From Global to Local in the Sneakers Universe: A Data Science Approach
In Argentina there was a great growth of e-commerce due to the COVID-19 pandemic. With the aim of helping local companies to understand the market and help them in decision making, data were obtained from online shoe sales sites and with them Machine Learning models were implemented to make price pr...
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Autores principales: | , |
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Formato: | Objeto de conferencia |
Lenguaje: | Inglés |
Publicado: |
2021
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Materias: | |
Acceso en línea: | http://sedici.unlp.edu.ar/handle/10915/130352 |
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I19-R120-10915-130352 |
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record_format |
dspace |
institution |
Universidad Nacional de La Plata |
institution_str |
I-19 |
repository_str |
R-120 |
collection |
SEDICI (UNLP) |
language |
Inglés |
topic |
Ciencias Informáticas E-commerce Machine learning Linear Regression Random Forest LGBM Regressor |
spellingShingle |
Ciencias Informáticas E-commerce Machine learning Linear Regression Random Forest LGBM Regressor Perdomo, Luciano Ordinez, Leonardo From Global to Local in the Sneakers Universe: A Data Science Approach |
topic_facet |
Ciencias Informáticas E-commerce Machine learning Linear Regression Random Forest LGBM Regressor |
description |
In Argentina there was a great growth of e-commerce due to the COVID-19 pandemic. With the aim of helping local companies to understand the market and help them in decision making, data were obtained from online shoe sales sites and with them Machine Learning models were implemented to make price predictions in sneakers. It was concluded that higher-tier companies have greater competitive advantage over lower-tier companies. Nonetheless, the cost-effective methodology used would aid local companies scale up. |
format |
Objeto de conferencia Objeto de conferencia |
author |
Perdomo, Luciano Ordinez, Leonardo |
author_facet |
Perdomo, Luciano Ordinez, Leonardo |
author_sort |
Perdomo, Luciano |
title |
From Global to Local in the Sneakers Universe: A Data Science Approach |
title_short |
From Global to Local in the Sneakers Universe: A Data Science Approach |
title_full |
From Global to Local in the Sneakers Universe: A Data Science Approach |
title_fullStr |
From Global to Local in the Sneakers Universe: A Data Science Approach |
title_full_unstemmed |
From Global to Local in the Sneakers Universe: A Data Science Approach |
title_sort |
from global to local in the sneakers universe: a data science approach |
publishDate |
2021 |
url |
http://sedici.unlp.edu.ar/handle/10915/130352 |
work_keys_str_mv |
AT perdomoluciano fromglobaltolocalinthesneakersuniverseadatascienceapproach AT ordinezleonardo fromglobaltolocalinthesneakersuniverseadatascienceapproach |
bdutipo_str |
Repositorios |
_version_ |
1764820453310857217 |