Horst Kloeden

An Interactive Multi-Task Learning Framework for Next POI Recommendation with Uncertain Check-ins

Studies on next point-of-interest (POI) recommendation mainly seek to learn users' transition patterns with certain historical check-ins. However, in reality, users' movements are typically uncertain (i.e., fuzzy and incomplete) where most existing methods suffer from the transition pattern vanishin…