Method for click-stream analysis using web directory reverse categorization

• US 9,087,350 B2
• Filed: 12/07/2012
• Issued: 07/21/2015
• Est. Priority Date: 06/02/2000
• Status: Expired due to Fees

• Current Assignee: Ip Ot Sub Ulc
• Original Assignee: Open TEXT SA (Open Text Corporation)
• Inventors: McCullough, Sean M.
• Primary Examiner(s): Patel, Hitesh
• Application Number:
  US13/708,766
• Publication Number:
  US 20130097020A1
• Time in Patent Office: 956 Days
• Field of Search: 709/206, 709/203, 709/217
• US Class Current: 1/1
• 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

In embodiments disclosed, 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. In some embodiments, the information may be filtered before being displayed to the user.

Claims

1. A system, comprising:

at least one processor; and

at least one non-transitory computer readable medium storing instructions translatable by the at least one processor to perform;

collecting, in a first data structure, click stream information associated with a user at the client device communicatively connected to the system over a network connection, wherein the click stream information comprises network addresses for different network domains, a user identifier of the user, temporal information, and a network address requested by the user, the network address being in a network domain;

obtaining, from a second data structure, Internet site category information provided by at least one source external to the system and to the network domain, the Internet site category information corresponding to the network address requested by the user;

generating a third data structure including information obtained from the first data structure and the second data structure; and

generating a user profile for the user utilizing information stored in the third data structure including;

the click stream information associated with the user at the client device and collected by the server computer and

the Internet site category information provided by the at least one source and corresponding to the network address requested by the user; and

based at least in part on the user profile, providing information regarding an item or offering the item to the user at the client device.

2. The system of claim 1, wherein the Internet site category information comprises content from the network domain.

3. The system of claim 2, wherein the Internet site category information comprises metadata describing the content from the network domain.

4. The system of claim 1, wherein generating the user profile comprises associating the user with an existing profile that represents a person or a theoretical individual having attributes similar to or most closely matched to the user.

5. The system of claim 1, wherein the item represents a product or a service.

6. The system of claim 1, wherein the user profile is generated for the user without user input and with the click stream information being only source of user information.

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

collecting, in a first data structure, by the server computer, click stream information associated with a user at a client device, wherein the click stream information comprises network addresses for different network domains, a user identifier of the user, temporal information, and a network address requested by the user, the network address being in a network domain, the server computer being communicatively connected to the client device over a network connection;

obtaining, from a second data structure, Internet site category information provided by at least one source external to the system and to the network domain, the Internet site category information corresponding to the network address requested by the user;

generating a third data structure including information obtained from the first data structure and the second data structure; and

generating a user profile for the user utilizing information stored in the third data structure including;

the click stream information associated with the user at the client device and collected by the server computer and

the Internet site category information provided by the at least one source and corresponding to the network address requested by the user; and

based at least in part on the user profile, providing information regarding an item or offering the item to the user at the client device.

8. The computer program product of claim 7, wherein the Internet site category information comprises content from the network domain.

9. The computer program product of claim 8, wherein the Internet site category information comprises metadata describing the content from the network domain.

10. The computer program product of claim 7, wherein generating the user profile comprises associating the user with an existing profile that represents a person or a theoretical individual having attributes similar to or most closely matched to the user.

11. The computer program product of claim 7, wherein the item represents a product or a service.

12. A method of profiling a user comprising:

collecting, in a first data structure, by a server computer communicatively connected to a client device over a network connection, click stream information associated with a user at the client device, wherein the click stream information comprises network addresses for different network domains, a user identifier of the user, temporal information, and a network address requested by the user, the network address being in a network domain;

obtaining, from a second data structure, Internet site category information provided by at least one source external to the system and to the network domain, the Internet site category information corresponding to the network address requested by the user;

the server computer generating a third data structure including information obtained from the first data structure and the second data structure; and

the server computer generating a user profile for the user utilizing information stored in the third data structure including;

the click stream information associated with the user at the client device and collected by the server computer and

the Internet site category information provided by the at least one source and corresponding to the network address requested by the user; and

based at least in part on the user profile, providing information regarding an item or offering the item to the user at the client device.

13. The method according to claim 12, wherein the Internet site category information comprises content from the network domain.

14. The method according to claim 13, wherein the Internet site category information comprises metadata describing the content from the network domain.

15. The method according to claim 12, wherein generating the user profile comprises associating the user with an existing profile that represents a person or a theoretical individual having attributes similar to or most closely matched to the user.

16. The method according to claim 12, wherein the item represents a product or a service.

17. The method according to claim 12, wherein the user profile is generated for the user without user input and with the click stream information being only source of user information.