Bart Goethals

APS Explorer: Navigating Algorithm Performance Spaces for Informed Dataset Selection

2025

Dataset selection is crucial for offline recommender system experiments, as mismatched data (e.g., sparse interaction scenarios require datasets with low user-item density) can lead to unreliable results. Yet, 86\% of ACM RecSys 2024 papers provide …