I'm not sure if it's possible to get enough traction for a general purpose recommendation system. Could this be a service that you offer to providers of niche sites? In terms of machine learning, I think you need to look at algorithms that work well with sparse data. This is particularly important in the beginning, but even later you might not have much data in every single field of interest. Good luck.