Data analysis in telecommunication services

Autores
Caiafa, Marcelo Dante; Aurelio, Ariel; Bevilacqua, Alejandro
Año de publicación
2023
Idioma
inglés
Tipo de recurso
documento de conferencia
Estado
versión publicada
Descripción
The data has become a main source of knowledge for organizations. Its adequate treatment allows to obtain valuable information. The professional link between university and industry is the goal of our academic work. It is intended to register an articulation project based on data analysis. It is an initiative based on a collaboration between a company and the academy. The aim is using the knowledge and skills of the students to improve the efficiency of the company by automating a process and at the same time bring computer engineering students closer to the productive environment. The work is based on Python and its libraries for data processing of a telecommunication services. The project is based on an exploratory, correlation and segmentation study of data processing for telecommunication services. The goal is to build a customer profile with high dropout potential. The work´s intention is to add value to decision makers in a data-based organization and verify the contribution that new tools can offer to students and teachers in the ICT sector (information and communication technologies).
Facultad de Informática
Materia
Ciencias Informáticas
Data analysis
ICT
Telecommunications
Churn
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by-nc-sa/4.0/
Repositorio
SEDICI (UNLP)
Institución
Universidad Nacional de La Plata
OAI Identificador
oai:sedici.unlp.edu.ar:10915/155429
Acceder
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spelling Data analysis in telecommunication servicesCaiafa, Marcelo DanteAurelio, ArielBevilacqua, AlejandroCiencias InformáticasData analysisICTTelecommunicationsChurnThe data has become a main source of knowledge for organizations. Its adequate treatment allows to obtain valuable information. The professional link between university and industry is the goal of our academic work. It is intended to register an articulation project based on data analysis. It is an initiative based on a collaboration between a company and the academy. The aim is using the knowledge and skills of the students to improve the efficiency of the company by automating a process and at the same time bring computer engineering students closer to the productive environment. The work is based on Python and its libraries for data processing of a telecommunication services. The project is based on an exploratory, correlation and segmentation study of data processing for telecommunication services. The goal is to build a customer profile with high dropout potential. The work´s intention is to add value to decision makers in a data-based organization and verify the contribution that new tools can offer to students and teachers in the ICT sector (information and communication technologies).Facultad de Informática2023-06info:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionObjeto de conferenciahttp://purl.org/coar/resource_type/c_5794info:ar-repo/semantics/documentoDeConferenciaapplication/pdf30-35http://sedici.unlp.edu.ar/handle/10915/155429enginfo:eu-repo/semantics/altIdentifier/isbn/978-950-34-2271-7info:eu-repo/semantics/reference/hdl/10915/155281info:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-sa/4.0/Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)reponame:SEDICI (UNLP)instname:Universidad Nacional de La Platainstacron:UNLP2025-10-15T11:32:08Zoai:sedici.unlp.edu.ar:10915/155429Institucionalhttp://sedici.unlp.edu.ar/Universidad públicaNo correspondehttp://sedici.unlp.edu.ar/oai/snrdalira@sedici.unlp.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:13292025-10-15 11:32:09.163SEDICI (UNLP) - Universidad Nacional de La Platafalse
dc.title.none.fl_str_mv Data analysis in telecommunication services
title Data analysis in telecommunication services
spellingShingle Data analysis in telecommunication services
Caiafa, Marcelo Dante
Ciencias Informáticas
Data analysis
ICT
Telecommunications
Churn
title_short Data analysis in telecommunication services
title_full Data analysis in telecommunication services
title_fullStr Data analysis in telecommunication services
title_full_unstemmed Data analysis in telecommunication services
title_sort Data analysis in telecommunication services
dc.creator.none.fl_str_mv Caiafa, Marcelo Dante
Aurelio, Ariel
Bevilacqua, Alejandro
author Caiafa, Marcelo Dante
author_facet Caiafa, Marcelo Dante
Aurelio, Ariel
Bevilacqua, Alejandro
author_role author
author2 Aurelio, Ariel
Bevilacqua, Alejandro
author2_role author
author
dc.subject.none.fl_str_mv Ciencias Informáticas
Data analysis
ICT
Telecommunications
Churn
topic Ciencias Informáticas
Data analysis
ICT
Telecommunications
Churn
dc.description.none.fl_txt_mv The data has become a main source of knowledge for organizations. Its adequate treatment allows to obtain valuable information. The professional link between university and industry is the goal of our academic work. It is intended to register an articulation project based on data analysis. It is an initiative based on a collaboration between a company and the academy. The aim is using the knowledge and skills of the students to improve the efficiency of the company by automating a process and at the same time bring computer engineering students closer to the productive environment. The work is based on Python and its libraries for data processing of a telecommunication services. The project is based on an exploratory, correlation and segmentation study of data processing for telecommunication services. The goal is to build a customer profile with high dropout potential. The work´s intention is to add value to decision makers in a data-based organization and verify the contribution that new tools can offer to students and teachers in the ICT sector (information and communication technologies).
Facultad de Informática
description The data has become a main source of knowledge for organizations. Its adequate treatment allows to obtain valuable information. The professional link between university and industry is the goal of our academic work. It is intended to register an articulation project based on data analysis. It is an initiative based on a collaboration between a company and the academy. The aim is using the knowledge and skills of the students to improve the efficiency of the company by automating a process and at the same time bring computer engineering students closer to the productive environment. The work is based on Python and its libraries for data processing of a telecommunication services. The project is based on an exploratory, correlation and segmentation study of data processing for telecommunication services. The goal is to build a customer profile with high dropout potential. The work´s intention is to add value to decision makers in a data-based organization and verify the contribution that new tools can offer to students and teachers in the ICT sector (information and communication technologies).
publishDate 2023
dc.date.none.fl_str_mv 2023-06
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dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/isbn/978-950-34-2271-7
info:eu-repo/semantics/reference/hdl/10915/155281
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
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rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-sa/4.0/
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
dc.format.none.fl_str_mv application/pdf
30-35
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