Measuring the stability and plasticity of recommender systems

Maria João Lavoura, Robert Jungnickel, João Vinagre

The typical offline protocol to evaluate recommendation algorithms is to collect a dataset of user-item interactions and then use a part of this dataset to train a model, and the r…