Evaluating Recommender Systems with User Experiments Bart P. Knijnenburg, Martijn C. Willemsen Abstract Proper evaluation of the user experience of recommender systems requires conducting user experiments. This chapter is a guideline for students and researchers aspiring to conduct user experiments with their recommender systems. It first cov- ers the theory of user-centric evaluation of recommend