Research Article

Personal Recommendation Using a Novel Collaborative Filtering Algorithm in Customer Relationship Management

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.
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