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Successfully recommending relevant content to web users is critical to business success for may web properties. There are a variety of techniques used, with the largest sites and companies employing some highly sophisticated technology to optimize their recommendations. In this blog post we discuss how to build an effective recommendation system from first principles in ruby. ....