X-Wines: a wine dataset for recommender systems and machine learning

Registro completo de metadados
MetadadosDescriçãoIdioma
Autor(es): dc.creatorAzambuja, Rogério Xavier de-
Autor(es): dc.creatorMorais, A. Jorge-
Autor(es): dc.creatorFilipe, Vítor-
Data de aceite: dc.date.accessioned2025-08-22T11:52:28Z-
Data de disponibilização: dc.date.available2025-08-22T11:52:28Z-
Data de envio: dc.date.issued2023-03-23-
Data de envio: dc.date.issued2023-03-23-
Data de envio: dc.date.issued2022-
Fonte completa do material: dc.identifierhttp://hdl.handle.net/10400.2/13526-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/10400.2/13526-
Descrição: dc.descriptionIn the current technological scenario of artificial intelligence growth, especially using machine learning, large datasets are necessary. Recommender systems appear with increasing frequency with different techniques for information filtering. Few large wine datasets are available for use with wine recommender systems. This work presents X-Wines, a new and consistent wine dataset containing 100,000 instances and 21 million real evaluations carried out by users. Data were collected on the open Web in 2022 and pre-processed for wider free use. They refer to the scale 1–5 ratings carried out over a period of 10 years (2012–2021) for wines produced in 62 different countries. A demonstration of some applications using X-Wines in the scope of recommender systems with deep learning algorithms is also presented.-
Descrição: dc.descriptioninfo:eu-repo/semantics/publishedVersion-
Formato: dc.formatapplication/pdf-
Idioma: dc.languageen-
Palavras-chave: dc.subjectBig data-
Palavras-chave: dc.subjectWine reviews-
Palavras-chave: dc.subjectRecommender systems-
Palavras-chave: dc.subjectMachine learning-
Palavras-chave: dc.subjectDeep learning-
Título: dc.titleX-Wines: a wine dataset for recommender systems and machine learning-
Aparece nas coleções:Repositório Aberto - Universidade Aberta (Portugal)

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