The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Aug. 30, 2022

Filed:

Jun. 24, 2019
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Hang Zhang, Campbell, CA (US);

Girish Kathalagiri Somashekariah, Santa Clara, CA (US);

Nadia Fawaz, Sunnyvale, CA (US);

Caleb T. Johnson, Village of Lakewood, IL (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/44 (2018.01); G06N 5/02 (2006.01); G06K 9/62 (2022.01); G06F 9/451 (2018.01); G06F 16/17 (2019.01);
U.S. Cl.
CPC ...
G06N 5/025 (2013.01); G06F 9/452 (2018.02); G06F 16/1734 (2019.01); G06K 9/6201 (2013.01); G06K 9/6256 (2013.01);
Abstract

The disclosed embodiments provide a system for processing data. During operation, the system receives, over a set of event streams, a set of logging events for actions performed between members and jobs over multiple channels. Next, the system aggregates a subset of the logging events spanning a logging window by a reference identifier (ID) generated based on a user session of a member, a first member ID for the member, and a first job ID for a job. The system then creates, based on a unified data logic, a record containing a subset of the actions represented by the logging events and contexts for the subset of the actions. Finally, the system outputs the record for use in subsequent analysis associated with the member and the job.


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