or more filters prior to the content regarding the item being sent to the client computer; and

providing the content regarding the item to a network site for inclusion by the network site in a web page served to the client computer.

14. The system of claim 13, wherein the content regarding the item is displayed near a periphery of a view on the client computer.

15. The system of claim 13, wherein the click stream is a HyperText Transfer Protocol (HTTP) stream.

16. The system of claim 13, wherein the user profile comprises a set of discrete characteristics of the user.

17. The system of claim 16, wherein the set of discrete characteristics of the user are interrelated.