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An experimental study on the performance of collaborative filtering based on user reviews for large-scale datasets

Collaborative filtering (CF) approaches generate user recommendations based on user similarities. These similarities are calculated based on the overall (explicit) user ratings. However, in some domains, such ratings may be sparse or unavailable. User reviews can play a significant role in such case...

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Detalles Bibliográficos
Autores principales: AL-Ghuribi, Sumaia, Mohd Noah, Shahrul Azman, Mohammed, Mawal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10495999/
https://www.ncbi.nlm.nih.gov/pubmed/37705634
http://dx.doi.org/10.7717/peerj-cs.1525