Large-scale occupational skills normalization for online recruitment

F Javed, P Hoang, T Mahoney, M McNair - Proceedings of the AAAI …, 2017 - ojs.aaai.org
Job openings often go unfulfilled despite a surfeit of unemployed or underemployed
workers. One of the main reasons for this is a mismatch between the skills required by …

Emotion analysis in code-switching text with joint factor graph model

Z Wang, SYM Lee, S Li, G Zhou - IEEE/ACM Transactions on …, 2016 - ieeexplore.ieee.org
Previous research on emotions analysis has placed much emphasis in monolingual instead
of bilingual text. However, emotions on social media platforms are often found in bilingual or …

Generating unified candidate skill graph for career path recommendation

A Gugnani, VKR Kasireddy… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
" How should I progress in my career?" is an important question that every working
professional seeks answer multiple times during her career. Given the amount of career …

Large-scale occupational skills normalization for online recruitment

P Hoang, T Mahoney, F Javed, M McNair - AI Magazine, 2018 - ojs.aaai.org
Job openings often go unfulfilled despite a surfeit of unemployed or underemployed
workers. One of the main reasons for this is a mismatch between the skills required by …

Occupational skills extraction with FinBERT

M Chernova - 2020 - theseus.fi
Job search market is highly competitive even in a small country such as Finland. Oikotie
Työpaikat is a platform, where recruiters post jobs, candidates search and apply for open …

Quantifying skill relevance to job titles

W Zhou, Y Zhu, F Javed, M Rahman… - … Conference on Big …, 2016 - ieeexplore.ieee.org
Eliminating or reducing skill gaps in the job market is critical to putting people back to work,
reducing the unemployment rate, and increasing the labor market participation rate. A key …

Emotion detection with neural personal discrimination

X Zhou, Z Wang, S Li, G Zhou, M Zhang - arXiv preprint arXiv:1908.10703, 2019 - arxiv.org
There have been a recent line of works to automatically predict the emotions of posts in
social media. Existing approaches consider the posts individually and predict their emotions …

Challenges and Opportunities for Technology and Measurement

H Xu, N Zhang - Technology and Measurement around the Globe, 2023 - books.google.com
For educators and social scientists, one of the most exciting opportunities afforded by digital
technologies is the ease of collecting and analyzing massive datasets that capture individual …

Security professional skills representation in bug bounty programs and processes

S Mumtaz, C Rodriguez, S Zamanirad - International Conference on …, 2020 - Springer
The ever-increasing amount of security vulnerabilities discovered and reported in recent
years are significantly raising the concerns of organizations and businesses regarding the …

Deep unordered composition for multi-label classification applied to skill prediction

Y Duperis, AG Chifu, B Espinasse, S Fournier… - Joint Conference of the …, 2022 - hal.science
Today, many recruitment processes are digitalized. Job offers are posted on job boards and
candidates apply by submitting their resumes. To select an appropriate candidate for a job …