AIMC Topic: Workforce

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Design of Human Resource Management System Based on Deep Learning.

Computational intelligence and neuroscience Jul 20, 2022
With the advent of the Internet era, the frequency and proportion of candidates obtaining recruitment information through the Internet is getting higher and higher, and the amount of human resources information such as talent information and postinfo...
Natural Language Processing Workforce Humans Algorithms Deep Learning
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Rescue Robots for the Urban Earthquake Environment.

Disaster medicine and public health preparedness Jun 30, 2022
Robotics have important applications in the field of disaster medical rescue. The deployment of urban rescue robots at the earthquake site can help shorten response time, improve rescue efficiency and keep rescue personnel away from danger. This disc...
Humans Robotics Rescue Work Earthquakes Disasters Workforce
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A Prediction Model of Human Resources Recruitment Demand Based on Convolutional Collaborative BP Neural Network.

Computational intelligence and neuroscience Jun 24, 2022
This paper presents an in-depth study and analysis of the prediction model of force resource recruitment demand using a convolutional neural network combined with a BP neural network algorithm. BP neural network technology is introduced to be applied...
Algorithms Humans Neural Networks, Computer Workforce
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Analysis Model of Human Resource Cross-Media Fusion Based on Deep Neural Network.

Computational intelligence and neuroscience Jun 10, 2022
With the continuous deepening of enterprise system reform and the rapid development of national economy, enterprises are facing the great challenge of market competition. In the new market and social environment, the role of human resource management...
China Neural Networks, Computer Workforce Humans
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Deep Neural Network Model Construction for Digital Human Resource Management with Human-Job Matching.

Computational intelligence and neuroscience May 19, 2022
This article uses deep neural network technology and combines digital HRM knowledge to research human-job matching systematically. Through intelligent digital means such as 5G communication, cloud computing, big data, neural network, and user portrai...
Big Data Workforce Neural Networks, Computer Algorithms Humans
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Happy work: Improving enterprise human resource management by predicting workers' stress using deep learning.

PloS one Apr 13, 2022
Recently, workers in most enterprises suffer from excessive occupational stress in the workplace, which negatively affects workers' productivity, safety, and health. To deal with stress in workers, it is vital for the human resource management (HRM) ...
Humans Workplace Occupational Health Efficiency Deep Learning Occupational Stress Workforce
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A Human Resource Demand Forecasting Method Based on Improved BP Algorithm.

Computational intelligence and neuroscience Mar 29, 2022
Human resources are the first resource for enterprise development, and a reasonable human resource structure will increase the effectiveness of an enterprise's human resource input and output. The reality is that even if an enterprise designs a human...
Workforce Resource Allocation Algorithms Forecasting Neural Networks, Computer Humans
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Human Resource Planning and Configuration Based on Machine Learning.

Computational intelligence and neuroscience Mar 15, 2022
Human resources are the core resources of an enterprise, and the demand forecasting plays a vital role in the allocation and optimization of human resources. Starting from the basic concepts of human resource forecasting, this paper employs the backp...
Machine Learning Forecasting Neural Networks, Computer Resource Allocation Workforce Humans
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Application Analysis of Combining BP Neural Network and Logistic Regression in Human Resource Management System.

Computational intelligence and neuroscience Mar 11, 2022
Human resource management involves a variety of data processing, and the process is complicated. In order to improve the effect of human resource management, this paper combines BP neural network and logistic regression analysis to construct an intel...
Humans Neural Networks, Computer Workforce Reproducibility of Results Logistic Models Algorithms
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Analysis of factors affecting the implementation of green human resource management using a hybrid fuzzy AHP and type-2 fuzzy DEMATEL approach.

Environmental science and pollution research international Feb 23, 2022
The topic of green human resource management has attracted considerable attention during this last decade. Despite this interest, little research has been conducted to explore the successful implementation of green human resource management to achiev...
Industry Humans Workforce Fuzzy Logic
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