An Efficient MapReduce-Based Parallel Processing Framework for User-Based Collaborative Filtering

User-based collaborative filtering is one of the most-used methods for the recommender systems. However, it takes time to perform the method because it requires a full scan of the entire data to find the neighboring users of each active user, who have similar rating patterns. It also requires time-c...

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Bibliographic Details
Main Authors: Hanjo Jeong, Kyung Jin CHA
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Symmetry
Subjects:
Online Access:https://www.mdpi.com/2073-8994/11/6/748