AIMC Topic: Employment

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The use of deep learning for smartphone-based human activity recognition.

Frontiers in public health Feb 28, 2023
The emerging field of digital phenotyping leverages the numerous sensors embedded in a smartphone to better understand its user's current psychological state and behavior, enabling improved health support systems for patients. As part of this work, a...
Human Activities Smartphone Employment Adult Middle Aged Deep Learning Adolescent Humans Young Adult
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The Relationship of Artificial Intelligence Opportunity Perception and Employee Workplace Well-Being: A Moderated Mediation Model.

International journal of environmental research and public health Jan 20, 2023
Several previous studies have revealed a positive relationship between artificial intelligence (AI) technology development and employees' employment, income, and job performance. If individuals can seize the opportunity to master the knowledge and sk...
Humans Employment Perception Negotiating Artificial Intelligence Workplace
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Can digital skill protect against job displacement risk caused by artificial intelligence? Empirical evidence from 701 detailed occupations.

PloS one Nov 8, 2022
To identify the role of digital skill in the skill-biased technological changes caused by artificial intelligence, this study estimates the impacts of displacement risk on occupational wage and employment and examines the moderation effects of digita...
Occupations Employment Salaries and Fringe Benefits Artificial Intelligence Educational Status
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Employment of Ensemble Machine Learning Methods for Human Activity Recognition.

Journal of healthcare engineering Sep 25, 2022
The endeavor to detect human activities and behaviors is targeted as a real-time detection mechanism that tends to predict the form of human motions and actions. Though sensors like accelerometer and gyroscopes are noticeable in human motion detectio...
Human Activities Humans Algorithms Machine Learning Employment Software
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Construction of College Students' Employment Quality Evaluation Model System under the Background of Digitalization.

Journal of environmental and public health Sep 20, 2022
In the era of knowledge economy, human resources are being valued by various countries and regions. The report of the 19th National Congress of the Communist Party of China pointed out that "talent is a strategic resource for realizing national rejuv...
Humans Students Artificial Intelligence Employment Learning Universities
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ReLU-FCM trained by quasi-oppositional bare bone imperialist competition algorithm for predicting employment rate.

PloS one Aug 18, 2022
Fuzzy cognitive maps (FCMs) are a powerful tool for system modeling, which can be used for static and dynamic analysis. However, traditional FCMs are usually learned by gradient-based methods, and the adopted sigmoid nonlinear activation function fre...
Fuzzy Logic Employment Algorithms Learning Humans
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Effect of Industrial Robots on Employment in China: An Industry Level Analysis.

Computational intelligence and neuroscience Jul 18, 2022
China has been the world's largest market for industrial robots since 2013. Industrial robots improve accuracy, safety, and efficiency in industrial production but have a substantial impact on the labor market. This investigation uses the task-based ...
China Robotics Employment Industry
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Exploring the Employment Quality Evaluation Model of Application-Oriented University Graduates by Deep Learning.

Computational intelligence and neuroscience Apr 23, 2022
In view of the employment difficulties of college graduates, this paper analyzes the overflow of graduates in a particular period caused by the expansion of enrollment in various colleges and universities and the social phenomenon of social positions...
Employment Career Choice Male Students Deep Learning Universities Humans Female
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How to compete with robots by assessing job automation risks and resilient alternatives.

Science robotics Apr 13, 2022
The effects of robotics and artificial intelligence (AI) on the job market are matters of great social concern. Economists and technology experts are debating at what rate, and to what extent, technology could be used to replace humans in occupations...
Robotics Automation Humans Artificial Intelligence Employment Occupations
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Employing automatic content recognition for teaching methodology analysis in classroom videos.

PloS one Feb 17, 2022
A teacher plays a pivotal role in grooming a society and paves way for its social and economic developments. Teaching is a dynamic role and demands continuous adaptation. A teacher adopts teaching techniques suitable for a certain discipline and a si...
Pattern Recognition, Visual Videotape Recording Interpersonal Relations Teaching Learning Students Deep Learning Employment Humans Neural Networks, Computer
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