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Hello , I need to recommend friends with similiar interests

to the users.

While creating his profile, user selects a set of tags that defines his characteristics , based on it he must be provided with friends of similiar interests

What ML model should I use?

Should it be clustering? If so what clustering algorithm suits this?

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Why do you need ML for this. If same users selected similar items, (% of commonality) then show those users to each other

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