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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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Podrobná bibliografie
Vydáno v:PeerJ Comput Sci
Hlavní autoři: Al-Hadi, Ismail Ahmed Al-Qasem, Sharef, Nurfadhlina Mohd, Sulaiman, Md Nasir, Mustapha, Norwati, Nilashi, Mehrbakhsh
Médium: Artigo
Jazyk:Inglês
Vydáno: PeerJ Inc. 2020
Témata:
On-line přístup: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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