In our model, we make a less strong assumption: regardless of the type of information available in each domain, the users that are similar in one domain should have similar taste in the other domain.
instead of directly transfer the content material from source to target domain, we transfer the similarity between users, and use it as a guide to improve the CF model in the target domain.