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:
Nov. 10, 2020

Filed:

Dec. 15, 2016
Applicant:

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

Inventors:

Aman Grover, Sunnyvale, CA (US);

Dhruv Arya, Sunnyvale, CA (US);

Ganesh Venkataraman, San Jose, CA (US);

Kimberly McManus, San Francisco, CA (US);

Liang Zhang, Fremont, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/95 (2019.01); G06F 16/9535 (2019.01); G06N 20/00 (2019.01); G06F 16/248 (2019.01); G06F 16/2457 (2019.01); G06Q 10/10 (2012.01); G06Q 50/00 (2012.01); H04L 29/08 (2006.01);
U.S. Cl.
CPC ...
G06F 16/9535 (2019.01); G06F 16/248 (2019.01); G06F 16/2457 (2019.01); G06N 20/00 (2019.01); G06Q 10/1053 (2013.01); G06Q 50/01 (2013.01); H04L 67/306 (2013.01);
Abstract

Methods, systems, and computer programs are presented for expanding a job search that includes an industry by adding other similar industries. A method identifies job titles of members in a social network and performs, utilizing a machine-learning program, semantic analysis of the job titles to identify similarity coefficients among the job titles. The machine-learning program utilizes social network data to identify the similarity coefficients. Further, the method includes an operation for receiving a job search query, from a first member, including a query job title, and for expanding the job search query with job titles that are similar to the query job title. The method further includes operations for executing the expanded job search query to generate a plurality of job results, and for causing presentation on a display of one or more of the top job results.


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