Report on the 14th Italian Information Retrieval Workshop (IIR 2024)

E Maddalena, S Mizzaro, K Roitero, M Viviani… - SIGIR FORUM, 2024 - air.uniud.it
IIR 2024, the 14th Italian Information Retrieval Workshop, served as the annual event for the
IR} and RS communities both in Italy and collaborating with Italian research institutions. This …

[PDF][PDF] Robust Solutions for Ranking Variability in Recommender Systems

BM Francomano, F Siciliano, F Silvestri - 2024 - ceur-ws.org
In the field of recommender systems, an important issue within the current state-of-the-art is
the inconsistency in item rankings produced by models initialized with different weight …

[HTML][HTML] Robust training of sequential recommender systems with missing input data

F Siciliano, S Lagziel, I Gamzu, G Tolomei - 2024 - amazon.science
In the realm of sequential recommender systems, understanding users' preferences based
on their past actions is paramount. Yet, the susceptibility of these models to input …