Use of neural networks to determine the rating of an application published in the Google Play Store

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Artificial intelligence is the combination of algorithms written in the form of computer code in order to be executed on a computer to emulate behaviors similar to human intelligence. In this work, the use of neural networks will be sought, which are part of artificial intelligence and allow us to s...

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Detalles Bibliográficos
Autores: Tito Durand, Rudy Roberto, Guevara Gutierrez, Marcelo Andre, Moran Fuño, Jeampier Anderson, Alvan Ventura, Edsel Yael
Formato: artículo
Fecha de Publicación:2023
Institución:Universidad La Salle
Repositorio:Revistas - Universidad La Salle
Lenguaje:español
OAI Identifier:oai:ojs.revistas.ulasalle.edu.pe:article/87
Enlace del recurso:https://revistas.ulasalle.edu.pe/innosoft/article/view/87
https://doi.org/10.48168/innosoft.s11.a87
https://purl.org/42411/s11/a87
https://n2t.net/ark:/42411/s11/a87
Nivel de acceso:acceso abierto
Materia:neural networks
numpy
tensorflow
missing values
outliers
redes neuronales
flujo tensorial
valores perdidos
valores atípicos
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spelling Use of neural networks to determine the rating of an application published in the Google Play StoreUso de las redes neuronales para determinar la calificación de una aplicación publicada en Google Play StoreTito Durand, Rudy RobertoGuevara Gutierrez, Marcelo AndreMoran Fuño, Jeampier AndersonAlvan Ventura, Edsel Yaelneural networksnumpytensorflowmissing valuesoutliersredes neuronalesnumpyflujo tensorialvalores perdidosvalores atípicosArtificial intelligence is the combination of algorithms written in the form of computer code in order to be executed on a computer to emulate behaviors similar to human intelligence. In this work, the use of neural networks will be sought, which are part of artificial intelligence and allow us to solve prediction problems. A dataset based on Google Play Store app downloads and their features will be modified and the information processed to obtain output information.La inteligencia artificial es la combinación de algoritmos escritos en forma de código computacional con el fin de que se ejecuten en una computadora para emular comportamientos similares a la inteligencia humana. En este trabajo, se buscará el uso de las redes neuronales, las cuales son parte de la inteligencia artificial y, nos permiten solucionar problemas de predicción. Se modificará un dataset basado en las descargas de aplicaciones de Google Play Store y sus características y se procesará la información para obtener información de salida.Universidad La Salle2023-03-30info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionJournal papertextArtículos originalesapplication/pdftext/htmlhttps://revistas.ulasalle.edu.pe/innosoft/article/view/87https://doi.org/10.48168/innosoft.s11.a87https://purl.org/42411/s11/a87https://n2t.net/ark:/42411/s11/a87Innovation and Software; Vol 4 No 1 (2023): March - August; 161-197Innovación y Software; Vol. 4 Núm. 1 (2023): Marzo - Agosto; 161-1972708-09352708-0927https://doi.org/10.48168/innosoft.s11https://purl.org/42411/s11https://n2t.net/ark:/42411/s11reponame:Revistas - Universidad La Salleinstname:Universidad La Salleinstacron:USALLEspahttps://revistas.ulasalle.edu.pe/innosoft/article/view/87/111https://revistas.ulasalle.edu.pe/innosoft/article/view/87/112https://purl.org/42411/s11/a87/g111https://purl.org/42411/s11/a87/g112https://n2t.net/ark:/42411/s11/a87/g111https://n2t.net/ark:/42411/s11/a87/g11220232023Derechos de autor 2023 Innovación y Softwarehttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessoai:ojs.revistas.ulasalle.edu.pe:article/872025-07-03T08:02:10Z
dc.title.none.fl_str_mv Use of neural networks to determine the rating of an application published in the Google Play Store
Uso de las redes neuronales para determinar la calificación de una aplicación publicada en Google Play Store
title Use of neural networks to determine the rating of an application published in the Google Play Store
spellingShingle Use of neural networks to determine the rating of an application published in the Google Play Store
Tito Durand, Rudy Roberto
neural networks
numpy
tensorflow
missing values
outliers
redes neuronales
numpy
flujo tensorial
valores perdidos
valores atípicos
title_short Use of neural networks to determine the rating of an application published in the Google Play Store
title_full Use of neural networks to determine the rating of an application published in the Google Play Store
title_fullStr Use of neural networks to determine the rating of an application published in the Google Play Store
title_full_unstemmed Use of neural networks to determine the rating of an application published in the Google Play Store
title_sort Use of neural networks to determine the rating of an application published in the Google Play Store
dc.creator.none.fl_str_mv Tito Durand, Rudy Roberto
Guevara Gutierrez, Marcelo Andre
Moran Fuño, Jeampier Anderson
Alvan Ventura, Edsel Yael
author Tito Durand, Rudy Roberto
author_facet Tito Durand, Rudy Roberto
Guevara Gutierrez, Marcelo Andre
Moran Fuño, Jeampier Anderson
Alvan Ventura, Edsel Yael
author_role author
author2 Guevara Gutierrez, Marcelo Andre
Moran Fuño, Jeampier Anderson
Alvan Ventura, Edsel Yael
author2_role author
author
author
dc.subject.none.fl_str_mv neural networks
numpy
tensorflow
missing values
outliers
redes neuronales
numpy
flujo tensorial
valores perdidos
valores atípicos
topic neural networks
numpy
tensorflow
missing values
outliers
redes neuronales
numpy
flujo tensorial
valores perdidos
valores atípicos
description Artificial intelligence is the combination of algorithms written in the form of computer code in order to be executed on a computer to emulate behaviors similar to human intelligence. In this work, the use of neural networks will be sought, which are part of artificial intelligence and allow us to solve prediction problems. A dataset based on Google Play Store app downloads and their features will be modified and the information processed to obtain output information.
publishDate 2023
dc.date.none.fl_str_mv 2023-03-30
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Journal paper
text
Artículos originales
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://revistas.ulasalle.edu.pe/innosoft/article/view/87
https://doi.org/10.48168/innosoft.s11.a87
https://purl.org/42411/s11/a87
https://n2t.net/ark:/42411/s11/a87
url https://revistas.ulasalle.edu.pe/innosoft/article/view/87
https://doi.org/10.48168/innosoft.s11.a87
https://purl.org/42411/s11/a87
https://n2t.net/ark:/42411/s11/a87
dc.language.none.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv https://revistas.ulasalle.edu.pe/innosoft/article/view/87/111
https://revistas.ulasalle.edu.pe/innosoft/article/view/87/112
https://purl.org/42411/s11/a87/g111
https://purl.org/42411/s11/a87/g112
https://n2t.net/ark:/42411/s11/a87/g111
https://n2t.net/ark:/42411/s11/a87/g112
dc.rights.none.fl_str_mv Derechos de autor 2023 Innovación y Software
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Derechos de autor 2023 Innovación y Software
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
text/html
dc.coverage.none.fl_str_mv 2023
2023
dc.publisher.none.fl_str_mv Universidad La Salle
publisher.none.fl_str_mv Universidad La Salle
dc.source.none.fl_str_mv Innovation and Software; Vol 4 No 1 (2023): March - August; 161-197
Innovación y Software; Vol. 4 Núm. 1 (2023): Marzo - Agosto; 161-197
2708-0935
2708-0927
https://doi.org/10.48168/innosoft.s11
https://purl.org/42411/s11
https://n2t.net/ark:/42411/s11
reponame:Revistas - Universidad La Salle
instname:Universidad La Salle
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instname_str Universidad La Salle
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reponame_str Revistas - Universidad La Salle
collection Revistas - Universidad La Salle
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