Differentiating a User from Multiple Users Based on a Determined Pattern of Accessing a Prescribed Network Destination

• US 20100192069A1
• Filed: 01/23/2009
• Published: 07/29/2010
• Est. Priority Date: 01/23/2009
• Status: Abandoned Application

• Current Assignee: Cisco Technology, Inc. (Cisco Systems, Inc.)
• Original Assignee: Cisco Technology, Inc. (Cisco Systems, Inc.)
• Inventors: TOEBES, John, JOURET, Guido, JACOBS, Philip Clifford, KUHLKE, Matthew
• Application Number:
  US12/358,504
• Publication Number:
  US 20100192069A1
• Time in Patent Office: Days
• US Class Current: 715/745
• CPC Class Codes: G06F 16/9535 Search customisation based on user profiles and personalisation
• CPC Class Codes: G06F 21/316 by observing the pattern of computer usage, e.g. typical user behaviour

Abstract

In one embodiment, a method comprises detecting, by an apparatus at a user premises, a user method executed by a user at the user premises for submitting a web request for an identified web destination, the user method being one of a plurality of available user methods for submitting the web request; associating, by the apparatus, the user method with the identified web destination specified in the web request; and outputting, by the apparatus, the web request with at least one of a user method identifier specifying the corresponding user method or a user identifier that identifies the user independent of any data structure received from any web destination.

Claims

1. A method comprising:

detecting, by an apparatus at a user premises, a user method executed by a user at the user premises for submitting a web request for an identified web destination, the user method being one of a plurality of available user methods for submitting the web request;

associating, by the apparatus, the user method with the identified web destination specified in the web request; and

outputting, by the apparatus, the web request with at least one of a user method identifier specifying the corresponding user method or a user identifier that identifies the user independent of any data structure received from any web destination.

2. The method of claim 1, wherein the user identifier identifies the user independent of any login procedure by the user.

3. The method of claim 1, wherein:

the apparatus is implemented as a user device configured for receiving inputs from the user via a user input interface circuit;

the plurality of available user methods including a manual user input by the user of at least a portion of the identified web destination, a retrieval by the user of the identified web destination from a data structure stored on the user device, and a user selection of the identified web destination from a web page presented by the user device;

the detecting including generating the user method identifier specifying the user method.

4. The method of claim 3, wherein the outputting includes outputting the web request with the user method identifier to a network device, for collection of the user method identifier as a user behavior indicator of the user toward the identified web destination.

5. The method of claim 3, wherein the user method identifier specifies a sequence of web request identifiers specifying respective web pages presented to the user, the sequence of web request identifiers and the identified web destination representing a contiguous sequence of web pages requested by the user.

6. The method of claim 3, further comprising the apparatus accumulating a plurality of web requests and respective user method identifiers, for identification of a determined behavior pattern toward respective identified web destinations by the user, and identification of a second determined behavior pattern toward at least one of the respective identified web destinations by a second user.

7. The method of claim 6, further comprising the apparatus identifying the user as distinct from the second user based on a determined correlation between the user method for requesting the identified web destination and a corresponding stored user method for the identified web destination in the determined behavior pattern, the outputting including outputting the web request with the user identifier that identifies the user based on the determined correlation.

8. The method of claim 1, wherein:

the apparatus is implemented as a router at the user premises, the detecting the user method including receiving the web request and the user method identifier from a user device having generated the user method identifier relative to the web request;

the plurality of available user methods including a manual user input by the user of at least a portion of the identified web destination, a retrieval by the user of the identified web destination from a data structure stored on the user device, and a user selection of the identified web destination from a web page presented by the user device;

the associating including storing the web request for the identified web destination and the corresponding user method identifier in a network activity entry;

the method further comprising the apparatus accumulating a plurality of web requests and respective user method identifiers at the user premises in respective network activity entries, for identification of a determined behavior pattern toward respective identified web destinations by the user, and identification of a second determined behavior pattern toward at least one of the respective identified web destinations by a second user.

9. The method of claim 8, further comprising the apparatus identifying the user as distinct from the second user based on a determined correlation between the user method for requesting the identified web destination and a corresponding stored user method for the identified web destination in the determined behavior pattern, the outputting including outputting the web request with the user identifier that identifies the user based on the determined correlation to the identified web destination via a wide area network.

10. The method of claim 8, wherein the user method identifier specifies a sequence of web request identifiers specifying respective web pages presented to the user and detected by the user device, the sequence of web request identifiers and the identified web destination representing a contiguous sequence of web pages requested by the user.

11. The method of claim 1, further comprising the apparatus identifying the user as distinct from a second user, having submitted a second web request for the identified web destination via the apparatus, based on a determined correlation between the user method for requesting the identified web destination and a corresponding stored user method for the identified web destination and assigned to the user, the outputting including outputting the web request with the user identifier that identifies the user based on the determined correlation.

12. An apparatus comprising:

a device interface circuit configured for detecting a user method executed by a user at a user premises for submitting a web request for an identified web destination, the user method being one of a plurality of available user methods for submitting the web request; and

a processor circuit configured for associating the user method with the identified web destination specified in the web request, the processor circuit configured for outputting, via the device interface circuit, the web request with at least one of a user method identifier specifying the corresponding user method or a user identifier that identifies the user independent of any data structure received from any web destination, the apparatus implemented at the user premises.

13. The apparatus of claim 12, wherein the user identifier identifies the user independent of any login procedure by the user.

14. The apparatus of claim 12, wherein:

the apparatus is implemented as a user device, the device interface circuit including a user input interface circuit configured for receiving inputs from the user;

the plurality of available user methods including a manual user input by the user of at least a portion of the identified web destination, a retrieval by the user of the identified web destination from a data structure stored on the user device, and a user selection of the identified web destination from a web page presented by the user device;

the processor circuit configured for generating the user method identifier specifying the user method.

15. The apparatus of claim 14, wherein the device interface circuit is configured for outputting the web request with the user method identifier to a network device, for collection of the user method identifier as a user behavior indicator of the user toward the identified web destination.

16. The apparatus of claim 14, wherein the processor circuit is configured for adding to the user method identifier a sequence of web request identifiers specifying respective web pages presented to the user and detected by the processor circuit, the sequence of web request identifiers and the identified web destination representing a contiguous sequence of web pages requested by the user.

17. The apparatus of claim 14, wherein the processor circuit is configured for accumulating a plurality of web requests and respective user method identifiers, for identification of a determined behavior pattern toward respective identified web destinations by the user, and identification of a second determined behavior pattern toward at least one of the respective identified web destinations by a second user.

18. The apparatus of claim 17, wherein the processor circuit is configured for identifying the user as distinct from the second user based on a determined correlation by the processor circuit between the user method for requesting the identified web destination and a corresponding stored user method for the identified web destination in the determined behavior pattern, the device interface circuit configured for outputting the web request with the user identifier that identifies the user based on the determined correlation by the processor circuit.

19. The apparatus of claim 12, wherein:

the apparatus is implemented as a router at the user premises, device interface circuit configured for receiving the web request and the user method identifier from a user device having generated the user method identifier relative to the web request;

the plurality of available user methods including a manual user input by the user of at least a portion of the identified web destination, a retrieval by the user of the identified web destination from a data structure stored on the user device, and a user selection of the identified web destination from a web page presented by the user device;

the processor circuit configured for associating the user method with the identified web destination based on storing the web request for the identified web destination and the corresponding user method identifier in a network activity entry;

the processor circuit further configured for accumulating a plurality of web requests and respective user method identifiers at the user premises in respective network activity entries, for identification of a determined behavior pattern toward respective identified web destinations by the user, and identification of a second determined behavior pattern toward at least one of the respective identified web destinations by a second user.

20. The apparatus of claim 19, wherein the processor circuit is configured for identifying the user as distinct from the second user based on a determined correlation by the processor circuit between the user method for requesting the identified web destination and a corresponding stored user method for the identified web destination in the determined behavior pattern, the device interface circuit configured for outputting the web request with the user identifier that identifies the user based on the determined correlation to the identified web destination via a wide area network.

21. The apparatus of claim 19, wherein the user method identifier specifies a sequence of web request identifiers specifying respective web pages presented to the user and detected by the user device, the sequence of web request identifiers and the identified web destination representing a contiguous sequence of web pages requested by the user.

22. The apparatus of claim 12, wherein the processor circuit is configured for identifying the user as distinct from a second user, having submitted a second web request for the identified web destination via the apparatus, based on a determined correlation between the user method for requesting the identified web destination and a corresponding stored user method for the identified web destination and assigned to the user, the processor circuit configured for outputting, via the device interface circuit, the web request with the user identifier that identifies the user based on the determined correlation.

23. An apparatus comprising:

a device interface circuit configured for detecting a user input associated with a user method executed by a user at a user premises for submitting a web request for an identified web destination, the user method being one of a plurality of available user methods for submitting the web request; and

means for associating the user method with the identified web destination specified in the web request, the means for associating configured for outputting, via the device interface circuit, the web request with at least one of a user method identifier specifying the corresponding user method or a user identifier that identifies the user independent of any data structure received from any web destination, the apparatus implemented at the user premises.

24. Logic encoded in one or more tangible media for execution and when executed operable for:

detecting, by an apparatus executing the logic at a user premises, a user method executed by a user at the user premises for submitting a web request for an identified web destination, the user method being one of a plurality of available user methods for submitting the web request; and

associating, by the apparatus, the user method with the identified web destination specified in the web request; and

outputting, by the apparatus, the web request with at least one of a user method identifier specifying the corresponding user method or a user identifier that identifies the user independent of any data structure received from any web destination.