Figure 2: The effect of parameter on this algorithmic accuracy. The optimal parameter for MovieLens and Book-Crossing, corresponding to the minimal , is equal to 1.86. Recommendation number . Present results are obtained by averaging over five independent 80% versus 20% divisions.