(R1) Represented by the Training Data As explained in the introduction to this
chapter, asking for ratings of multiple volumes from a trilogy, such as Star Wars,
is not likely beneficial, as it may not substantially contribute to the acquisition of
new information about the user’s preferences. To avoid obtaining redundant information, therefore, an active learning method should favor items that are not yet well
represented by the training set [18].