Simple Suggestion / Recommendation Algorithm

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I am looking for a simple suggestion algorithm to implement in to my Web App. Much like Netflix, Amazon, etc... But simpler. I don't need teams of Phd's working to get a better suggestion metric.

So say I have:

  • User1 likes Object1.
  • User2 likes Object1 and Object2.

I want to suggest to User1 they might also like Object2.

I can obviously come up with something naive. I'm looking for something vetted and easily implemented.

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