“…The application of Machine Learning techniques is a standard way to perform the task of learning user profiles in recommender systems [5], such as Clustering [6,7], Genetic Algorithms [8,9], Neural Networks [10,11], and Classification Techniques [12][13][14][15]. Unfortunately, these techniques suffer from vital drawbacks.…”