In this book at hand, we examine recent Recommender systems are crucial in multimedia services, as they aim at protecting the service users from . The book includes nine chapters, which present various recent research results in recommender systems. This research book is directed to professors, researchers, application engineers and students of all disciplines who are interested in learning more about recommender systems, advancing the corresponding state of the art and developing recommender systems for specific applications.