Persist and process analytics data dimensions for server-side sessionization

• US 9,946,746 B2
• Filed: 03/15/2013
• Issued: 04/17/2018
• Est. Priority Date: 05/02/2012
• Status: Active Grant

• Current Assignee: Google LLC (Alphabet Inc.)
• Original Assignee: Google LLC (Alphabet Inc.)
• Inventors: Hong, Jerry, Muret, Paul, Nandy, Sagnik, Vasu, Madhu Kallazhi, Huang, Evan S., Wogulis, James Lee, Townsend, Bradley David, Rhodes, Neil, Ben-Ayoun, Naomi, Laurenzo, Stella Marie, Hansen, Lucas Paul, Mehta, Avi, Mihailovski, Nick, Amara, Ashok Babu
• Primary Examiner(s): Winder, Patrice L
• Assistant Examiner(s): WIDHALM, ANGELA M
• Application Number:
  US13/841,586
• Publication Number:
  US 20130297775A1
• Time in Patent Office: 1,859 Days
• CPC Class Codes: G06F 16/245 Query processing
• CPC Class Codes: G06F 16/958 Organisation or management of web site content, e.g. publishing, maintaining pages or automatic linking
• CPC Class Codes: G06Q 30/0201 Market modelling; Market analysis; Collecting market data
• CPC Class Codes: H04L 43/04 Processing captured monitoring data, e.g. for logfile generation
• CPC Class Codes: H04L 43/0876 Network utilisation, e.g. volume of load or congestion level
• CPC Class Codes: H04L 43/10 Active monitoring, e.g. heartbeat, ping or trace-route

Abstract

The subject technology provides configurations for propagating information from an initial analytics tracking data communication to subsequent analytics tracking data communications at an analytics server. In one example, the subject technology receives an analytics tracking data communication. The subject technology determines if the received analytics tracking data communication includes state changing information based on analytics tracking data included in the analytics tracking data communication. The subject technology then determines one or more attributes for propagating to subsequent analytics tracking data if the analytics tracking data communication includes state changing information. The state changing information are stored as one or more of the determined one or more attributes. The subject technology stores the analytics tracking data including the determined one or more attributes.

Claims

1. A machine-implemented method for propagating information from an initial analytics tracking data communication to subsequent analytics tracking data communications at an analytics server, the method comprising:

receiving, by a processor of an analytics server, campaign information comprising uniform resource identifiers for a set of webpages of a content publisher defined by the content publisher as associated with a campaign from among a total set of webpages for a website of the content publisher, at least one of the uniform resource identifiers or a referral path included in communications received by the processor responsive to visits to a webpage of the set of webpages indicating a campaign type with which the incoming traffic is associated from among a plurality of campaign types;

receiving, by the processor of the analytics server, a communication generated responsive to a client visiting a first webpage of a set of webpages of a content publisher, the communication comprising at least one of a first uniform resource identifier of the first webpage or a first referrer path leading to the first webpage, the communication including analytics tracking data for tracking activity of the client visiting the first webpage;

storing the analytics tracking data in non-persistent storage to allow for later-received analytics tracking data to be combined with the tracking data stored in the non-persistent storage;

determining that the analytics tracking data included in the received communication indicates that the received communication is associated with the same client and the same campaign as the initial analytics tracking data communication using the at least one of the first uniform resource identifier or the first referrer path indicating the campaign type with which the visit to the first webpage is associated and by determining a second webpage associated with the initial analytics tracking data communication belongs to the set of webpages defined by the content publisher as being associated with the campaign;

identifying attributes in the analytics tracking data included in the received communication;

identifying one or more previously stored attributes, associated with at least one of the client or the campaign, that are not present in the analytics tracking data included in the received communication responsive to determining the received communication is associated with the same client and the same campaign as the initial analytics tracking data communication;

propagating the identified one or more previously stored attributes from previously received analytics tracking data to the analytics tracking data stored in the non-persistent storage and merging the analytics tracking data with the propagated attributes; and

storing the analytics tracking data including the propagated attributes in a persistent memory operably coupled to the analytics server to be included in subsequent analytics tracking data communications.

2. The method of claim 1, further comprising:

determining that the analytics tracking data included in the received communication includes state changing information;

identifying one or more attributes included in the analytics tracking data of the received communication responsive to determining that the analytics tracking data communication includes state changing information; and

storing the analytics tracking data including the identified attributes.

3. The method of claim 1, further comprising:

receiving a second analytics tracking data communication including second analytics tracking data;

determining that the second analytics tracking data does not include state changing information; and

propagating the previously stored attributes to the received second analytics tracking data communication.

4. The method of claim 3, further comprising storing the second analytics tracking data including the propagated one or more attributes.

5. The method of claim 2, wherein the state changing information comprises new campaign information or new visitor information.

6. The method of claim 1, further comprising:

committing the stored analytics tracking data including the propagated attributes to persistent storage after a predetermined period of time has elapsed.

7. The method of claim 6, wherein the predetermined period of time comprises a day.

8. The method of claim 1, wherein the previously stored attributes include campaign information, gender of a unique visitor, or session information.

9. The method of claim 8, wherein the gender is provided based on user profile information of the unique visitor.

17. The method of claim 1, further comprising:

determining a first set of the identified previously stored attributes designated to be propagated from previously received analytics tracking data to the analytics tracking data included in the received communication;

determining a second set of the identified previously stored attributes designated to not be propagated from previously received analytics tracking data to the analytics tracking data included in the received communication;

propagating the first set of attributes to the analytics tracking data stored in the non-persistent storage and merging the analytics tracking data with the propagated attributes; and

restricting the second set of attributes from propagating to the analytics tracking data.

18. The method of claim 17, wherein at least one of the first set of attributes or the second set of attributes is designated by at least one of the client or a profile of the client.

10. A system, comprising:

memory;

a processor configured to execute instructions stored in memory, the processor configured to

receive campaign information comprising uniform resource identifiers for a set of webpages of a content publisher defined by the content publisher as associated with a campaign from among a total set of webpages for a website of the content publisher, at least one of the uniform resource identifiers or a referral path included in communications received by the processor responsive to visits to a webpage of the set of webpages indicating a campaign type with which the incoming traffic is associated from among a plurality of campaign types;

receive a communication generated responsive to a client visiting a first webpage of a set of webpages of a content publisher, the communication comprising at least one of a first uniform resource identifier of the first webpage or a first referrer path leading to the first webpage, the communication including analytics tracking data for tracking activity of the client visiting the first webpage;

store the analytics tracking data in non-persistent storage to allow for later-received analytics tracking data to be combined with the tracking data stored in the non-persistent storage;

determine that the analytics tracking data included in the received communication indicates that the received communication is associated with the same client and the same campaign as the initial analytics tracking data communication using the at least one of the first uniform resource identifier or the first referrer path indicating the campaign type with which the visit to the first webpage is associated and by determining a second webpage associated with the initial analytics tracking data communication belongs to the set of webpages defined by the content publisher as being associated with the campaign;

identify attributes in the analytics tracking data included in the received communication;

identify one or more previously stored attributes, associated with at least one of the client or the campaign, that are not present in the analytics tracking data included in the received communication responsive to determining the received communication is associated with the same client and the same campaign as the initial analytics tracking data communication;

propagate the identified one or more previously stored attributes from previously received analytics tracking data to the analytics tracking data stored in the non-persistent storage and merge the analytics tracking data with the propagated attributes; and

store the analytics tracking data including the propagated attributes in a persistent memory operably coupled to the analytics server to be included in subsequent analytics tracking data communications.

11. The system of claim 10, wherein the analytics data propagation module is further configured to:

determine that the analytics tracking data included in the received communication includes state changing information;

identify one or more attributes included in the analytics tracking data of the received communication responsive to determining that the analytics tracking data communication includes state changing information; and

store the analytics tracking data including the identified attributes.

12. The system of claim 10, wherein the analytics data propagation module is further configured to:

receive a second analytics tracking data communication, determine that the second analytics tracking data does not include state changing information and propagate the previously stored attributes to the received second analytics tracking data communication.

13. The system of claim 12, further comprising storing the second analytics tracking data including the propagated one or more attributes.

14. The system of claim 11, wherein the state changing information comprises new campaign information or new visitor information.

15. The system of claim 10, wherein the processor is further configured to:

commit the stored analytics tracking data including the propagated attributes to persistent storage after a predetermined period of time has elapsed.

16. A non-transitory machine-readable medium comprising instructions stored therein, which when executed by a machine, cause the machine to perform operations comprising:

receiving campaign information comprising uniform resource identifiers for a set of webpages of a content publisher defined by the content publisher as associated with a campaign from among a total set of webpages for a website of the content publisher, at least one of the uniform resource identifiers or a referral path included in communications received by the processor responsive to visits to a webpage of the set of webpages indicating a campaign type with which the incoming traffic is associated from among a plurality of campaign types;

receiving a communication generated responsive to a client visiting a first webpage of a set of webpages of a content publisher, the communication comprising at least one of a first uniform resource identifier of the first webpage or a first referrer path leading to the first webpage, the communication including analytics tracking data for tracking activity of the client visiting the first webpage;

storing the analytics tracking data in non-persistent storage to allow for later-received analytics tracking data to be combined with the tracking data stored in the non-persistent storage;

determining that the analytics tracking data included in the received communication indicates that the received communication is associated with the same client and the same campaign as the initial analytics tracking data communication using the at least one of the first uniform resource identifier or the first referrer path indicating the campaign type with which the visit to the first webpage is associated and by determining a second webpage associated with the initial analytics tracking data communication belongs to the set of webpages defined by the content publisher as being associated with the campaign;

identifying attributes in the analytics tracking data included in the received communication;

identifying one or more previously stored attributes, associated with at least one of the client or the campaign, that are not present in the analytics tracking data included in the received communication responsive to determining the received communication is associated with the same client and the same campaign as the initial analytics tracking data communication;

determining a first set of the identified previously stored attributes designated to be propagated from previously received analytics tracking data to the analytics tracking data included in the received communication;

determining a second set of the identified previously stored attributes designated to not be propagated from previously received analytics tracking data to the analytics tracking data included in the received communication;

propagating the first set of attributes to the analytics tracking data stored in the non-persistent storage and merging the analytics tracking data with the propagated attributes;

restricting the second set of attributes from propagating to the analytics tracking data; and

storing the analytics tracking data including the propagated attributes in a persistent memory operably coupled to the analytics server to be included in subsequent analytics tracking data communications.