Understanding and Modeling Job Marketplace with Pretrained Language Models

Y Zhu, L Wu, B Zhang, S Wang, Q Guo, L Hong… - Proceedings of the 33rd …, 2024 - dl.acm.org
Job marketplace is a heterogeneous graph composed of interactions among members (job-
seekers), companies, and jobs. Understanding and modeling job marketplace can benefit …

Research of a Multi-Level Organization Human Resource Network Optimization Model and an Improved Late Acceptance Hill Climbing Algorithm

J Huang, J Li, Y Du, Y Song, J Wu, F Yao, P Wang - Mathematics, 2023 - mdpi.com
Complex hierarchical structures and diverse personnel mobility pose challenges for many
multi-level organizations. The difficulty of reasonable human resource planning in multi-level …

Unlocking Potential: A Machine Learning Approach to Job Category Prediction

S Garg, C Sekhar, L Kumar - 2024 IEEE Region 10 Symposium …, 2024 - ieeexplore.ieee.org
India's high unemployment rate (53.4%, ILO Department of Statistics, nd) despite a
reasonable literacy rate (76.32%, Statista, 2024) suggests a mismatch between skills and …

Method for Job Recommendation based on Machine Learning and Deep Learning Model

D Singh, N Patel, U Singh - 2023 2nd International Conference …, 2023 - ieeexplore.ieee.org
In the modern digital era, the integration of machine learning (ML) and deep learning (DL) in
job recommendation systems offers a transformative approach to bridging candidates with …

A Hypergraph-based Resume-Job Matching Model for Recommendation

H Wang, C Hu, X Jiang, J Li, T Wang… - 2024 IEEE 4th …, 2024 - ieeexplore.ieee.org
In recent years, Al-related technologies have triggered the rapid development of online
recruitment. However, existing studies mainly focus on unilateral recommendation that …

[PDF][PDF] Повышение эффективности методов подбора персонала на основе глубоких нейронных сетей

ЛА Комарова, АД Черемухин - academia.edu
Индустрия подбора персонала находится на переломном этапе: интеграция
искусственного интеллекта уже оказала свое влияние на традиционные процессы …