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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
dc.contributor.author | Cossio, Edgar | |
dc.date.accessioned | 2019-01-18T17:18:03Z | |
dc.date.available | 2019-01-18T17:18:03Z | |
dc.date.issued | 2019 | |
dc.identifier.isbn | 9781522571926 | es_MX |
dc.identifier.uri | http://cathi.uacj.mx/20.500.11961/6815 | |
dc.description.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. | es_MX |
dc.description.uri | https://www.igi-global.com/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-12207/219104 | es_MX |
dc.language.iso | en | es_MX |
dc.publisher | IGI Global | es_MX |
dc.relation.ispartof | Producto de investigación ICSA | es_MX |
dc.relation.ispartof | Instituto de Ciencias Sociales y Administración | es_MX |
dc.subject | Macroergonomics | es_MX |
dc.subject.other | info:eu-repo/classification/cti/1 | es_MX |
dc.title | 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 | es_MX |
dc.type | Capítulo de libro | es_MX |
dcterms.thumbnail | http://ri.uacj.mx/vufind/thumbnails/rupiicsa.png | es_MX |
dcrupi.instituto | Instituto de Ciencias Sociales y Administración | es_MX |
dcrupi.cosechable | Si | es_MX |
dcrupi.subtipo | Investigación | es_MX |
dcrupi.nopagina | 261-285 | es_MX |
dcrupi.alcance | Internacional | es_MX |
dcrupi.pais | Estados Unidos | es_MX |
dc.identifier.doi | 10.4018/978-1-5225-7192-6 | es_MX |
dc.contributor.coauthor | Delgado, Jorge | |
dcrupi.estado | Pennsylvania | es_MX |
dc.lgac | Estudios Regionales | es_MX |
dc.cuerpoacademico | Historia, Sociedad y Cultura Regional | es_MX |
dcrupi.titulolibro | Advanced Macroergonomics and Sociotechnical Approaches for Optimal Organizational Performance | es_MX |
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