Masterclass: AI & Recommendation
Designing Effective Recommender Systems for Media Consumers
Recommender Systems (RSs) are AI-based software tools designed to ease human decision-making. This Masterclass focuses on designing RSs technologies that effectively support users in their decisions. During the presentation, various RS tasks will be discussed, highlighting their feasibility and design strategies based on specific application scenarios and the available data at hand. Furthermore, the talk delves into the critical aspects of offline and online evaluation of RSs, offering insights from a user-centric standpoint. Finally, the presentation concludes by paving the way to future directions and advancements in the development of RSs solutions tailored for public and private media providers.