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Data Mining Problems in Retail

Highly Scalable

To a certain extent, such a high diversity of recommendation techniques is attributed to several implementation challenges like a sparsity of customer ratings, computational scalability, and lack of information on new items and customers. RE94] Grouplens: an open architecture for collaborative filtering of netnews, P. Prairie, 2003.

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