In this talk we survey some recent results on the construction of numerical methods for mean-field equations describing collective behaviours.An essential step in the study of such models is represented by the introduction of stochastic parameters reflecting the uncertainty in the terms defining the interaction rules.This is particularly relevant in emerging fields like social sciences and economy where the interaction rules are based on observations and empirical evidence.In such cases uncertainty exists in most modelling parameters.