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Latent based temporal optimization approach for improving the performance of collaborative filtering

Recommendation systems suggest peculiar products to customers based on their past ratings, preferences, and interests. These systems typically utilize collaborative filtering (CF) to analyze customers’ ratings for products within the rating matrix. CF suffers from the sparsity problem because a larg...

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Detalles Bibliográficos
Autores principales: Al-Hadi, Ismail Ahmed Al-Qasem, Sharef, Nurfadhlina Mohd, Sulaiman, Md Nasir, Mustapha, Norwati, Nilashi, Mehrbakhsh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7924488/
https://www.ncbi.nlm.nih.gov/pubmed/33816980
http://dx.doi.org/10.7717/peerj-cs.331