Temporal-based approach to solve item decay problem in recommendation system

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Temporal-based approach to solve item decay problem in recommendation system

The rating matrix of a recommendation system contains a high percentage of data sparsity which lowers the prediction accuracy of the collaborative filtering technique (CF). Recently, the temporal based factorization approaches have been used to solve the sparsity problem, but these approaches have a...

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Bibliographic Details
Main Authors:	Al-Qasem, Al-Hadi Ismail Ahmed, Mohd Sharef, Nurfadhlina, Sulaiman, Md. Nasir, Mustapha, Norwati
Format:	Article
Language:	English
Published:	American Scientific Publishers 2018
Online Access:	http://psasir.upm.edu.my/id/eprint/64654/ http://psasir.upm.edu.my/id/eprint/64654/1/Temporal-based%20approach%20to%20solve%20item%20decay%20problem%20in%20recommendation%20system.pdf

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