Systems and methods for occupation normalization at a job aggregator
US10409866B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Jun 28, 2016 |
| Grant date | Sep 10, 2019 |
| Priority date | — |
| Expiry date | Aug 1, 2037 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A method and apparatus for generating normalized occupations for job titles at a job aggregation system is described. The method may include receiving a job title having a plurality of words that make up the job title, the job title received as part of a request of a job aggregation system to perform a service. The method may also include translating the plurality of words into standardized terms of the job aggregation system to generate a translated job title. Furthermore, the method may include mapping the translated job title to one of a plurality of normalized occupations of the job aggregation system by a machine learning based classifier of the translated job title, wherein the machine learning based classifier is trained based on user search behavior of users that have searched for jobs at the job aggregation system.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.