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.
Patent No.:
Date of Patent:
Oct. 16, 2018
Filed:
May. 03, 2016
Linkedin Corporation, Mountain View, CA (US);
XianXing Zhang, Mountain View, CA (US);
Yitong Zhou, Sunnyvale, CA (US);
Yiming Ma, Menlo Park, CA (US);
Bee-Chung Chen, San Jose, CA (US);
Liang Zhang, Fremont, CA (US);
Deepak Agarwal, Sunnyvale, CA (US);
Microsoft Licensing Technology, LLC, Redmond, WA (US);
Abstract
The disclosed embodiments provide a system for processing data. During operation, the system obtains a global version of a statistical model and a user-specific version of the statistical model for a user. Next, the system applies the global version to member features of the user and job features of a set of jobs to generate a first ranking of the jobs for the user. The system then applies the user-specific version to the member features and the job features for a highest-ranked subset of jobs in the first ranking to generate a second ranking of the jobs for the user. Finally, the system outputs at least a portion of the second ranking as a set of job recommendations.