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:
May. 28, 2019
Filed:
May. 19, 2017
Applicant:
Microsoft Technology Licensing, Llc, Redmond, WA (US);
Inventors:
Yongwoo Noh, Sunnyvale, CA (US);
Dhruv Arya, Sunnyvale, CA (US);
Ganesh Venkataraman, San Jose, CA (US);
Aman Grover, Sunnyvale, CA (US);
Assignee:
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 16/242 (2019.01); G06Q 50/00 (2012.01); G06Q 10/10 (2012.01); G06N 20/00 (2019.01); G06F 16/951 (2019.01); G06F 16/958 (2019.01);
U.S. Cl.
CPC ...
G06F 16/242 (2019.01); G06F 16/951 (2019.01); G06F 16/958 (2019.01); G06N 20/00 (2019.01); G06Q 10/1053 (2013.01); G06Q 50/01 (2013.01);
Abstract
Various embodiments described herein provide for systems and methods for using a machine-learning model to rank job search results based on the similarity of the job title of each job search result and a job search query that produces the job search results. According to some embodiments, the machine-learning model comprises a word-embedding machine-learning model that maps a word to a vector.