Assessing growth potential of careers with occupational mobility network and ensemble framework

J Liu, T Wang, F Yao, W Pedrycz, Y Song… - Engineering Applications of …, 2024 - Elsevier
The growth potential of a career reflects its future prospects and is an important
consideration for individuals and organizations when career planning. There is still a lack of …

An empirical study on the deficiencies and optimization of the management system of tourist attractions based on human resource management

Y Tang, S Bai, L Cui - Advances in Multimedia, 2022 - Wiley Online Library
Today, with the deepening of economic globalization and the further intensification of
competition among enterprises, the role and functions of human resource managers of …

[Retracted] Big Data‐Driven Vocational Undergraduate Talent Training and Social Needs Adaptability Analysis and Collaborative Path Mining

Q Lu, L Zhang, C Lin - Computational Intelligence and …, 2022 - Wiley Online Library
Aiming at the problem of mismatch between talent cultivation and social demand in the
process of undergraduate education, this paper proposes a big data‐driven method of …

An Optimization Model of Applied Career Planning for Innovative and Entrepreneurial Talents Based on Credible Neural Networks

J Li, X Wang - Security and Communication Networks, 2022 - Wiley Online Library
The best career goals are determined in accordance with their own careers by thoroughly
analyzing and weighing their own interests, hobbies, abilities, and characteristics in light of …

Large-scale talent flow forecast with dynamic latent factor model?

L Zhang, H Zhu, T Xu, C Zhu, C Qin, H Xiong… - The world wide web …, 2019 - dl.acm.org
The understanding of talent flow is critical for sharpening company talent strategy to keep
competitiveness in the current fast-evolving environment. Existing studies on talent flow …

A hierarchical career-path-aware neural network for job mobility prediction

Q Meng, H Zhu, K Xiao, L Zhang, H Xiong - Proceedings of the 25th ACM …, 2019 - dl.acm.org
The understanding of job mobility can benefit talent management operations in a number of
ways, such as talent recruitment, talent development, and talent retention. While there is …

[HTML][HTML] A cluster-based human resources analytics for predicting employee turnover using optimized Artificial Neural Networks and data augmentation

MR Shafie, H Khosravi, S Farhadpour, S Das… - Decision Analytics …, 2024 - Elsevier
This study presents an innovative methodology to predict employee turnover by integrating
Artificial Neural Networks (ANN) with clustering techniques. We focus on hyperparameter …

Interactive skill based labor market mechanics and dynamics analysis system using machine learning and big data

L Mrsic, H Jerkovic, M Balkovic - Asian Conference on Intelligent …, 2020 - Springer
Interest in talent recognition, talent recruitment, education and labor mobility has been on
the rise in last years. Business sector is changing its human resources (HR) policies …

Designing a model for career progression pathway

A Farahi, MR Soltani, M Nasrollahi - Journal of Research in Human …, 2019 - hrmj.ihu.ac.ir
Over the past few decades, the application of HRM methods for improving services and
achieving essential outcomes has become a key component of major changes in human …

[PDF][PDF] Research on the evaluation model of graduate employment prospects

B Liu, K Yao, Z Zhao, S Ding, H Chen - Int. J. Inf. Educ. Technol, 2020 - ijiet.org
The employment situation of graduates can directly reflect the quality of talent training and
social recognition of the school. Based on the big data analysis method, learning a graduate …