Create recommender system

I require the help of someone who can devise and help teach me how to create a recommender system for project of mine. , For example, this recommender system would learn about a website user from their online behaviour to try and anticipate new things they would like. Think of LastFM and building 'music stations' from the preferences determined from song choices.