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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
Publicado en:PeerJ Comput Sci
Main Authors: Al-Hadi, Ismail Ahmed Al-Qasem, Sharef, Nurfadhlina Mohd, Sulaiman, Md Nasir, Mustapha, Norwati, Nilashi, Mehrbakhsh
Formato: Artigo
Idioma:Inglês
Publicado: PeerJ Inc. 2020
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7924488/
https://ncbi.nlm.nih.gov/pubmed/33816980
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj-cs.331
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