PERSONALIZED JOB SEARCH AND RECOMMENDATIONS USING JOB SEEKER BEHAVIORAL FEATURES

Patent №

US 10,521,772

Granted

2019-12-31

Filed 2016

Owner

LINKEDIN CORPORATION

Lab

AI components

6

ml · nlp · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15295505

A user submits a job search query in an online social networking system. The online social networking system calculates a score based on the similarity between the job search query and the profile of the user. When the score transgresses a threshold, the job search query is enhanced by adding data from the profile of the user to the job search query. The job search query is then used to search for, identify, and display jobs in the online social networking system.

AI classification

Planning1.00
Natural language1.00
Knowledge representation1.00
Machine learning0.95
Evolutionary computation0.86
AI hardware0.62
Vision0.00
Speech0.00

Ownership

LINKEDIN CORPORATION

assignment · 400850460

Assignors

ARYA, DHRUV, LE, BENJAMIN HOAN, VENKATARAMAN, GANESH, SINHA, SHAKTI DHIRENDRAJI

On an employer assignment, the assignors are typically the inventors.

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