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  • Asad Quraishi thinks this is interesting:

To find similar items, a similarity measure must be defined. In item-based recommendation approaches, cosine similarity is established as the standard metric, as it has been shown that it produces the most accurate results.

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Cover of Recommender Systems

Note

cosine similarity best for item-based recommendations