Pre-processing approaches for collaborative filtering based on hierarchical clustering

•Automatic extraction of users’ groups based on hierarchical clustering.•Can be applied prior to any recommender algorithm.•Targets sparsity and high dimensionality in recommender systems.•Ensures a minimum number of users in each cluster for better accuracy.•Techniques don’t require critical parameters.