Publicação
Big Data analysis applied to the retail sector
| Resumo: | Big Data and Artificial Intelligence are rapidly evolving and transforming the world and e-commerce. To explore the most used techniques for building personalized recommendation systems and inventory management, a systematic review was conducted. It was found that hybrid Machine Learning techniques and the Hadoop system are widely used in these areas, delivering satisfactory results while maintaining scalable and efficient systems. |
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| Autores principais: | Barata, Luís |
| Outros Autores: | Rosa, Gonçalo; Martins, Tiago; Silva, Pedro Tiago Salgueiro da; Eurico, Lopes |
| Assunto: | Big Data Data analytics Personalization of recommendations Stock management |
| Ano: | 2024 |
| País: | Portugal |
| Tipo de documento: | artigo |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Instituto Politécnico de Castelo Branco |
| Idioma: | inglês |
| Origem: | Repositório Científico do Instituto Politécnico de Castelo Branco |
| Resumo: | Big Data and Artificial Intelligence are rapidly evolving and transforming the world and e-commerce. To explore the most used techniques for building personalized recommendation systems and inventory management, a systematic review was conducted. It was found that hybrid Machine Learning techniques and the Hadoop system are widely used in these areas, delivering satisfactory results while maintaining scalable and efficient systems. |
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