Model-based Methods A method of this type selects points in an attempt to best
construct a model that explains data supplied by the user to predict user ratings [2].
These points are also selected to maximize the reduction of expected error of the
model. We assume that in addition to any data available to instance-based methods,
the model and its parameters are also available.