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Alternating Least Squares with Incremental Learning Bias
Recommender systems provide personalized suggestions for every individual user in the system. Many recommender systems use collaborative filtering approach in which the system collects and analyzes users' past behaviors, ...
A Collaborative Filtering Recommendation Based on User Profile and User Behavior in Online Social Networks
This paper aims to present and discuss the similarity among users in a social network based on CF (Collaborative Filtering) algorithm and SimRank (Similarity Based on Random Walk) algorithm. The CF algorithm used to ...