Arithmetic Mean (averaging) When aggregating user ratings in CF or item features in CB it is reasonable to assume that although scores will vary, if enough
inputs are used, the output will be reliable. We do not want the recommendations
to be severely affected by an isolated user that is unsatisfied with every item he
purchases, or a single feature among twenty or so that is completely satisfied.