Fabio Stella

Contrasting Offline and Online Results when Evaluating Recommendation Algorithms

2016

Most evaluations of novel algorithmic contributions assess their accuracy in predicting what was withheld in an offline evaluation scenario. However, several doubts have been raised that standard offline evaluation practices are not appropriate to select …