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The Industrial Robot Evolution in the World. A First Dendrogram for a Cluster Analysis

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Fecha
2020-02-04
Autor
Morales Contreras, Manuel Francisco
López Sánchez, José Ignacio
Arroyo Barrigüete, José Luis
Estado
info:eu-repo/semantics/publishedVersion
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Resumen
Adoption of high tech robot systems help economies and companies to be more competitive. We have analyzed the evolution of 71 countries, calculating the robot density (robots for each 10,000 people of active population). We have used a clustering algorithm using the dissimilarity measure which takes into consideration both the proximity of the values and the behavior of the series (temporal correlation). Our preliminary findings show that there exist four different clusters, based on their robot densification evolution over the years. These clusters, composed of countries with a similar evolution over time, have also similar competitiveness levels.
 
Adoption of high tech robot systems help economies and companies to be more competitive. We have analyzed the evolution of 71 countries, calculating the robot density (robots for each 10,000 people of active population). We have used a clustering algorithm using the dissimilarity measure which takes into consideration both the proximity of the values and the behavior of the series (temporal correlation). Our preliminary findings show that there exist four different clusters, based on their robot densification evolution over the years. These clusters, composed of countries with a similar evolution over time, have also similar competitiveness levels.
 
URI
10.1007/978-3-030-24074-5_7
The Industrial Robot Evolution in the World. A First Dendrogram for a Cluster Analysis
Tipo de Actividad
Artículos en revistas
ISSN
2195-3562
Materias/ categorías / ODS
Innovación docente y Analytics (GIIDA)
Palabras Clave
Robot, Automation, Global competitiveness,Employment,Cluster
Robot, Automation, Global competitiveness,Employment,Cluster
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Repositorio de la Universidad Pontificia Comillas copyright © 2015  Desarrollado con DSpace Software
Contacto | Sugerencias