What is algorithm behind the recommendation sites like last.fm, grooveshark, pandora?

Question

I am thinking of starting a project which is based on recommandation system. I need to improve myself at this area which looks like a hot topic on the web side. Also wondering w

Answer 1

Manning also has two good books on this subject. Algorithms of the Intelligent Web and Collective Intelligence in Action