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in e-commerce, spamming you with hundreds of watches or shoes. Content-based algorithms Cosine similarity: the algorithm finds the cosine of the angle between the profile vector and item vector: Based on the cosine value, which ranges between -1 to 1, items are arranged in descending order and one