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Chapter 14
Advanced Macroergonomics and Sociotechnical Approaches for Optimal Organizational Performance
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Published in Chapter:
Implementation of an Intelligent Model Based on Machine Learning in the Application of Macro-Ergonomic Methods in a Human Resources Process Based on ISO 12207
Edgar Cossio Franco (Universidad Enrique Díaz de León, Mexico), Jorge Alberto Delgado Cazarez (Universidad de Guadalajara, Mexico), and Carlos Alberto Ochoa Ortiz Zezzatti (Universidad Autónoma de Ciudad Juárez, Mexico)
Copyright: © 2019 |Pages: 25
DOI: 10.4018/978-1-5225-7192-6.ch014
Abstract
The objective of this chapter is to implement an intelligent model based on machine learning in the application of macro-ergonomic methods in human resources processes based on the ISO 12207 standard. To achieve the objective, a method of constructing a Java language algorithm is applied to select the best prospect for a given position. Machine learning is done through decision trees and algorithm j48. Among the findings, it is shown that the model is useful in identifying the best profiles for a given position, optimizing the time in the selection process and human resources as well as the reduction of work stress.
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Chapter 9
Collaborative Assessment and Survey Administration: A MISO Survey Case Study
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Published in Chapter: Collaborative Assessment and Survey Administration: A MISO Survey Case Study; From: Cases on Establishing Effective Collaborations in Academic Libraries
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Chapter 7
Societal and Economical Impact on Citizens through Innovations Using Open Government Data: Indian Initiative on Open Government Data
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Published in Chapter: Societal and Economical Impact on Citizens through Innovations Using Open Government Data: Indian Initiative on Open Government Data; From: Handbook of Research on Cultural and Economic Impacts of the Information Society
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