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Location recommendations for new businesses using check-in data

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Figure 1. Correlation between categories (cosine similarity (between clusters in the city which have the related two categories) higher than 0.5)
Figure 2. Neighborhood structure for k = 100 and α = 1 (each color represents a neighborhood with the respective Voronoi cell)
Figure 3. Relative performance of methods
Figure 5. Top-n performance of collaborative filtering methods
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