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Evaluating Recommender Systems with User Experiments. In F. Ricci, L. Rokach, & B. Shapira (Eds.), Recommender Systems Handbook (pp. A handbook of process tracing methods for decision research : a critical review and user's guide.c Springer Science+Business Media, LLC 2011. All rights reserved. This work may not be translated or copied in whole or in part without the written permission Editors: Ricci, F., Rokach, L., Shapira, B., Kantor, P.B. Recommender systems have proven to be a valuable way for online users to cope with the information overload and have become one of the most powerful and popular tools in electronic commerce. Correspondingly, various This second edition of a well-received text, with 20 new chapters, presents a coherent and unified repository of recommender systems' major concepts, theories, Abstract Recommender Systems (RSs) are software tools and techniques and structured way, the chapters included in this handbook and to help the reader.