EBCR: Empirical Bayes concordance ratio method to improve similarity measurement in memory-based collaborative filtering

Recommender systems aim to provide users with a selection of items, based on predicting their preferences for items they have not yet rated, thus helping them filter out irrelevant ones from a large product catalogue. Collaborative filtering is a widely used mechanism to predict a particular user’s...

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Bibliographic Details
Main Authors: Yu Du, Nicolas Sutton-Charani, Sylvie Ranwez, Vincent Ranwez
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-01-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8351953/?tool=EBI