I'm looking for new job; so yesterday I went through my old Rails projects, trying to describe them for my updated CV. I found interesting old project where I wrote recommendation system. Nothing fancy, just simple tag based recommendation for blog articles. I decided to extract some of the code and blog about it. Algorithm used for recommendation is based on Jaccard Index and is also known as the