2 papers
cs.IR2025
A Worrying Reproducibility Study of Intent-Aware Recommendation Models
Faisal Shehzad, Maurizio Ferrari Dacrema, Dietmar Jannach
Lately, we have observed a growing interest in intent-aware recommender systems (IARS). The promise of such systems is that they are capable of generating better recommendations by…
cs.IR2024
Performance Comparison of Session-based Recommendation Algorithms based on GNNs
Faisal Shehzad, Dietmar Jannach
In session-based recommendation settings, a recommender system has no access to long-term user profiles and thus has to base its suggestions on the user interactions that are obser…