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What is a Fair Value of Your Recommendation List?

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Figure

Fig. 1. Comparison of users’ rates and recommended items.
Fig. 2. Rates distribution on Imhonet.ru.
Fig. 3. The short head and sigmoid penalty function.
Fig. 4. Decision of new-users problem.
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