Clicks Versus Conversion: Choosing a Recommender's Training Objective in E-Commerce

Michael Weiss, Robert Rosenbach, Christian Eggenberger

Ranking product recommendations to optimize for a high click-through rate (CTR) or for high conversion, such as add-to-cart rate (ACR) and Order-Submit-Rate (OSR, view-to-purchase…