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

Author:

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

Funder

European Commission

Publisher

Elsevier BV

Subject

Software

Reference39 articles.

1. D. Zhang, J. Liu, H. Zhu, Y. Liu, L. Wang, P. Wang, H. Xiong, Job2Vec: Job title benchmarking with collective multi-view representation learning, in: CIKM, 2019, pp. 2763–2771.

2. Using machine learning for labour market intelligence;Boselli;ECML PKDD 2017: Machine Learning and Knowledge Discovery in Database,2017

3. AI meets labor market: Exploring the link between automation and skills;Colombo;Inf. Econ. Policy,2019

4. A. Giabelli, L. Malandri, F. Mercorio, M. Mezzanzanica, A. Seveso, NEO: A system for identifying new emerging occupation from job ads, in: AAAI Conference on Artificial Intelligence, 2021.

5. C. Qin, H. Zhu, T. Xu, C. Zhu, L. Jiang, E. Chen, H. Xiong, Enhancing person-job fit for talent recruitment: An ability-aware neural network approach, in: The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018, pp. 25–34.

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