Skills2Job: A recommender system that encodes job offer embeddings on graph databases

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Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso

Published: 01 Jan 2021, Last Modified: 19 Feb 2025Appl. Soft Comput. 2021EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We explore labor market data using word embeddings and frequency measures accordance.•We organize those resources as a graph to perform graph-traversal queries.•We process 5M+ vacancies for ICT occupations in United Kingdom, Germany, and France.•We present skills2job, a system recommending the suitable occupations to the user.