Despite the vast amount of proposed algorithms, the evaluation of recommender systems is very difficult (Fouss and Saerens, 2008).
if the system is not operational and no real users are available, the quality of recommendations must be evaluated on existing datasets, whose number is limited and what is more, they are focused on specific domains (i.e, music, movies, etc.).