Simple Suggestion / Recommendation Algorithm

Question

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 bette

Answer 1

I would go with K nearest neighbors. The wikipedia entry explains it well, and has links to reference implementations.