Here are some of the books and Research Publications on Recommendation Systems
Free & downloadable (Good introduction on Collaborative Filtering Recommendation) http://md.ekstrandom.net/research/pubs/cf-survey/
Other books are -
Recommender Systems - Introduction
Recommender Systems - Handbook